diff --git "a/openvino_model.xml" "b/openvino_model.xml"
--- "a/openvino_model.xml"
+++ "b/openvino_model.xml"
@@ -36,25 +36,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4" name="Constant_274946_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="4" name="Constant_304492" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="5" name="Constant_274946" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6" name="ShapeOf_274932" type="ShapeOf" version="opset3">
+		<layer id="5" name="ShapeOf_304478" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="I64">
@@ -68,21 +56,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7" name="Constant_274934" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="6" name="Constant_304480" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8" name="Constant_274936" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="7" name="Constant_304482" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="9" name="Gather_274937" type="Gather" version="opset8">
+		<layer id="8" name="Gather_304483" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -99,31 +87,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="10" name="Constant_274939" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="9" name="Constant_304485" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="11" name="Constant_274941" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="10" name="Constant_304487" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="12" name="Constant_274943" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="11" name="Constant_304489" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="13" name="Concat_274944" type="Concat" version="opset1">
+		<layer id="12" name="Concat_304490" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -145,7 +133,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="14" name="Broadcast_274947" type="Broadcast" version="opset3">
+		<layer id="13" name="Broadcast_304493" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -162,7 +150,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="15" name="ReadValue_269303" type="ReadValue" version="opset6">
+		<layer id="14" name="ReadValue_298614" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.9.valuepresent.9.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -181,13 +169,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="16" name="Constant_263416" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="15" name="Constant_292492" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="17" name="Gather_263417" type="Gather" version="opset8">
+		<layer id="16" name="Gather_292493" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -210,38 +198,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="18" name="Constant_243835_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="26" size="8192" />
+		<layer id="17" name="Constant_258488" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="28" size="16384" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="19" name="Constant_243835" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="20" name="self.model.embed_tokens.weight_compressed" type="Const" version="opset1">
-			<data element_type="u8" shape="32000, 4096" offset="8218" size="131072000" />
+		<layer id="18" name="self.model.embed_tokens.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="32000, 4096" offset="16412" size="131072000" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>32000</dim>
@@ -249,7 +217,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="21" name="Convert_20135" type="Convert" version="opset1">
+		<layer id="19" name="Convert_311372" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -264,8 +232,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="22" name="self.model.embed_tokens.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="32000, 1" offset="131080218" size="32000" />
+		<layer id="20" name="self.model.embed_tokens.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="32000, 1" offset="131088412" size="32000" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>32000</dim>
@@ -273,7 +241,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="23" name="Convert_20138" type="Convert" version="opset1">
+		<layer id="21" name="Convert_311375" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -288,7 +256,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="24" name="self.model.embed_tokens.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="22" name="self.model.embed_tokens.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -307,8 +275,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="25" name="self.model.embed_tokens.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="32000, 1" offset="131112218" size="64000" />
+		<layer id="23" name="self.model.embed_tokens.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="32000, 1" offset="131120412" size="64000" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>32000</dim>
@@ -316,7 +284,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="26" name="self.model.embed_tokens.weight_compressed/fq_weights_0" type="Multiply" version="opset1">
+		<layer id="24" name="self.model.embed_tokens.weight/fq_weights_0" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -335,11 +303,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="27" name="self.model.embed_tokens.weight" type="Convert" version="opset1">
+		<layer id="25" name="self.model.embed_tokens.weight/fq_weights_0/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>32000</dim>
@@ -353,7 +318,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="28" name="__module.model.embed_tokens/aten::embedding/Convert" type="Convert" version="opset1">
+		<layer id="26" name="__module.model.embed_tokens/aten::embedding/Convert" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="I64">
@@ -368,13 +333,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="29" name="__module.model.embed_tokens/aten::embedding/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="27" name="__module.model.embed_tokens/aten::embedding/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="30" name="__module.model.embed_tokens/aten::embedding/Gather" type="Gather" version="opset8">
+		<layer id="28" name="__module.model.embed_tokens/aten::embedding/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -395,97 +360,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="31" name="Constant_243741_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="131176222" size="8192" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="32" name="Constant_243741" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="29" name="Constant_258394" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="131184412" size="16384" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="33" name="Constant_243740_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="34" name="Constant_243740" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="35" name="Constant_243738_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="30" name="Constant_258393" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="36" name="Constant_243738" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="31" name="Constant_258391" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="37" name="__module.model.layers.0.input_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="32" name="__module.model.layers.0.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -507,15 +412,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="38" name="Constant_358" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="33" name="Constant_358" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64" names="371">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="39" name="__module.model.layers.0.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="34" name="__module.model.layers.0.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -535,37 +440,17 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="40" name="Constant_243739_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184426" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-		</layer>
-		<layer id="41" name="Constant_243739" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="35" name="Constant_258392" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="42" name="__module.model.layers.0.input_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="36" name="__module.model.layers.0.input_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -587,7 +472,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="43" name="__module.model.layers.0.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="37" name="__module.model.layers.0.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -603,7 +488,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="44" name="__module.model.layers.0.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="38" name="__module.model.layers.0.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -625,7 +510,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="45" name="__module.model.layers.0.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="39" name="__module.model.layers.0.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -647,7 +532,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="46" name="__module.model.layers.0.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="40" name="__module.model.layers.0.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -669,8 +554,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="47" name="self.model.layers.0.self_attn.q_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="131184428" size="8388608" />
+		<layer id="41" name="self.model.layers.0.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="131200816" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -679,7 +564,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="48" name="Convert_20164" type="Convert" version="opset1">
+		<layer id="42" name="Convert_311404" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -696,28 +581,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="49" name="self.model.layers.0.self_attn.q_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="43" name="self.model.layers.0.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="139589424" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="50" name="Convert_20166" type="Convert" version="opset1">
+		<layer id="44" name="Convert_311406" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="51" name="self.model.layers.0.self_attn.q_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="45" name="self.model.layers.0.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -726,6 +617,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -737,8 +630,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="52" name="self.model.layers.0.self_attn.q_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="139573037" size="262144" />
+		<layer id="46" name="self.model.layers.0.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="139654960" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -747,7 +640,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="53" name="self.model.layers.0.self_attn.q_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="47" name="self.model.layers.0.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -769,15 +662,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="54" name="Constant_20171" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="48" name="Constant_311411" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="55" name="Reshape_20172" type="Reshape" version="opset1">
+		<layer id="49" name="Reshape_311412" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -796,11 +689,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="56" name="self.model.layers.0.self_attn.q_proj.weight" type="Convert" version="opset1">
+		<layer id="50" name="self.model.layers.0.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -814,7 +704,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="57" name="__module.model.layers.0.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="51" name="__module.model.layers.0.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -835,101 +725,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="58" name="__module.model.layers.0.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>3</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="59" name="Constant_212630" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835197" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="60" name="Constant_212631" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="61" name="Gather_212632" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>3</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
-			<output>
-				<port id="3" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="62" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_1" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="139835213" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="52" name="Constant_268347" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="63" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="64" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="394">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="65" name="__module.model.layers.0.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="53" name="__module.model.layers.0.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -949,15 +754,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="66" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="54" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="67" name="__module.model.layers.0.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="55" name="__module.model.layers.0.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -978,226 +783,119 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="68" name="self.model.layers.0.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="139835237" size="8388608" />
+		<layer id="56" name="self.model.layers.0.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.0.self_attn.rotary_emb.cos_cached">
+				<port id="0" precision="FP32" names="self.model.layers.0.self_attn.rotary_emb.cos_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="69" name="self.model.layers.0.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="70" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="57" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="71" name="self.model.layers.0.self_attn.k_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="148223845" size="2097152" />
-			<output>
-				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="72" name="Convert_20154" type="Convert" version="opset1">
-			<data destination_type="f16" />
+		<layer id="58" name="ShapeOf_267265" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+				<port id="1" precision="I64">
+					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="73" name="self.model.layers.0.self_attn.k_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="59" name="Constant_267266" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="U4">
-					<dim>1</dim>
-				</port>
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="74" name="Convert_20156" type="Convert" version="opset1">
-			<data destination_type="f16" />
-			<input>
-				<port id="0" precision="U4">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="60" name="Constant_267267" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1</dim>
-				</port>
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="75" name="self.model.layers.0.self_attn.k_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="61" name="Gather_267268" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP16">
-					<dim>1</dim>
+				<port id="0" precision="I64">
+					<dim>2</dim>
 				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
+				<port id="3" precision="I64" names="1086,1256,1426,1596,1766,1936,2106,2276,2446,2616,2786,2956,302,3126,3296,3466,3636,3806,3976,403,4146,4316,4486,4656,4826,4996,5166,5336,5506,5676,576,746,916" />
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="150320997" size="65536" />
+		<layer id="62" name="Constant_267275" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="77" name="self.model.layers.0.self_attn.k_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="63" name="Reshape_267276" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+				<port id="2" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="78" name="Constant_20161" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
+		<layer id="64" name="Constant_304505" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="I64">
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-		<layer id="79" name="Reshape_20162" type="Reshape" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
-					<dim>2</dim>
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-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>4096</dim>
-				</port>
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="80" name="self.model.layers.0.self_attn.k_proj.weight" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="65" name="Constant_304498" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="81" name="__module.model.layers.0.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
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-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="66" name="Constant_304500" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="2" precision="FP32" names="391,key_states.3">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>1024</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="82" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_1_1" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="67" name="Constant_304502" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="83" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
+		<layer id="68" name="Concat_304503" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
-					<dim>2</dim>
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -1205,56 +903,74 @@
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@@ -1262,7 +978,7 @@
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@@ -1278,81 +994,55 @@
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+		<layer id="78" name="Reshape_268620" type="Reshape" version="opset1">
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+			<data auto_broadcast="numpy" />
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@@ -1360,164 +1050,22 @@
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@@ -1541,88 +1089,15 @@
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@@ -1638,7 +1113,7 @@
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@@ -1656,7 +1131,7 @@
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 		</layer>
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@@ -1671,13 +1146,13 @@
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@@ -1698,7 +1173,13 @@
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+		<layer id="88" name="235" type="Const" version="opset1">
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@@ -1716,7 +1197,7 @@
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@@ -1741,29 +1222,23 @@
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+		<layer id="91" name="Constant_234019" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="124" name="Constant_219499" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="92" name="Constant_234018" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="125" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="93" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1779,25 +1254,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="126" name="220" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="94" name="220" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64" names="220" />
 			</output>
 		</layer>
-		<layer id="127" name="__module.model.layers.0.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="95" name="__module.model.layers.0.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="128" name="__module.model.layers.0.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="96" name="__module.model.layers.0.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -1810,16 +1279,13 @@
 				<port id="3" precision="I64" names="426,431" />
 			</output>
 		</layer>
-		<layer id="129" name="Constant_47" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="150386549" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="97" name="Constant_47" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="156694392" size="8" />
 			<output>
 				<port id="0" precision="I64" names="215" />
 			</output>
 		</layer>
-		<layer id="130" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="98" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -1829,7 +1295,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="131" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="99" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -1837,19 +1303,21 @@
 				<port id="1" precision="I64" names="428,429,433,434" />
 			</output>
 		</layer>
-		<layer id="132" name="__module.model.layers.0.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="100" name="Constant_266873" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="133" name="__module.model.layers.0.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="101" name="__module.model.layers.0.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -1857,18 +1325,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="134" name="Constant_219498" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="102" name="Constant_234017" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="135" name="ScatterUpdate_219501" type="ScatterUpdate" version="opset3">
+		<layer id="103" name="ScatterUpdate_234020" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -1889,29 +1354,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="136" name="Constant_219504" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="104" name="Constant_234023" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="137" name="Constant_219507" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="105" name="Constant_234026" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="138" name="__module.model.layers.0.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="106" name="__module.model.layers.0.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1939,32 +1398,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="139" name="Constant_243742_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="140" name="Constant_243742" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="107" name="Constant_258395" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -1972,7 +1409,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="141" name="__module.model.layers.0.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="108" name="__module.model.layers.0.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1997,29 +1434,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="142" name="Constant_219552" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="109" name="Constant_234071" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="143" name="Constant_219557" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="110" name="Constant_234076" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="144" name="__module.model.layers.0.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="111" name="__module.model.layers.0.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2047,7 +1478,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="145" name="__module.model.layers.0.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="112" name="__module.model.layers.0.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2072,56 +1503,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="146" name="self.model.layers.0.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
+		<layer id="113" name="self.model.layers.0.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.0.self_attn.rotary_emb.sin_cached">
+				<port id="0" precision="FP32" names="self.model.layers.0.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="147" name="self.model.layers.0.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="148" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="114" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="149" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="115" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="150" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="116" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2145,13 +1552,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="151" name="Constant_29620" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="117" name="Constant_29651" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="152" name="__module.model.layers.0.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="118" name="__module.model.layers.0.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2172,7 +1579,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="153" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="119" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -2190,7 +1597,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="154" name="__module.model.layers.0.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="120" name="__module.model.layers.0.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2215,7 +1622,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="155" name="__module.model.layers.0.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="121" name="__module.model.layers.0.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2240,7 +1647,236 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="156" name="__module.model.layers.0.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="122" name="self.model.layers.0.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="173471724" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="123" name="Convert_311393" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="124" name="self.model.layers.0.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="175568876" size="16384" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="125" name="Convert_311395" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="126" name="self.model.layers.0.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="127" name="self.model.layers.0.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="175585260" size="65536" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="128" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="129" name="Constant_311400" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="130" name="Reshape_311401" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="131" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="132" name="__module.model.layers.0.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="391,key_states.3">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="133" name="Constant_268348" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="134" name="__module.model.layers.0.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="398">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="135" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="136" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="399,key_states.5">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="137" name="__module.model.layers.0.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2265,38 +1901,45 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="157" name="Constant_219601" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="138" name="Constant_234120" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="158" name="Constant_219600" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="139" name="Constant_234119" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="159" name="__module.model.layers.0.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="140" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="141" name="__module.model.layers.0.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="160" name="__module.model.layers.0.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="142" name="__module.model.layers.0.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2309,7 +1952,7 @@
 				<port id="3" precision="I64" names="442,447" />
 			</output>
 		</layer>
-		<layer id="161" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="143" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -2319,7 +1962,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="162" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="144" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -2327,19 +1970,21 @@
 				<port id="1" precision="I64" names="444,445,449,450" />
 			</output>
 		</layer>
-		<layer id="163" name="__module.model.layers.0.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="145" name="Constant_266875" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="164" name="__module.model.layers.0.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="146" name="__module.model.layers.0.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -2347,18 +1992,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="165" name="Constant_219599" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="147" name="Constant_234118" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="166" name="ScatterUpdate_219602" type="ScatterUpdate" version="opset3">
+		<layer id="148" name="ScatterUpdate_234121" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -2379,29 +2021,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="167" name="Constant_219605" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="149" name="Constant_234124" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="168" name="Constant_219608" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="150" name="Constant_234127" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="169" name="__module.model.layers.0.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="151" name="__module.model.layers.0.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2429,32 +2065,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="170" name="Constant_243743_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="152" name="Constant_258396" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="171" name="Constant_243743" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -2462,7 +2076,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="172" name="__module.model.layers.0.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="153" name="__module.model.layers.0.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2487,29 +2101,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="173" name="Constant_219653" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="154" name="Constant_234172" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="174" name="Constant_219658" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="155" name="Constant_234177" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="175" name="__module.model.layers.0.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="156" name="__module.model.layers.0.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2537,7 +2145,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="176" name="__module.model.layers.0.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="157" name="__module.model.layers.0.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2562,7 +2170,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="177" name="__module.model.layers.0.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="158" name="__module.model.layers.0.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2587,7 +2195,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="178" name="__module.model.layers.0.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="159" name="__module.model.layers.0.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2612,7 +2220,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="179" name="__module.model.layers.0.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="160" name="__module.model.layers.0.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2637,7 +2245,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="180" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="161" name="234" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="156694392" size="8" />
+			<output>
+				<port id="0" precision="I64" names="234" />
+			</output>
+		</layer>
+		<layer id="162" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -2657,43 +2271,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="181" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="182" name="Constant_211863" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="163" name="Constant_267279" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="183" name="__module.model.layers.0.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="164" name="Constant_267280" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="184" name="__module.model.layers.0.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="165" name="Gather_267281" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2702,7 +2294,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="464">
@@ -2710,85 +2302,76 @@
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 			</output>
 		</layer>
-		<layer id="185" name="__module.model.layers.0.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="186" name="__module.model.layers.0.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="166" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
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+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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-				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="1" precision="I64">
+					<dim>4</dim>
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="167" name="Constant_268685" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="168" name="__module.model.layers.0.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="169" name="__module.model.layers.0.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
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 				<port id="1" precision="I64">
 					<dim>1</dim>
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+				<port id="2" precision="I32" />
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 			<output>
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+				<port id="3" precision="I64" names="465">
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 		</layer>
-		<layer id="189" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_1_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="158775279" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="170" name="Constant_216070" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="171" name="Constant_227027" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="191" name="Constant_212641" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="172" name="Constant_227028" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="192" name="Gather_212642" type="Gather" version="opset8">
+		<layer id="173" name="Gather_227029" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2805,7 +2388,7 @@
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 			</output>
 		</layer>
-		<layer id="193" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="174" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2827,19 +2410,7 @@
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 			</output>
 		</layer>
-		<layer id="194" name="__module.model.layers.0.self_attn/aten::expand/Abs" type="Abs" version="opset1">
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-			<output>
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-		</layer>
-		<layer id="195" name="__module.model.layers.0.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="175" name="__module.model.layers.0.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2857,82 +2428,27 @@
 				<port id="2" precision="FP32" names="475,hidden_states.13">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="196" name="Constant_45" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="158775279" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="176" name="Constant_268349" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="0" precision="I64" names="213" />
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-		<layer id="197" name="__module.model.layers.0.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" names="476,477" />
-			</output>
-		</layer>
-		<layer id="198" name="Constant_169510" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="199" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-		<layer id="200" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="201" name="__module.model.layers.0.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="177" name="__module.model.layers.0.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -2949,49 +2465,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="202" name="Constant_274972_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="178" name="Constant_304518" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="203" name="Constant_274972" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="204" name="Constant_274965" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="179" name="Constant_304511" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="205" name="Constant_274967" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="180" name="Constant_304513" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="206" name="Constant_274969" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="181" name="Constant_304515" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="207" name="Concat_274970" type="Concat" version="opset1">
+		<layer id="182" name="Concat_304516" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -3013,7 +2517,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="208" name="Broadcast_274973" type="Broadcast" version="opset3">
+		<layer id="183" name="Broadcast_304519" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -3030,7 +2534,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="209" name="ReadValue_269179" type="ReadValue" version="opset6">
+		<layer id="184" name="ReadValue_298490" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.0.valuepresent.0.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3049,13 +2553,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="210" name="Constant_263362" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="185" name="Constant_292438" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="211" name="Gather_263363" type="Gather" version="opset8">
+		<layer id="186" name="Gather_292439" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3078,126 +2582,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="212" name="self.model.layers.0.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="158775303" size="2097152" />
+		<layer id="187" name="self.model.layers.0.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="175650900" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="213" name="Convert_20144" type="Convert" version="opset1">
+		<layer id="188" name="Convert_311383" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="214" name="self.model.layers.0.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="189" name="self.model.layers.0.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="179845204" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="215" name="Convert_20146" type="Convert" version="opset1">
+		<layer id="190" name="Convert_311386" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="216" name="self.model.layers.0.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="191" name="self.model.layers.0.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="217" name="self.model.layers.0.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="160872455" size="65536" />
+		<layer id="192" name="self.model.layers.0.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="179846228" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="218" name="self.model.layers.0.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="193" name="self.model.layers.0.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="219" name="Constant_20151" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="220" name="Reshape_20152" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -3205,11 +2677,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="221" name="self.model.layers.0.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="194" name="self.model.layers.0.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -3223,7 +2692,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="222" name="__module.model.layers.0.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="195" name="__module.model.layers.0.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3244,8 +2713,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="223" name="__module.model.layers.0.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="196" name="Constant_268350" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="197" name="__module.model.layers.0.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -3265,15 +2742,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="224" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="198" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="225" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="199" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -3294,7 +2771,7 @@
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 			</output>
 		</layer>
-		<layer id="226" name="__module.model.layers.0.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="200" name="__module.model.layers.0.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3319,7 +2796,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="227" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="201" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -3339,7 +2816,124 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="228" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="202" name="Constant_304531" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="203" name="Constant_304524" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="204" name="Constant_304526" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="205" name="Constant_304528" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="206" name="Concat_304529" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="207" name="Broadcast_304532" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="208" name="ReadValue_298590" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.31.valuepresent.31.value" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="past_key_values.31.value">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="209" name="Constant_292624" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="210" name="Gather_292625" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="211" name="ShapeOf_267286" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3355,27 +2949,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="229" name="Constant_211872" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="212" name="Constant_267287" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="230" name="__module.model.layers.0.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="213" name="Constant_267288" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="231" name="__module.model.layers.0.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="214" name="Gather_267289" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -3384,82 +2972,84 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="480">
+				<port id="3" precision="I64" names="1160,1330,1500,1670,1840,2010,2180,2350,2520,2690,2860,3030,3200,3370,3540,3710,3880,4050,4220,4390,4560,4730,480,4900,5070,5240,5410,5580,5750,650,820,990">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="232" name="__module.model.layers.0.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="233" name="__module.model.layers.0.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="215" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="481" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="234" name="Constant_169512" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="216" name="Constant_268688" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="235" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="217" name="__module.model.layers.0.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="218" name="__module.model.layers.0.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="481">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="236" name="Constant_212650" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="219" name="Constant_216088" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="220" name="Constant_227037" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="237" name="Constant_212651" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="221" name="Constant_227038" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="238" name="Gather_212652" type="Gather" version="opset8">
+		<layer id="222" name="Gather_227039" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -3476,7 +3066,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="239" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="223" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -3498,19 +3088,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="240" name="__module.model.layers.0.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="241" name="__module.model.layers.0.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="224" name="__module.model.layers.0.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3528,73 +3106,27 @@
 				<port id="2" precision="FP32" names="491,hidden_states.17">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="242" name="__module.model.layers.0.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="492,493" />
-			</output>
-		</layer>
-		<layer id="243" name="Constant_169515" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="225" name="Constant_268351" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="244" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
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-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="245" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="494">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="246" name="__module.model.layers.0.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="226" name="__module.model.layers.0.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -3611,10 +3143,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="247" name="Constant_243745_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="131184414" size="2" />
+		<layer id="227" name="Constant_258398" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -3622,52 +3154,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="248" name="Constant_243745" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="228" name="Constant_266883" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="179848276" size="16" />
 			<output>
-				<port id="1" precision="FP32">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="249" name="__module.model/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
 				<port id="0" precision="I64">
-					<dim>-1</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" names="352">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
+					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="250" name="__module.model/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="229" name="__module.model/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I64">
 					<dim>-1</dim>
-					<dim>1</dim>
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64" names="353,354">
@@ -3678,7 +3181,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="251" name="__module.model/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
+		<layer id="230" name="ShapeOf_267294" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="I64">
@@ -3692,27 +3195,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="252" name="Constant_211881" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="231" name="Constant_267295" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="253" name="__module.model/aten::size/Constant_6" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="232" name="Constant_267296" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
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+				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="254" name="__module.model/aten::size/Gather_6" type="Gather" version="opset8">
+		<layer id="233" name="Gather_267297" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -3721,7 +3218,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
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 			<output>
 				<port id="3" precision="I64" names="315,349">
@@ -3729,38 +3226,29 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="255" name="__module.model/prim::ListConstruct/Reshape_0_1" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="234" name="Constant_216105" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="256" name="Constant_211884" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="235" name="Constant_267300" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="257" name="__module.model/aten::size/Constant_2" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="236" name="Constant_267301" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="258" name="__module.model/aten::size/Gather_2" type="Gather" version="opset8">
+		<layer id="237" name="Gather_267302" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -3769,7 +3257,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
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 			<output>
 				<port id="3" precision="I64" names="350">
@@ -3777,7 +3265,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="259" name="__module.model/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
+		<layer id="238" name="__module.model/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -3799,19 +3287,7 @@
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 			</output>
 		</layer>
-		<layer id="260" name="__module.model/aten::expand/Abs" type="Abs" version="opset1">
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-			</output>
-		</layer>
-		<layer id="261" name="__module.model/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="239" name="__module.model/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="I64">
@@ -3827,18 +3303,18 @@
 			<output>
 				<port id="2" precision="I64" names="356">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
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 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="262" name="__module.model/aten::to/Convert_1" type="Convert" version="opset1">
+		<layer id="240" name="__module.model/aten::to/Convert_1" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -3846,38 +3322,16 @@
 			<output>
 				<port id="1" precision="FP32" names="357">
 					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
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-		</layer>
-		<layer id="263" name="Constant_243744_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="131184414" size="2" />
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="264" name="Constant_243744" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="241" name="Constant_258397" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="131200796" size="4" />
 			<output>
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+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -3885,12 +3339,12 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="265" name="__module.model/aten::rsub/Multiply" type="Multiply" version="opset1">
+		<layer id="242" name="__module.model/aten::rsub/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
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@@ -3904,13 +3358,13 @@
 			<output>
 				<port id="2" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="266" name="__module.model/aten::rsub/Subtract" type="Subtract" version="opset1">
+		<layer id="243" name="__module.model/aten::rsub/Subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3921,7 +3375,7 @@
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -3929,18 +3383,18 @@
 			<output>
 				<port id="2" precision="FP32" names="358,inverted_mask">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="267" name="__module.model/aten::to/Convert_2" type="Convert" version="opset1">
+		<layer id="244" name="__module.model/aten::to/Convert_2" type="Convert" version="opset1">
 			<data destination_type="boolean" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -3948,31 +3402,31 @@
 			<output>
 				<port id="1" precision="BOOL" names="359">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="268" name="__module.model/aten::masked_fill/ConvertLike" type="Const" version="opset1">
-			<data element_type="f32" shape="" offset="160937991" size="4" />
+		<layer id="245" name="__module.model/aten::masked_fill/ConvertLike" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="179848292" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="269" name="__module.model/aten::masked_fill/Select" type="Select" version="opset1">
+		<layer id="246" name="__module.model/aten::masked_fill/Select" type="Select" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="BOOL">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
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 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32" />
 				<port id="2" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -3980,18 +3434,18 @@
 			<output>
 				<port id="3" precision="FP32" names="360,361,expanded_attn_mask">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="270" name="__module.model/aten::to/Convert_4" type="Convert" version="opset1">
+		<layer id="247" name="__module.model/aten::to/Convert_4" type="Convert" version="opset1">
 			<data destination_type="boolean" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -3999,20 +3453,20 @@
 			<output>
 				<port id="1" precision="BOOL" names="362">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="271" name="__module.model/aten::masked_fill/ConvertLike_1" type="Const" version="opset1">
-			<data element_type="f32" shape="" offset="160937991" size="4" />
+		<layer id="248" name="__module.model/aten::masked_fill/ConvertLike_1" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="179848292" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="272" name="Constant_243747" type="Const" version="opset1">
-			<data element_type="i64" shape="1, 1" offset="150386557" size="8" />
+		<layer id="249" name="Constant_258400" type="Const" version="opset1">
+			<data element_type="i64" shape="1, 1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
@@ -4020,37 +3474,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="273" name="__module.model/aten::triu/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="250" name="__module.model/aten::triu/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="274" name="__module.model/aten::ones_like/Convert" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="150386557" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="275" name="__module.model/aten::zeros/Convert_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
-			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="276" name="__module.model/aten::zeros/Convert" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
-			</output>
-		</layer>
-		<layer id="277" name="__module.model/aten::add/Add" type="Add" version="opset1">
+		<layer id="251" name="__module.model/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64" />
@@ -4060,7 +3490,7 @@
 				<port id="2" precision="I64" names="314,key_value_length" />
 			</output>
 		</layer>
-		<layer id="278" name="__module.model/aten::sub/Subtract" type="Subtract" version="opset1">
+		<layer id="252" name="__module.model/aten::sub/Subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64" />
@@ -4070,81 +3500,42 @@
 				<port id="2" precision="I64" names="316,317,past_key_values_length" />
 			</output>
 		</layer>
-		<layer id="279" name="Constant_169519" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="280" name="__module.model/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="253" name="Convert_267444" type="Convert" version="opset1">
+			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="281" name="__module.model/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-				<port id="1" precision="I64">
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-			</input>
-			<output>
-				<port id="2" precision="I64" names="329">
-					<dim>2</dim>
-				</port>
+				<port id="1" precision="I32" />
 			</output>
 		</layer>
-		<layer id="282" name="__module.model/aten::zeros/Broadcast" type="Broadcast" version="opset3">
-			<data mode="numpy" />
-			<input>
-				<port id="0" precision="FP32" />
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
+		<layer id="254" name="__module.model/aten::arange/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
-				<port id="2" precision="FP32" names="330">
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="283" name="__module.model/aten::arange/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="255" name="227" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="179848292" size="4" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="FP32" names="227" />
 			</output>
 		</layer>
-		<layer id="284" name="227" type="Const" version="opset1">
-			<data element_type="f32" shape="" offset="160937991" size="4" />
+		<layer id="256" name="Constant_251260" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="179848296" size="4" />
 			<output>
-				<port id="0" precision="FP32" names="227" />
+				<port id="0" precision="I32">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="285" name="__module.model/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="257" name="__module.model/prim::ListConstruct/Concat_3" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64">
+				<port id="1" precision="I32">
 					<dim>1</dim>
 				</port>
 			</input>
@@ -4154,7 +3545,7 @@
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 			</output>
 		</layer>
-		<layer id="286" name="__module.model/aten::full/Broadcast" type="Broadcast" version="opset3">
+		<layer id="258" name="__module.model/aten::full/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -4169,7 +3560,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="287" name="__module.model/aten::size/ShapeOf_4" type="ShapeOf" version="opset3">
+		<layer id="259" name="ShapeOf_267436" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4183,44 +3574,38 @@
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 			</output>
 		</layer>
-		<layer id="288" name="232" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="260" name="Constant_267437" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I64" names="232" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="289" name="__module.model/aten::size/Constant_4" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="261" name="Constant_267438" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="290" name="__module.model/aten::size/Gather_4" type="Gather" version="opset8">
+		<layer id="262" name="Gather_267439" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
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 			</input>
 			<output>
 				<port id="3" precision="I64" names="320,323" />
 			</output>
 		</layer>
-		<layer id="291" name="__module.model/aten::arange/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="160937995" size="4" />
+		<layer id="263" name="__module.model/aten::arange/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="179848300" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="292" name="__module.model/aten::arange/Range" type="Range" version="opset4">
+		<layer id="264" name="__module.model/aten::arange/Range" type="Range" version="opset4">
 			<data output_type="f32" />
 			<input>
 				<port id="0" precision="I32" />
@@ -4233,7 +3618,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="293" name="__module.model/aten::arange/ConvertLike" type="Convert" version="opset1">
+		<layer id="265" name="__module.model/aten::arange/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4246,15 +3631,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="294" name="Constant_243746" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
+		<layer id="266" name="Constant_258399" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="295" name="__module.model/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="267" name="__module.model/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -4270,49 +3655,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="296" name="Constant_169520" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="268" name="Constant_268352" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="179848304" size="16" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="297" name="__module.model/prim::ListConstruct/Reshape_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="298" name="__module.model/prim::ListConstruct/Concat_4" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="I64" names="324">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="299" name="__module.model/aten::view/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="269" name="__module.model/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>-1</dim>
@@ -4328,7 +3680,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="300" name="__module.model/aten::lt/Less" type="Less" version="opset1">
+		<layer id="270" name="__module.model/aten::lt/Less" type="Less" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -4346,25 +3698,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="301" name="__module.model/aten::masked_fill_/ConvertLike_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="271" name="__module.model/aten::masked_fill_/ConvertLike" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="302" name="__module.model/aten::masked_fill_/ConvertLike" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="303" name="__module.model/aten::masked_fill_/Select" type="Select" version="opset1">
+		<layer id="272" name="__module.model/aten::masked_fill_/Select" type="Select" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -4384,26 +3724,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="304" name="__module.model/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="332_1">
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="305" name="__module.model/aten::ones_like/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="273" name="ShapeOf_267445" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4417,61 +3738,48 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="306" name="__module.model/aten::ones_like/Broadcast" type="Broadcast" version="opset3">
-			<data mode="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32">
-					<dim>2</dim>
-				</port>
-			</input>
+		<layer id="274" name="Constant_267446" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="156694384" size="8" />
 			<output>
-				<port id="2" precision="I64" names="336">
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="307" name="__module.model/aten::triu/ShapeOf" type="ShapeOf" version="opset3">
-			<data output_type="i32" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I32">
-					<dim>2</dim>
-				</port>
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="308" name="__module.model/aten::triu/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="160937999" size="4" />
+		<layer id="275" name="Constant_267447" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="309" name="__module.model/aten::triu/Gather" type="Gather" version="opset7">
+		<layer id="276" name="Gather_267448" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
-				<port id="1" precision="I32" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="310" name="__module.model/aten::triu/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="160937995" size="4" />
+		<layer id="277" name="Add_267449" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
+			<output>
+				<port id="2" precision="I32" />
+			</output>
+		</layer>
+		<layer id="278" name="__module.model/aten::triu/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="179848300" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="311" name="__module.model/aten::triu/Range" type="Range" version="opset4">
+		<layer id="279" name="__module.model/aten::triu/Range" type="Range" version="opset4">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="I32" />
@@ -4484,12 +3792,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="312" name="__module.model/aten::triu/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="280" name="Constant_266885" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="179848320" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="281" name="__module.model/aten::triu/Unsqueeze" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I32">
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I32">
@@ -4498,13 +3817,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="313" name="Constant_240886" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="160938003" size="8" />
+		<layer id="282" name="Constant_255539" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="179848336" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="314" name="__module.model/aten::add/Add_2" type="Add" version="opset1">
+		<layer id="283" name="__module.model/aten::add/Add_2" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64" />
@@ -4514,7 +3833,7 @@
 				<port id="2" precision="I64" names="334,335" />
 			</output>
 		</layer>
-		<layer id="315" name="__module.model/aten::triu/Convert" type="Convert" version="opset1">
+		<layer id="284" name="Convert_267650" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="I64" />
@@ -4523,26 +3842,16 @@
 				<port id="1" precision="I32" />
 			</output>
 		</layer>
-		<layer id="316" name="__module.model/aten::triu/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="160938011" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="317" name="__module.model/aten::triu/Gather_1" type="Gather" version="opset7">
-			<data batch_dims="0" />
+		<layer id="285" name="Convert_267845" type="Convert" version="opset1">
+			<data destination_type="i32" />
 			<input>
-				<port id="0" precision="I32">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I32" />
-				<port id="2" precision="I32" />
+				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I32" />
+				<port id="1" precision="I32" />
 			</output>
 		</layer>
-		<layer id="318" name="__module.model/aten::triu/Add" type="Add" version="opset1">
+		<layer id="286" name="__module.model/aten::triu/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -4552,7 +3861,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="319" name="__module.model/aten::triu/Range_1" type="Range" version="opset4">
+		<layer id="287" name="__module.model/aten::triu/Range_1" type="Range" version="opset4">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="I32" />
@@ -4565,12 +3874,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="320" name="__module.model/aten::triu/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="288" name="Constant_266887" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="179848304" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="289" name="__module.model/aten::triu/Unsqueeze_1" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I32">
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I32">
@@ -4579,7 +3899,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="321" name="__module.model/aten::triu/GreaterEqual" type="GreaterEqual" version="opset1">
+		<layer id="290" name="__module.model/aten::triu/GreaterEqual" type="GreaterEqual" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -4598,13 +3918,126 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="322" name="__module.model/aten::triu/ConvertLike" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="291" name="__module.model/aten::ones_like/Convert" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="292" name="__module.model/aten::zeros/Convert" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="293" name="Constant_267304" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="294" name="Reshape_267305" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="295" name="__module.model/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="329">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="296" name="__module.model/aten::zeros/Broadcast" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="330">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="297" name="__module.model/aten::cat/Concat" type="Concat" version="opset1">
+			<data axis="-1" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="332_1">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="298" name="__module.model/aten::ones_like/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="299" name="__module.model/aten::ones_like/Broadcast" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="336">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="300" name="__module.model/aten::triu/ConvertLike" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="323" name="__module.model/aten::triu/Select" type="Select" version="opset1">
+		<layer id="301" name="__module.model/aten::triu/Select" type="Select" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -4624,7 +4057,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="324" name="__module.model/aten::rsub/Subtract_1" type="Subtract" version="opset1">
+		<layer id="302" name="__module.model/aten::rsub/Subtract_1" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -4643,7 +4076,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="325" name="__module.model/aten::to/Convert_6" type="Convert" version="opset1">
+		<layer id="303" name="__module.model/aten::to/Convert_6" type="Convert" version="opset1">
 			<data destination_type="boolean" />
 			<input>
 				<port id="0" precision="I64">
@@ -4658,13 +4091,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="326" name="__module.model/aten::masked_fill_/ConvertLike_1" type="Const" version="opset1">
-			<data element_type="f32" shape="" offset="160937991" size="4" />
+		<layer id="304" name="__module.model/aten::masked_fill_/ConvertLike_1" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="179848292" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="327" name="__module.model/aten::masked_fill_/Select_1" type="Select" version="opset1">
+		<layer id="305" name="__module.model/aten::masked_fill_/Select_1" type="Select" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -4684,36 +4117,23 @@
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 		</layer>
-		<layer id="328" name="228" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="306" name="Constant_266889" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="179848344" size="16" />
 			<output>
-				<port id="0" precision="I64" names="228" />
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-				<port id="0" precision="FP32">
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-				<port id="2" precision="FP32" names="341">
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-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="330" name="__module.model/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="307" name="__module.model/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I64" />
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+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP32" names="342,343,344">
@@ -4724,42 +4144,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="331" name="__module.model/aten::add/Add_3" type="Add" version="opset1">
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-			<output>
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-		<layer id="332" name="Constant_169521" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="308" name="Constant_216119" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="333" name="__module.model/prim::ListConstruct/Reshape_2_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="309" name="__module.model/aten::add/Add_3" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="345,346">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="334" name="__module.model/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="310" name="__module.model/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -4781,19 +4190,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="335" name="__module.model/aten::expand/Abs_1" type="Abs" version="opset1">
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-				<port id="0" precision="I64">
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-			<output>
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-				</port>
-			</output>
-		</layer>
-		<layer id="336" name="__module.model/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="311" name="__module.model/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4809,25 +4206,25 @@
 			<output>
 				<port id="2" precision="FP32" names="348,causal_4d_mask">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="337" name="__module.model/aten::masked_fill/Select_1" type="Select" version="opset1">
+		<layer id="312" name="__module.model/aten::masked_fill/Select_1" type="Select" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="BOOL">
 					<dim>-1</dim>
-					<dim>-1</dim>
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 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32" />
 				<port id="2" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -4835,13 +4232,13 @@
 			<output>
 				<port id="3" precision="FP32" names="363,attention_mask">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="338" name="__module.model.layers.0.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="313" name="__module.model.layers.0.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4864,7 +4261,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -4878,15 +4275,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="339" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="314" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="340" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="315" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -4907,35 +4304,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="341" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_1_7" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="160938015" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="316" name="Constant_268353" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
 				<port id="0" precision="I64">
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-		</layer>
-		<layer id="342" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-			<output>
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 					<dim>3</dim>
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 			</output>
 		</layer>
-		<layer id="343" name="__module.model.layers.0.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="317" name="__module.model.layers.0.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -4955,126 +4333,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="344" name="self.model.layers.0.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="160938023" size="8388608" />
+		<layer id="318" name="self.model.layers.0.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 4096" offset="179848384" size="16777216" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="345" name="Convert_20174" type="Convert" version="opset1">
+		<layer id="319" name="Convert_311416" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>4096</dim>
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-					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="320" name="self.model.layers.0.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 1" offset="196625600" size="4096" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="347" name="Convert_20176" type="Convert" version="opset1">
+		<layer id="321" name="Convert_311419" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="348" name="self.model.layers.0.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="322" name="self.model.layers.0.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="169326631" size="262144" />
+		<layer id="323" name="self.model.layers.0.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 1" offset="196629696" size="8192" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="350" name="self.model.layers.0.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="324" name="self.model.layers.0.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="351" name="Constant_20181" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
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-			</output>
-		</layer>
-		<layer id="352" name="Reshape_20182" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -5082,11 +4428,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="353" name="self.model.layers.0.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="325" name="self.model.layers.0.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -5100,7 +4443,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="354" name="__module.model.layers.0.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="326" name="__module.model.layers.0.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -5121,7 +4464,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="355" name="__module.model.layers.0/aten::add/Add" type="Add" version="opset1">
+		<layer id="327" name="__module.model.layers.0/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -5143,97 +4486,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="356" name="Constant_243751_compressed" type="Const" version="opset1">
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-					<dim>1</dim>
-					<dim>4096</dim>
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-		</layer>
-		<layer id="357" name="Constant_243751" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="328" name="Constant_258404" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
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-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
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-					<dim>1</dim>
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-		<layer id="359" name="Constant_243750" type="Convert" version="opset1">
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-		<layer id="360" name="Constant_243748_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="329" name="Constant_258403" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
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 					<dim>1</dim>
 					<dim>1</dim>
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-		<layer id="361" name="Constant_243748" type="Convert" version="opset1">
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-			<rt_info>
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+		<layer id="330" name="Constant_258401" type="Const" version="opset1">
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@@ -5255,15 +4538,15 @@
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@@ -5283,37 +4566,17 @@
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@@ -5335,7 +4598,7 @@
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@@ -5351,7 +4614,7 @@
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@@ -5373,7 +4636,7 @@
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@@ -5395,7 +4658,7 @@
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@@ -5417,8 +4680,8 @@
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@@ -5427,7 +4690,7 @@
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@@ -5444,28 +4707,34 @@
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 				<port id="0" precision="U4">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -5474,6 +4743,8 @@
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 				<port id="1" precision="FP16">
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@@ -5485,8 +4756,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="198957095" size="917504" />
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 				<port id="0" precision="FP16">
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@@ -5495,7 +4766,7 @@
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 		</layer>
-		<layer id="378" name="self.model.layers.0.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -5517,15 +4788,15 @@
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+		<layer id="347" name="Constant_311444" type="Const" version="opset1">
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-		<layer id="380" name="Reshape_20202" type="Reshape" version="opset1">
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 			<input>
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@@ -5544,11 +4815,8 @@
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 		</layer>
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 			<data destination_type="f32" />
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 			<input>
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@@ -5562,7 +4830,7 @@
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 		</layer>
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@@ -5583,7 +4851,7 @@
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 				<port id="0" precision="FP32">
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@@ -5599,126 +4867,94 @@
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 			<data destination_type="f16" />
 			<input>
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 				<port id="1" precision="FP16">
 					<dim>14336</dim>
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-					<dim>128</dim>
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 		</layer>
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-			<data element_type="u4" shape="1" offset="229234743" size="1" />
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 			<output>
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 					<dim>1</dim>
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 		</layer>
-		<layer id="387" name="Convert_20186" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="388" name="self.model.layers.0.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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-					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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 			<output>
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 					<dim>14336</dim>
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-					<dim>128</dim>
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-			<data element_type="f16" shape="14336, 32, 1" offset="229234744" size="917504" />
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 				<port id="0" precision="FP16">
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 				<port id="1" precision="FP16">
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 			<output>
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@@ -5726,11 +4962,8 @@
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 			<data destination_type="f32" />
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@@ -5744,7 +4977,7 @@
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@@ -5765,7 +4998,7 @@
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@@ -5787,8 +5020,8 @@
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@@ -5797,7 +5030,7 @@
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 			<input>
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@@ -5814,28 +5047,34 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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@@ -5844,6 +5083,8 @@
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@@ -5855,8 +5096,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="259512377" size="917504" />
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@@ -5865,7 +5106,7 @@
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@@ -5887,15 +5128,15 @@
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@@ -5914,11 +5155,8 @@
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@@ -5932,7 +5170,7 @@
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@@ -5975,97 +5213,37 @@
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-					<dim>4096</dim>
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+		<layer id="374" name="Constant_258408" type="Const" version="opset1">
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 					<dim>1</dim>
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
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 		</layer>
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+		<layer id="377" name="__module.model.layers.1.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -6087,15 +5265,15 @@
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 		</layer>
-		<layer id="415" name="Constant_1040" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="378" name="Constant_1040" type="Const" version="opset1">
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 		</layer>
-		<layer id="416" name="__module.model.layers.1.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="379" name="__module.model.layers.1.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -6115,37 +5293,17 @@
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-			<data element_type="f16" shape="1, 1, 1" offset="131184426" size="2" />
+		<layer id="380" name="Constant_258406" type="Const" version="opset1">
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-				<port id="1" precision="FP32">
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+		<layer id="381" name="__module.model.layers.1.input_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -6167,7 +5325,7 @@
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 		</layer>
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+		<layer id="382" name="__module.model.layers.1.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -6183,7 +5341,7 @@
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 		</layer>
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+		<layer id="383" name="__module.model.layers.1.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -6205,7 +5363,7 @@
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 		</layer>
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+		<layer id="384" name="__module.model.layers.1.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6227,7 +5385,7 @@
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 		</layer>
-		<layer id="423" name="__module.model.layers.1.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="385" name="__module.model.layers.1.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -6249,8 +5407,8 @@
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@@ -6259,7 +5417,7 @@
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 		</layer>
-		<layer id="425" name="Convert_20234" type="Convert" version="opset1">
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@@ -6276,28 +5434,34 @@
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-			<data element_type="u4" shape="1" offset="268826697" size="1" />
+		<layer id="388" name="self.model.layers.1.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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 		</layer>
-		<layer id="427" name="Convert_20236" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="428" name="self.model.layers.1.self_attn.q_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -6306,6 +5470,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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@@ -6317,8 +5483,8 @@
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+		<layer id="391" name="self.model.layers.1.self_attn.q_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -6327,7 +5493,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -6349,15 +5515,15 @@
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+		<layer id="393" name="Constant_311488" type="Const" version="opset1">
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-		<layer id="432" name="Reshape_20242" type="Reshape" version="opset1">
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@@ -6376,11 +5542,8 @@
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 			<data destination_type="f32" />
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@@ -6394,7 +5557,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -6415,79 +5578,16 @@
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@@ -6507,15 +5607,15 @@
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 			</output>
 		</layer>
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 				<port id="0" precision="FP32">
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@@ -6536,360 +5636,54 @@
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 		</layer>
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 		</layer>
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+			<data element_type="i64" shape="1" offset="4" size="8" />
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+		<layer id="403" name="Constant_304557" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
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-		<layer id="464" name="Constant_274998_compressed" type="Const" version="opset1">
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-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="466" name="Constant_274991" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="404" name="Constant_304550" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="467" name="Constant_274993" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="405" name="Constant_304552" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="468" name="Constant_274995" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="406" name="Constant_304554" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="469" name="Concat_274996" type="Concat" version="opset1">
+		<layer id="407" name="Concat_304555" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -6911,7 +5705,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="470" name="Broadcast_274999" type="Broadcast" version="opset3">
+		<layer id="408" name="Broadcast_304558" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -6928,7 +5722,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="471" name="ReadValue_269181" type="ReadValue" version="opset6">
+		<layer id="409" name="ReadValue_298492" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.1.keypresent.1.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6947,13 +5741,13 @@
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 			</output>
 		</layer>
-		<layer id="472" name="Constant_263365" type="Const" version="opset1">
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+		<layer id="410" name="Constant_292441" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="473" name="Gather_263366" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6976,7 +5770,7 @@
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 			</output>
 		</layer>
-		<layer id="474" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="412" name="ShapeOf_267851" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6992,70 +5786,62 @@
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 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
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+		<layer id="413" name="Constant_268691" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="414" name="Constant_267853" type="Const" version="opset1">
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+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="476" name="__module.model.layers.1.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64" />
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 			<output>
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+				<port id="3" precision="I64" names="578">
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="477" name="__module.model.layers.1.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="416" name="__module.model.layers.1.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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-				<port id="0" precision="I64" />
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+				<port id="0" precision="I64">
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+				<port id="1" precision="I64">
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 			<output>
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+				<port id="2" precision="I64" names="577,581,582,kv_seq_len.3">
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 		</layer>
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 		</layer>
-		<layer id="481" name="__module.model.layers.1.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="418" name="__module.model.layers.1.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7079,13 +5865,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="482" name="Constant_29623" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="419" name="Constant_29654" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="483" name="__module.model.layers.1.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="420" name="__module.model.layers.1.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7106,7 +5892,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="484" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="421" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7124,7 +5910,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="485" name="__module.model.layers.1.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="422" name="__module.model.layers.1.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7149,29 +5935,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="486" name="Constant_219813" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="423" name="Constant_234332" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="487" name="Constant_219812" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="424" name="Constant_234331" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="488" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="425" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7187,16 +5967,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="489" name="__module.model.layers.1.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="426" name="__module.model.layers.1.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="490" name="__module.model.layers.1.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="427" name="__module.model.layers.1.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -7209,7 +5986,7 @@
 				<port id="3" precision="I64" names="599,604" />
 			</output>
 		</layer>
-		<layer id="491" name="__module.model.layers.1.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="428" name="__module.model.layers.1.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -7219,7 +5996,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="492" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="429" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -7227,19 +6004,21 @@
 				<port id="1" precision="I64" names="601,602,606,607" />
 			</output>
 		</layer>
-		<layer id="493" name="__module.model.layers.1.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="430" name="Constant_266895" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="494" name="__module.model.layers.1.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="431" name="__module.model.layers.1.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -7247,18 +6026,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="495" name="Constant_219811" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="432" name="Constant_234330" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="496" name="ScatterUpdate_219814" type="ScatterUpdate" version="opset3">
+		<layer id="433" name="ScatterUpdate_234333" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -7279,29 +6055,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="497" name="Constant_219817" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="434" name="Constant_234336" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="498" name="Constant_219820" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="435" name="Constant_234339" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="499" name="__module.model.layers.1.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="436" name="__module.model.layers.1.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7329,32 +6099,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="500" name="Constant_243756_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="437" name="Constant_258409" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="501" name="Constant_243756" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -7362,7 +6110,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="502" name="__module.model.layers.1.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="438" name="__module.model.layers.1.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7387,29 +6135,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="503" name="Constant_219865" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="439" name="Constant_234384" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="504" name="Constant_219870" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="440" name="Constant_234389" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="505" name="__module.model.layers.1.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="441" name="__module.model.layers.1.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7437,7 +6179,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="506" name="__module.model.layers.1.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="442" name="__module.model.layers.1.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7462,56 +6204,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="507" name="self.model.layers.1.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
+		<layer id="443" name="self.model.layers.1.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.1.self_attn.rotary_emb.sin_cached">
+				<port id="0" precision="FP32" names="self.model.layers.1.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="508" name="self.model.layers.1.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="509" name="__module.model.layers.1.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="444" name="__module.model.layers.1.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="510" name="__module.model.layers.1.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="445" name="__module.model.layers.1.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="511" name="__module.model.layers.1.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="446" name="__module.model.layers.1.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7535,13 +6253,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="512" name="Constant_29626" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="447" name="Constant_29657" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="513" name="__module.model.layers.1.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="448" name="__module.model.layers.1.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7562,7 +6280,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="514" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="449" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7580,7 +6298,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="515" name="__module.model.layers.1.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="450" name="__module.model.layers.1.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7605,7 +6323,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="516" name="__module.model.layers.1.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="451" name="__module.model.layers.1.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7630,7 +6348,236 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="517" name="__module.model.layers.1.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="452" name="self.model.layers.1.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="325164256" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="453" name="Convert_311470" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="454" name="self.model.layers.1.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="327261408" size="16384" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="455" name="Convert_311472" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="456" name="self.model.layers.1.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="457" name="self.model.layers.1.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="327277792" size="65536" />
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+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
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+		</layer>
+		<layer id="458" name="self.model.layers.1.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="459" name="Constant_311477" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="460" name="Reshape_311478" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
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+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="461" name="self.model.layers.1.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
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+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="462" name="__module.model.layers.1.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
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+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
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+				<port id="2" precision="FP32" names="564,key_states.9">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="463" name="Constant_268355" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="464" name="__module.model.layers.1.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="571">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="465" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="466" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="572,key_states.11">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="467" name="__module.model.layers.1.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7655,38 +6602,45 @@
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="468" name="Constant_234433" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="469" name="Constant_234432" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="470" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="471" name="__module.model.layers.1.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="521" name="__module.model.layers.1.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="472" name="__module.model.layers.1.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -7699,7 +6653,7 @@
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 		</layer>
-		<layer id="522" name="__module.model.layers.1.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="473" name="__module.model.layers.1.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -7709,7 +6663,7 @@
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 			</output>
 		</layer>
-		<layer id="523" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="474" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
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@@ -7717,19 +6671,21 @@
 				<port id="1" precision="I64" names="617,618,622,623" />
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="475" name="Constant_266897" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="525" name="__module.model.layers.1.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="476" name="__module.model.layers.1.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -7737,18 +6693,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="526" name="Constant_219912" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="477" name="Constant_234431" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="527" name="ScatterUpdate_219915" type="ScatterUpdate" version="opset3">
+		<layer id="478" name="ScatterUpdate_234434" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -7769,29 +6722,23 @@
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 			</output>
 		</layer>
-		<layer id="528" name="Constant_219918" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="479" name="Constant_234437" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="480" name="Constant_234440" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="530" name="__module.model.layers.1.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="481" name="__module.model.layers.1.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7819,32 +6766,10 @@
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 			</output>
 		</layer>
-		<layer id="531" name="Constant_243757_compressed" type="Const" version="opset1">
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-		<layer id="532" name="Constant_243757" type="Convert" version="opset1">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="482" name="Constant_258410" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -7852,7 +6777,7 @@
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 			</output>
 		</layer>
-		<layer id="533" name="__module.model.layers.1.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="483" name="__module.model.layers.1.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7877,29 +6802,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="534" name="Constant_219966" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="484" name="Constant_234485" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="485" name="Constant_234490" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="536" name="__module.model.layers.1.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="486" name="__module.model.layers.1.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7927,7 +6846,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="537" name="__module.model.layers.1.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="487" name="__module.model.layers.1.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7952,7 +6871,7 @@
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 			</output>
 		</layer>
-		<layer id="538" name="__module.model.layers.1.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="488" name="__module.model.layers.1.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7977,7 +6896,7 @@
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 			</output>
 		</layer>
-		<layer id="539" name="__module.model.layers.1.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="489" name="__module.model.layers.1.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8002,7 +6921,7 @@
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 			</output>
 		</layer>
-		<layer id="540" name="__module.model.layers.1.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="490" name="__module.model.layers.1.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8027,7 +6946,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="541" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="491" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -8047,43 +6966,21 @@
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 			</output>
 		</layer>
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-					<dim>8</dim>
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-			<output>
-				<port id="1" precision="I64">
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-		<layer id="543" name="Constant_211893" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="492" name="Constant_267857" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
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-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="493" name="Constant_267858" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="545" name="__module.model.layers.1.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="494" name="Gather_267859" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -8092,7 +6989,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
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 			<output>
 				<port id="3" precision="I64" names="634">
@@ -8100,74 +6997,76 @@
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 			</output>
 		</layer>
-		<layer id="546" name="__module.model.layers.1.self_attn/aten::size/Constant_9" type="Const" version="opset1">
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-			</rt_info>
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-		<layer id="547" name="__module.model.layers.1.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="495" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="635" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="548" name="Constant_169526" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="496" name="Constant_268694" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="549" name="__module.model.layers.1.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="497" name="__module.model.layers.1.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="498" name="__module.model.layers.1.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="635">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="499" name="Constant_216134" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="550" name="Constant_212675" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="500" name="Constant_227062" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="551" name="Constant_212676" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="501" name="Constant_227063" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="552" name="Gather_212677" type="Gather" version="opset8">
+		<layer id="502" name="Gather_227064" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -8184,7 +7083,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="553" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="503" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -8206,19 +7105,7 @@
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 			</output>
 		</layer>
-		<layer id="554" name="__module.model.layers.1.self_attn/aten::expand/Abs" type="Abs" version="opset1">
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-				<port id="0" precision="I64">
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-			<output>
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-			</output>
-		</layer>
-		<layer id="555" name="__module.model.layers.1.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="504" name="__module.model.layers.1.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8236,73 +7123,27 @@
 				<port id="2" precision="FP32" names="645,hidden_states.43">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="556" name="__module.model.layers.1.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="646,647" />
-			</output>
-		</layer>
-		<layer id="557" name="Constant_169529" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="505" name="Constant_268356" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="558" name="__module.model.layers.1.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
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-					<dim>1</dim>
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-		</layer>
-		<layer id="559" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
-					<dim>2</dim>
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-			</input>
-			<output>
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 				</port>
 			</output>
 		</layer>
-		<layer id="560" name="__module.model.layers.1.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="506" name="__module.model.layers.1.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -8319,49 +7160,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="561" name="Constant_274985_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="507" name="Constant_304544" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="562" name="Constant_274985" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="563" name="Constant_274978" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="508" name="Constant_304537" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="564" name="Constant_274980" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="509" name="Constant_304539" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="565" name="Constant_274982" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="510" name="Constant_304541" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="566" name="Concat_274983" type="Concat" version="opset1">
+		<layer id="511" name="Concat_304542" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -8383,7 +7212,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="567" name="Broadcast_274986" type="Broadcast" version="opset3">
+		<layer id="512" name="Broadcast_304545" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -8400,7 +7229,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="568" name="ReadValue_269183" type="ReadValue" version="opset6">
+		<layer id="513" name="ReadValue_298494" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.1.valuepresent.1.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8419,13 +7248,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="569" name="Constant_263368" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="514" name="Constant_292444" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="570" name="Gather_263369" type="Gather" version="opset8">
+		<layer id="515" name="Gather_292445" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8448,126 +7277,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="571" name="self.model.layers.1.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="271251531" size="2097152" />
+		<layer id="516" name="self.model.layers.1.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="327343328" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="572" name="Convert_20214" type="Convert" version="opset1">
+		<layer id="517" name="Convert_311460" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="573" name="self.model.layers.1.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="518" name="self.model.layers.1.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="331537632" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="574" name="Convert_20216" type="Convert" version="opset1">
+		<layer id="519" name="Convert_311463" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="575" name="self.model.layers.1.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="520" name="self.model.layers.1.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="576" name="self.model.layers.1.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="273348683" size="65536" />
+		<layer id="521" name="self.model.layers.1.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="331538656" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="577" name="self.model.layers.1.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="522" name="self.model.layers.1.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="578" name="Constant_20221" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
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-			</output>
-		</layer>
-		<layer id="579" name="Reshape_20222" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -8575,11 +7372,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="580" name="self.model.layers.1.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="523" name="self.model.layers.1.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -8593,7 +7387,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="581" name="__module.model.layers.1.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="524" name="__module.model.layers.1.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8614,8 +7408,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="582" name="__module.model.layers.1.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="525" name="Constant_268357" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="526" name="__module.model.layers.1.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
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 					<dim>-1</dim>
@@ -8635,15 +7437,15 @@
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-		<layer id="583" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="527" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
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 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="584" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="528" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -8664,7 +7466,7 @@
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 			</output>
 		</layer>
-		<layer id="585" name="__module.model.layers.1.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="529" name="__module.model.layers.1.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -8689,7 +7491,7 @@
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 		</layer>
-		<layer id="586" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="530" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -8709,7 +7511,7 @@
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 			</output>
 		</layer>
-		<layer id="587" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="531" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8725,27 +7527,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="588" name="Constant_211902" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="532" name="Constant_268697" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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-		<layer id="589" name="__module.model.layers.1.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="533" name="__module.model.layers.1.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="590" name="__module.model.layers.1.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="534" name="__module.model.layers.1.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -8757,79 +7553,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="650">
+				<port id="3" precision="I64" names="651">
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 				</port>
 			</output>
 		</layer>
-		<layer id="591" name="__module.model.layers.1.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
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-		<layer id="592" name="__module.model.layers.1.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
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-			<output>
-				<port id="3" precision="I64" names="651" />
-			</output>
-		</layer>
-		<layer id="593" name="Constant_169531" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="535" name="Constant_216152" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="594" name="__module.model.layers.1.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
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-		</layer>
-		<layer id="595" name="Constant_212685" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="536" name="Constant_227072" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="596" name="Constant_212686" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="537" name="Constant_227073" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="597" name="Gather_212687" type="Gather" version="opset8">
+		<layer id="538" name="Gather_227074" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -8846,7 +7597,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="598" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="539" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -8868,19 +7619,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="599" name="__module.model.layers.1.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
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-			</input>
-			<output>
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-			</output>
-		</layer>
-		<layer id="600" name="__module.model.layers.1.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="540" name="__module.model.layers.1.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8898,73 +7637,27 @@
 				<port id="2" precision="FP32" names="661,hidden_states.47">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="601" name="__module.model.layers.1.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="662,663" />
-			</output>
-		</layer>
-		<layer id="602" name="Constant_169534" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="541" name="Constant_268358" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="603" name="__module.model.layers.1.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="604" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-				<port id="1" precision="I64">
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-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
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-			</input>
-			<output>
-				<port id="3" precision="I64" names="664">
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 				</port>
 			</output>
 		</layer>
-		<layer id="605" name="__module.model.layers.1.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="542" name="__module.model.layers.1.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -8981,7 +7674,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="606" name="__module.model.layers.1.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="543" name="__module.model.layers.1.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9004,7 +7697,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -9018,15 +7711,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="607" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="544" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="608" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="545" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9047,24 +7740,16 @@
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 			</output>
 		</layer>
-		<layer id="609" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="546" name="Constant_268359" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="669">
+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="610" name="__module.model.layers.1.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="547" name="__module.model.layers.1.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9084,8 +7769,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="611" name="self.model.layers.1.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="273414219" size="8388608" />
+		<layer id="548" name="self.model.layers.1.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="331540704" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -9094,7 +7779,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="612" name="Convert_20244" type="Convert" version="opset1">
+		<layer id="549" name="Convert_311492" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -9111,28 +7796,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="613" name="self.model.layers.1.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="550" name="self.model.layers.1.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="339929312" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="614" name="Convert_20246" type="Convert" version="opset1">
+		<layer id="551" name="Convert_311494" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="615" name="self.model.layers.1.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="552" name="self.model.layers.1.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9141,6 +7832,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -9152,8 +7845,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="616" name="self.model.layers.1.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="281802827" size="262144" />
+		<layer id="553" name="self.model.layers.1.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="339994848" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -9162,7 +7855,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="617" name="self.model.layers.1.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="554" name="self.model.layers.1.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9184,15 +7877,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="618" name="Constant_20251" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="555" name="Constant_311499" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="619" name="Reshape_20252" type="Reshape" version="opset1">
+		<layer id="556" name="Reshape_311500" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9211,11 +7904,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="620" name="self.model.layers.1.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="557" name="self.model.layers.1.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -9229,7 +7919,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="621" name="__module.model.layers.1.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="558" name="__module.model.layers.1.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9250,7 +7940,7 @@
 				</port>
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@@ -9272,97 +7962,37 @@
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@@ -9412,37 +8042,17 @@
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@@ -9464,7 +8074,7 @@
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@@ -9502,7 +8112,7 @@
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@@ -9524,7 +8134,7 @@
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@@ -9546,8 +8156,8 @@
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 				<port id="0" precision="U4">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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@@ -9603,6 +8219,8 @@
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 				<port id="1" precision="FP16">
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@@ -9614,8 +8232,8 @@
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@@ -9624,7 +8242,7 @@
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@@ -9646,15 +8264,15 @@
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@@ -9673,11 +8291,8 @@
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 			<data destination_type="f32" />
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@@ -9691,7 +8306,7 @@
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@@ -9712,7 +8327,7 @@
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 				<port id="0" precision="FP32">
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@@ -9728,8 +8343,8 @@
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 				<port id="0" precision="U4">
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@@ -9738,7 +8353,7 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -9755,28 +8370,34 @@
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 			<output>
 				<port id="0" precision="U4">
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 		</layer>
-		<layer id="654" name="Convert_20256" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP16">
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@@ -9785,6 +8406,8 @@
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 				<port id="1" precision="FP16">
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@@ -9796,8 +8419,8 @@
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@@ -9806,7 +8429,7 @@
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@@ -9828,15 +8451,15 @@
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@@ -9855,11 +8478,8 @@
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@@ -9873,7 +8493,7 @@
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@@ -9916,8 +8536,8 @@
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@@ -9926,7 +8546,7 @@
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@@ -9943,28 +8563,34 @@
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-			<data element_type="u4" shape="1" offset="371988555" size="1" />
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 				<port id="0" precision="U4">
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@@ -9973,6 +8599,8 @@
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@@ -9984,8 +8612,8 @@
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@@ -9994,7 +8622,7 @@
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@@ -10016,15 +8644,15 @@
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@@ -10043,11 +8671,8 @@
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@@ -10061,7 +8686,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -10082,7 +8707,7 @@
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@@ -10104,97 +8729,37 @@
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
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@@ -10216,15 +8781,15 @@
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+		<layer id="612" name="Constant_1716" type="Const" version="opset1">
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@@ -10244,37 +8809,17 @@
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@@ -10296,7 +8841,7 @@
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@@ -10312,7 +8857,7 @@
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-					<dim>128</dim>
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 			<data destination_type="f16" />
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 			<output>
 				<port id="1" precision="FP16">
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@@ -10523,7 +9033,7 @@
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@@ -10544,79 +9054,16 @@
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@@ -10636,15 +9083,15 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -10665,360 +9112,54 @@
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 		</layer>
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-		<layer id="736" name="Concat_275022" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
@@ -11040,7 +9181,7 @@
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-		<layer id="737" name="Broadcast_275025" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
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@@ -11057,7 +9198,7 @@
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-		<layer id="738" name="ReadValue_269225" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.2.keypresent.2.key" variable_type="f32" variable_shape="?,8,?,128" />
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@@ -11076,13 +9217,13 @@
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 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="740" name="Gather_263372" type="Gather" version="opset8">
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@@ -11105,7 +9246,7 @@
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 			<input>
 				<port id="0" precision="FP32">
@@ -11121,70 +9262,62 @@
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 			</output>
 		</layer>
-		<layer id="742" name="__module.model.layers.2.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="645" name="Constant_268700" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="743" name="__module.model.layers.2.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="646" name="Constant_267869" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="647" name="Gather_267870" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="748" />
+				<port id="3" precision="I64" names="748">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="744" name="__module.model.layers.2.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="648" name="__module.model.layers.2.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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-				<port id="1" precision="I64" />
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-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-			<output>
-				<port id="0" precision="I32" />
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="747,751,752,kv_seq_len.5">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="747" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="649" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="748" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="650" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11208,13 +9341,13 @@
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 			</output>
 		</layer>
-		<layer id="749" name="Constant_29629" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="651" name="Constant_29660" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="750" name="__module.model.layers.2.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="652" name="__module.model.layers.2.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11235,7 +9368,7 @@
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 			</output>
 		</layer>
-		<layer id="751" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="653" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -11253,7 +9386,7 @@
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 			</output>
 		</layer>
-		<layer id="752" name="__module.model.layers.2.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="654" name="__module.model.layers.2.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11278,29 +9411,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="753" name="Constant_220089" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="655" name="Constant_234608" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="754" name="Constant_220088" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="656" name="Constant_234607" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="755" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="657" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11316,16 +9443,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="756" name="__module.model.layers.2.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="658" name="__module.model.layers.2.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="757" name="__module.model.layers.2.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="659" name="__module.model.layers.2.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -11338,7 +9462,7 @@
 				<port id="3" precision="I64" names="769,774" />
 			</output>
 		</layer>
-		<layer id="758" name="__module.model.layers.2.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="660" name="__module.model.layers.2.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -11348,7 +9472,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="759" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="661" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -11356,19 +9480,21 @@
 				<port id="1" precision="I64" names="771,772,776,777" />
 			</output>
 		</layer>
-		<layer id="760" name="__module.model.layers.2.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="662" name="Constant_266907" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="761" name="__module.model.layers.2.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="663" name="__module.model.layers.2.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -11376,18 +9502,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="762" name="Constant_220087" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="664" name="Constant_234606" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="763" name="ScatterUpdate_220090" type="ScatterUpdate" version="opset3">
+		<layer id="665" name="ScatterUpdate_234609" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -11408,29 +9531,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="764" name="Constant_220093" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="666" name="Constant_234612" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="765" name="Constant_220096" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="667" name="Constant_234615" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="766" name="__module.model.layers.2.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="668" name="__module.model.layers.2.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11458,32 +9575,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="767" name="Constant_243766_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="768" name="Constant_243766" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="669" name="Constant_258419" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -11491,7 +9586,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="769" name="__module.model.layers.2.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="670" name="__module.model.layers.2.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11516,29 +9611,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="770" name="Constant_220141" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="671" name="Constant_234660" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="771" name="Constant_220146" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="672" name="Constant_234665" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="772" name="__module.model.layers.2.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="673" name="__module.model.layers.2.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11566,7 +9655,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="773" name="__module.model.layers.2.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="674" name="__module.model.layers.2.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11591,56 +9680,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="774" name="self.model.layers.2.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
+		<layer id="675" name="self.model.layers.2.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.2.self_attn.rotary_emb.sin_cached">
+				<port id="0" precision="FP32" names="self.model.layers.2.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="775" name="self.model.layers.2.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="776" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="676" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="777" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="677" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="778" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="678" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11664,13 +9729,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="779" name="Constant_29632" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="679" name="Constant_29663" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="780" name="__module.model.layers.2.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="680" name="__module.model.layers.2.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11691,7 +9756,7 @@
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 			</output>
 		</layer>
-		<layer id="781" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="681" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -11709,7 +9774,7 @@
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 			</output>
 		</layer>
-		<layer id="782" name="__module.model.layers.2.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="682" name="__module.model.layers.2.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11734,7 +9799,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="783" name="__module.model.layers.2.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="683" name="__module.model.layers.2.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11759,7 +9824,236 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="784" name="__module.model.layers.2.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="684" name="self.model.layers.2.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="448600288" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="685" name="Convert_311547" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="686" name="self.model.layers.2.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="450697440" size="16384" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="687" name="Convert_311549" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="688" name="self.model.layers.2.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="689" name="self.model.layers.2.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="450713824" size="65536" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="690" name="self.model.layers.2.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="691" name="Constant_311554" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="692" name="Reshape_311555" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="693" name="self.model.layers.2.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="694" name="__module.model.layers.2.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="734,key_states.13">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="695" name="Constant_268361" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="696" name="__module.model.layers.2.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="741">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="697" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="698" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="742,key_states.15">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="699" name="__module.model.layers.2.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11784,38 +10078,45 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="785" name="Constant_220190" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="700" name="Constant_234709" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="786" name="Constant_220189" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="701" name="Constant_234708" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="787" name="__module.model.layers.2.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="702" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="703" name="__module.model.layers.2.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="788" name="__module.model.layers.2.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="704" name="__module.model.layers.2.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -11828,7 +10129,7 @@
 				<port id="3" precision="I64" names="785,790" />
 			</output>
 		</layer>
-		<layer id="789" name="__module.model.layers.2.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="705" name="__module.model.layers.2.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -11838,7 +10139,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="790" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="706" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -11846,19 +10147,21 @@
 				<port id="1" precision="I64" names="787,788,792,793" />
 			</output>
 		</layer>
-		<layer id="791" name="__module.model.layers.2.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="707" name="Constant_266909" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="792" name="__module.model.layers.2.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="708" name="__module.model.layers.2.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -11866,18 +10169,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="793" name="Constant_220188" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="709" name="Constant_234707" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="794" name="ScatterUpdate_220191" type="ScatterUpdate" version="opset3">
+		<layer id="710" name="ScatterUpdate_234710" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -11898,29 +10198,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="795" name="Constant_220194" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="711" name="Constant_234713" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="796" name="Constant_220197" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="712" name="Constant_234716" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="797" name="__module.model.layers.2.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="713" name="__module.model.layers.2.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -11948,32 +10242,10 @@
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 			</output>
 		</layer>
-		<layer id="798" name="Constant_243767_compressed" type="Const" version="opset1">
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-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="799" name="Constant_243767" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="714" name="Constant_258420" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -11981,7 +10253,7 @@
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 			</output>
 		</layer>
-		<layer id="800" name="__module.model.layers.2.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="715" name="__module.model.layers.2.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12006,29 +10278,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="801" name="Constant_220242" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="716" name="Constant_234761" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="802" name="Constant_220247" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="717" name="Constant_234766" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="803" name="__module.model.layers.2.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="718" name="__module.model.layers.2.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12056,7 +10322,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="804" name="__module.model.layers.2.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="719" name="__module.model.layers.2.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12081,7 +10347,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="805" name="__module.model.layers.2.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="720" name="__module.model.layers.2.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12106,7 +10372,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="806" name="__module.model.layers.2.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="721" name="__module.model.layers.2.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12131,7 +10397,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="807" name="__module.model.layers.2.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="722" name="__module.model.layers.2.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12156,7 +10422,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="808" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="723" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12176,43 +10442,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="809" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="810" name="Constant_211917" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="724" name="Constant_267873" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="811" name="__module.model.layers.2.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="725" name="Constant_267874" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="812" name="__module.model.layers.2.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="726" name="Gather_267875" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -12221,7 +10465,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="804">
@@ -12229,74 +10473,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="813" name="__module.model.layers.2.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="814" name="__module.model.layers.2.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="727" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="805" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="815" name="Constant_169538" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="728" name="Constant_268703" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="816" name="__module.model.layers.2.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="729" name="__module.model.layers.2.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="730" name="__module.model.layers.2.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="805">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="731" name="Constant_216170" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="817" name="Constant_212710" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="732" name="Constant_227097" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="818" name="Constant_212711" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="733" name="Constant_227098" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="819" name="Gather_212712" type="Gather" version="opset8">
+		<layer id="734" name="Gather_227099" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -12313,7 +10559,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="820" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="735" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -12335,19 +10581,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="821" name="__module.model.layers.2.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="822" name="__module.model.layers.2.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="736" name="__module.model.layers.2.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12365,73 +10599,27 @@
 				<port id="2" precision="FP32" names="815,hidden_states.73">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="823" name="__module.model.layers.2.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="816,817" />
-			</output>
-		</layer>
-		<layer id="824" name="Constant_169541" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="825" name="__module.model.layers.2.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="737" name="Constant_268362" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="826" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="818">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="827" name="__module.model.layers.2.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="738" name="__module.model.layers.2.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -12448,49 +10636,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="828" name="Constant_275011_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="739" name="Constant_304570" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="829" name="Constant_275011" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="830" name="Constant_275004" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="740" name="Constant_304563" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="831" name="Constant_275006" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="741" name="Constant_304565" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="832" name="Constant_275008" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="742" name="Constant_304567" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="833" name="Concat_275009" type="Concat" version="opset1">
+		<layer id="743" name="Concat_304568" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -12512,7 +10688,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="834" name="Broadcast_275012" type="Broadcast" version="opset3">
+		<layer id="744" name="Broadcast_304571" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -12529,7 +10705,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="835" name="ReadValue_269227" type="ReadValue" version="opset6">
+		<layer id="745" name="ReadValue_298538" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.2.valuepresent.2.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12548,13 +10724,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="836" name="Constant_263374" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="746" name="Constant_292450" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="837" name="Gather_263375" type="Gather" version="opset8">
+		<layer id="747" name="Gather_292451" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12577,126 +10753,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="838" name="self.model.layers.2.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="383727692" size="2097152" />
+		<layer id="748" name="self.model.layers.2.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="450779360" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="839" name="Convert_20284" type="Convert" version="opset1">
+		<layer id="749" name="Convert_311537" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="840" name="self.model.layers.2.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="268826697" size="1" />
+		<layer id="750" name="self.model.layers.2.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="454973664" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="841" name="Convert_20286" type="Convert" version="opset1">
+		<layer id="751" name="Convert_311540" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="842" name="self.model.layers.2.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="752" name="self.model.layers.2.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="843" name="self.model.layers.2.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="385824844" size="65536" />
+		<layer id="753" name="self.model.layers.2.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="454974688" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="844" name="self.model.layers.2.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="754" name="self.model.layers.2.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
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-					<dim>32</dim>
-					<dim>128</dim>
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-		<layer id="845" name="Constant_20291" type="Const" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
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-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
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 			<output>
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 					<dim>1024</dim>
@@ -12704,11 +10848,8 @@
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 			</output>
 		</layer>
-		<layer id="847" name="self.model.layers.2.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="755" name="self.model.layers.2.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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 			<input>
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 					<dim>1024</dim>
@@ -12722,7 +10863,7 @@
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 		</layer>
-		<layer id="848" name="__module.model.layers.2.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="756" name="__module.model.layers.2.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -12743,8 +10884,16 @@
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 		</layer>
-		<layer id="849" name="__module.model.layers.2.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="757" name="Constant_268363" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="758" name="__module.model.layers.2.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12764,15 +10913,15 @@
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 		</layer>
-		<layer id="850" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="759" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
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 		</layer>
-		<layer id="851" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="760" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12793,7 +10942,7 @@
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 			</output>
 		</layer>
-		<layer id="852" name="__module.model.layers.2.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="761" name="__module.model.layers.2.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12818,7 +10967,7 @@
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 		</layer>
-		<layer id="853" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="762" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12838,7 +10987,7 @@
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 			</output>
 		</layer>
-		<layer id="854" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="763" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12854,27 +11003,21 @@
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 			</output>
 		</layer>
-		<layer id="855" name="Constant_211926" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="764" name="Constant_268706" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="856" name="__module.model.layers.2.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="765" name="__module.model.layers.2.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="857" name="__module.model.layers.2.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="766" name="__module.model.layers.2.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -12886,79 +11029,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="820">
+				<port id="3" precision="I64" names="821">
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 				</port>
 			</output>
 		</layer>
-		<layer id="858" name="__module.model.layers.2.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
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-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="859" name="__module.model.layers.2.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
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-			<output>
-				<port id="3" precision="I64" names="821" />
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-		</layer>
-		<layer id="860" name="Constant_169543" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="767" name="Constant_216188" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="861" name="__module.model.layers.2.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
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-		<layer id="862" name="Constant_212720" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="768" name="Constant_227107" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="863" name="Constant_212721" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="769" name="Constant_227108" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="864" name="Gather_212722" type="Gather" version="opset8">
+		<layer id="770" name="Gather_227109" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -12975,7 +11073,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="865" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="771" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -12997,19 +11095,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="866" name="__module.model.layers.2.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
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-			<output>
-				<port id="1" precision="I64">
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-			</output>
-		</layer>
-		<layer id="867" name="__module.model.layers.2.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="772" name="__module.model.layers.2.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13027,73 +11113,27 @@
 				<port id="2" precision="FP32" names="831,hidden_states.77">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="868" name="__module.model.layers.2.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="832,833" />
-			</output>
-		</layer>
-		<layer id="869" name="Constant_169546" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
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-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
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-		</layer>
-		<layer id="870" name="__module.model.layers.2.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="773" name="Constant_268364" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="871" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
-					<dim>2</dim>
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-			<output>
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 			</output>
 		</layer>
-		<layer id="872" name="__module.model.layers.2.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="774" name="__module.model.layers.2.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -13110,7 +11150,7 @@
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 		</layer>
-		<layer id="873" name="__module.model.layers.2.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="775" name="__module.model.layers.2.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13133,7 +11173,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -13147,15 +11187,15 @@
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 		</layer>
-		<layer id="874" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="776" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="875" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="777" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13176,24 +11216,16 @@
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 			</output>
 		</layer>
-		<layer id="876" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
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-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="778" name="Constant_268365" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="839">
+				<port id="0" precision="I64">
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 		</layer>
-		<layer id="877" name="__module.model.layers.2.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="779" name="__module.model.layers.2.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13213,8 +11245,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="878" name="self.model.layers.2.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="385890380" size="8388608" />
+		<layer id="780" name="self.model.layers.2.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="454976736" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -13223,7 +11255,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="879" name="Convert_20314" type="Convert" version="opset1">
+		<layer id="781" name="Convert_311569" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -13240,28 +11272,34 @@
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 			</output>
 		</layer>
-		<layer id="880" name="self.model.layers.2.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="782" name="self.model.layers.2.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="463365344" size="65536" />
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 		</layer>
-		<layer id="881" name="Convert_20316" type="Convert" version="opset1">
+		<layer id="783" name="Convert_311571" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
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+					<dim>32</dim>
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 		</layer>
-		<layer id="882" name="self.model.layers.2.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="784" name="self.model.layers.2.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -13270,6 +11308,8 @@
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 				<port id="1" precision="FP16">
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@@ -13281,8 +11321,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="394278988" size="262144" />
+		<layer id="785" name="self.model.layers.2.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="463430880" size="262144" />
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 				<port id="0" precision="FP16">
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@@ -13291,7 +11331,7 @@
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+		<layer id="786" name="self.model.layers.2.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -13313,15 +11353,15 @@
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+		<layer id="787" name="Constant_311576" type="Const" version="opset1">
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 		</layer>
-		<layer id="886" name="Reshape_20322" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -13340,11 +11380,8 @@
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 		</layer>
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 			<data destination_type="f32" />
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 			<input>
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@@ -13358,7 +11395,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -13379,7 +11416,7 @@
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-		<layer id="889" name="__module.model.layers.2/aten::add/Add" type="Add" version="opset1">
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 			<input>
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@@ -13401,97 +11438,37 @@
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-			<data element_type="f16" shape="1, 1, 4096" offset="394541132" size="8192" />
+		<layer id="792" name="Constant_258424" type="Const" version="opset1">
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 			<output>
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-		<layer id="891" name="Constant_243771" type="Convert" version="opset1">
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>4096</dim>
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-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
+		<layer id="793" name="Constant_258423" type="Const" version="opset1">
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-		<layer id="893" name="Constant_243770" type="Convert" version="opset1">
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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 					<dim>1</dim>
 					<dim>1</dim>
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 		</layer>
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-			<rt_info>
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-					<dim>1</dim>
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-			</input>
+		<layer id="794" name="Constant_258421" type="Const" version="opset1">
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 					<dim>1</dim>
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 		</layer>
-		<layer id="896" name="__module.model.layers.2.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="795" name="__module.model.layers.2.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -13513,15 +11490,15 @@
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 		</layer>
-		<layer id="897" name="Constant_2321" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="796" name="Constant_2321" type="Const" version="opset1">
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 		</layer>
-		<layer id="898" name="__module.model.layers.2.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="797" name="__module.model.layers.2.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -13541,37 +11518,17 @@
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 		</layer>
-		<layer id="899" name="Constant_243769_compressed" type="Const" version="opset1">
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-		<layer id="900" name="Constant_243769" type="Convert" version="opset1">
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+		<layer id="798" name="Constant_258422" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
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+		<layer id="799" name="__module.model.layers.2.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13593,7 +11550,7 @@
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 		</layer>
-		<layer id="902" name="__module.model.layers.2.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="800" name="__module.model.layers.2.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13609,7 +11566,7 @@
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 			</output>
 		</layer>
-		<layer id="903" name="__module.model.layers.2.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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 				<port id="0" precision="FP32">
@@ -13631,7 +11588,7 @@
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 		</layer>
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+		<layer id="802" name="__module.model.layers.2.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13653,7 +11610,7 @@
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 		</layer>
-		<layer id="905" name="__module.model.layers.2.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13675,126 +11632,94 @@
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 		</layer>
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+		<layer id="804" name="self.model.layers.2.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="806" name="self.model.layers.2.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="909" name="Convert_20336" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="910" name="self.model.layers.2.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="808" name="self.model.layers.2.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 		</layer>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
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@@ -13802,11 +11727,8 @@
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 			<data destination_type="f32" />
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@@ -13820,7 +11742,7 @@
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@@ -13841,7 +11763,7 @@
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@@ -13857,126 +11779,94 @@
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@@ -14045,8 +11932,8 @@
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@@ -14055,7 +11942,7 @@
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@@ -14072,28 +11959,34 @@
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
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 			<data auto_broadcast="numpy" />
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@@ -14102,6 +11995,8 @@
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 				<port id="1" precision="FP16">
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@@ -14113,8 +12008,8 @@
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@@ -14123,7 +12018,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -14145,15 +12040,15 @@
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+		<layer id="831" name="Constant_311609" type="Const" version="opset1">
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@@ -14172,11 +12067,8 @@
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 			<data destination_type="f32" />
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@@ -14190,7 +12082,7 @@
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 		</layer>
-		<layer id="940" name="__module.model.layers.2.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -14211,7 +12103,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -14233,97 +12125,37 @@
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+		<layer id="836" name="Constant_258428" type="Const" version="opset1">
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 					<dim>4096</dim>
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-		<layer id="945" name="Constant_243774" type="Convert" version="opset1">
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@@ -14345,15 +12177,15 @@
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@@ -14373,37 +12205,17 @@
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@@ -14425,7 +12237,7 @@
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@@ -14463,7 +12275,7 @@
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@@ -14485,7 +12297,7 @@
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-		<layer id="957" name="__module.model.layers.3.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -14507,126 +12319,94 @@
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 		</layer>
-		<layer id="959" name="Convert_20374" type="Convert" version="opset1">
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 			<input>
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-			<data element_type="u4" shape="1" offset="268826697" size="1" />
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 		</layer>
-		<layer id="961" name="Convert_20376" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
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 		</layer>
-		<layer id="962" name="self.model.layers.3.self_attn.q_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="852" name="self.model.layers.3.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="493779021" size="262144" />
+		<layer id="853" name="self.model.layers.3.self_attn.q_proj.weight/scale" type="Const" version="opset1">
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 		</layer>
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+		<layer id="854" name="self.model.layers.3.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				<port id="1" precision="FP16">
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 			<output>
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@@ -14634,11 +12414,8 @@
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 			</output>
 		</layer>
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@@ -14652,7 +12429,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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@@ -14673,79 +12450,16 @@
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-				<port id="2" precision="I64" />
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-			<data special_zero="false" />
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+			<data special_zero="true" />
 			<input>
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@@ -14765,15 +12479,15 @@
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="859" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -14794,272 +12508,133 @@
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 					<dim>128</dim>
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 			<output>
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@@ -15164,207 +12731,40 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -15382,7 +12782,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -15407,29 +12807,23 @@
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 				<port id="0" precision="I64">
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 				<port id="0" precision="I64">
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 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15445,16 +12839,13 @@
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 			<output>
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 			<data batch_dims="0" />
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@@ -15467,7 +12858,7 @@
 				<port id="3" precision="I64" names="939,944" />
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -15477,7 +12868,7 @@
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 			<input>
 				<port id="0" precision="I64" />
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@@ -15485,19 +12876,21 @@
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="890" name="Constant_266919" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1028" name="__module.model.layers.3.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="891" name="__module.model.layers.3.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -15505,18 +12898,15 @@
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 			</output>
 		</layer>
-		<layer id="1029" name="Constant_220363" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="892" name="Constant_234882" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1030" name="ScatterUpdate_220366" type="ScatterUpdate" version="opset3">
+		<layer id="893" name="ScatterUpdate_234885" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -15537,29 +12927,23 @@
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 			</output>
 		</layer>
-		<layer id="1031" name="Constant_220369" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="894" name="Constant_234888" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="1032" name="Constant_220372" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="895" name="Constant_234891" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="1033" name="__module.model.layers.3.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="896" name="__module.model.layers.3.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15587,32 +12971,10 @@
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 			</output>
 		</layer>
-		<layer id="1034" name="Constant_243776_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="897" name="Constant_258429" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
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-		<layer id="1035" name="Constant_243776" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -15620,7 +12982,7 @@
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 			</output>
 		</layer>
-		<layer id="1036" name="__module.model.layers.3.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="898" name="__module.model.layers.3.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15645,29 +13007,23 @@
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 			</output>
 		</layer>
-		<layer id="1037" name="Constant_220417" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="899" name="Constant_234936" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="1038" name="Constant_220422" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="900" name="Constant_234941" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="1039" name="__module.model.layers.3.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="901" name="__module.model.layers.3.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15695,7 +13051,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1040" name="__module.model.layers.3.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="902" name="__module.model.layers.3.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15720,56 +13076,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1041" name="self.model.layers.3.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
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-				<port id="0" precision="FP16" names="self.model.layers.3.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
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-		<layer id="1042" name="self.model.layers.3.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="903" name="self.model.layers.3.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.3.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1043" name="__module.model.layers.3.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="904" name="__module.model.layers.3.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="905" name="__module.model.layers.3.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1045" name="__module.model.layers.3.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="906" name="__module.model.layers.3.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15793,13 +13125,13 @@
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 			</output>
 		</layer>
-		<layer id="1046" name="Constant_29638" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="907" name="Constant_29669" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1047" name="__module.model.layers.3.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="908" name="__module.model.layers.3.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15820,7 +13152,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1048" name="__module.model.layers.3.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="909" name="__module.model.layers.3.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -15838,7 +13170,7 @@
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 			</output>
 		</layer>
-		<layer id="1049" name="__module.model.layers.3.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="910" name="__module.model.layers.3.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15863,7 +13195,7 @@
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 			</output>
 		</layer>
-		<layer id="1050" name="__module.model.layers.3.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="911" name="__module.model.layers.3.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15888,7 +13220,196 @@
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 			</output>
 		</layer>
-		<layer id="1051" name="__module.model.layers.3.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="912" name="self.model.layers.3.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="628548832" size="4194304" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="913" name="Convert_311625" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="914" name="self.model.layers.3.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="632743136" size="1024" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="915" name="Convert_311628" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="916" name="self.model.layers.3.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="917" name="self.model.layers.3.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="632744160" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="918" name="self.model.layers.3.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="919" name="self.model.layers.3.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="920" name="__module.model.layers.3.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="904,key_states.17">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
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+		</layer>
+		<layer id="921" name="Constant_268367" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="922" name="__module.model.layers.3.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
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+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
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+				<port id="1" precision="I64">
+					<dim>4</dim>
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+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
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+		<layer id="923" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="924" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="912,key_states.19">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="925" name="__module.model.layers.3.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15913,38 +13434,45 @@
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="926" name="Constant_234985" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="927" name="Constant_234984" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1054" name="__module.model.layers.3.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="928" name="__module.model.layers.3.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="929" name="__module.model.layers.3.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1055" name="__module.model.layers.3.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="930" name="__module.model.layers.3.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -15957,7 +13485,7 @@
 				<port id="3" precision="I64" names="955,960" />
 			</output>
 		</layer>
-		<layer id="1056" name="__module.model.layers.3.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="931" name="__module.model.layers.3.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -15967,7 +13495,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1057" name="__module.model.layers.3.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="932" name="__module.model.layers.3.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -15975,19 +13503,21 @@
 				<port id="1" precision="I64" names="957,958,962,963" />
 			</output>
 		</layer>
-		<layer id="1058" name="__module.model.layers.3.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="933" name="Constant_266921" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1059" name="__module.model.layers.3.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="934" name="__module.model.layers.3.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -15995,18 +13525,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1060" name="Constant_220464" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="935" name="Constant_234983" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1061" name="ScatterUpdate_220467" type="ScatterUpdate" version="opset3">
+		<layer id="936" name="ScatterUpdate_234986" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -16027,29 +13554,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1062" name="Constant_220470" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="937" name="Constant_234989" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1063" name="Constant_220473" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="938" name="Constant_234992" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1064" name="__module.model.layers.3.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="939" name="__module.model.layers.3.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16077,32 +13598,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1065" name="Constant_243777_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="940" name="Constant_258430" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1066" name="Constant_243777" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -16110,7 +13609,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1067" name="__module.model.layers.3.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="941" name="__module.model.layers.3.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16135,29 +13634,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1068" name="Constant_220518" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="942" name="Constant_235037" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1069" name="Constant_220523" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="943" name="Constant_235042" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1070" name="__module.model.layers.3.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="944" name="__module.model.layers.3.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16185,7 +13678,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1071" name="__module.model.layers.3.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="945" name="__module.model.layers.3.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16210,7 +13703,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1072" name="__module.model.layers.3.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="946" name="__module.model.layers.3.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16235,7 +13728,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1073" name="__module.model.layers.3.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="947" name="__module.model.layers.3.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16260,7 +13753,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1074" name="__module.model.layers.3.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="948" name="__module.model.layers.3.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16285,7 +13778,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1075" name="__module.model.layers.3.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="949" name="__module.model.layers.3.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16305,43 +13798,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1076" name="__module.model.layers.3.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1077" name="Constant_211941" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="950" name="Constant_267889" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1078" name="__module.model.layers.3.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="951" name="Constant_267890" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1079" name="__module.model.layers.3.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="952" name="Gather_267891" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -16350,7 +13821,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="974">
@@ -16358,74 +13829,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1080" name="__module.model.layers.3.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1081" name="__module.model.layers.3.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="953" name="__module.model.layers.3.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="975" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1082" name="Constant_169550" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="954" name="Constant_268712" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1083" name="__module.model.layers.3.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="955" name="__module.model.layers.3.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="956" name="__module.model.layers.3.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="975">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1084" name="Constant_212745" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="957" name="Constant_216206" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="958" name="Constant_227132" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1085" name="Constant_212746" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="959" name="Constant_227133" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1086" name="Gather_212747" type="Gather" version="opset8">
+		<layer id="960" name="Gather_227134" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -16442,7 +13915,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1087" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="961" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -16464,19 +13937,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1088" name="__module.model.layers.3.self_attn/aten::expand/Abs" type="Abs" version="opset1">
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-				<port id="0" precision="I64">
-					<dim>5</dim>
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-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1089" name="__module.model.layers.3.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="962" name="__module.model.layers.3.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16494,73 +13955,27 @@
 				<port id="2" precision="FP32" names="985,hidden_states.103">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="963" name="Constant_268368" type="Const" version="opset1">
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-			<data special_zero="false" />
+		<layer id="964" name="__module.model.layers.3.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
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 					<dim>8</dim>
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@@ -16577,49 +13992,37 @@
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-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="965" name="Constant_304596" type="Const" version="opset1">
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+		<layer id="966" name="Constant_304589" type="Const" version="opset1">
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+		<layer id="967" name="Constant_304591" type="Const" version="opset1">
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-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="968" name="Constant_304593" type="Const" version="opset1">
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 		</layer>
-		<layer id="1100" name="Concat_275035" type="Concat" version="opset1">
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 			<input>
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@@ -16641,7 +14044,7 @@
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 			</output>
 		</layer>
-		<layer id="1101" name="Broadcast_275038" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
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@@ -16658,7 +14061,7 @@
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 			</output>
 		</layer>
-		<layer id="1102" name="ReadValue_269271" type="ReadValue" version="opset6">
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@@ -16677,13 +14080,13 @@
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 		</layer>
-		<layer id="1103" name="Constant_263380" type="Const" version="opset1">
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+		<layer id="972" name="Constant_292456" type="Const" version="opset1">
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 		</layer>
-		<layer id="1104" name="Gather_263381" type="Gather" version="opset8">
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@@ -16706,126 +14109,94 @@
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 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="496203854" size="2097152" />
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 		</layer>
-		<layer id="1106" name="Convert_20354" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
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 					<dim>1024</dim>
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-					<dim>128</dim>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="976" name="self.model.layers.3.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="636940512" size="1024" />
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+				<port id="0" precision="U8">
+					<dim>1024</dim>
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 		</layer>
-		<layer id="1108" name="Convert_20356" type="Convert" version="opset1">
+		<layer id="977" name="Convert_311617" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1109" name="self.model.layers.3.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="978" name="self.model.layers.3.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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-					<dim>128</dim>
+					<dim>4096</dim>
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 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="498301006" size="65536" />
+		<layer id="979" name="self.model.layers.3.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="636941536" size="2048" />
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 		</layer>
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+		<layer id="980" name="self.model.layers.3.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				<port id="1" precision="FP16">
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-				<port id="0" precision="FP16">
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-				<port id="1" precision="I64">
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 			<output>
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 					<dim>1024</dim>
@@ -16833,11 +14204,8 @@
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 			</output>
 		</layer>
-		<layer id="1114" name="self.model.layers.3.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="981" name="self.model.layers.3.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -16851,7 +14219,7 @@
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 		</layer>
-		<layer id="1115" name="__module.model.layers.3.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="982" name="__module.model.layers.3.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -16872,8 +14240,16 @@
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="983" name="Constant_268369" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="984" name="__module.model.layers.3.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16893,15 +14269,15 @@
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 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="985" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
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 		</layer>
-		<layer id="1118" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="986" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16922,7 +14298,7 @@
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 			</output>
 		</layer>
-		<layer id="1119" name="__module.model.layers.3.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="987" name="__module.model.layers.3.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16947,7 +14323,7 @@
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 			</output>
 		</layer>
-		<layer id="1120" name="__module.model.layers.3.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="988" name="__module.model.layers.3.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16967,7 +14343,7 @@
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 		</layer>
-		<layer id="1121" name="__module.model.layers.3.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16983,27 +14359,21 @@
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="990" name="Constant_268715" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="991" name="__module.model.layers.3.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="1124" name="__module.model.layers.3.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="992" name="__module.model.layers.3.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -17015,79 +14385,34 @@
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 			<output>
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+				<port id="3" precision="I64" names="991">
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-				<attribute name="precise" version="0" />
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+		<layer id="993" name="Constant_216224" type="Const" version="opset1">
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-				<attribute name="precise" version="0" />
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+		<layer id="994" name="Constant_227142" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="1130" name="Constant_212756" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="995" name="Constant_227143" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1131" name="Gather_212757" type="Gather" version="opset8">
+		<layer id="996" name="Gather_227144" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17104,7 +14429,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1132" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="997" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17126,19 +14451,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1133" name="__module.model.layers.3.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
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-			<output>
-				<port id="1" precision="I64">
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-		</layer>
-		<layer id="1134" name="__module.model.layers.3.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="998" name="__module.model.layers.3.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17156,73 +14469,27 @@
 				<port id="2" precision="FP32" names="1001,hidden_states.107">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1135" name="__module.model.layers.3.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" names="1002,1003" />
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-		<layer id="1136" name="Constant_169558" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="999" name="Constant_268370" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="1137" name="__module.model.layers.3.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-		<layer id="1138" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
-					<dim>2</dim>
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-			<output>
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 			</output>
 		</layer>
-		<layer id="1139" name="__module.model.layers.3.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1000" name="__module.model.layers.3.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -17239,7 +14506,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1140" name="__module.model.layers.3.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1001" name="__module.model.layers.3.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17262,7 +14529,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -17276,15 +14543,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1141" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1002" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1142" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1003" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17305,24 +14572,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1143" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1004" name="Constant_268371" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="1009">
+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="1144" name="__module.model.layers.3.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1005" name="__module.model.layers.3.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17342,8 +14601,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1145" name="self.model.layers.3.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="498366542" size="8388608" />
+		<layer id="1006" name="self.model.layers.3.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="636943584" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -17352,7 +14611,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1146" name="Convert_20384" type="Convert" version="opset1">
+		<layer id="1007" name="Convert_311646" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -17369,28 +14628,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1147" name="self.model.layers.3.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="454187084" size="1" />
+		<layer id="1008" name="self.model.layers.3.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="645332192" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1148" name="Convert_20386" type="Convert" version="opset1">
+		<layer id="1009" name="Convert_311648" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1149" name="self.model.layers.3.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1010" name="self.model.layers.3.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17399,6 +14664,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -17410,8 +14677,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1150" name="self.model.layers.3.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="506755150" size="262144" />
+		<layer id="1011" name="self.model.layers.3.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="645397728" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -17420,7 +14687,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1151" name="self.model.layers.3.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1012" name="self.model.layers.3.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17442,15 +14709,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1152" name="Constant_20391" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="1013" name="Constant_311653" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1153" name="Reshape_20392" type="Reshape" version="opset1">
+		<layer id="1014" name="Reshape_311654" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17469,11 +14736,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1154" name="self.model.layers.3.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="1015" name="self.model.layers.3.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -17487,7 +14751,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1155" name="__module.model.layers.3.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1016" name="__module.model.layers.3.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17508,7 +14772,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1156" name="__module.model.layers.3/aten::add/Add" type="Add" version="opset1">
+		<layer id="1017" name="__module.model.layers.3/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17530,97 +14794,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1157" name="Constant_243781_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="507017294" size="8192" />
+		<layer id="1018" name="Constant_258434" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="645659872" size="16384" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
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-			</output>
-		</layer>
-		<layer id="1158" name="Constant_243781" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1159" name="Constant_243780_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
+		<layer id="1019" name="Constant_258433" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="1160" name="Constant_243780" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1161" name="Constant_243778_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="1020" name="Constant_258431" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
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-		</layer>
-		<layer id="1162" name="Constant_243778" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1163" name="__module.model.layers.3.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1021" name="__module.model.layers.3.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17642,15 +14846,15 @@
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 			</output>
 		</layer>
-		<layer id="1164" name="Constant_2997" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="1022" name="Constant_2997" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1021">
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 		</layer>
-		<layer id="1165" name="__module.model.layers.3.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1023" name="__module.model.layers.3.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17670,37 +14874,17 @@
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 			</output>
 		</layer>
-		<layer id="1166" name="Constant_243779_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184426" size="2" />
+		<layer id="1024" name="Constant_258432" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
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-		<layer id="1167" name="Constant_243779" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
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 		</layer>
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+		<layer id="1025" name="__module.model.layers.3.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -17722,7 +14906,7 @@
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-		<layer id="1169" name="__module.model.layers.3.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1026" name="__module.model.layers.3.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -17738,7 +14922,7 @@
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 		</layer>
-		<layer id="1170" name="__module.model.layers.3.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1027" name="__module.model.layers.3.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -17760,7 +14944,7 @@
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 		</layer>
-		<layer id="1171" name="__module.model.layers.3.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1028" name="__module.model.layers.3.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -17782,7 +14966,7 @@
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 		</layer>
-		<layer id="1172" name="__module.model.layers.3.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1029" name="__module.model.layers.3.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -17804,8 +14988,8 @@
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 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="507025486" size="29360128" />
+		<layer id="1030" name="self.model.layers.3.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="645676256" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
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@@ -17814,7 +14998,7 @@
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 			</output>
 		</layer>
-		<layer id="1174" name="Convert_20404" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -17831,28 +15015,34 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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+			<data element_type="u4" shape="14336, 32, 1" offset="675036384" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="1176" name="Convert_20406" type="Convert" version="opset1">
+		<layer id="1033" name="Convert_311670" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="1177" name="self.model.layers.3.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1034" name="self.model.layers.3.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -17861,6 +15051,8 @@
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 				</port>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
 					<dim>1</dim>
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@@ -17872,8 +15064,8 @@
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 		</layer>
-		<layer id="1178" name="self.model.layers.3.mlp.gate_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="536385614" size="917504" />
+		<layer id="1035" name="self.model.layers.3.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
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@@ -17882,7 +15074,7 @@
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 		</layer>
-		<layer id="1179" name="self.model.layers.3.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1036" name="self.model.layers.3.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -17904,15 +15096,15 @@
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-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="1037" name="Constant_311675" type="Const" version="opset1">
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-		<layer id="1181" name="Reshape_20412" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -17931,11 +15123,8 @@
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 			</output>
 		</layer>
-		<layer id="1182" name="self.model.layers.3.mlp.gate_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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 			<input>
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@@ -17949,7 +15138,7 @@
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 		</layer>
-		<layer id="1183" name="__module.model.layers.3.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1040" name="__module.model.layers.3.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -17970,7 +15159,7 @@
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 		</layer>
-		<layer id="1184" name="__module.model.layers.3.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="1041" name="__module.model.layers.3.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17986,126 +15175,94 @@
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 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="537303118" size="29360128" />
+		<layer id="1042" name="self.model.layers.3.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
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 			</output>
 		</layer>
-		<layer id="1186" name="Convert_20394" type="Convert" version="opset1">
+		<layer id="1043" name="Convert_311658" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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-					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="1044" name="self.model.layers.3.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="14336, 1" offset="734903520" size="14336" />
 			<output>
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1188" name="Convert_20396" type="Convert" version="opset1">
+		<layer id="1045" name="Convert_311661" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1189" name="self.model.layers.3.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1046" name="self.model.layers.3.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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-					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="14336, 32, 1" offset="566663246" size="917504" />
+		<layer id="1047" name="self.model.layers.3.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
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 		</layer>
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+		<layer id="1048" name="self.model.layers.3.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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-					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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-					<dim>128</dim>
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-		<layer id="1192" name="Constant_20401" type="Const" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
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-					<dim>32</dim>
-					<dim>128</dim>
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 			<output>
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 					<dim>14336</dim>
@@ -18113,11 +15270,8 @@
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 			</output>
 		</layer>
-		<layer id="1194" name="self.model.layers.3.mlp.up_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -18131,7 +15285,7 @@
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 		</layer>
-		<layer id="1195" name="__module.model.layers.3.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1050" name="__module.model.layers.3.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18152,7 +15306,7 @@
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 			</output>
 		</layer>
-		<layer id="1196" name="__module.model.layers.3.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1051" name="__module.model.layers.3.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18174,8 +15328,8 @@
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+		<layer id="1052" name="self.model.layers.3.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -18184,7 +15338,7 @@
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 		</layer>
-		<layer id="1198" name="Convert_20414" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -18201,28 +15355,34 @@
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="1054" name="self.model.layers.3.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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 		</layer>
-		<layer id="1200" name="Convert_20416" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP16">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -18231,6 +15391,8 @@
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 				<port id="1" precision="FP16">
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@@ -18242,8 +15404,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="596940878" size="917504" />
+		<layer id="1057" name="self.model.layers.3.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -18252,7 +15414,7 @@
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+		<layer id="1058" name="self.model.layers.3.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -18274,15 +15436,15 @@
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+		<layer id="1059" name="Constant_311686" type="Const" version="opset1">
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-		<layer id="1205" name="Reshape_20422" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -18301,11 +15463,8 @@
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 		</layer>
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+		<layer id="1082" name="self.model.layers.4.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
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 					<dim>128</dim>
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 		</layer>
-		<layer id="1254" name="Constant_20441" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
+		<layer id="1083" name="Constant_311719" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
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 		</layer>
-		<layer id="1255" name="Reshape_20442" type="Reshape" version="opset1">
+		<layer id="1084" name="Reshape_311720" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
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+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
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@@ -19083,30 +15845,27 @@
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 			<output>
 				<port id="2" precision="FP16">
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+					<dim>4096</dim>
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 		</layer>
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+		<layer id="1085" name="self.model.layers.4.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 					<dim>4096</dim>
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 			<output>
 				<port id="1" precision="FP32">
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+					<dim>4096</dim>
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 		</layer>
-		<layer id="1257" name="__module.model.layers.4.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1086" name="__module.model.layers.4.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -19115,72 +15874,61 @@
 					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP32">
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+					<dim>4096</dim>
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 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-				<port id="2" precision="I64">
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+		<layer id="1087" name="Constant_268372" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
 			<output>
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-			<data special_zero="false" />
+		<layer id="1088" name="__module.model.layers.4.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1078">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1089" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
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 				<port id="0" precision="I32">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="1261" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1090" name="__module.model.layers.4.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>128</dim>
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 				<port id="1" precision="I32">
@@ -19188,95 +15936,62 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1082,key_states.23">
+				<port id="2" precision="FP32" names="1079,q.9">
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="1091" name="self.model.layers.4.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32" names="self.model.layers.4.self_attn.rotary_emb.cos_cached">
+					<dim>32768</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1092" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
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-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
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-			<output>
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-		<layer id="1265" name="Constant_275076_compressed" type="Const" version="opset1">
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-				<port id="0" precision="FP16" />
 			</output>
 		</layer>
-		<layer id="1266" name="Constant_275076" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
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+		<layer id="1093" name="Constant_304635" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP32" />
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 		</layer>
-		<layer id="1267" name="Constant_275069" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="1094" name="Constant_304628" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="1268" name="Constant_275071" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="1095" name="Constant_304630" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="1269" name="Constant_275073" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="1096" name="Constant_304632" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1270" name="Concat_275074" type="Concat" version="opset1">
+		<layer id="1097" name="Concat_304633" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -19298,7 +16013,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1271" name="Broadcast_275077" type="Broadcast" version="opset3">
+		<layer id="1098" name="Broadcast_304636" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -19315,7 +16030,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1272" name="ReadValue_269281" type="ReadValue" version="opset6">
+		<layer id="1099" name="ReadValue_298592" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.4.keypresent.4.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19334,13 +16049,13 @@
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 			</output>
 		</layer>
-		<layer id="1273" name="Constant_263383" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="1100" name="Constant_292459" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1274" name="Gather_263384" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19363,7 +16078,7 @@
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 			</output>
 		</layer>
-		<layer id="1275" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="1102" name="ShapeOf_267899" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19379,70 +16094,62 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1103" name="Constant_268718" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
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+		</layer>
+		<layer id="1104" name="Constant_267901" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1277" name="__module.model.layers.4.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1088" />
+				<port id="3" precision="I64" names="1088">
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1278" name="__module.model.layers.4.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="1106" name="__module.model.layers.4.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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-		<layer id="1280" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+				<port id="1" precision="I64">
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 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="1087,1091,1092,kv_seq_len.9">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1281" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="1107" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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 				</port>
 			</output>
 		</layer>
-		<layer id="1282" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1108" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19466,13 +16173,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1283" name="Constant_29641" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="1109" name="Constant_29672" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1284" name="__module.model.layers.4.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="1110" name="__module.model.layers.4.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19493,7 +16200,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1285" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="1111" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19511,7 +16218,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1286" name="__module.model.layers.4.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1112" name="__module.model.layers.4.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19536,29 +16243,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1287" name="Constant_220641" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1113" name="Constant_235160" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1288" name="Constant_220640" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1114" name="Constant_235159" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1289" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="1115" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19574,16 +16275,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1290" name="__module.model.layers.4.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1116" name="__module.model.layers.4.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1291" name="__module.model.layers.4.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1117" name="__module.model.layers.4.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -19596,7 +16294,7 @@
 				<port id="3" precision="I64" names="1109,1114" />
 			</output>
 		</layer>
-		<layer id="1292" name="__module.model.layers.4.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1118" name="__module.model.layers.4.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -19606,7 +16304,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1293" name="__module.model.layers.4.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1119" name="__module.model.layers.4.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -19614,19 +16312,21 @@
 				<port id="1" precision="I64" names="1111,1112,1116,1117" />
 			</output>
 		</layer>
-		<layer id="1294" name="__module.model.layers.4.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1120" name="Constant_266931" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1295" name="__module.model.layers.4.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="1121" name="__module.model.layers.4.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -19634,18 +16334,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1296" name="Constant_220639" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1122" name="Constant_235158" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1297" name="ScatterUpdate_220642" type="ScatterUpdate" version="opset3">
+		<layer id="1123" name="ScatterUpdate_235161" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -19666,29 +16363,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1298" name="Constant_220645" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1124" name="Constant_235164" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1299" name="Constant_220648" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1125" name="Constant_235167" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1300" name="__module.model.layers.4.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1126" name="__module.model.layers.4.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19716,32 +16407,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1301" name="Constant_243786_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
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-					<dim>1</dim>
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-		</layer>
-		<layer id="1302" name="Constant_243786" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1127" name="Constant_258439" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -19749,7 +16418,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1303" name="__module.model.layers.4.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1128" name="__module.model.layers.4.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19774,29 +16443,23 @@
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 			</output>
 		</layer>
-		<layer id="1304" name="Constant_220693" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1129" name="Constant_235212" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1305" name="Constant_220698" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1130" name="Constant_235217" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1306" name="__module.model.layers.4.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="1131" name="__module.model.layers.4.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19824,7 +16487,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1307" name="__module.model.layers.4.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1132" name="__module.model.layers.4.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19849,56 +16512,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1308" name="self.model.layers.4.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.4.self_attn.rotary_emb.sin_cached">
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-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1309" name="self.model.layers.4.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="1133" name="self.model.layers.4.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.4.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1310" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1134" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1135" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1312" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="1136" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19922,13 +16561,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1313" name="Constant_29644" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="1137" name="Constant_29675" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1314" name="__module.model.layers.4.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="1138" name="__module.model.layers.4.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19949,7 +16588,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1315" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="1139" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19967,7 +16606,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1316" name="__module.model.layers.4.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1140" name="__module.model.layers.4.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19992,7 +16631,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1317" name="__module.model.layers.4.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1141" name="__module.model.layers.4.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20017,106 +16656,344 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1318" name="__module.model.layers.4.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
+		<layer id="1142" name="self.model.layers.4.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="774186208" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
+			</output>
+		</layer>
+		<layer id="1143" name="Convert_311701" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1124">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1319" name="Constant_220742" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1144" name="self.model.layers.4.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="776283360" size="16384" />
 			<output>
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+				<port id="0" precision="U4">
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+					<dim>128</dim>
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-				<port id="1" precision="I64" />
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+					<dim>32</dim>
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 		</layer>
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+					<dim>128</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="1149" name="Constant_311708" type="Const" version="opset1">
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+				<port id="0" precision="I64">
+					<dim>2</dim>
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 		</layer>
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+		<layer id="1150" name="Reshape_311709" type="Reshape" version="opset1">
+			<data special_zero="false" />
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-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
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+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1151" name="self.model.layers.4.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
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+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1152" name="__module.model.layers.4.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
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+				<port id="0" precision="FP32">
+					<dim>-1</dim>
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+					<dim>4096</dim>
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+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
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+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
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+		<layer id="1153" name="Constant_268373" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="1154" name="__module.model.layers.4.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
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+				<port id="1" precision="I64">
+					<dim>4</dim>
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+					<dim>-1</dim>
+					<dim>-1</dim>
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+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1155" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1156" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1082,key_states.23">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1157" name="__module.model.layers.4.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="2" precision="FP32" names="1124">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
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+		</layer>
+		<layer id="1158" name="Constant_235261" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
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+				<port id="0" precision="I64">
+					<dim>4</dim>
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+		</layer>
+		<layer id="1159" name="Constant_235260" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1160" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1161" name="__module.model.layers.4.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1162" name="__module.model.layers.4.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="1125,1130" />
+			</output>
+		</layer>
+		<layer id="1163" name="__module.model.layers.4.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
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+			<output>
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+			</output>
+		</layer>
+		<layer id="1164" name="__module.model.layers.4.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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+				<port id="0" precision="I64" />
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+			<output>
+				<port id="1" precision="I64" names="1127,1128,1132,1133" />
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+		<layer id="1165" name="Constant_266933" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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+				<port id="0" precision="I64">
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+		</layer>
+		<layer id="1166" name="__module.model.layers.4.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
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 			<output>
 				<port id="2" precision="I64">
@@ -20124,18 +17001,15 @@
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 			</output>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1167" name="Constant_235259" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1328" name="ScatterUpdate_220743" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -20156,29 +17030,23 @@
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1169" name="Constant_235265" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1170" name="Constant_235268" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="1331" name="__module.model.layers.4.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="1171" name="__module.model.layers.4.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20206,32 +17074,10 @@
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 		</layer>
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-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="1172" name="Constant_258440" type="Const" version="opset1">
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-		<layer id="1333" name="Constant_243787" type="Convert" version="opset1">
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-			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
@@ -20239,7 +17085,7 @@
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 			</output>
 		</layer>
-		<layer id="1334" name="__module.model.layers.4.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1173" name="__module.model.layers.4.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20264,29 +17110,23 @@
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 			</output>
 		</layer>
-		<layer id="1335" name="Constant_220794" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1174" name="Constant_235313" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1175" name="Constant_235318" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="1337" name="__module.model.layers.4.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="1176" name="__module.model.layers.4.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20314,7 +17154,7 @@
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 			</output>
 		</layer>
-		<layer id="1338" name="__module.model.layers.4.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1177" name="__module.model.layers.4.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20339,7 +17179,7 @@
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 			</output>
 		</layer>
-		<layer id="1339" name="__module.model.layers.4.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1178" name="__module.model.layers.4.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20364,7 +17204,7 @@
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 			</output>
 		</layer>
-		<layer id="1340" name="__module.model.layers.4.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1179" name="__module.model.layers.4.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20389,7 +17229,7 @@
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 			</output>
 		</layer>
-		<layer id="1341" name="__module.model.layers.4.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1180" name="__module.model.layers.4.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20414,7 +17254,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1342" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="1181" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20434,43 +17274,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1343" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1344" name="Constant_211965" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1182" name="Constant_267905" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1345" name="__module.model.layers.4.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1183" name="Constant_267906" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1346" name="__module.model.layers.4.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="1184" name="Gather_267907" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20479,7 +17297,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="1144">
@@ -20487,74 +17305,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1347" name="__module.model.layers.4.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1348" name="__module.model.layers.4.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="1185" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1145" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1349" name="Constant_169562" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1186" name="Constant_268721" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1350" name="__module.model.layers.4.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1187" name="__module.model.layers.4.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1188" name="__module.model.layers.4.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="1145">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1189" name="Constant_216242" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1351" name="Constant_212780" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1190" name="Constant_227167" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1352" name="Constant_212781" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1191" name="Constant_227168" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1353" name="Gather_212782" type="Gather" version="opset8">
+		<layer id="1192" name="Gather_227169" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20571,7 +17391,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1354" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="1193" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20593,19 +17413,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1355" name="__module.model.layers.4.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1356" name="__module.model.layers.4.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1194" name="__module.model.layers.4.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20623,73 +17431,27 @@
 				<port id="2" precision="FP32" names="1155,hidden_states.133">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1357" name="__module.model.layers.4.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="1156,1157" />
-			</output>
-		</layer>
-		<layer id="1358" name="Constant_169565" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1359" name="__module.model.layers.4.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1195" name="Constant_268374" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1360" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1158">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1361" name="__module.model.layers.4.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1196" name="__module.model.layers.4.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -20706,49 +17468,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1362" name="Constant_275063_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="1197" name="Constant_304622" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="1363" name="Constant_275063" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1364" name="Constant_275056" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="1198" name="Constant_304615" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1365" name="Constant_275058" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="1199" name="Constant_304617" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1366" name="Constant_275060" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="1200" name="Constant_304619" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1367" name="Concat_275061" type="Concat" version="opset1">
+		<layer id="1201" name="Concat_304620" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20770,7 +17520,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1368" name="Broadcast_275064" type="Broadcast" version="opset3">
+		<layer id="1202" name="Broadcast_304623" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -20787,7 +17537,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1369" name="ReadValue_269283" type="ReadValue" version="opset6">
+		<layer id="1203" name="ReadValue_298594" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.4.valuepresent.4.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20806,13 +17556,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1370" name="Constant_263386" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="1204" name="Constant_292462" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1371" name="Gather_263387" type="Gather" version="opset8">
+		<layer id="1205" name="Gather_292463" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20835,126 +17585,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1372" name="self.model.layers.4.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="608680015" size="2097152" />
+		<layer id="1206" name="self.model.layers.4.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="776365280" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1373" name="Convert_20424" type="Convert" version="opset1">
+		<layer id="1207" name="Convert_311691" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1374" name="self.model.layers.4.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="608614478" size="1" />
+		<layer id="1208" name="self.model.layers.4.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="780559584" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1375" name="Convert_20426" type="Convert" version="opset1">
+		<layer id="1209" name="Convert_311694" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1376" name="self.model.layers.4.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1210" name="self.model.layers.4.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1377" name="self.model.layers.4.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="610777167" size="65536" />
+		<layer id="1211" name="self.model.layers.4.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="780560608" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1378" name="self.model.layers.4.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1212" name="self.model.layers.4.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1379" name="Constant_20431" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
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-			</output>
-		</layer>
-		<layer id="1380" name="Reshape_20432" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -20962,11 +17680,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1381" name="self.model.layers.4.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="1213" name="self.model.layers.4.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -20980,7 +17695,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1382" name="__module.model.layers.4.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1214" name="__module.model.layers.4.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21001,8 +17716,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1383" name="__module.model.layers.4.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1215" name="Constant_268375" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1216" name="__module.model.layers.4.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21022,15 +17745,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1384" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1217" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1385" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1218" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21051,7 +17774,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1386" name="__module.model.layers.4.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1219" name="__module.model.layers.4.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21076,7 +17799,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1387" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="1220" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21096,7 +17819,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1388" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="1221" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21112,27 +17835,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1389" name="Constant_211974" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1222" name="Constant_268724" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1390" name="__module.model.layers.4.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1223" name="__module.model.layers.4.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1391" name="__module.model.layers.4.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="1224" name="__module.model.layers.4.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -21144,79 +17861,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1160">
+				<port id="3" precision="I64" names="1161">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1392" name="__module.model.layers.4.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1225" name="Constant_216260" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1393" name="__module.model.layers.4.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1161" />
-			</output>
-		</layer>
-		<layer id="1394" name="Constant_169567" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1395" name="__module.model.layers.4.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1396" name="Constant_212790" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1226" name="Constant_227177" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1397" name="Constant_212791" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1227" name="Constant_227178" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1398" name="Gather_212792" type="Gather" version="opset8">
+		<layer id="1228" name="Gather_227179" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -21233,7 +17905,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1399" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="1229" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -21255,19 +17927,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1400" name="__module.model.layers.4.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1401" name="__module.model.layers.4.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="1230" name="__module.model.layers.4.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21285,73 +17945,27 @@
 				<port id="2" precision="FP32" names="1171,hidden_states.137">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1402" name="__module.model.layers.4.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="1172,1173" />
-			</output>
-		</layer>
-		<layer id="1403" name="Constant_169570" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1404" name="__module.model.layers.4.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1231" name="Constant_268376" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1405" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1174">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1406" name="__module.model.layers.4.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1232" name="__module.model.layers.4.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -21368,7 +17982,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1407" name="__module.model.layers.4.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1233" name="__module.model.layers.4.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21391,7 +18005,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -21405,15 +18019,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1408" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1234" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1409" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1235" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21434,24 +18048,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1410" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1236" name="Constant_268377" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="1179">
+				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1411" name="__module.model.layers.4.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1237" name="__module.model.layers.4.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21471,8 +18077,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1412" name="self.model.layers.4.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="610842703" size="8388608" />
+		<layer id="1238" name="self.model.layers.4.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="780562656" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -21481,7 +18087,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1413" name="Convert_20454" type="Convert" version="opset1">
+		<layer id="1239" name="Convert_311723" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -21498,28 +18104,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1414" name="self.model.layers.4.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="1240" name="self.model.layers.4.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="788951264" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1415" name="Convert_20456" type="Convert" version="opset1">
+		<layer id="1241" name="Convert_311725" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1416" name="self.model.layers.4.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1242" name="self.model.layers.4.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21528,6 +18140,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -21539,8 +18153,8 @@
 				</port>
 			</output>
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-		<layer id="1417" name="self.model.layers.4.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
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@@ -21549,7 +18163,7 @@
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@@ -21571,15 +18185,15 @@
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+		<layer id="1245" name="Constant_311730" type="Const" version="opset1">
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-		<layer id="1420" name="Reshape_20462" type="Reshape" version="opset1">
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@@ -21598,11 +18212,8 @@
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 			<data destination_type="f32" />
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@@ -21616,7 +18227,7 @@
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@@ -21637,7 +18248,7 @@
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@@ -21659,97 +18270,37 @@
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 			<output>
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-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
+		<layer id="1251" name="Constant_258443" type="Const" version="opset1">
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-			<output>
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 			<data auto_broadcast="numpy" />
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@@ -21771,15 +18322,15 @@
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+		<layer id="1254" name="Constant_3673" type="Const" version="opset1">
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 			<data keep_dims="true" />
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@@ -21799,37 +18350,17 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21851,7 +18382,7 @@
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 			<input>
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@@ -21867,7 +18398,7 @@
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@@ -21889,7 +18420,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21911,7 +18442,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21933,8 +18464,8 @@
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 			<input>
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@@ -21960,28 +18491,34 @@
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 			<output>
 				<port id="0" precision="U4">
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 		</layer>
-		<layer id="1443" name="Convert_20476" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21990,6 +18527,8 @@
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 				<port id="1" precision="FP16">
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 				<port id="0" precision="FP16">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -22033,15 +18572,15 @@
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 			<data special_zero="false" />
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@@ -22060,11 +18599,8 @@
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 			<data destination_type="f32" />
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 			<input>
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@@ -22078,7 +18614,7 @@
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-		<layer id="1450" name="__module.model.layers.4.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -22099,7 +18635,7 @@
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 				<port id="0" precision="FP32">
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 				<port id="0" precision="U4">
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@@ -22125,7 +18661,7 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -22142,28 +18678,34 @@
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-			<data element_type="u4" shape="1" offset="608614478" size="1" />
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 			<output>
 				<port id="0" precision="U4">
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-		<layer id="1455" name="Convert_20466" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP16">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -22172,6 +18714,8 @@
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 				</port>
 				<port id="1" precision="FP16">
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@@ -22215,15 +18759,15 @@
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@@ -22242,11 +18786,8 @@
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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@@ -22371,8 +18920,8 @@
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@@ -22403,15 +18952,15 @@
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@@ -22430,11 +18979,8 @@
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@@ -22469,7 +19015,7 @@
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@@ -22491,97 +19037,37 @@
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-			<output>
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-			<output>
-				<port id="0" precision="FP16">
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@@ -22603,15 +19089,15 @@
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 			<input>
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@@ -22631,37 +19117,17 @@
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@@ -22683,7 +19149,7 @@
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 			<data auto_broadcast="numpy" />
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+					<dim>4096</dim>
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 		</layer>
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+		<layer id="1316" name="self.model.layers.5.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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@@ -22892,11 +19326,8 @@
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 			</output>
 		</layer>
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+		<layer id="1317" name="self.model.layers.5.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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@@ -22910,7 +19341,7 @@
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 		</layer>
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+		<layer id="1318" name="__module.model.layers.5.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -22931,79 +19362,16 @@
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-				<port id="2" precision="I64" />
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+		<layer id="1319" name="Constant_268378" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
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 		</layer>
-		<layer id="1508" name="__module.model.layers.5.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1320" name="__module.model.layers.5.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
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@@ -23023,15 +19391,15 @@
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1321" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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 			</output>
 		</layer>
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+		<layer id="1322" name="__module.model.layers.5.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23052,360 +19420,54 @@
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 		</layer>
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+		<layer id="1323" name="self.model.layers.5.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="1535" name="Constant_275097" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="1327" name="Constant_304656" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1536" name="Constant_275099" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="1328" name="Constant_304658" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1537" name="Concat_275100" type="Concat" version="opset1">
+		<layer id="1329" name="Concat_304659" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23427,7 +19489,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1538" name="Broadcast_275103" type="Broadcast" version="opset3">
+		<layer id="1330" name="Broadcast_304662" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -23444,7 +19506,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1539" name="ReadValue_269285" type="ReadValue" version="opset6">
+		<layer id="1331" name="ReadValue_298596" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.5.keypresent.5.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23463,13 +19525,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1540" name="Constant_263389" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="1332" name="Constant_292465" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1541" name="Gather_263390" type="Gather" version="opset8">
+		<layer id="1333" name="Gather_292466" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23492,7 +19554,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1542" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="1334" name="ShapeOf_267915" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23508,70 +19570,62 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1543" name="__module.model.layers.5.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1335" name="Constant_268727" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1544" name="__module.model.layers.5.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="1336" name="Constant_267917" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="1337" name="Gather_267918" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1258" />
+				<port id="3" precision="I64" names="1258">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1545" name="__module.model.layers.5.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="1338" name="__module.model.layers.5.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="1257,1261,1262,kv_seq_len.11" />
-			</output>
-		</layer>
-		<layer id="1546" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1547" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="1257,1261,1262,kv_seq_len.11">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1548" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1339" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1549" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1340" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23595,13 +19649,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1550" name="Constant_29647" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="1341" name="Constant_29678" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1551" name="__module.model.layers.5.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="1342" name="__module.model.layers.5.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23622,7 +19676,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1552" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="1343" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23640,7 +19694,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1553" name="__module.model.layers.5.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1344" name="__module.model.layers.5.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23665,29 +19719,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1554" name="Constant_220917" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1345" name="Constant_235436" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1555" name="Constant_220916" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1346" name="Constant_235435" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1556" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="1347" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23703,16 +19751,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1557" name="__module.model.layers.5.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1348" name="__module.model.layers.5.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1558" name="__module.model.layers.5.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1349" name="__module.model.layers.5.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23725,7 +19770,7 @@
 				<port id="3" precision="I64" names="1279,1284" />
 			</output>
 		</layer>
-		<layer id="1559" name="__module.model.layers.5.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1350" name="__module.model.layers.5.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -23735,7 +19780,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1560" name="__module.model.layers.5.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1351" name="__module.model.layers.5.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -23743,19 +19788,21 @@
 				<port id="1" precision="I64" names="1281,1282,1286,1287" />
 			</output>
 		</layer>
-		<layer id="1561" name="__module.model.layers.5.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1352" name="Constant_266943" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1562" name="__module.model.layers.5.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="1353" name="__module.model.layers.5.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -23763,18 +19810,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1563" name="Constant_220915" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1354" name="Constant_235434" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1564" name="ScatterUpdate_220918" type="ScatterUpdate" version="opset3">
+		<layer id="1355" name="ScatterUpdate_235437" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -23795,29 +19839,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1565" name="Constant_220921" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1356" name="Constant_235440" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1566" name="Constant_220924" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1357" name="Constant_235443" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1567" name="__module.model.layers.5.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1358" name="__module.model.layers.5.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23845,32 +19883,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1568" name="Constant_243796_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1569" name="Constant_243796" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1359" name="Constant_258449" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -23878,7 +19894,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1570" name="__module.model.layers.5.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1360" name="__module.model.layers.5.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23903,29 +19919,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1571" name="Constant_220969" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1361" name="Constant_235488" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1572" name="Constant_220974" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1362" name="Constant_235493" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1573" name="__module.model.layers.5.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="1363" name="__module.model.layers.5.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23953,7 +19963,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1574" name="__module.model.layers.5.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1364" name="__module.model.layers.5.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23978,56 +19988,32 @@
 				</port>
 			</output>
 		</layer>
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-				<port id="0" precision="FP16">
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-					<dim>128</dim>
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-			</input>
+		<layer id="1365" name="self.model.layers.5.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
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 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1366" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1367" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1579" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="1368" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24051,13 +20037,13 @@
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 			</output>
 		</layer>
-		<layer id="1580" name="Constant_29650" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="1369" name="Constant_29681" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1581" name="__module.model.layers.5.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="1370" name="__module.model.layers.5.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24078,7 +20064,7 @@
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 			</output>
 		</layer>
-		<layer id="1582" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="1371" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24096,7 +20082,7 @@
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 			</output>
 		</layer>
-		<layer id="1583" name="__module.model.layers.5.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1372" name="__module.model.layers.5.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24121,7 +20107,7 @@
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 			</output>
 		</layer>
-		<layer id="1584" name="__module.model.layers.5.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1373" name="__module.model.layers.5.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24146,86 +20132,282 @@
 				</port>
 			</output>
 		</layer>
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="1374" name="self.model.layers.5.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="897622240" size="4194304" />
 			<output>
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-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1586" name="Constant_221018" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1375" name="Convert_311779" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
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 			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1587" name="Constant_221017" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1376" name="self.model.layers.5.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="901816544" size="1024" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="U8">
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 				</port>
 			</output>
 		</layer>
-		<layer id="1588" name="__module.model.layers.5.self_attn/aten::size/Constant_7" type="Const" version="opset1">
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-		<layer id="1589" name="__module.model.layers.5.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="1377" name="Convert_311782" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1295,1300" />
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1590" name="__module.model.layers.5.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
+		<layer id="1378" name="self.model.layers.5.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
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+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1379" name="self.model.layers.5.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="901817568" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1380" name="self.model.layers.5.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
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+					<dim>1024</dim>
+					<dim>1</dim>
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+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1381" name="self.model.layers.5.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
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+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1382" name="__module.model.layers.5.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
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+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
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+			<output>
+				<port id="2" precision="FP32" names="1244,key_states.25">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1383" name="Constant_268379" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1384" name="__module.model.layers.5.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
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+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1251">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1385" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1386" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1252,key_states.27">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1387" name="__module.model.layers.5.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1294">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1388" name="Constant_235537" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1389" name="Constant_235536" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1390" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1391" name="__module.model.layers.5.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1392" name="__module.model.layers.5.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="1295,1300" />
+			</output>
+		</layer>
+		<layer id="1393" name="__module.model.layers.5.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
 			<output>
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1591" name="__module.model.layers.5.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1394" name="__module.model.layers.5.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -24233,19 +20415,21 @@
 				<port id="1" precision="I64" names="1297,1298,1302,1303" />
 			</output>
 		</layer>
-		<layer id="1592" name="__module.model.layers.5.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1395" name="Constant_266945" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1593" name="__module.model.layers.5.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="1396" name="__module.model.layers.5.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -24253,18 +20437,15 @@
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 			</output>
 		</layer>
-		<layer id="1594" name="Constant_221016" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1397" name="Constant_235535" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1595" name="ScatterUpdate_221019" type="ScatterUpdate" version="opset3">
+		<layer id="1398" name="ScatterUpdate_235538" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -24285,29 +20466,23 @@
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 			</output>
 		</layer>
-		<layer id="1596" name="Constant_221022" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1399" name="Constant_235541" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1597" name="Constant_221025" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1400" name="Constant_235544" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1598" name="__module.model.layers.5.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="1401" name="__module.model.layers.5.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24335,32 +20510,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1599" name="Constant_243797_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="1600" name="Constant_243797" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1402" name="Constant_258450" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -24368,7 +20521,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1601" name="__module.model.layers.5.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1403" name="__module.model.layers.5.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24393,29 +20546,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1602" name="Constant_221070" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1404" name="Constant_235589" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1603" name="Constant_221075" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1405" name="Constant_235594" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1604" name="__module.model.layers.5.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="1406" name="__module.model.layers.5.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24443,7 +20590,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1605" name="__module.model.layers.5.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1407" name="__module.model.layers.5.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24468,7 +20615,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1606" name="__module.model.layers.5.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1408" name="__module.model.layers.5.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24493,7 +20640,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1607" name="__module.model.layers.5.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1409" name="__module.model.layers.5.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24518,7 +20665,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1608" name="__module.model.layers.5.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1410" name="__module.model.layers.5.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24543,7 +20690,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1609" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="1411" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24563,43 +20710,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1610" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1611" name="Constant_211989" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1412" name="Constant_267921" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1612" name="__module.model.layers.5.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1413" name="Constant_267922" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1613" name="__module.model.layers.5.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="1414" name="Gather_267923" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -24608,7 +20733,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="1314">
@@ -24616,74 +20741,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1614" name="__module.model.layers.5.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1615" name="__module.model.layers.5.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="1415" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1315" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1616" name="Constant_169574" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1416" name="Constant_268730" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1617" name="__module.model.layers.5.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1417" name="__module.model.layers.5.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1418" name="__module.model.layers.5.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="1315">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1618" name="Constant_212815" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1419" name="Constant_216278" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1420" name="Constant_227202" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1619" name="Constant_212816" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1421" name="Constant_227203" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1620" name="Gather_212817" type="Gather" version="opset8">
+		<layer id="1422" name="Gather_227204" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -24700,7 +20827,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1621" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="1423" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -24722,19 +20849,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1622" name="__module.model.layers.5.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1623" name="__module.model.layers.5.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1424" name="__module.model.layers.5.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24752,73 +20867,27 @@
 				<port id="2" precision="FP32" names="1325,hidden_states.163">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1624" name="__module.model.layers.5.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="1326,1327" />
-			</output>
-		</layer>
-		<layer id="1625" name="Constant_169577" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1626" name="__module.model.layers.5.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1425" name="Constant_268380" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1627" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1328">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1628" name="__module.model.layers.5.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1426" name="__module.model.layers.5.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -24835,49 +20904,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1629" name="Constant_275089_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="1427" name="Constant_304648" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="1630" name="Constant_275089" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1631" name="Constant_275082" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="1428" name="Constant_304641" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1632" name="Constant_275084" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="1429" name="Constant_304643" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1633" name="Constant_275086" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="1430" name="Constant_304645" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1634" name="Concat_275087" type="Concat" version="opset1">
+		<layer id="1431" name="Concat_304646" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -24899,7 +20956,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1635" name="Broadcast_275090" type="Broadcast" version="opset3">
+		<layer id="1432" name="Broadcast_304649" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -24916,7 +20973,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1636" name="ReadValue_269287" type="ReadValue" version="opset6">
+		<layer id="1433" name="ReadValue_298598" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.5.valuepresent.5.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24935,13 +20992,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1637" name="Constant_263392" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="1434" name="Constant_292468" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1638" name="Gather_263393" type="Gather" version="opset8">
+		<layer id="1435" name="Gather_292469" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24964,126 +21021,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1639" name="self.model.layers.5.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="721156175" size="2097152" />
+		<layer id="1436" name="self.model.layers.5.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="901819616" size="4194304" />
 			<output>
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+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1640" name="Convert_20494" type="Convert" version="opset1">
+		<layer id="1437" name="Convert_311768" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1641" name="self.model.layers.5.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="608614478" size="1" />
+		<layer id="1438" name="self.model.layers.5.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="906013920" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1642" name="Convert_20496" type="Convert" version="opset1">
+		<layer id="1439" name="Convert_311771" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1643" name="self.model.layers.5.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1440" name="self.model.layers.5.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1644" name="self.model.layers.5.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="723253327" size="65536" />
+		<layer id="1441" name="self.model.layers.5.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="906014944" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1645" name="self.model.layers.5.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1442" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1646" name="Constant_20501" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1647" name="Reshape_20502" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -25091,11 +21116,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1648" name="self.model.layers.5.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="1443" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -25109,7 +21131,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1649" name="__module.model.layers.5.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1444" name="__module.model.layers.5.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25130,8 +21152,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1650" name="__module.model.layers.5.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1445" name="Constant_268381" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1446" name="__module.model.layers.5.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25151,15 +21181,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1651" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1447" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1652" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1448" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25180,7 +21210,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1653" name="__module.model.layers.5.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1449" name="__module.model.layers.5.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25205,7 +21235,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1654" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="1450" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25225,7 +21255,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1655" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="1451" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25241,27 +21271,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1656" name="Constant_211998" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1452" name="Constant_268733" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1657" name="__module.model.layers.5.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1453" name="__module.model.layers.5.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1658" name="__module.model.layers.5.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="1454" name="__module.model.layers.5.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -25273,79 +21297,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1330">
+				<port id="3" precision="I64" names="1331">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1659" name="__module.model.layers.5.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1455" name="Constant_216296" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1660" name="__module.model.layers.5.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1331" />
-			</output>
-		</layer>
-		<layer id="1661" name="Constant_169579" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1662" name="__module.model.layers.5.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1663" name="Constant_212825" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1456" name="Constant_227212" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1664" name="Constant_212826" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1457" name="Constant_227213" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1665" name="Gather_212827" type="Gather" version="opset8">
+		<layer id="1458" name="Gather_227214" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -25362,7 +21341,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1666" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="1459" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -25384,19 +21363,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1667" name="__module.model.layers.5.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1668" name="__module.model.layers.5.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="1460" name="__module.model.layers.5.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25414,73 +21381,27 @@
 				<port id="2" precision="FP32" names="1341,hidden_states.167">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1669" name="__module.model.layers.5.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="1342,1343" />
-			</output>
-		</layer>
-		<layer id="1670" name="Constant_169582" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1461" name="Constant_268382" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1671" name="__module.model.layers.5.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
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-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1672" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1344">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1673" name="__module.model.layers.5.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1462" name="__module.model.layers.5.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -25497,7 +21418,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1674" name="__module.model.layers.5.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1463" name="__module.model.layers.5.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25520,7 +21441,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
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@@ -25534,15 +21455,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1675" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1464" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
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 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="1676" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1465" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25563,24 +21484,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1677" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1466" name="Constant_268383" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
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+				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1678" name="__module.model.layers.5.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1467" name="__module.model.layers.5.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25600,8 +21513,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1679" name="self.model.layers.5.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="723318863" size="8388608" />
+		<layer id="1468" name="self.model.layers.5.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="906016992" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -25610,7 +21523,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1680" name="Convert_20524" type="Convert" version="opset1">
+		<layer id="1469" name="Convert_311800" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -25627,28 +21540,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1681" name="self.model.layers.5.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="1470" name="self.model.layers.5.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="914405600" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1682" name="Convert_20526" type="Convert" version="opset1">
+		<layer id="1471" name="Convert_311802" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1683" name="self.model.layers.5.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1472" name="self.model.layers.5.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25657,6 +21576,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -25668,8 +21589,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1684" name="self.model.layers.5.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="731707471" size="262144" />
+		<layer id="1473" name="self.model.layers.5.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="914471136" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -25678,7 +21599,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1685" name="self.model.layers.5.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1474" name="self.model.layers.5.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25700,15 +21621,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1686" name="Constant_20531" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="1475" name="Constant_311807" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1687" name="Reshape_20532" type="Reshape" version="opset1">
+		<layer id="1476" name="Reshape_311808" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25727,11 +21648,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1688" name="self.model.layers.5.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="1477" name="self.model.layers.5.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -25745,7 +21663,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1689" name="__module.model.layers.5.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1478" name="__module.model.layers.5.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25766,7 +21684,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1690" name="__module.model.layers.5/aten::add/Add" type="Add" version="opset1">
+		<layer id="1479" name="__module.model.layers.5/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25788,97 +21706,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1691" name="Constant_243801_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="731969615" size="8192" />
+		<layer id="1480" name="Constant_258454" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="914733280" size="16384" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1692" name="Constant_243801" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1693" name="Constant_243800_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
+		<layer id="1481" name="Constant_258453" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1694" name="Constant_243800" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
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-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="1695" name="Constant_243798_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
-			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1696" name="Constant_243798" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1482" name="Constant_258451" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1697" name="__module.model.layers.5.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1483" name="__module.model.layers.5.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25900,15 +21758,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1698" name="Constant_4349" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="1484" name="Constant_4349" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1361">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1699" name="__module.model.layers.5.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1485" name="__module.model.layers.5.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25928,37 +21786,17 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1700" name="Constant_243799_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184426" size="2" />
+		<layer id="1486" name="Constant_258452" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
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-		</layer>
-		<layer id="1701" name="Constant_243799" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1702" name="__module.model.layers.5.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1487" name="__module.model.layers.5.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25980,7 +21818,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1703" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1488" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25996,7 +21834,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1704" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1489" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26018,7 +21856,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1705" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1490" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26040,7 +21878,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1706" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1491" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26062,8 +21900,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1707" name="self.model.layers.5.mlp.gate_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="731977807" size="29360128" />
+		<layer id="1492" name="self.model.layers.5.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="914749664" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -26072,7 +21910,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1708" name="Convert_20544" type="Convert" version="opset1">
+		<layer id="1493" name="Convert_311822" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -26089,28 +21927,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1709" name="self.model.layers.5.mlp.gate_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="1494" name="self.model.layers.5.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="944109792" size="229376" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1710" name="Convert_20546" type="Convert" version="opset1">
+		<layer id="1495" name="Convert_311824" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1711" name="self.model.layers.5.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1496" name="self.model.layers.5.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26119,6 +21963,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -26130,8 +21976,8 @@
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 			</output>
 		</layer>
-		<layer id="1712" name="self.model.layers.5.mlp.gate_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="761337935" size="917504" />
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+			<data element_type="f16" shape="14336, 32, 1" offset="944339168" size="917504" />
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@@ -26140,7 +21986,7 @@
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 		</layer>
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+		<layer id="1498" name="self.model.layers.5.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -26162,15 +22008,15 @@
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-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="1499" name="Constant_311829" type="Const" version="opset1">
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-		<layer id="1715" name="Reshape_20552" type="Reshape" version="opset1">
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@@ -26189,11 +22035,8 @@
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 			</output>
 		</layer>
-		<layer id="1716" name="self.model.layers.5.mlp.gate_proj.weight" type="Convert" version="opset1">
+		<layer id="1501" name="self.model.layers.5.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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@@ -26207,7 +22050,7 @@
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 		</layer>
-		<layer id="1717" name="__module.model.layers.5.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1502" name="__module.model.layers.5.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -26228,7 +22071,7 @@
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 		</layer>
-		<layer id="1718" name="__module.model.layers.5.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="1503" name="__module.model.layers.5.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26244,126 +22087,94 @@
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-			<data element_type="u4" shape="14336, 32, 128" offset="762255439" size="29360128" />
+		<layer id="1504" name="self.model.layers.5.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="14336, 4096" offset="945256672" size="58720256" />
 			<output>
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 		</layer>
-		<layer id="1720" name="Convert_20534" type="Convert" version="opset1">
+		<layer id="1505" name="Convert_311812" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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-					<dim>128</dim>
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-					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="1721" name="self.model.layers.5.mlp.up_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="496138317" size="1" />
+		<layer id="1506" name="self.model.layers.5.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="14336, 1" offset="1003976928" size="14336" />
 			<output>
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 				</port>
 			</output>
 		</layer>
-		<layer id="1722" name="Convert_20536" type="Convert" version="opset1">
+		<layer id="1507" name="Convert_311815" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1723" name="self.model.layers.5.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1508" name="self.model.layers.5.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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-					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
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-					<dim>128</dim>
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 		</layer>
-		<layer id="1724" name="self.model.layers.5.mlp.up_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="791615567" size="917504" />
+		<layer id="1509" name="self.model.layers.5.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 1" offset="1003991264" size="28672" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 		</layer>
-		<layer id="1725" name="self.model.layers.5.mlp.up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1510" name="self.model.layers.5.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
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 					<dim>1</dim>
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-					<dim>32</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="1726" name="Constant_20541" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="1727" name="Reshape_20542" type="Reshape" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>14336</dim>
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-					<dim>128</dim>
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-				<port id="1" precision="I64">
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 			<output>
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 					<dim>14336</dim>
@@ -26371,11 +22182,8 @@
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 			</output>
 		</layer>
-		<layer id="1728" name="self.model.layers.5.mlp.up_proj.weight" type="Convert" version="opset1">
+		<layer id="1511" name="self.model.layers.5.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -26389,7 +22197,7 @@
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 			</output>
 		</layer>
-		<layer id="1729" name="__module.model.layers.5.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1512" name="__module.model.layers.5.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26410,7 +22218,7 @@
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 			</output>
 		</layer>
-		<layer id="1730" name="__module.model.layers.5.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1513" name="__module.model.layers.5.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26432,8 +22240,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1731" name="self.model.layers.5.mlp.down_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 128" offset="792533071" size="29360128" />
+		<layer id="1514" name="self.model.layers.5.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="1004019936" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -26442,7 +22250,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1732" name="Convert_20554" type="Convert" version="opset1">
+		<layer id="1515" name="Convert_311833" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -26459,58 +22267,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1733" name="self.model.layers.5.mlp.down_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="1516" name="self.model.layers.5.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="1033380064" size="229376" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1734" name="Convert_20556" type="Convert" version="opset1">
+		<layer id="1517" name="Convert_311835" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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-		<layer id="1735" name="self.model.layers.5.mlp.down_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP16">
 					<dim>4096</dim>
 					<dim>112</dim>
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-				<port id="1" precision="FP16">
 					<dim>1</dim>
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 			</input>
 			<output>
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-					<dim>112</dim>
-					<dim>128</dim>
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-		<layer id="1736" name="self.model.layers.5.mlp.down_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 112, 1" offset="821893199" size="917504" />
-			<output>
-				<port id="0" precision="FP16">
+				<port id="1" precision="FP16">
 					<dim>4096</dim>
 					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1737" name="self.model.layers.5.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1518" name="self.model.layers.5.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26532,15 +22316,47 @@
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 			</output>
 		</layer>
-		<layer id="1738" name="Constant_20561" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="260429881" size="16" />
+		<layer id="1519" name="self.model.layers.5.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 112, 1" offset="1033609440" size="917504" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1520" name="self.model.layers.5.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1521" name="Constant_311840" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="316431568" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1739" name="Reshape_20562" type="Reshape" version="opset1">
+		<layer id="1522" name="Reshape_311841" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26559,11 +22375,8 @@
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 			</output>
 		</layer>
-		<layer id="1740" name="self.model.layers.5.mlp.down_proj.weight" type="Convert" version="opset1">
+		<layer id="1523" name="self.model.layers.5.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -26577,7 +22390,7 @@
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 		</layer>
-		<layer id="1741" name="__module.model.layers.5.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1524" name="__module.model.layers.5.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26598,7 +22411,7 @@
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 			</output>
 		</layer>
-		<layer id="1742" name="__module.model.layers.5/aten::add/Add_1" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26620,97 +22433,37 @@
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+		<layer id="1526" name="Constant_258458" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
 					<dim>4096</dim>
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-		<layer id="1746" name="Constant_243804" type="Convert" version="opset1">
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="1527" name="Constant_258457" type="Const" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -26732,15 +22485,15 @@
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 		</layer>
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 		</layer>
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 			<input>
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@@ -26760,37 +22513,17 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -26812,7 +22545,7 @@
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 		</layer>
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 			<input>
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@@ -26828,7 +22561,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -26850,7 +22583,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -26872,7 +22605,7 @@
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 		</layer>
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@@ -26894,126 +22627,94 @@
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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 			<data destination_type="f16" />
 			<input>
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 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 					<dim>4096</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
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@@ -27021,11 +22722,8 @@
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 		</layer>
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 			<data destination_type="f32" />
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@@ -27039,7 +22737,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -27060,79 +22758,16 @@
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-				<port id="2" precision="I64" />
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-			<data special_zero="false" />
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 			<input>
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@@ -27152,15 +22787,15 @@
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1549" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -27181,360 +22816,54 @@
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-			<input>
-				<port id="0" precision="FP16" />
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+		<layer id="1553" name="Constant_304687" type="Const" version="opset1">
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+		<layer id="1554" name="Constant_304680" type="Const" version="opset1">
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-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="1555" name="Constant_304682" type="Const" version="opset1">
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+		<layer id="1556" name="Constant_304684" type="Const" version="opset1">
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-		<layer id="1804" name="Concat_275126" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -27556,7 +22885,7 @@
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 			</output>
 		</layer>
-		<layer id="1805" name="Broadcast_275129" type="Broadcast" version="opset3">
+		<layer id="1558" name="Broadcast_304688" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -27573,7 +22902,7 @@
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 			</output>
 		</layer>
-		<layer id="1806" name="ReadValue_269289" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.6.keypresent.6.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
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@@ -27592,13 +22921,13 @@
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 		</layer>
-		<layer id="1807" name="Constant_263395" type="Const" version="opset1">
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+		<layer id="1560" name="Constant_292471" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1808" name="Gather_263396" type="Gather" version="opset8">
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 			<data batch_dims="0" />
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 				<port id="0" precision="FP32">
@@ -27621,7 +22950,7 @@
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 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27637,70 +22966,62 @@
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 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
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 			<output>
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="1564" name="Constant_267933" type="Const" version="opset1">
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+				<port id="0" precision="I64" />
 			</output>
 		</layer>
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+		<layer id="1565" name="Gather_267934" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="1428">
+					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="1566" name="__module.model.layers.6.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="1427,1431,1432,kv_seq_len.13">
 					<dim>1</dim>
 				</port>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1567" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1816" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1568" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27724,13 +23045,13 @@
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 			</output>
 		</layer>
-		<layer id="1817" name="Constant_29653" type="Const" version="opset1">
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+		<layer id="1569" name="Constant_29684" type="Const" version="opset1">
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 			<output>
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 			</output>
 		</layer>
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27751,7 +23072,7 @@
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 			</output>
 		</layer>
-		<layer id="1819" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="1571" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27769,7 +23090,7 @@
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 			</output>
 		</layer>
-		<layer id="1820" name="__module.model.layers.6.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1572" name="__module.model.layers.6.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27794,29 +23115,23 @@
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 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
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+		<layer id="1573" name="Constant_235712" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1574" name="Constant_235711" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1823" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="1575" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27832,16 +23147,13 @@
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 			</output>
 		</layer>
-		<layer id="1824" name="__module.model.layers.6.self_attn/aten::size/Constant_5" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1576" name="__module.model.layers.6.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1825" name="__module.model.layers.6.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1577" name="__module.model.layers.6.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -27854,7 +23166,7 @@
 				<port id="3" precision="I64" names="1449,1454" />
 			</output>
 		</layer>
-		<layer id="1826" name="__module.model.layers.6.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1578" name="__module.model.layers.6.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -27864,7 +23176,7 @@
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 			</output>
 		</layer>
-		<layer id="1827" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1579" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -27872,19 +23184,21 @@
 				<port id="1" precision="I64" names="1451,1452,1456,1457" />
 			</output>
 		</layer>
-		<layer id="1828" name="__module.model.layers.6.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1580" name="Constant_266955" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1829" name="__module.model.layers.6.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1581" name="__module.model.layers.6.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -27892,18 +23206,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1830" name="Constant_221191" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1582" name="Constant_235710" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1831" name="ScatterUpdate_221194" type="ScatterUpdate" version="opset3">
+		<layer id="1583" name="ScatterUpdate_235713" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -27924,29 +23235,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1832" name="Constant_221197" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1584" name="Constant_235716" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1833" name="Constant_221200" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1585" name="Constant_235719" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1834" name="__module.model.layers.6.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1586" name="__module.model.layers.6.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27974,32 +23279,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1835" name="Constant_243806_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="1587" name="Constant_258459" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="1836" name="Constant_243806" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
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-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -28007,7 +23290,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1837" name="__module.model.layers.6.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1588" name="__module.model.layers.6.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28032,29 +23315,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1838" name="Constant_221245" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1589" name="Constant_235764" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1839" name="Constant_221250" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1590" name="Constant_235769" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1840" name="__module.model.layers.6.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="1591" name="__module.model.layers.6.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28082,7 +23359,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1841" name="__module.model.layers.6.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1592" name="__module.model.layers.6.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28107,56 +23384,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1842" name="self.model.layers.6.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.6.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1843" name="self.model.layers.6.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="1593" name="self.model.layers.6.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.6.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1844" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1594" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1845" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1595" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1846" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="1596" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28180,13 +23433,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1847" name="Constant_29656" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="1597" name="Constant_29687" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1848" name="__module.model.layers.6.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="1598" name="__module.model.layers.6.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28207,7 +23460,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1849" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="1599" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28225,7 +23478,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1850" name="__module.model.layers.6.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1600" name="__module.model.layers.6.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28250,7 +23503,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1851" name="__module.model.layers.6.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1601" name="__module.model.layers.6.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28275,7 +23528,236 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1852" name="__module.model.layers.6.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1602" name="self.model.layers.6.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1051332832" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1603" name="Convert_311855" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1604" name="self.model.layers.6.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1053429984" size="16384" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1605" name="Convert_311857" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1606" name="self.model.layers.6.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1607" name="self.model.layers.6.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1053446368" size="65536" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1608" name="self.model.layers.6.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1609" name="Constant_311862" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1610" name="Reshape_311863" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1611" name="self.model.layers.6.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1612" name="__module.model.layers.6.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1414,key_states.29">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1613" name="Constant_268385" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1614" name="__module.model.layers.6.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1421">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1615" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1616" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1422,key_states.31">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1617" name="__module.model.layers.6.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28300,38 +23782,45 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1853" name="Constant_221294" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1618" name="Constant_235813" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1854" name="Constant_221293" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1619" name="Constant_235812" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1855" name="__module.model.layers.6.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1620" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1621" name="__module.model.layers.6.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1856" name="__module.model.layers.6.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="1622" name="__module.model.layers.6.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -28344,7 +23833,7 @@
 				<port id="3" precision="I64" names="1465,1470" />
 			</output>
 		</layer>
-		<layer id="1857" name="__module.model.layers.6.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1623" name="__module.model.layers.6.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -28354,7 +23843,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1858" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1624" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -28362,19 +23851,21 @@
 				<port id="1" precision="I64" names="1467,1468,1472,1473" />
 			</output>
 		</layer>
-		<layer id="1859" name="__module.model.layers.6.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1625" name="Constant_266957" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1860" name="__module.model.layers.6.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="1626" name="__module.model.layers.6.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -28382,18 +23873,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1861" name="Constant_221292" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1627" name="Constant_235811" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1862" name="ScatterUpdate_221295" type="ScatterUpdate" version="opset3">
+		<layer id="1628" name="ScatterUpdate_235814" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -28414,29 +23902,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1863" name="Constant_221298" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1629" name="Constant_235817" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1864" name="Constant_221301" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1630" name="Constant_235820" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1865" name="__module.model.layers.6.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="1631" name="__module.model.layers.6.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28464,32 +23946,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1866" name="Constant_243807_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-		</layer>
-		<layer id="1867" name="Constant_243807" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1632" name="Constant_258460" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -28497,7 +23957,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1868" name="__module.model.layers.6.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1633" name="__module.model.layers.6.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28522,29 +23982,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1869" name="Constant_221346" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1634" name="Constant_235865" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1870" name="Constant_221351" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1635" name="Constant_235870" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1871" name="__module.model.layers.6.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="1636" name="__module.model.layers.6.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28572,7 +24026,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1872" name="__module.model.layers.6.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1637" name="__module.model.layers.6.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28597,7 +24051,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1873" name="__module.model.layers.6.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1638" name="__module.model.layers.6.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28622,7 +24076,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1874" name="__module.model.layers.6.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1639" name="__module.model.layers.6.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28647,7 +24101,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1875" name="__module.model.layers.6.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1640" name="__module.model.layers.6.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28672,7 +24126,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1876" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="1641" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28692,43 +24146,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1877" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1878" name="Constant_212013" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1642" name="Constant_267937" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1879" name="__module.model.layers.6.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1643" name="Constant_267938" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1880" name="__module.model.layers.6.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="1644" name="Gather_267939" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -28737,7 +24169,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="1484">
@@ -28745,74 +24177,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1881" name="__module.model.layers.6.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1882" name="__module.model.layers.6.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="1645" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1485" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1883" name="Constant_169586" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1646" name="Constant_268739" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1884" name="__module.model.layers.6.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1647" name="__module.model.layers.6.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1648" name="__module.model.layers.6.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="1485">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1885" name="Constant_212850" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1649" name="Constant_216314" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
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+		</layer>
+		<layer id="1650" name="Constant_227237" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
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-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1651" name="Constant_227238" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1887" name="Gather_212852" type="Gather" version="opset8">
+		<layer id="1652" name="Gather_227239" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -28829,7 +24263,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1888" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="1653" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -28851,19 +24285,7 @@
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 		</layer>
-		<layer id="1889" name="__module.model.layers.6.self_attn/aten::expand/Abs" type="Abs" version="opset1">
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-		</layer>
-		<layer id="1890" name="__module.model.layers.6.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1654" name="__module.model.layers.6.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28881,73 +24303,27 @@
 				<port id="2" precision="FP32" names="1495,hidden_states.193">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1891" name="__module.model.layers.6.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
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-			<input>
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-				<port id="1" precision="I64" />
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-			<output>
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-		<layer id="1892" name="Constant_169589" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1655" name="Constant_268386" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
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-		<layer id="1893" name="__module.model.layers.6.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
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-				<port id="1" precision="I64">
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-		<layer id="1894" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I64" names="1498">
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 			</output>
 		</layer>
-		<layer id="1895" name="__module.model.layers.6.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1656" name="__module.model.layers.6.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -28964,49 +24340,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1896" name="Constant_275115_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
-			<output>
-				<port id="0" precision="FP16" />
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-		</layer>
-		<layer id="1897" name="Constant_275115" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="1657" name="Constant_304674" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1898" name="Constant_275108" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="1658" name="Constant_304667" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1899" name="Constant_275110" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="1659" name="Constant_304669" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1900" name="Constant_275112" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="1660" name="Constant_304671" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1901" name="Concat_275113" type="Concat" version="opset1">
+		<layer id="1661" name="Concat_304672" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -29028,7 +24392,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1902" name="Broadcast_275116" type="Broadcast" version="opset3">
+		<layer id="1662" name="Broadcast_304675" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -29045,7 +24409,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1903" name="ReadValue_269291" type="ReadValue" version="opset6">
+		<layer id="1663" name="ReadValue_298602" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.6.valuepresent.6.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29064,13 +24428,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1904" name="Constant_263398" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="1664" name="Constant_292474" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1905" name="Gather_263399" type="Gather" version="opset8">
+		<layer id="1665" name="Gather_292475" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29093,126 +24457,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1906" name="self.model.layers.6.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="833632336" size="2097152" />
+		<layer id="1666" name="self.model.layers.6.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="1053511904" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1907" name="Convert_20564" type="Convert" version="opset1">
+		<layer id="1667" name="Convert_311845" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1908" name="self.model.layers.6.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="1668" name="self.model.layers.6.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="1057706208" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1909" name="Convert_20566" type="Convert" version="opset1">
+		<layer id="1669" name="Convert_311848" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1910" name="self.model.layers.6.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1670" name="self.model.layers.6.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1911" name="self.model.layers.6.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="835729488" size="65536" />
+		<layer id="1671" name="self.model.layers.6.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="1057707232" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1912" name="self.model.layers.6.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1672" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1913" name="Constant_20571" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
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-			</output>
-		</layer>
-		<layer id="1914" name="Reshape_20572" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -29220,11 +24552,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1915" name="self.model.layers.6.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="1673" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -29238,7 +24567,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1916" name="__module.model.layers.6.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1674" name="__module.model.layers.6.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29259,8 +24588,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1917" name="__module.model.layers.6.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1675" name="Constant_268387" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1676" name="__module.model.layers.6.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29280,15 +24617,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1918" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1677" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1919" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1678" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29309,7 +24646,7 @@
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 			</output>
 		</layer>
-		<layer id="1920" name="__module.model.layers.6.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1679" name="__module.model.layers.6.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29334,7 +24671,7 @@
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 			</output>
 		</layer>
-		<layer id="1921" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="1680" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29354,7 +24691,7 @@
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 			</output>
 		</layer>
-		<layer id="1922" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="1681" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29370,27 +24707,21 @@
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 			</output>
 		</layer>
-		<layer id="1923" name="Constant_212022" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1682" name="Constant_268742" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1924" name="__module.model.layers.6.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1683" name="__module.model.layers.6.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1925" name="__module.model.layers.6.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="1684" name="__module.model.layers.6.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -29402,79 +24733,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1500">
+				<port id="3" precision="I64" names="1501">
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 				</port>
 			</output>
 		</layer>
-		<layer id="1926" name="__module.model.layers.6.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
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-			<output>
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-		<layer id="1928" name="Constant_169591" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1685" name="Constant_216332" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1929" name="__module.model.layers.6.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1686" name="Constant_227247" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1931" name="Constant_212861" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1687" name="Constant_227248" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1932" name="Gather_212862" type="Gather" version="opset8">
+		<layer id="1688" name="Gather_227249" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -29491,7 +24777,7 @@
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 			</output>
 		</layer>
-		<layer id="1933" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="1689" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -29513,19 +24799,7 @@
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 			</output>
 		</layer>
-		<layer id="1934" name="__module.model.layers.6.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
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-		</layer>
-		<layer id="1935" name="__module.model.layers.6.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="1690" name="__module.model.layers.6.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29543,73 +24817,27 @@
 				<port id="2" precision="FP32" names="1511,hidden_states.197">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
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 		</layer>
-		<layer id="1936" name="__module.model.layers.6.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
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-				<port id="1" precision="I64" />
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-		<layer id="1937" name="Constant_169594" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1691" name="Constant_268388" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
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-			<data special_zero="false" />
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-		<layer id="1939" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
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-			<input>
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-				<port id="1" precision="I64">
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 		</layer>
-		<layer id="1940" name="__module.model.layers.6.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1692" name="__module.model.layers.6.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -29626,7 +24854,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1941" name="__module.model.layers.6.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1693" name="__module.model.layers.6.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29649,7 +24877,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -29663,15 +24891,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1942" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1694" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="1943" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1695" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29692,24 +24920,16 @@
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 			</output>
 		</layer>
-		<layer id="1944" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
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-				<port id="0" precision="I64">
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-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1696" name="Constant_268389" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="1519">
+				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1945" name="__module.model.layers.6.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1697" name="__module.model.layers.6.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29729,8 +24949,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1946" name="self.model.layers.6.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="835795024" size="8388608" />
+		<layer id="1698" name="self.model.layers.6.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1057709280" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -29739,7 +24959,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1947" name="Convert_20594" type="Convert" version="opset1">
+		<layer id="1699" name="Convert_311877" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -29756,28 +24976,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1948" name="self.model.layers.6.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="1700" name="self.model.layers.6.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1066097888" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1949" name="Convert_20596" type="Convert" version="opset1">
+		<layer id="1701" name="Convert_311879" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1950" name="self.model.layers.6.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1702" name="self.model.layers.6.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29786,6 +25012,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -29797,8 +25025,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1951" name="self.model.layers.6.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="844183632" size="262144" />
+		<layer id="1703" name="self.model.layers.6.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1066163424" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -29807,7 +25035,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1952" name="self.model.layers.6.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1704" name="self.model.layers.6.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29829,15 +25057,15 @@
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 			</output>
 		</layer>
-		<layer id="1953" name="Constant_20601" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="1705" name="Constant_311884" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1954" name="Reshape_20602" type="Reshape" version="opset1">
+		<layer id="1706" name="Reshape_311885" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29856,11 +25084,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1955" name="self.model.layers.6.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="1707" name="self.model.layers.6.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -29874,7 +25099,7 @@
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 			</output>
 		</layer>
-		<layer id="1956" name="__module.model.layers.6.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1708" name="__module.model.layers.6.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29895,7 +25120,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1957" name="__module.model.layers.6/aten::add/Add" type="Add" version="opset1">
+		<layer id="1709" name="__module.model.layers.6/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29917,97 +25142,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1958" name="Constant_243811_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="844445776" size="8192" />
+		<layer id="1710" name="Constant_258464" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1066425568" size="16384" />
 			<output>
-				<port id="0" precision="FP16">
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-					<dim>4096</dim>
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-		<layer id="1959" name="Constant_243811" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
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-		<layer id="1960" name="Constant_243810_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
+		<layer id="1711" name="Constant_258463" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
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-					<dim>1</dim>
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-		<layer id="1961" name="Constant_243810" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="1712" name="Constant_258461" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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-		<layer id="1963" name="Constant_243808" type="Convert" version="opset1">
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-			<rt_info>
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-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
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 			</output>
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-		<layer id="1964" name="__module.model.layers.6.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1713" name="__module.model.layers.6.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30029,15 +25194,15 @@
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 			</output>
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-		<layer id="1965" name="Constant_5025" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="1714" name="Constant_5025" type="Const" version="opset1">
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@@ -30057,37 +25222,17 @@
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@@ -30109,7 +25254,7 @@
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@@ -30125,7 +25270,7 @@
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@@ -30147,7 +25292,7 @@
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@@ -30169,7 +25314,7 @@
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@@ -30191,8 +25336,8 @@
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@@ -30201,7 +25346,7 @@
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@@ -30218,28 +25363,34 @@
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-			<data element_type="u4" shape="1" offset="833566799" size="1" />
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 				<port id="0" precision="U4">
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -30248,6 +25399,8 @@
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 				<port id="1" precision="FP16">
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@@ -30259,8 +25412,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="873814096" size="917504" />
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@@ -30269,7 +25422,7 @@
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 		</layer>
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 			<input>
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@@ -30291,15 +25444,15 @@
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+		<layer id="1729" name="Constant_311906" type="Const" version="opset1">
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-		<layer id="1982" name="Reshape_20622" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -30318,11 +25471,8 @@
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 			<data destination_type="f32" />
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@@ -30336,7 +25486,7 @@
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 		</layer>
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 			<input>
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@@ -30357,7 +25507,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -30373,126 +25523,94 @@
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
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 					<dim>14336</dim>
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-					<dim>128</dim>
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 		</layer>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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 				</port>
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 		</layer>
-		<layer id="1989" name="Convert_20606" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="1990" name="self.model.layers.6.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
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-			<data element_type="f16" shape="14336, 32, 1" offset="904091728" size="917504" />
+		<layer id="1739" name="self.model.layers.6.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 					<dim>1</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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 			<output>
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@@ -30500,11 +25618,8 @@
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 			<data destination_type="f32" />
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 			<input>
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@@ -30518,7 +25633,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -30539,7 +25654,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -30561,8 +25676,8 @@
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 				<port id="0" precision="U4">
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@@ -30571,7 +25686,7 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30588,28 +25703,34 @@
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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 				<port id="0" precision="U4">
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-		<layer id="2001" name="Convert_20626" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP16">
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 			<data auto_broadcast="numpy" />
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@@ -30618,6 +25739,8 @@
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 				<port id="1" precision="FP16">
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@@ -30861,15 +25921,15 @@
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@@ -30941,7 +25981,7 @@
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 					<dim>32</dim>
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 		</layer>
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+		<layer id="1774" name="self.model.layers.7.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
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+					<dim>4096</dim>
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 					<dim>128</dim>
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 		</layer>
-		<layer id="2055" name="Constant_20651" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
+		<layer id="1775" name="Constant_311950" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
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 		</layer>
-		<layer id="2056" name="Reshape_20652" type="Reshape" version="opset1">
+		<layer id="1776" name="Reshape_311951" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
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@@ -31470,30 +26193,27 @@
 			</input>
 			<output>
 				<port id="2" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2057" name="self.model.layers.7.self_attn.k_proj.weight" type="Convert" version="opset1">
+		<layer id="1777" name="self.model.layers.7.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
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+					<dim>4096</dim>
 					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2058" name="__module.model.layers.7.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1778" name="__module.model.layers.7.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -31502,72 +26222,61 @@
 					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>4096</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1582,query_states.15">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2059" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
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-			<input>
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-				<port id="2" precision="I64">
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-				</port>
-			</input>
+		<layer id="1779" name="Constant_268390" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
 			<output>
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+				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="2060" name="__module.model.layers.7.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1780" name="__module.model.layers.7.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1588">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="2061" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1781" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2062" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1782" name="__module.model.layers.7.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I32">
@@ -31575,95 +26284,62 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1592,key_states.35">
+				<port id="2" precision="FP32" names="1589,q.15">
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<input>
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="1783" name="self.model.layers.7.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32" names="self.model.layers.7.self_attn.rotary_emb.cos_cached">
+					<dim>32768</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1784" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
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-		</layer>
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-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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-				<port id="1" precision="I64" />
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-			<output>
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-		</layer>
-		<layer id="2066" name="Constant_275154_compressed" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP16" />
 			</output>
 		</layer>
-		<layer id="2067" name="Constant_275154" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="1785" name="Constant_304713" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="2068" name="Constant_275147" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="1786" name="Constant_304706" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="2069" name="Constant_275149" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="1787" name="Constant_304708" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="2070" name="Constant_275151" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="1788" name="Constant_304710" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2071" name="Concat_275152" type="Concat" version="opset1">
+		<layer id="1789" name="Concat_304711" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -31685,7 +26361,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2072" name="Broadcast_275155" type="Broadcast" version="opset3">
+		<layer id="1790" name="Broadcast_304714" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -31702,7 +26378,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2073" name="ReadValue_269293" type="ReadValue" version="opset6">
+		<layer id="1791" name="ReadValue_298604" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.7.keypresent.7.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31721,13 +26397,13 @@
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 			</output>
 		</layer>
-		<layer id="2074" name="Constant_263401" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="1792" name="Constant_292477" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2075" name="Gather_263402" type="Gather" version="opset8">
+		<layer id="1793" name="Gather_292478" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31750,7 +26426,7 @@
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 			</output>
 		</layer>
-		<layer id="2076" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="1794" name="ShapeOf_267947" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31766,70 +26442,62 @@
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 			</output>
 		</layer>
-		<layer id="2077" name="__module.model.layers.7.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1795" name="Constant_268745" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="1796" name="Constant_267949" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2078" name="__module.model.layers.7.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="1797" name="Gather_267950" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1598" />
+				<port id="3" precision="I64" names="1598">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2079" name="__module.model.layers.7.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="1798" name="__module.model.layers.7.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="1597,1601,1602,kv_seq_len.15">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2082" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1799" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2083" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1800" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31853,13 +26521,13 @@
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 			</output>
 		</layer>
-		<layer id="2084" name="Constant_29659" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="1801" name="Constant_29690" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2085" name="__module.model.layers.7.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="1802" name="__module.model.layers.7.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31880,7 +26548,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2086" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="1803" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -31898,7 +26566,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2087" name="__module.model.layers.7.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1804" name="__module.model.layers.7.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31923,29 +26591,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2088" name="Constant_221469" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1805" name="Constant_235988" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2089" name="Constant_221468" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1806" name="Constant_235987" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2090" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="1807" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31961,16 +26623,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2091" name="__module.model.layers.7.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1808" name="__module.model.layers.7.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2092" name="__module.model.layers.7.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1809" name="__module.model.layers.7.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -31983,7 +26642,7 @@
 				<port id="3" precision="I64" names="1619,1624" />
 			</output>
 		</layer>
-		<layer id="2093" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1810" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -31993,7 +26652,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2094" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1811" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -32001,19 +26660,21 @@
 				<port id="1" precision="I64" names="1621,1622,1626,1627" />
 			</output>
 		</layer>
-		<layer id="2095" name="__module.model.layers.7.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1812" name="Constant_266967" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2096" name="__module.model.layers.7.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="1813" name="__module.model.layers.7.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -32021,18 +26682,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2097" name="Constant_221467" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1814" name="Constant_235986" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2098" name="ScatterUpdate_221470" type="ScatterUpdate" version="opset3">
+		<layer id="1815" name="ScatterUpdate_235989" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -32053,29 +26711,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2099" name="Constant_221473" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1816" name="Constant_235992" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2100" name="Constant_221476" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1817" name="Constant_235995" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2101" name="__module.model.layers.7.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1818" name="__module.model.layers.7.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32103,32 +26755,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2102" name="Constant_243816_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2103" name="Constant_243816" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1819" name="Constant_258469" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -32136,7 +26766,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2104" name="__module.model.layers.7.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1820" name="__module.model.layers.7.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32161,29 +26791,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2105" name="Constant_221521" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1821" name="Constant_236040" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2106" name="Constant_221526" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1822" name="Constant_236045" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2107" name="__module.model.layers.7.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="1823" name="__module.model.layers.7.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32211,7 +26835,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2108" name="__module.model.layers.7.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1824" name="__module.model.layers.7.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32236,56 +26860,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2109" name="self.model.layers.7.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.7.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2110" name="self.model.layers.7.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="1825" name="self.model.layers.7.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.7.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2111" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1826" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2112" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1827" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2113" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="1828" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32309,13 +26909,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2114" name="Constant_29662" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="1829" name="Constant_29693" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2115" name="__module.model.layers.7.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="1830" name="__module.model.layers.7.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32336,7 +26936,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2116" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="1831" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32354,7 +26954,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2117" name="__module.model.layers.7.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1832" name="__module.model.layers.7.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32379,7 +26979,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2118" name="__module.model.layers.7.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1833" name="__module.model.layers.7.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32404,106 +27004,344 @@
 				</port>
 			</output>
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 		</layer>
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+					<dim>32</dim>
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-				<port id="0" precision="I64">
+		<layer id="1837" name="Convert_311934" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
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+					<dim>32</dim>
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 		</layer>
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-			<data batch_dims="0" />
+		<layer id="1838" name="self.model.layers.7.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
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-					<dim>4</dim>
+				<port id="0" precision="FP16">
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+					<dim>128</dim>
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+				<port id="1" precision="FP16">
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 			<output>
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+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
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+			<data element_type="f16" shape="1024, 32, 1" offset="1197065440" size="65536" />
 			<output>
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+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2125" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1840" name="self.model.layers.7.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
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 			<output>
-				<port id="1" precision="I64" names="1637,1638,1642,1643" />
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1841" name="Constant_311939" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
 			<output>
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+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2127" name="__module.model.layers.7.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="1842" name="Reshape_311940" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1843" name="self.model.layers.7.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1844" name="__module.model.layers.7.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
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+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1584,key_states.33">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1845" name="Constant_268391" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1846" name="__module.model.layers.7.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1591">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1847" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1848" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1592,key_states.35">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1849" name="__module.model.layers.7.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
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+				<port id="2" precision="FP32" names="1634">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1850" name="Constant_236089" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1851" name="Constant_236088" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1852" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1853" name="__module.model.layers.7.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1854" name="__module.model.layers.7.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="1635,1640" />
+			</output>
+		</layer>
+		<layer id="1855" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="1856" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="1637,1638,1642,1643" />
+			</output>
+		</layer>
+		<layer id="1857" name="Constant_266969" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1858" name="__module.model.layers.7.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -32511,18 +27349,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2128" name="Constant_221568" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1859" name="Constant_236087" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2129" name="ScatterUpdate_221571" type="ScatterUpdate" version="opset3">
+		<layer id="1860" name="ScatterUpdate_236090" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -32543,29 +27378,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2130" name="Constant_221574" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1861" name="Constant_236093" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2131" name="Constant_221577" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1862" name="Constant_236096" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2132" name="__module.model.layers.7.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="1863" name="__module.model.layers.7.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32593,32 +27422,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2133" name="Constant_243817_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="1864" name="Constant_258470" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
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-		<layer id="2134" name="Constant_243817" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-				<port id="0" precision="FP16">
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-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -32626,7 +27433,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2135" name="__module.model.layers.7.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1865" name="__module.model.layers.7.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32651,29 +27458,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2136" name="Constant_221622" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1866" name="Constant_236141" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2137" name="Constant_221627" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1867" name="Constant_236146" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="2138" name="__module.model.layers.7.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="1868" name="__module.model.layers.7.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32701,7 +27502,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2139" name="__module.model.layers.7.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1869" name="__module.model.layers.7.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32726,7 +27527,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2140" name="__module.model.layers.7.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1870" name="__module.model.layers.7.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32751,7 +27552,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2141" name="__module.model.layers.7.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1871" name="__module.model.layers.7.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32776,7 +27577,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2142" name="__module.model.layers.7.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1872" name="__module.model.layers.7.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32801,7 +27602,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2143" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="1873" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32821,43 +27622,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2144" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2145" name="Constant_212037" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1874" name="Constant_267953" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2146" name="__module.model.layers.7.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1875" name="Constant_267954" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2147" name="__module.model.layers.7.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="1876" name="Gather_267955" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -32866,7 +27645,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="1654">
@@ -32874,74 +27653,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2148" name="__module.model.layers.7.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2149" name="__module.model.layers.7.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="1877" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1655" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2150" name="Constant_169598" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1878" name="Constant_268748" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2151" name="__module.model.layers.7.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1879" name="__module.model.layers.7.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1880" name="__module.model.layers.7.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="1655">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1881" name="Constant_216350" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2152" name="Constant_212885" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1882" name="Constant_227272" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2153" name="Constant_212886" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1883" name="Constant_227273" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2154" name="Gather_212887" type="Gather" version="opset8">
+		<layer id="1884" name="Gather_227274" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -32958,7 +27739,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2155" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="1885" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -32980,19 +27761,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2156" name="__module.model.layers.7.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2157" name="__module.model.layers.7.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1886" name="__module.model.layers.7.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33010,73 +27779,27 @@
 				<port id="2" precision="FP32" names="1665,hidden_states.223">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2158" name="__module.model.layers.7.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="1666,1667" />
-			</output>
-		</layer>
-		<layer id="2159" name="Constant_169601" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2160" name="__module.model.layers.7.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1887" name="Constant_268392" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2161" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1668">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2162" name="__module.model.layers.7.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1888" name="__module.model.layers.7.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -33093,49 +27816,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2163" name="Constant_275141_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="1889" name="Constant_304700" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="2164" name="Constant_275141" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2165" name="Constant_275134" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="1890" name="Constant_304693" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2166" name="Constant_275136" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="1891" name="Constant_304695" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2167" name="Constant_275138" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="1892" name="Constant_304697" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2168" name="Concat_275139" type="Concat" version="opset1">
+		<layer id="1893" name="Concat_304698" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -33157,7 +27868,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2169" name="Broadcast_275142" type="Broadcast" version="opset3">
+		<layer id="1894" name="Broadcast_304701" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -33174,7 +27885,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2170" name="ReadValue_269295" type="ReadValue" version="opset6">
+		<layer id="1895" name="ReadValue_298606" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.7.valuepresent.7.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33193,13 +27904,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2171" name="Constant_263404" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="1896" name="Constant_292480" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2172" name="Gather_263405" type="Gather" version="opset8">
+		<layer id="1897" name="Gather_292481" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33222,126 +27933,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2173" name="self.model.layers.7.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="946108496" size="2097152" />
+		<layer id="1898" name="self.model.layers.7.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="1197130976" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2174" name="Convert_20634" type="Convert" version="opset1">
+		<layer id="1899" name="Convert_311922" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2175" name="self.model.layers.7.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="454187084" size="1" />
+		<layer id="1900" name="self.model.layers.7.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="1201325280" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2176" name="Convert_20636" type="Convert" version="opset1">
+		<layer id="1901" name="Convert_311925" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2177" name="self.model.layers.7.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1902" name="self.model.layers.7.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2178" name="self.model.layers.7.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="948205648" size="65536" />
+		<layer id="1903" name="self.model.layers.7.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="1201326304" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2179" name="self.model.layers.7.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1904" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2180" name="Constant_20641" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2181" name="Reshape_20642" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -33349,11 +28028,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2182" name="self.model.layers.7.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="1905" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -33367,7 +28043,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2183" name="__module.model.layers.7.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1906" name="__module.model.layers.7.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33388,8 +28064,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2184" name="__module.model.layers.7.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1907" name="Constant_268393" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1908" name="__module.model.layers.7.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33409,15 +28093,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2185" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1909" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2186" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1910" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33438,7 +28122,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2187" name="__module.model.layers.7.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1911" name="__module.model.layers.7.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33463,7 +28147,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2188" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="1912" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33483,7 +28167,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2189" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="1913" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33499,27 +28183,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2190" name="Constant_212046" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1914" name="Constant_268751" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2191" name="__module.model.layers.7.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1915" name="__module.model.layers.7.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2192" name="__module.model.layers.7.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="1916" name="__module.model.layers.7.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -33531,79 +28209,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1670">
+				<port id="3" precision="I64" names="1671">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2193" name="__module.model.layers.7.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1917" name="Constant_216368" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2194" name="__module.model.layers.7.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1671" />
-			</output>
-		</layer>
-		<layer id="2195" name="Constant_169603" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2196" name="__module.model.layers.7.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2197" name="Constant_212895" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1918" name="Constant_227282" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2198" name="Constant_212896" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="1919" name="Constant_227283" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2199" name="Gather_212897" type="Gather" version="opset8">
+		<layer id="1920" name="Gather_227284" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -33620,7 +28253,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2200" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="1921" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -33642,19 +28275,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2201" name="__module.model.layers.7.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2202" name="__module.model.layers.7.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="1922" name="__module.model.layers.7.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33672,73 +28293,27 @@
 				<port id="2" precision="FP32" names="1681,hidden_states.227">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2203" name="__module.model.layers.7.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="1682,1683" />
-			</output>
-		</layer>
-		<layer id="2204" name="Constant_169606" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2205" name="__module.model.layers.7.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1923" name="Constant_268394" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2206" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1684">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2207" name="__module.model.layers.7.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1924" name="__module.model.layers.7.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -33755,7 +28330,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2208" name="__module.model.layers.7.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1925" name="__module.model.layers.7.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33778,7 +28353,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -33792,15 +28367,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2209" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="1926" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2210" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1927" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33821,24 +28396,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2211" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="1928" name="Constant_268395" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="1689">
+				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2212" name="__module.model.layers.7.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1929" name="__module.model.layers.7.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33858,8 +28425,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2213" name="self.model.layers.7.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="948271184" size="8388608" />
+		<layer id="1930" name="self.model.layers.7.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1201328352" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -33868,7 +28435,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2214" name="Convert_20664" type="Convert" version="opset1">
+		<layer id="1931" name="Convert_311954" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -33885,28 +28452,34 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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 		</layer>
-		<layer id="2216" name="Convert_20666" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -33915,6 +28488,8 @@
 					<dim>128</dim>
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 				<port id="1" precision="FP16">
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@@ -33926,8 +28501,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="956659792" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="1209782496" size="262144" />
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 				<port id="0" precision="FP16">
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@@ -33936,7 +28511,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -33958,15 +28533,15 @@
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+		<layer id="1937" name="Constant_311961" type="Const" version="opset1">
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-		<layer id="2221" name="Reshape_20672" type="Reshape" version="opset1">
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 			<input>
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@@ -33985,11 +28560,8 @@
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 		</layer>
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 			<data destination_type="f32" />
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@@ -34003,7 +28575,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -34024,7 +28596,7 @@
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-		<layer id="2224" name="__module.model.layers.7/aten::add/Add" type="Add" version="opset1">
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@@ -34046,97 +28618,37 @@
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-					<dim>4096</dim>
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-			</input>
+		<layer id="1942" name="Constant_258474" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
 					<dim>4096</dim>
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-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
+		<layer id="1943" name="Constant_258473" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP16">
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 					<dim>1</dim>
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+		<layer id="1944" name="Constant_258471" type="Const" version="opset1">
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+		<layer id="1945" name="__module.model.layers.7.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -34158,15 +28670,15 @@
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-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="1946" name="Constant_5701" type="Const" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -34186,37 +28698,17 @@
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-		<layer id="2235" name="Constant_243819" type="Convert" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -34238,7 +28730,7 @@
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 			<input>
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@@ -34254,7 +28746,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -34276,7 +28768,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -34298,7 +28790,7 @@
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 		</layer>
-		<layer id="2240" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -34320,8 +28812,8 @@
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+		<layer id="1954" name="self.model.layers.7.mlp.gate_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -34330,7 +28822,7 @@
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 		</layer>
-		<layer id="2242" name="Convert_20684" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -34347,28 +28839,34 @@
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="1956" name="self.model.layers.7.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="2244" name="Convert_20686" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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-		<layer id="2245" name="self.model.layers.7.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -34377,6 +28875,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
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@@ -34388,8 +28888,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="986290256" size="917504" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -34398,7 +28898,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -34420,15 +28920,15 @@
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+		<layer id="1961" name="Constant_311983" type="Const" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -34447,11 +28947,8 @@
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-		<layer id="2250" name="self.model.layers.7.mlp.gate_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -34465,7 +28962,7 @@
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-		<layer id="2251" name="__module.model.layers.7.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -34486,7 +28983,7 @@
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 				<port id="0" precision="FP32">
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@@ -34502,8 +28999,8 @@
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 			<output>
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@@ -34512,7 +29009,7 @@
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-		<layer id="2254" name="Convert_20674" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -34529,28 +29026,34 @@
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@@ -34559,6 +29062,8 @@
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@@ -34629,11 +29134,8 @@
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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@@ -34747,6 +29255,8 @@
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 				<port id="1" precision="FP16">
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@@ -34758,8 +29268,8 @@
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@@ -34790,15 +29300,15 @@
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@@ -34817,11 +29327,8 @@
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@@ -34835,7 +29342,7 @@
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@@ -34856,7 +29363,7 @@
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@@ -34878,97 +29385,37 @@
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@@ -34990,15 +29437,15 @@
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@@ -35070,7 +29497,7 @@
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 		</layer>
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 				<port id="1" precision="FP16">
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 		</layer>
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 		</layer>
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+		<layer id="2008" name="self.model.layers.8.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="1" precision="FP16">
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 			<output>
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 					<dim>4096</dim>
@@ -35279,11 +29674,8 @@
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 			</output>
 		</layer>
-		<layer id="2302" name="self.model.layers.8.self_attn.q_proj.weight" type="Convert" version="opset1">
+		<layer id="2009" name="self.model.layers.8.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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@@ -35297,7 +29689,7 @@
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 		</layer>
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+		<layer id="2010" name="__module.model.layers.8.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -35318,79 +29710,16 @@
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 		</layer>
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-		<layer id="2306" name="Constant_212911" type="Const" version="opset1">
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-		<layer id="2307" name="Gather_212912" type="Gather" version="opset8">
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-				<port id="1" precision="I64">
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-				</port>
-				<port id="2" precision="I64" />
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+		<layer id="2011" name="Constant_268396" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
 			<output>
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-		<layer id="2308" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
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 				<port id="0" precision="I64">
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 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="2309" name="__module.model.layers.8.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2012" name="__module.model.layers.8.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35410,15 +29739,15 @@
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 			</output>
 		</layer>
-		<layer id="2310" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2013" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="2311" name="__module.model.layers.8.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="2014" name="__module.model.layers.8.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35439,360 +29768,54 @@
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 			</output>
 		</layer>
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-		<layer id="2313" name="self.model.layers.8.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
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-				<port id="0" precision="FP16">
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-					<dim>128</dim>
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+		<layer id="2015" name="self.model.layers.8.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
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 					<dim>128</dim>
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 		</layer>
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-				<port id="0" precision="FP16" />
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-		<layer id="2334" name="Constant_275180" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="2017" name="Constant_304739" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
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-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="2335" name="Constant_275173" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="2018" name="Constant_304732" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2336" name="Constant_275175" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="2019" name="Constant_304734" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="2337" name="Constant_275177" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="2020" name="Constant_304736" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2338" name="Concat_275178" type="Concat" version="opset1">
+		<layer id="2021" name="Concat_304737" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -35814,7 +29837,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2339" name="Broadcast_275181" type="Broadcast" version="opset3">
+		<layer id="2022" name="Broadcast_304740" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -35831,7 +29854,7 @@
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 			</output>
 		</layer>
-		<layer id="2340" name="ReadValue_269297" type="ReadValue" version="opset6">
+		<layer id="2023" name="ReadValue_298608" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.8.keypresent.8.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35850,13 +29873,13 @@
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 			</output>
 		</layer>
-		<layer id="2341" name="Constant_263407" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="2024" name="Constant_292483" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2342" name="Gather_263408" type="Gather" version="opset8">
+		<layer id="2025" name="Gather_292484" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35879,7 +29902,7 @@
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 			</output>
 		</layer>
-		<layer id="2343" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35895,70 +29918,62 @@
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 			</output>
 		</layer>
-		<layer id="2344" name="__module.model.layers.8.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2027" name="Constant_268754" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2345" name="__module.model.layers.8.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="2028" name="Constant_267965" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1768" />
+				<port id="3" precision="I64" names="1768">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2346" name="__module.model.layers.8.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="2030" name="__module.model.layers.8.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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-				<port id="1" precision="I64" />
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-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
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-		<layer id="2348" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="1767,1771,1772,kv_seq_len.17">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2349" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2031" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2350" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="2032" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35982,13 +29997,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2351" name="Constant_29665" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="2033" name="Constant_29696" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2352" name="__module.model.layers.8.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="2034" name="__module.model.layers.8.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36009,7 +30024,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2353" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="2035" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36027,7 +30042,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2354" name="__module.model.layers.8.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2036" name="__module.model.layers.8.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36052,29 +30067,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2355" name="Constant_221745" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2037" name="Constant_236264" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2356" name="Constant_221744" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2038" name="Constant_236263" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2357" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2039" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36090,16 +30099,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2358" name="__module.model.layers.8.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2040" name="__module.model.layers.8.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2359" name="__module.model.layers.8.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2041" name="__module.model.layers.8.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36112,7 +30118,7 @@
 				<port id="3" precision="I64" names="1789,1794" />
 			</output>
 		</layer>
-		<layer id="2360" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2042" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -36122,7 +30128,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2361" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2043" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -36130,19 +30136,21 @@
 				<port id="1" precision="I64" names="1791,1792,1796,1797" />
 			</output>
 		</layer>
-		<layer id="2362" name="__module.model.layers.8.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2044" name="Constant_266979" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2363" name="__module.model.layers.8.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="2045" name="__module.model.layers.8.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -36150,18 +30158,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2364" name="Constant_221743" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2046" name="Constant_236262" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2365" name="ScatterUpdate_221746" type="ScatterUpdate" version="opset3">
+		<layer id="2047" name="ScatterUpdate_236265" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -36182,29 +30187,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2366" name="Constant_221749" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2048" name="Constant_236268" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2367" name="Constant_221752" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2049" name="Constant_236271" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2368" name="__module.model.layers.8.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="2050" name="__module.model.layers.8.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36232,32 +30231,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2369" name="Constant_243826_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
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-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="2370" name="Constant_243826" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2051" name="Constant_258479" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -36265,7 +30242,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2371" name="__module.model.layers.8.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2052" name="__module.model.layers.8.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36290,29 +30267,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2372" name="Constant_221797" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2053" name="Constant_236316" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2054" name="Constant_236321" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2374" name="__module.model.layers.8.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2055" name="__module.model.layers.8.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36340,7 +30311,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2375" name="__module.model.layers.8.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2056" name="__module.model.layers.8.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36365,56 +30336,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2376" name="self.model.layers.8.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
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-				<port id="0" precision="FP16" names="self.model.layers.8.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2377" name="self.model.layers.8.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2057" name="self.model.layers.8.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.8.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2378" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2058" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2379" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2059" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2380" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2060" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36438,13 +30385,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2381" name="Constant_29668" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="2061" name="Constant_29699" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2382" name="__module.model.layers.8.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="2062" name="__module.model.layers.8.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36465,7 +30412,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2383" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="2063" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36483,7 +30430,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2384" name="__module.model.layers.8.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2064" name="__module.model.layers.8.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36508,7 +30455,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2385" name="__module.model.layers.8.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2065" name="__module.model.layers.8.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36533,86 +30480,282 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2386" name="__module.model.layers.8.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2066" name="self.model.layers.8.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="1318387936" size="4194304" />
 			<output>
-				<port id="2" precision="FP32" names="1804">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2387" name="Constant_221846" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2067" name="Convert_312010" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2388" name="Constant_221845" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2068" name="self.model.layers.8.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="1322582240" size="1024" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2389" name="__module.model.layers.8.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="2390" name="__module.model.layers.8.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="2069" name="Convert_312013" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1805,1810" />
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2391" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
+		<layer id="2070" name="self.model.layers.8.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2071" name="self.model.layers.8.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="1322583264" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2072" name="self.model.layers.8.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2073" name="self.model.layers.8.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2074" name="__module.model.layers.8.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1754,key_states.37">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2075" name="Constant_268397" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2076" name="__module.model.layers.8.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1761">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2077" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2078" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1762,key_states.39">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2079" name="__module.model.layers.8.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1804">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2080" name="Constant_236365" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2081" name="Constant_236364" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2082" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2083" name="__module.model.layers.8.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2084" name="__module.model.layers.8.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="1805,1810" />
+			</output>
+		</layer>
+		<layer id="2085" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
 			<output>
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2392" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2086" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -36620,19 +30763,21 @@
 				<port id="1" precision="I64" names="1807,1808,1812,1813" />
 			</output>
 		</layer>
-		<layer id="2393" name="__module.model.layers.8.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2087" name="Constant_266981" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2394" name="__module.model.layers.8.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="2088" name="__module.model.layers.8.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -36640,18 +30785,15 @@
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 			</output>
 		</layer>
-		<layer id="2395" name="Constant_221844" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2089" name="Constant_236363" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2396" name="ScatterUpdate_221847" type="ScatterUpdate" version="opset3">
+		<layer id="2090" name="ScatterUpdate_236366" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -36672,29 +30814,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2397" name="Constant_221850" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2091" name="Constant_236369" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2398" name="Constant_221853" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2092" name="Constant_236372" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2399" name="__module.model.layers.8.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="2093" name="__module.model.layers.8.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36722,32 +30858,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2400" name="Constant_243827_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="2401" name="Constant_243827" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2094" name="Constant_258480" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -36755,7 +30869,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2402" name="__module.model.layers.8.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2095" name="__module.model.layers.8.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36780,29 +30894,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2403" name="Constant_221898" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2096" name="Constant_236417" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2404" name="Constant_221903" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2097" name="Constant_236422" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2405" name="__module.model.layers.8.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="2098" name="__module.model.layers.8.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36830,7 +30938,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2406" name="__module.model.layers.8.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2099" name="__module.model.layers.8.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36855,7 +30963,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2407" name="__module.model.layers.8.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2100" name="__module.model.layers.8.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36880,7 +30988,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2408" name="__module.model.layers.8.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2101" name="__module.model.layers.8.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36905,7 +31013,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2409" name="__module.model.layers.8.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2102" name="__module.model.layers.8.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36930,7 +31038,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2410" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="2103" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36950,43 +31058,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2411" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2412" name="Constant_212061" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2104" name="Constant_267969" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2413" name="__module.model.layers.8.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2105" name="Constant_267970" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2414" name="__module.model.layers.8.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="2106" name="Gather_267971" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36995,7 +31081,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="1824">
@@ -37003,74 +31089,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2415" name="__module.model.layers.8.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2416" name="__module.model.layers.8.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="2107" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1825" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2417" name="Constant_169610" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2108" name="Constant_268757" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2418" name="__module.model.layers.8.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2109" name="__module.model.layers.8.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2110" name="__module.model.layers.8.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="1825">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2419" name="Constant_212920" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2111" name="Constant_216386" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2112" name="Constant_227307" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2420" name="Constant_212921" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2113" name="Constant_227308" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2421" name="Gather_212922" type="Gather" version="opset8">
+		<layer id="2114" name="Gather_227309" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -37087,7 +31175,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2422" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="2115" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -37109,19 +31197,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2423" name="__module.model.layers.8.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2424" name="__module.model.layers.8.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="2116" name="__module.model.layers.8.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37139,73 +31215,27 @@
 				<port id="2" precision="FP32" names="1835,hidden_states.253">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2425" name="__module.model.layers.8.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="1836,1837" />
-			</output>
-		</layer>
-		<layer id="2426" name="Constant_169613" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
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-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2427" name="__module.model.layers.8.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2117" name="Constant_268398" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
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-		</layer>
-		<layer id="2428" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
-					<dim>1</dim>
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-				<port id="2" precision="I64">
-					<dim>2</dim>
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-			</input>
-			<output>
-				<port id="3" precision="I64" names="1838">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2429" name="__module.model.layers.8.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2118" name="__module.model.layers.8.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -37222,49 +31252,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2430" name="Constant_275167_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="2119" name="Constant_304726" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="2431" name="Constant_275167" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2432" name="Constant_275160" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="2120" name="Constant_304719" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2433" name="Constant_275162" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="2121" name="Constant_304721" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2434" name="Constant_275164" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="2122" name="Constant_304723" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2435" name="Concat_275165" type="Concat" version="opset1">
+		<layer id="2123" name="Concat_304724" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -37286,7 +31304,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2436" name="Broadcast_275168" type="Broadcast" version="opset3">
+		<layer id="2124" name="Broadcast_304727" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -37303,7 +31321,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2437" name="ReadValue_269299" type="ReadValue" version="opset6">
+		<layer id="2125" name="ReadValue_298610" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.8.valuepresent.8.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37322,13 +31340,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2438" name="Constant_263410" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="2126" name="Constant_292486" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2439" name="Gather_263411" type="Gather" version="opset8">
+		<layer id="2127" name="Gather_292487" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37351,126 +31369,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2440" name="self.model.layers.8.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="1058584656" size="2097152" />
+		<layer id="2128" name="self.model.layers.8.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="1322585312" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2441" name="Convert_20704" type="Convert" version="opset1">
+		<layer id="2129" name="Convert_311999" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2442" name="self.model.layers.8.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="2130" name="self.model.layers.8.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="1326779616" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2443" name="Convert_20706" type="Convert" version="opset1">
+		<layer id="2131" name="Convert_312002" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2444" name="self.model.layers.8.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2132" name="self.model.layers.8.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2445" name="self.model.layers.8.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="1060681808" size="65536" />
+		<layer id="2133" name="self.model.layers.8.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="1326780640" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2446" name="self.model.layers.8.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2134" name="self.model.layers.8.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2447" name="Constant_20711" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2448" name="Reshape_20712" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -37478,11 +31464,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2449" name="self.model.layers.8.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="2135" name="self.model.layers.8.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -37496,7 +31479,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2450" name="__module.model.layers.8.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2136" name="__module.model.layers.8.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37517,8 +31500,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2451" name="__module.model.layers.8.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2137" name="Constant_268399" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2138" name="__module.model.layers.8.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -37538,15 +31529,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2452" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2139" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2453" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2140" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -37567,7 +31558,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2454" name="__module.model.layers.8.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2141" name="__module.model.layers.8.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37592,7 +31583,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2455" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="2142" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -37612,7 +31603,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2456" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="2143" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37628,27 +31619,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2457" name="Constant_212070" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2144" name="Constant_268760" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2458" name="__module.model.layers.8.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2145" name="__module.model.layers.8.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2459" name="__module.model.layers.8.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="2146" name="__module.model.layers.8.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -37660,79 +31645,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1840">
+				<port id="3" precision="I64" names="1841">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2460" name="__module.model.layers.8.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2461" name="__module.model.layers.8.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1841" />
-			</output>
-		</layer>
-		<layer id="2462" name="Constant_169615" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2147" name="Constant_216404" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2463" name="__module.model.layers.8.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2464" name="Constant_212930" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2148" name="Constant_227317" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2465" name="Constant_212931" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2149" name="Constant_227318" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2466" name="Gather_212932" type="Gather" version="opset8">
+		<layer id="2150" name="Gather_227319" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -37749,7 +31689,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2467" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="2151" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -37771,19 +31711,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2468" name="__module.model.layers.8.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
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-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
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-			</output>
-		</layer>
-		<layer id="2469" name="__module.model.layers.8.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="2152" name="__module.model.layers.8.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37801,73 +31729,27 @@
 				<port id="2" precision="FP32" names="1851,hidden_states.257">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2470" name="__module.model.layers.8.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="1852,1853" />
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-		</layer>
-		<layer id="2471" name="Constant_169618" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="2472" name="__module.model.layers.8.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2153" name="Constant_268400" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
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 				<port id="0" precision="I64">
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-			<data special_zero="false" />
+		<layer id="2154" name="__module.model.layers.8.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
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@@ -37884,7 +31766,7 @@
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-		<layer id="2475" name="__module.model.layers.8.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2155" name="__module.model.layers.8.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37907,7 +31789,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
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@@ -37921,15 +31803,15 @@
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-		<layer id="2476" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2156" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
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 		</layer>
-		<layer id="2477" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2157" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -37950,24 +31832,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2478" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
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-			<input>
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-				<port id="1" precision="I64">
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-				</port>
-			</input>
+		<layer id="2158" name="Constant_268401" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
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-		<layer id="2479" name="__module.model.layers.8.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2159" name="__module.model.layers.8.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -37987,126 +31861,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2480" name="self.model.layers.8.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1060747344" size="8388608" />
+		<layer id="2160" name="self.model.layers.8.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 4096" offset="1326782688" size="16777216" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>4096</dim>
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-					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2481" name="Convert_20734" type="Convert" version="opset1">
+		<layer id="2161" name="Convert_312032" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>4096</dim>
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-					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2482" name="self.model.layers.8.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="2162" name="self.model.layers.8.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 1" offset="1343559904" size="4096" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2483" name="Convert_20736" type="Convert" version="opset1">
+		<layer id="2163" name="Convert_312035" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2484" name="self.model.layers.8.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2164" name="self.model.layers.8.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2485" name="self.model.layers.8.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1069135952" size="262144" />
+		<layer id="2165" name="self.model.layers.8.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 1" offset="1343564000" size="8192" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2486" name="self.model.layers.8.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2166" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="2487" name="Constant_20741" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="2488" name="Reshape_20742" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
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-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -38114,11 +31956,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2489" name="self.model.layers.8.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="2167" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -38132,7 +31971,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2490" name="__module.model.layers.8.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2168" name="__module.model.layers.8.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38153,7 +31992,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2491" name="__module.model.layers.8/aten::add/Add" type="Add" version="opset1">
+		<layer id="2169" name="__module.model.layers.8/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38175,97 +32014,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2492" name="Constant_243831_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="1069398096" size="8192" />
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-				<port id="0" precision="FP16">
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-		</layer>
-		<layer id="2493" name="Constant_243831" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="2170" name="Constant_258484" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1343572192" size="16384" />
 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
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-		<layer id="2494" name="Constant_243830_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="2495" name="Constant_243830" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="2496" name="Constant_243828_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="2171" name="Constant_258483" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2497" name="Constant_243828" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</input>
+		<layer id="2172" name="Constant_258481" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2498" name="__module.model.layers.8.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="2173" name="__module.model.layers.8.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38287,15 +32066,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2499" name="Constant_6377" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="2174" name="Constant_6377" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1871">
 					<dim>1</dim>
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 		</layer>
-		<layer id="2500" name="__module.model.layers.8.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2175" name="__module.model.layers.8.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38315,37 +32094,17 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2501" name="Constant_243829_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184426" size="2" />
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-		<layer id="2502" name="Constant_243829" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
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+		<layer id="2176" name="Constant_258482" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2503" name="__module.model.layers.8.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="2177" name="__module.model.layers.8.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38367,7 +32126,7 @@
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 			</output>
 		</layer>
-		<layer id="2504" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2178" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38383,7 +32142,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2505" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2179" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38405,7 +32164,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2506" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2180" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38427,7 +32186,7 @@
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 			</output>
 		</layer>
-		<layer id="2507" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2181" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38449,8 +32208,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2508" name="self.model.layers.8.mlp.gate_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="1069406288" size="29360128" />
+		<layer id="2182" name="self.model.layers.8.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1343588576" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -38459,7 +32218,7 @@
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 			</output>
 		</layer>
-		<layer id="2509" name="Convert_20754" type="Convert" version="opset1">
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 			<input>
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@@ -38476,28 +32235,34 @@
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 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="2184" name="self.model.layers.8.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1372948704" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="2511" name="Convert_20756" type="Convert" version="opset1">
+		<layer id="2185" name="Convert_312055" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="2512" name="self.model.layers.8.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2186" name="self.model.layers.8.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -38506,6 +32271,8 @@
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 				</port>
 				<port id="1" precision="FP16">
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@@ -38517,8 +32284,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="1098766416" size="917504" />
+		<layer id="2187" name="self.model.layers.8.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1373178080" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -38527,7 +32294,7 @@
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 		</layer>
-		<layer id="2514" name="self.model.layers.8.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2188" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -38549,15 +32316,15 @@
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-		<layer id="2515" name="Constant_20761" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="2189" name="Constant_312060" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="227161280" size="16" />
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-		<layer id="2516" name="Reshape_20762" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -38576,11 +32343,8 @@
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 			</output>
 		</layer>
-		<layer id="2517" name="self.model.layers.8.mlp.gate_proj.weight" type="Convert" version="opset1">
+		<layer id="2191" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 					<dim>14336</dim>
@@ -38594,7 +32358,7 @@
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 			</output>
 		</layer>
-		<layer id="2518" name="__module.model.layers.8.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2192" name="__module.model.layers.8.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -38615,7 +32379,7 @@
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 			</output>
 		</layer>
-		<layer id="2519" name="__module.model.layers.8.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38631,126 +32395,94 @@
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-			<data element_type="u4" shape="14336, 32, 128" offset="1099683920" size="29360128" />
+		<layer id="2194" name="self.model.layers.8.mlp.up_proj.weight" type="Const" version="opset1">
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-					<dim>128</dim>
+					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2521" name="Convert_20744" type="Convert" version="opset1">
+		<layer id="2195" name="Convert_312043" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2522" name="self.model.layers.8.mlp.up_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="2196" name="self.model.layers.8.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="14336, 1" offset="1432815840" size="14336" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2523" name="Convert_20746" type="Convert" version="opset1">
+		<layer id="2197" name="Convert_312046" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2524" name="self.model.layers.8.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2198" name="self.model.layers.8.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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-					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="14336, 32, 1" offset="1129044048" size="917504" />
+		<layer id="2199" name="self.model.layers.8.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 					<dim>14336</dim>
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 		</layer>
-		<layer id="2526" name="self.model.layers.8.mlp.up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2200" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
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 				<port id="1" precision="FP16">
 					<dim>14336</dim>
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 					<dim>1</dim>
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-					<dim>32</dim>
-					<dim>128</dim>
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-		<layer id="2527" name="Constant_20751" type="Const" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
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-					<dim>128</dim>
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 			<output>
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 					<dim>14336</dim>
@@ -38758,11 +32490,8 @@
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 			</output>
 		</layer>
-		<layer id="2529" name="self.model.layers.8.mlp.up_proj.weight" type="Convert" version="opset1">
+		<layer id="2201" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -38776,7 +32505,7 @@
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 		</layer>
-		<layer id="2530" name="__module.model.layers.8.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2202" name="__module.model.layers.8.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38797,7 +32526,7 @@
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 			</output>
 		</layer>
-		<layer id="2531" name="__module.model.layers.8.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2203" name="__module.model.layers.8.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38819,8 +32548,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 112, 128" offset="1129961552" size="29360128" />
+		<layer id="2204" name="self.model.layers.8.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -38829,7 +32558,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2533" name="Convert_20764" type="Convert" version="opset1">
+		<layer id="2205" name="Convert_312064" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -38846,28 +32575,34 @@
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 			</output>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="2206" name="self.model.layers.8.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="1462218976" size="229376" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2535" name="Convert_20766" type="Convert" version="opset1">
+		<layer id="2207" name="Convert_312066" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
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 		</layer>
-		<layer id="2536" name="self.model.layers.8.mlp.down_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2208" name="self.model.layers.8.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -38876,6 +32611,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
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@@ -38887,8 +32624,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="1159321680" size="917504" />
+		<layer id="2209" name="self.model.layers.8.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 112, 1" offset="1462448352" size="917504" />
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -38897,7 +32634,7 @@
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 		</layer>
-		<layer id="2538" name="self.model.layers.8.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -38919,15 +32656,15 @@
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+		<layer id="2211" name="Constant_312071" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="316431568" size="16" />
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-		<layer id="2540" name="Reshape_20772" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -38946,11 +32683,8 @@
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 			</output>
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 			<data destination_type="f32" />
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@@ -38964,7 +32698,7 @@
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 		</layer>
-		<layer id="2542" name="__module.model.layers.8.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2214" name="__module.model.layers.8.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -38985,7 +32719,7 @@
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 			</output>
 		</layer>
-		<layer id="2543" name="__module.model.layers.8/aten::add/Add_1" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -39007,67 +32741,27 @@
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+		<layer id="2216" name="Constant_258487" type="Const" version="opset1">
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-		<layer id="2545" name="Constant_243834" type="Convert" version="opset1">
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-				<port id="0" precision="FP16">
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@@ -39089,15 +32783,15 @@
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@@ -39117,37 +32811,17 @@
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@@ -39169,7 +32843,7 @@
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@@ -39185,7 +32859,7 @@
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@@ -39207,7 +32881,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -39229,7 +32903,7 @@
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 		</layer>
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@@ -39251,126 +32925,94 @@
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
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 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
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@@ -39378,11 +33020,8 @@
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 		</layer>
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 			<data destination_type="f32" />
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@@ -39396,7 +33035,7 @@
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@@ -39417,79 +33056,16 @@
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 			<input>
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@@ -39509,15 +33085,15 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -39538,7 +33114,7 @@
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 		</layer>
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 			<data axis="-2" />
 			<input>
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@@ -39563,49 +33139,37 @@
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 			<input>
 				<port id="0" precision="I64">
@@ -39627,7 +33191,7 @@
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -39644,7 +33208,7 @@
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@@ -39663,13 +33227,13 @@
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39692,126 +33256,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2589" name="self.model.layers.9.self_attn.k_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="1162401872" size="2097152" />
+		<layer id="2251" name="self.model.layers.9.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="1467563232" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2590" name="Convert_20784" type="Convert" version="opset1">
+		<layer id="2252" name="Convert_312087" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2591" name="self.model.layers.9.self_attn.k_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="2253" name="self.model.layers.9.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="1471757536" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2592" name="Convert_20786" type="Convert" version="opset1">
+		<layer id="2254" name="Convert_312090" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2593" name="self.model.layers.9.self_attn.k_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2255" name="self.model.layers.9.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2594" name="self.model.layers.9.self_attn.k_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="1164499024" size="65536" />
+		<layer id="2256" name="self.model.layers.9.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="1471758560" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2595" name="self.model.layers.9.self_attn.k_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2257" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2596" name="Constant_20791" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2597" name="Reshape_20792" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -39819,11 +33351,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2598" name="self.model.layers.9.self_attn.k_proj.weight" type="Convert" version="opset1">
+		<layer id="2258" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -39837,7 +33366,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2599" name="__module.model.layers.9.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2259" name="__module.model.layers.9.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39858,8 +33387,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2600" name="__module.model.layers.9.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2260" name="Constant_268403" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2261" name="__module.model.layers.9.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -39879,15 +33416,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2601" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2262" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2602" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2263" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -39908,45 +33445,24 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2603" name="self.model.layers.9.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="139835237" size="8388608" />
-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.9.self_attn.rotary_emb.cos_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2604" name="self.model.layers.9.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2264" name="self.model.layers.9.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.9.self_attn.rotary_emb.cos_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2605" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2265" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2606" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="2266" name="ShapeOf_267979" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39962,108 +33478,62 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2607" name="__module.model.layers.9.self_attn/aten::size/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2267" name="Constant_268763" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2608" name="__module.model.layers.9.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1936" />
-			</output>
-		</layer>
-		<layer id="2609" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2610" name="__module.model.layers.9.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2268" name="Constant_267981" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2611" name="__module.model.layers.9.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="2269" name="Gather_267982" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1938" />
+				<port id="3" precision="I64" names="1938">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2612" name="__module.model.layers.9.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="2270" name="__module.model.layers.9.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="1937,1941,1942,kv_seq_len.19" />
-			</output>
-		</layer>
-		<layer id="2613" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2614" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="1937,1941,1942,kv_seq_len.19">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2615" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2271" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2616" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="2272" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40087,13 +33557,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2617" name="Constant_29671" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="2273" name="Constant_29702" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2618" name="__module.model.layers.9.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="2274" name="__module.model.layers.9.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40114,7 +33584,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2619" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="2275" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -40132,7 +33602,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2620" name="__module.model.layers.9.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2276" name="__module.model.layers.9.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40157,38 +33627,45 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2621" name="Constant_222122" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2277" name="Constant_236641" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2622" name="Constant_222121" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2278" name="Constant_236640" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2623" name="__module.model.layers.9.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2279" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2280" name="__module.model.layers.9.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2624" name="__module.model.layers.9.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="2281" name="__module.model.layers.9.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -40201,7 +33678,7 @@
 				<port id="3" precision="I64" names="1975,1980" />
 			</output>
 		</layer>
-		<layer id="2625" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="2282" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -40211,7 +33688,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2626" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2283" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -40219,19 +33696,21 @@
 				<port id="1" precision="I64" names="1977,1978,1982,1983" />
 			</output>
 		</layer>
-		<layer id="2627" name="__module.model.layers.9.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2284" name="Constant_266993" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2628" name="__module.model.layers.9.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="2285" name="__module.model.layers.9.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -40239,18 +33718,15 @@
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2286" name="Constant_236639" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2630" name="ScatterUpdate_222123" type="ScatterUpdate" version="opset3">
+		<layer id="2287" name="ScatterUpdate_236642" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -40271,29 +33747,23 @@
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 			</output>
 		</layer>
-		<layer id="2631" name="Constant_222126" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2288" name="Constant_236645" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2289" name="Constant_236648" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="2633" name="__module.model.layers.9.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="2290" name="__module.model.layers.9.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40321,32 +33791,10 @@
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 			</output>
 		</layer>
-		<layer id="2634" name="Constant_243837_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="2291" name="Constant_258490" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -40354,7 +33802,7 @@
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 			</output>
 		</layer>
-		<layer id="2636" name="__module.model.layers.9.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2292" name="__module.model.layers.9.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40379,29 +33827,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2637" name="Constant_222174" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2293" name="Constant_236693" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2294" name="Constant_236698" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2639" name="__module.model.layers.9.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="2295" name="__module.model.layers.9.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40429,7 +33871,7 @@
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 			</output>
 		</layer>
-		<layer id="2640" name="__module.model.layers.9.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2296" name="__module.model.layers.9.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40454,56 +33896,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2641" name="self.model.layers.9.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
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-					<dim>128</dim>
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2297" name="self.model.layers.9.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.9.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2643" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2298" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2644" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2299" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2645" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2300" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40527,13 +33945,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2646" name="Constant_29674" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="2301" name="Constant_29705" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2647" name="__module.model.layers.9.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="2302" name="__module.model.layers.9.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40554,7 +33972,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2648" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="2303" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -40572,7 +33990,7 @@
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 			</output>
 		</layer>
-		<layer id="2649" name="__module.model.layers.9.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2304" name="__module.model.layers.9.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40597,7 +34015,7 @@
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 			</output>
 		</layer>
-		<layer id="2650" name="__module.model.layers.9.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2305" name="__module.model.layers.9.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40622,7 +34040,7 @@
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 			</output>
 		</layer>
-		<layer id="2651" name="__module.model.layers.9.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2306" name="__module.model.layers.9.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40647,167 +34065,18 @@
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 			</output>
 		</layer>
-		<layer id="2663" name="Constant_275206_compressed" type="Const" version="opset1">
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-		<layer id="2666" name="Constant_275201" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="2318" name="Constant_258708" type="Const" version="opset1">
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 			<output>
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-			<data element_type="u4" shape="4096, 32, 128" offset="1164572752" size="8388608" />
+		<layer id="2319" name="self.model.layers.9.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1471776992" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -40816,7 +34085,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2676" name="Convert_20794" type="Convert" version="opset1">
+		<layer id="2320" name="Convert_312097" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40833,28 +34102,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2677" name="self.model.layers.9.self_attn.q_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="2321" name="self.model.layers.9.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1480165600" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2678" name="Convert_20796" type="Convert" version="opset1">
+		<layer id="2322" name="Convert_312099" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2679" name="self.model.layers.9.self_attn.q_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2323" name="self.model.layers.9.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40863,6 +34138,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -40874,8 +34151,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2680" name="self.model.layers.9.self_attn.q_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1172961360" size="262144" />
+		<layer id="2324" name="self.model.layers.9.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1480231136" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -40884,7 +34161,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2681" name="self.model.layers.9.self_attn.q_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2325" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40906,15 +34183,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2682" name="Constant_20801" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="2326" name="Constant_312104" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2683" name="Reshape_20802" type="Reshape" version="opset1">
+		<layer id="2327" name="Reshape_312105" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40933,11 +34210,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2684" name="self.model.layers.9.self_attn.q_proj.weight" type="Convert" version="opset1">
+		<layer id="2328" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -40951,7 +34225,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2685" name="__module.model.layers.9.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2329" name="__module.model.layers.9.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40972,27 +34246,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2686" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2330" name="Constant_268402" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
 			<output>
-				<port id="3" precision="I64" names="1927">
+				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2687" name="__module.model.layers.9.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2331" name="__module.model.layers.9.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41012,15 +34275,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2688" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2332" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2689" name="__module.model.layers.9.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="2333" name="__module.model.layers.9.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41041,7 +34304,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2690" name="__module.model.layers.9.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2334" name="__module.model.layers.9.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41066,29 +34329,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2691" name="Constant_222021" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2335" name="Constant_236540" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2692" name="Constant_222020" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2336" name="Constant_236539" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2693" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2337" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41104,16 +34361,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2694" name="__module.model.layers.9.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2338" name="__module.model.layers.9.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2695" name="__module.model.layers.9.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2339" name="__module.model.layers.9.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41126,7 +34380,7 @@
 				<port id="3" precision="I64" names="1959,1964" />
 			</output>
 		</layer>
-		<layer id="2696" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2340" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -41136,7 +34390,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2697" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2341" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -41144,19 +34398,21 @@
 				<port id="1" precision="I64" names="1961,1962,1966,1967" />
 			</output>
 		</layer>
-		<layer id="2698" name="__module.model.layers.9.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2342" name="Constant_266991" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2699" name="__module.model.layers.9.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="2343" name="__module.model.layers.9.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -41164,18 +34420,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2700" name="Constant_222019" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2344" name="Constant_236538" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2701" name="ScatterUpdate_222022" type="ScatterUpdate" version="opset3">
+		<layer id="2345" name="ScatterUpdate_236541" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -41196,29 +34449,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2702" name="Constant_222025" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2346" name="Constant_236544" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2703" name="Constant_222028" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2347" name="Constant_236547" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2704" name="__module.model.layers.9.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="2348" name="__module.model.layers.9.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41246,32 +34493,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2705" name="Constant_243836_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="2349" name="Constant_258489" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="2706" name="Constant_243836" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -41279,7 +34504,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2707" name="__module.model.layers.9.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2350" name="__module.model.layers.9.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41304,29 +34529,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2708" name="Constant_222073" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2351" name="Constant_236592" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2709" name="Constant_222078" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2352" name="Constant_236597" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2710" name="__module.model.layers.9.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2353" name="__module.model.layers.9.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41354,7 +34573,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2711" name="__module.model.layers.9.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2354" name="__module.model.layers.9.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41379,7 +34598,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2712" name="__module.model.layers.9.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2355" name="__module.model.layers.9.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41404,7 +34623,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2713" name="__module.model.layers.9.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2356" name="__module.model.layers.9.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41429,7 +34648,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2714" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="2357" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41449,43 +34668,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2715" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
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-			<input>
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="2716" name="Constant_212085" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2358" name="Constant_267985" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2717" name="__module.model.layers.9.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2359" name="Constant_267986" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2718" name="__module.model.layers.9.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="2360" name="Gather_267987" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41494,7 +34691,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="1994">
@@ -41502,74 +34699,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2719" name="__module.model.layers.9.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2720" name="__module.model.layers.9.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="2361" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1995" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2721" name="Constant_169622" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2362" name="Constant_268766" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2722" name="__module.model.layers.9.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2363" name="__module.model.layers.9.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2364" name="__module.model.layers.9.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="1995">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2365" name="Constant_216422" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2723" name="Constant_212955" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2366" name="Constant_227342" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2724" name="Constant_212956" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2367" name="Constant_227343" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2725" name="Gather_212957" type="Gather" version="opset8">
+		<layer id="2368" name="Gather_227344" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41586,7 +34785,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2726" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="2369" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41608,19 +34807,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2727" name="__module.model.layers.9.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2728" name="__module.model.layers.9.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="2370" name="__module.model.layers.9.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41638,73 +34825,27 @@
 				<port id="2" precision="FP32" names="2005,hidden_states.283">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2729" name="__module.model.layers.9.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="2006,2007" />
-			</output>
-		</layer>
-		<layer id="2730" name="Constant_169625" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2731" name="__module.model.layers.9.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2371" name="Constant_268404" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2732" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2008">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2733" name="__module.model.layers.9.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2372" name="__module.model.layers.9.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -41721,7 +34862,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2734" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="2373" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41741,7 +34882,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2735" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="2374" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41757,27 +34898,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2736" name="Constant_212094" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2375" name="Constant_268769" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2737" name="__module.model.layers.9.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2376" name="__module.model.layers.9.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2738" name="__module.model.layers.9.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="2377" name="__module.model.layers.9.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41789,79 +34924,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2010">
+				<port id="3" precision="I64" names="2011">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2739" name="__module.model.layers.9.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2740" name="__module.model.layers.9.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2011" />
-			</output>
-		</layer>
-		<layer id="2741" name="Constant_169627" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2378" name="Constant_216440" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2742" name="__module.model.layers.9.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2743" name="Constant_212965" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2379" name="Constant_227352" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2744" name="Constant_212966" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2380" name="Constant_227353" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2745" name="Gather_212967" type="Gather" version="opset8">
+		<layer id="2381" name="Gather_227354" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41878,7 +34968,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2746" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="2382" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41900,19 +34990,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2747" name="__module.model.layers.9.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2748" name="__module.model.layers.9.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="2383" name="__module.model.layers.9.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41930,73 +35008,27 @@
 				<port id="2" precision="FP32" names="2021,hidden_states.287">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2749" name="__module.model.layers.9.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="2022,2023" />
-			</output>
-		</layer>
-		<layer id="2750" name="Constant_169630" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2751" name="__module.model.layers.9.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2384" name="Constant_268406" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2752" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="2385" name="__module.model.layers.9.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
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@@ -42013,7 +35045,7 @@
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-		<layer id="2754" name="__module.model.layers.9.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2386" name="__module.model.layers.9.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -42036,7 +35068,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
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@@ -42050,15 +35082,15 @@
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-		<layer id="2755" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2387" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
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 		</layer>
-		<layer id="2756" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2388" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42079,24 +35111,16 @@
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 			</output>
 		</layer>
-		<layer id="2757" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
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-			<input>
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-				<port id="1" precision="I64">
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-			</input>
+		<layer id="2389" name="Constant_268407" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
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-		<layer id="2758" name="__module.model.layers.9.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2390" name="__module.model.layers.9.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42116,126 +35140,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2759" name="self.model.layers.9.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1173223504" size="8388608" />
+		<layer id="2391" name="self.model.layers.9.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 4096" offset="1480493280" size="16777216" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>4096</dim>
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-					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2760" name="Convert_20804" type="Convert" version="opset1">
+		<layer id="2392" name="Convert_312109" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>4096</dim>
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-					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2761" name="self.model.layers.9.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="454187084" size="1" />
+		<layer id="2393" name="self.model.layers.9.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 1" offset="1497270496" size="4096" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2762" name="Convert_20806" type="Convert" version="opset1">
+		<layer id="2394" name="Convert_312112" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2763" name="self.model.layers.9.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2395" name="self.model.layers.9.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2764" name="self.model.layers.9.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1181612112" size="262144" />
+		<layer id="2396" name="self.model.layers.9.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 1" offset="1497274592" size="8192" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2765" name="self.model.layers.9.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2397" name="self.model.layers.9.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2766" name="Constant_20811" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="2767" name="Reshape_20812" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
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-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -42243,11 +35235,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2768" name="self.model.layers.9.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="2398" name="self.model.layers.9.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -42261,7 +35250,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2769" name="__module.model.layers.9.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2399" name="__module.model.layers.9.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42282,7 +35271,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2770" name="__module.model.layers.9/aten::add/Add" type="Add" version="opset1">
+		<layer id="2400" name="__module.model.layers.9/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42304,97 +35293,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2771" name="Constant_243841_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="1181874256" size="8192" />
+		<layer id="2401" name="Constant_258494" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1497282784" size="16384" />
 			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>4096</dim>
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-		</layer>
-		<layer id="2772" name="Constant_243841" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
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-					<dim>4096</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
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-		<layer id="2773" name="Constant_243840_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="2774" name="Constant_243840" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
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-			<output>
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-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="2775" name="Constant_243838_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="2402" name="Constant_258493" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2776" name="Constant_243838" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
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-			</input>
+		<layer id="2403" name="Constant_258491" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2777" name="__module.model.layers.9.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="2404" name="__module.model.layers.9.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42416,15 +35345,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2778" name="Constant_7053" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="2405" name="Constant_7053" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64" names="2041">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2779" name="__module.model.layers.9.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2406" name="__module.model.layers.9.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42444,37 +35373,17 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2780" name="Constant_243839_compressed" type="Const" version="opset1">
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-		<layer id="2781" name="Constant_243839" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
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+		<layer id="2407" name="Constant_258492" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2782" name="__module.model.layers.9.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="2408" name="__module.model.layers.9.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42496,7 +35405,7 @@
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 			</output>
 		</layer>
-		<layer id="2783" name="__module.model.layers.9.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2409" name="__module.model.layers.9.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42512,7 +35421,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2784" name="__module.model.layers.9.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2410" name="__module.model.layers.9.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42534,7 +35443,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2785" name="__module.model.layers.9.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2411" name="__module.model.layers.9.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42556,7 +35465,7 @@
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 			</output>
 		</layer>
-		<layer id="2786" name="__module.model.layers.9.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2412" name="__module.model.layers.9.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42578,8 +35487,8 @@
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 			</output>
 		</layer>
-		<layer id="2787" name="self.model.layers.9.mlp.gate_proj.weight_compressed" type="Const" version="opset1">
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+		<layer id="2413" name="self.model.layers.9.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1497299168" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -42588,7 +35497,7 @@
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 			</output>
 		</layer>
-		<layer id="2788" name="Convert_20824" type="Convert" version="opset1">
+		<layer id="2414" name="Convert_312130" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -42605,28 +35514,34 @@
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 			</output>
 		</layer>
-		<layer id="2789" name="self.model.layers.9.mlp.gate_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="496138317" size="1" />
+		<layer id="2415" name="self.model.layers.9.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1526659296" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2790" name="Convert_20826" type="Convert" version="opset1">
+		<layer id="2416" name="Convert_312132" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2791" name="self.model.layers.9.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2417" name="self.model.layers.9.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -42635,6 +35550,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
@@ -42646,8 +35563,8 @@
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 		</layer>
-		<layer id="2792" name="self.model.layers.9.mlp.gate_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="1211242576" size="917504" />
+		<layer id="2418" name="self.model.layers.9.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1526888672" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -42656,7 +35573,7 @@
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 		</layer>
-		<layer id="2793" name="self.model.layers.9.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2419" name="self.model.layers.9.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42678,15 +35595,15 @@
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 		</layer>
-		<layer id="2794" name="Constant_20831" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="2420" name="Constant_312137" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="2795" name="Reshape_20832" type="Reshape" version="opset1">
+		<layer id="2421" name="Reshape_312138" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42705,11 +35622,8 @@
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 			</output>
 		</layer>
-		<layer id="2796" name="self.model.layers.9.mlp.gate_proj.weight" type="Convert" version="opset1">
+		<layer id="2422" name="self.model.layers.9.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -42723,7 +35637,7 @@
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 			</output>
 		</layer>
-		<layer id="2797" name="__module.model.layers.9.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2423" name="__module.model.layers.9.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42744,7 +35658,7 @@
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 			</output>
 		</layer>
-		<layer id="2798" name="__module.model.layers.9.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="2424" name="__module.model.layers.9.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42760,8 +35674,8 @@
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 			</output>
 		</layer>
-		<layer id="2799" name="self.model.layers.9.mlp.up_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="1212160080" size="29360128" />
+		<layer id="2425" name="self.model.layers.9.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1527806176" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -42770,7 +35684,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2800" name="Convert_20814" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -42787,28 +35701,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2801" name="self.model.layers.9.mlp.up_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="608614478" size="1" />
+		<layer id="2427" name="self.model.layers.9.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1557166304" size="229376" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2802" name="Convert_20816" type="Convert" version="opset1">
+		<layer id="2428" name="Convert_312121" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2803" name="self.model.layers.9.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2429" name="self.model.layers.9.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42817,6 +35737,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -42828,8 +35750,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2804" name="self.model.layers.9.mlp.up_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="1241520208" size="917504" />
+		<layer id="2430" name="self.model.layers.9.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1557395680" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -42838,7 +35760,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2805" name="self.model.layers.9.mlp.up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2431" name="self.model.layers.9.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42860,15 +35782,15 @@
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 			</output>
 		</layer>
-		<layer id="2806" name="Constant_20821" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="2432" name="Constant_312126" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="227161280" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2807" name="Reshape_20822" type="Reshape" version="opset1">
+		<layer id="2433" name="Reshape_312127" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42887,11 +35809,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2808" name="self.model.layers.9.mlp.up_proj.weight" type="Convert" version="opset1">
+		<layer id="2434" name="self.model.layers.9.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -42905,7 +35824,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2809" name="__module.model.layers.9.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2435" name="__module.model.layers.9.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42926,7 +35845,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2810" name="__module.model.layers.9.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2436" name="__module.model.layers.9.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42948,8 +35867,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2811" name="self.model.layers.9.mlp.down_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 128" offset="1242437712" size="29360128" />
+		<layer id="2437" name="self.model.layers.9.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="1558313184" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -42958,7 +35877,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2812" name="Convert_20834" type="Convert" version="opset1">
+		<layer id="2438" name="Convert_312141" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -42975,28 +35894,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2813" name="self.model.layers.9.mlp.down_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="2439" name="self.model.layers.9.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="1587673312" size="229376" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2814" name="Convert_20836" type="Convert" version="opset1">
+		<layer id="2440" name="Convert_312143" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2815" name="self.model.layers.9.mlp.down_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2441" name="self.model.layers.9.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43005,6 +35930,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -43016,8 +35943,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2816" name="self.model.layers.9.mlp.down_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 112, 1" offset="1271797840" size="917504" />
+		<layer id="2442" name="self.model.layers.9.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 112, 1" offset="1587902688" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -43026,7 +35953,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2817" name="self.model.layers.9.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2443" name="self.model.layers.9.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43048,15 +35975,15 @@
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 			</output>
 		</layer>
-		<layer id="2818" name="Constant_20841" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="260429881" size="16" />
+		<layer id="2444" name="Constant_312148" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="316431568" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2819" name="Reshape_20842" type="Reshape" version="opset1">
+		<layer id="2445" name="Reshape_312149" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43075,11 +36002,8 @@
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 			</output>
 		</layer>
-		<layer id="2820" name="self.model.layers.9.mlp.down_proj.weight" type="Convert" version="opset1">
+		<layer id="2446" name="self.model.layers.9.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -43093,7 +36017,7 @@
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 			</output>
 		</layer>
-		<layer id="2821" name="__module.model.layers.9.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2447" name="__module.model.layers.9.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43114,7 +36038,7 @@
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 			</output>
 		</layer>
-		<layer id="2822" name="__module.model.layers.9/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2448" name="__module.model.layers.9/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43136,97 +36060,37 @@
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 			</output>
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-		<layer id="2823" name="Constant_243845_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="1272715344" size="8192" />
+		<layer id="2449" name="Constant_258498" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1588820192" size="16384" />
 			<output>
-				<port id="0" precision="FP16">
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-		<layer id="2824" name="Constant_243845" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
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-					<dim>4096</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>4096</dim>
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-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="2826" name="Constant_243844" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
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+		<layer id="2450" name="Constant_258497" type="Const" version="opset1">
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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 					<dim>1</dim>
 					<dim>1</dim>
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-		<layer id="2828" name="Constant_243842" type="Convert" version="opset1">
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 		</layer>
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+		<layer id="2452" name="__module.model.layers.10.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -43248,15 +36112,15 @@
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-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="2453" name="Constant_7124" type="Const" version="opset1">
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 		</layer>
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+		<layer id="2454" name="__module.model.layers.10.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<input>
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@@ -43276,37 +36140,17 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="1, 1, 1" offset="131184426" size="2" />
+		<layer id="2455" name="Constant_258496" type="Const" version="opset1">
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+		<layer id="2456" name="__module.model.layers.10.input_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43328,7 +36172,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43344,7 +36188,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -43366,7 +36210,7 @@
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 			</output>
 		</layer>
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+		<layer id="2459" name="__module.model.layers.10.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -43388,7 +36232,7 @@
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 			</output>
 		</layer>
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@@ -43410,126 +36254,94 @@
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
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 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 			<output>
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 		</layer>
-		<layer id="2842" name="Convert_20866" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
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+		<layer id="2465" name="self.model.layers.10.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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-					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
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 					<dim>4096</dim>
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-					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="1281112144" size="262144" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 		</layer>
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+		<layer id="2467" name="self.model.layers.10.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
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 					<dim>4096</dim>
@@ -43537,11 +36349,8 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
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 			<input>
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@@ -43555,7 +36364,7 @@
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 		</layer>
-		<layer id="2849" name="__module.model.layers.10.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43576,79 +36385,16 @@
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 		</layer>
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 			<output>
 				<port id="0" precision="I64">
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-		<layer id="2852" name="Constant_212981" type="Const" version="opset1">
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-		<layer id="2855" name="__module.model.layers.10.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
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+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43668,15 +36414,15 @@
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 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2472" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43697,360 +36443,54 @@
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 		</layer>
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+		<layer id="2474" name="self.model.layers.10.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
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 					<dim>128</dim>
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+		<layer id="2478" name="Constant_304773" type="Const" version="opset1">
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+		<layer id="2479" name="Constant_304775" type="Const" version="opset1">
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-		<layer id="2884" name="Concat_275230" type="Concat" version="opset1">
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 			<input>
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@@ -44072,7 +36512,7 @@
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 			</output>
 		</layer>
-		<layer id="2885" name="Broadcast_275233" type="Broadcast" version="opset3">
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@@ -44089,7 +36529,7 @@
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 			</output>
 		</layer>
-		<layer id="2886" name="ReadValue_269185" type="ReadValue" version="opset6">
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@@ -44108,13 +36548,13 @@
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 		</layer>
-		<layer id="2887" name="Constant_263419" type="Const" version="opset1">
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+		<layer id="2483" name="Constant_292495" type="Const" version="opset1">
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 		</layer>
-		<layer id="2888" name="Gather_263420" type="Gather" version="opset8">
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@@ -44137,7 +36577,7 @@
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 			<input>
 				<port id="0" precision="FP32">
@@ -44153,70 +36593,62 @@
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 			</output>
 		</layer>
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+		<layer id="2486" name="Constant_268772" type="Const" version="opset1">
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 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="2487" name="Constant_267997" type="Const" version="opset1">
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+				<port id="0" precision="I64" />
 			</output>
 		</layer>
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 				<port id="0" precision="I64">
 					<dim>4</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2108">
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2892" name="__module.model.layers.10.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="2489" name="__module.model.layers.10.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
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 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="2107,2111,2112,kv_seq_len.21">
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2490" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2896" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
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 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44240,13 +36672,13 @@
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 			</output>
 		</layer>
-		<layer id="2897" name="Constant_29677" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="2492" name="Constant_29708" type="Const" version="opset1">
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 			<output>
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 			</output>
 		</layer>
-		<layer id="2898" name="__module.model.layers.10.self_attn/aten::index/Gather" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44267,7 +36699,7 @@
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 			</output>
 		</layer>
-		<layer id="2899" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="2494" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44285,7 +36717,7 @@
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 			</output>
 		</layer>
-		<layer id="2900" name="__module.model.layers.10.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2495" name="__module.model.layers.10.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44310,29 +36742,23 @@
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 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
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+		<layer id="2496" name="Constant_236816" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2497" name="Constant_236815" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2903" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2498" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44348,16 +36774,13 @@
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 			</output>
 		</layer>
-		<layer id="2904" name="__module.model.layers.10.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2499" name="__module.model.layers.10.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2905" name="__module.model.layers.10.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2500" name="__module.model.layers.10.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -44370,7 +36793,7 @@
 				<port id="3" precision="I64" names="2129,2134" />
 			</output>
 		</layer>
-		<layer id="2906" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2501" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -44380,7 +36803,7 @@
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 			</output>
 		</layer>
-		<layer id="2907" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2502" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -44388,19 +36811,21 @@
 				<port id="1" precision="I64" names="2131,2132,2136,2137" />
 			</output>
 		</layer>
-		<layer id="2908" name="__module.model.layers.10.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2503" name="Constant_267003" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2909" name="__module.model.layers.10.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="2504" name="__module.model.layers.10.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -44408,18 +36833,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2910" name="Constant_222295" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2505" name="Constant_236814" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2911" name="ScatterUpdate_222298" type="ScatterUpdate" version="opset3">
+		<layer id="2506" name="ScatterUpdate_236817" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -44440,29 +36862,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2912" name="Constant_222301" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2507" name="Constant_236820" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2913" name="Constant_222304" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2508" name="Constant_236823" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2914" name="__module.model.layers.10.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="2509" name="__module.model.layers.10.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44490,32 +36906,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2915" name="Constant_243846_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2916" name="Constant_243846" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2510" name="Constant_258499" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -44523,7 +36917,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2917" name="__module.model.layers.10.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2511" name="__module.model.layers.10.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44548,29 +36942,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2918" name="Constant_222349" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2512" name="Constant_236868" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2919" name="Constant_222354" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2513" name="Constant_236873" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2920" name="__module.model.layers.10.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2514" name="__module.model.layers.10.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44598,7 +36986,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2921" name="__module.model.layers.10.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2515" name="__module.model.layers.10.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44623,56 +37011,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2922" name="self.model.layers.10.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.10.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2923" name="self.model.layers.10.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2516" name="self.model.layers.10.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.10.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2924" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2517" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2925" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2518" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2926" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2519" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44696,13 +37060,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2927" name="Constant_29680" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="2520" name="Constant_29711" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2928" name="__module.model.layers.10.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="2521" name="__module.model.layers.10.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44723,7 +37087,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2929" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="2522" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44741,7 +37105,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2930" name="__module.model.layers.10.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2523" name="__module.model.layers.10.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44766,7 +37130,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2931" name="__module.model.layers.10.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2524" name="__module.model.layers.10.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44791,229 +37155,396 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2932" name="__module.model.layers.10.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2525" name="self.model.layers.10.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="1605626080" size="4194304" />
 			<output>
-				<port id="2" precision="FP32" names="2144">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2933" name="Constant_222398" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2526" name="Convert_312164" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2934" name="Constant_222397" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2527" name="self.model.layers.10.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="1609820384" size="1024" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2935" name="__module.model.layers.10.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2936" name="__module.model.layers.10.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="2528" name="Convert_312167" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2145,2150" />
-			</output>
-		</layer>
-		<layer id="2937" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" />
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-		</layer>
-		<layer id="2938" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2147,2148,2152,2153" />
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-		<layer id="2939" name="__module.model.layers.10.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2940" name="__module.model.layers.10.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="2529" name="self.model.layers.10.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2941" name="Constant_222396" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2530" name="self.model.layers.10.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="1609821408" size="2048" />
 			<output>
-				<port id="0" precision="I32">
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2942" name="ScatterUpdate_222399" type="ScatterUpdate" version="opset3">
+		<layer id="2531" name="self.model.layers.10.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
-				<port id="1" precision="I64">
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
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+		<layer id="2536" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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-					<dim>1</dim>
+				<port id="0" precision="I32">
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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+		<layer id="2537" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
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+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
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+		</layer>
+		<layer id="2538" name="__module.model.layers.10.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>128</dim>
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+		<layer id="2539" name="Constant_236917" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
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+		<layer id="2540" name="Constant_236916" type="Const" version="opset1">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2542" name="__module.model.layers.10.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2543" name="__module.model.layers.10.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
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+					<dim>4</dim>
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+			<output>
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+		<layer id="2544" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
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+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
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+				<port id="2" precision="I64" />
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+		</layer>
+		<layer id="2545" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="2147,2148,2152,2153" />
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+		<layer id="2546" name="Constant_267005" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64">
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+		</layer>
+		<layer id="2547" name="__module.model.layers.10.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
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+		<layer id="2548" name="Constant_236915" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32">
 					<dim>1</dim>
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+		</layer>
+		<layer id="2549" name="ScatterUpdate_236918" type="ScatterUpdate" version="opset3">
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+				<port id="1" precision="I64">
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 					<dim>1</dim>
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+				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2948" name="__module.model.layers.10.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2550" name="Constant_236921" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="2551" name="Constant_236924" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2552" name="__module.model.layers.10.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
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+					<dim>128</dim>
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+					<dim>4</dim>
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+				<port id="3" precision="I64">
+					<dim>4</dim>
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+					<dim>-1</dim>
+					<dim>8</dim>
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+					<dim>64</dim>
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+		<layer id="2553" name="Constant_258500" type="Const" version="opset1">
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+		<layer id="2554" name="__module.model.layers.10.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45038,29 +37569,23 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2555" name="Constant_236969" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
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 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2556" name="Constant_236974" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="2951" name="__module.model.layers.10.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="2557" name="__module.model.layers.10.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45088,7 +37613,7 @@
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 			</output>
 		</layer>
-		<layer id="2952" name="__module.model.layers.10.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2558" name="__module.model.layers.10.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45113,7 +37638,7 @@
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 			</output>
 		</layer>
-		<layer id="2953" name="__module.model.layers.10.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2559" name="__module.model.layers.10.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45138,7 +37663,7 @@
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 			</output>
 		</layer>
-		<layer id="2954" name="__module.model.layers.10.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2560" name="__module.model.layers.10.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45163,7 +37688,7 @@
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 			</output>
 		</layer>
-		<layer id="2955" name="__module.model.layers.10.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2561" name="__module.model.layers.10.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -45188,7 +37713,7 @@
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 			</output>
 		</layer>
-		<layer id="2956" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="2562" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45208,43 +37733,21 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="2563" name="Constant_268001" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2564" name="Constant_268002" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2960" name="__module.model.layers.10.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="2565" name="Gather_268003" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -45253,7 +37756,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
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 			<output>
 				<port id="3" precision="I64" names="2164">
@@ -45261,74 +37764,76 @@
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 			</output>
 		</layer>
-		<layer id="2961" name="__module.model.layers.10.self_attn/aten::size/Constant_9" type="Const" version="opset1">
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-		<layer id="2962" name="__module.model.layers.10.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="2566" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
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-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2165" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="2963" name="Constant_169634" type="Const" version="opset1">
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+		<layer id="2567" name="Constant_268775" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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-			<data special_zero="false" />
+		<layer id="2568" name="__module.model.layers.10.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2569" name="__module.model.layers.10.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
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+				<port id="0" precision="I64">
+					<dim>4</dim>
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 				<port id="1" precision="I64">
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 			<output>
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+				<port id="3" precision="I64" names="2165">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2570" name="Constant_216458" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2571" name="Constant_227377" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2572" name="Constant_227378" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2967" name="Gather_212992" type="Gather" version="opset8">
+		<layer id="2573" name="Gather_227379" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -45345,7 +37850,7 @@
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 		</layer>
-		<layer id="2968" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="2574" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -45367,19 +37872,7 @@
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 		</layer>
-		<layer id="2969" name="__module.model.layers.10.self_attn/aten::expand/Abs" type="Abs" version="opset1">
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-		<layer id="2970" name="__module.model.layers.10.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="2575" name="__module.model.layers.10.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45397,73 +37890,27 @@
 				<port id="2" precision="FP32" names="2175,hidden_states.313">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="2971" name="__module.model.layers.10.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
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-			<input>
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-			<output>
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-		<layer id="2972" name="Constant_169637" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
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-		<layer id="2973" name="__module.model.layers.10.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2576" name="Constant_268410" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
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-		</layer>
-		<layer id="2974" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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 			</output>
 		</layer>
-		<layer id="2975" name="__module.model.layers.10.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2577" name="__module.model.layers.10.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -45480,49 +37927,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2976" name="Constant_275219_compressed" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP16" />
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-		</layer>
-		<layer id="2977" name="Constant_275219" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="2578" name="Constant_304765" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2978" name="Constant_275212" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="2579" name="Constant_304758" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2979" name="Constant_275214" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="2580" name="Constant_304760" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="2980" name="Constant_275216" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="2581" name="Constant_304762" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2981" name="Concat_275217" type="Concat" version="opset1">
+		<layer id="2582" name="Concat_304763" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -45544,7 +37979,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2982" name="Broadcast_275220" type="Broadcast" version="opset3">
+		<layer id="2583" name="Broadcast_304766" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -45561,7 +37996,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2983" name="ReadValue_269187" type="ReadValue" version="opset6">
+		<layer id="2584" name="ReadValue_298498" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.10.valuepresent.10.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45580,13 +38015,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2984" name="Constant_263422" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="2585" name="Constant_292498" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2985" name="Gather_263423" type="Gather" version="opset8">
+		<layer id="2586" name="Gather_292499" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45609,126 +38044,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2986" name="self.model.layers.10.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="1283536976" size="2097152" />
+		<layer id="2587" name="self.model.layers.10.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="1609823456" size="4194304" />
 			<output>
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+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2987" name="Convert_20844" type="Convert" version="opset1">
+		<layer id="2588" name="Convert_312153" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2988" name="self.model.layers.10.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="2589" name="self.model.layers.10.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="1614017760" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2989" name="Convert_20846" type="Convert" version="opset1">
+		<layer id="2590" name="Convert_312156" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2990" name="self.model.layers.10.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2591" name="self.model.layers.10.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2991" name="self.model.layers.10.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="1285634128" size="65536" />
+		<layer id="2592" name="self.model.layers.10.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="1614018784" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2992" name="self.model.layers.10.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2593" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="2993" name="Constant_20851" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
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-			</output>
-		</layer>
-		<layer id="2994" name="Reshape_20852" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
-					<dim>2</dim>
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-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -45736,11 +38139,8 @@
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 			</output>
 		</layer>
-		<layer id="2995" name="self.model.layers.10.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="2594" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -45754,7 +38154,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2996" name="__module.model.layers.10.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2595" name="__module.model.layers.10.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45775,8 +38175,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2997" name="__module.model.layers.10.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2596" name="Constant_268411" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2597" name="__module.model.layers.10.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45796,15 +38204,15 @@
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 			</output>
 		</layer>
-		<layer id="2998" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2598" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2999" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2599" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45825,7 +38233,7 @@
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 			</output>
 		</layer>
-		<layer id="3000" name="__module.model.layers.10.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2600" name="__module.model.layers.10.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45850,7 +38258,7 @@
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 			</output>
 		</layer>
-		<layer id="3001" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="2601" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45870,7 +38278,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3002" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="2602" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45886,27 +38294,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3003" name="Constant_212118" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2603" name="Constant_268778" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3004" name="__module.model.layers.10.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2604" name="__module.model.layers.10.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3005" name="__module.model.layers.10.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="2605" name="__module.model.layers.10.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -45918,79 +38320,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2180">
+				<port id="3" precision="I64" names="2181">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3006" name="__module.model.layers.10.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2606" name="Constant_216476" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3007" name="__module.model.layers.10.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2181" />
-			</output>
-		</layer>
-		<layer id="3008" name="Constant_169639" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3009" name="__module.model.layers.10.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3010" name="Constant_213000" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2607" name="Constant_227387" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3011" name="Constant_213001" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2608" name="Constant_227388" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3012" name="Gather_213002" type="Gather" version="opset8">
+		<layer id="2609" name="Gather_227389" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -46007,7 +38364,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3013" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="2610" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -46029,19 +38386,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3014" name="__module.model.layers.10.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3015" name="__module.model.layers.10.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="2611" name="__module.model.layers.10.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46059,73 +38404,27 @@
 				<port id="2" precision="FP32" names="2191,hidden_states.317">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3016" name="__module.model.layers.10.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="2192,2193" />
-			</output>
-		</layer>
-		<layer id="3017" name="Constant_169642" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3018" name="__module.model.layers.10.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2612" name="Constant_268412" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3019" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2194">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3020" name="__module.model.layers.10.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2613" name="__module.model.layers.10.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -46142,7 +38441,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3021" name="__module.model.layers.10.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2614" name="__module.model.layers.10.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46165,7 +38464,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -46179,15 +38478,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3022" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2615" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3023" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2616" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -46208,24 +38507,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3024" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2617" name="Constant_268413" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="2199">
+				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3025" name="__module.model.layers.10.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2618" name="__module.model.layers.10.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -46245,8 +38536,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3026" name="self.model.layers.10.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1285699664" size="8388608" />
+		<layer id="2619" name="self.model.layers.10.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1614020832" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -46255,7 +38546,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3027" name="Convert_20874" type="Convert" version="opset1">
+		<layer id="2620" name="Convert_312185" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -46272,28 +38563,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3028" name="self.model.layers.10.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="454187084" size="1" />
+		<layer id="2621" name="self.model.layers.10.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1622409440" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3029" name="Convert_20876" type="Convert" version="opset1">
+		<layer id="2622" name="Convert_312187" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3030" name="self.model.layers.10.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2623" name="self.model.layers.10.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46302,6 +38599,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -46313,8 +38612,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3031" name="self.model.layers.10.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1294088272" size="262144" />
+		<layer id="2624" name="self.model.layers.10.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1622474976" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -46323,7 +38622,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3032" name="self.model.layers.10.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2625" name="self.model.layers.10.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46345,15 +38644,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3033" name="Constant_20881" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="2626" name="Constant_312192" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3034" name="Reshape_20882" type="Reshape" version="opset1">
+		<layer id="2627" name="Reshape_312193" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46372,11 +38671,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3035" name="self.model.layers.10.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="2628" name="self.model.layers.10.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -46390,7 +38686,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3036" name="__module.model.layers.10.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2629" name="__module.model.layers.10.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46411,7 +38707,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3037" name="__module.model.layers.10/aten::add/Add" type="Add" version="opset1">
+		<layer id="2630" name="__module.model.layers.10/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46433,97 +38729,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3038" name="Constant_243851_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="1294350416" size="8192" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3039" name="Constant_243851" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="2631" name="Constant_258504" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1622737120" size="16384" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3040" name="Constant_243850_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
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-			<output>
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@@ -46545,15 +38781,15 @@
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-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="2635" name="Constant_7729" type="Const" version="opset1">
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 			<data keep_dims="true" />
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@@ -46573,37 +38809,17 @@
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 			<data auto_broadcast="numpy" />
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@@ -46625,7 +38841,7 @@
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 			<input>
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@@ -46641,7 +38857,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -46663,7 +38879,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -46685,7 +38901,7 @@
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 		</layer>
-		<layer id="3053" name="__module.model.layers.10.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -46707,8 +38923,8 @@
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-			<data element_type="u4" shape="14336, 32, 128" offset="1294358608" size="29360128" />
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 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -46717,7 +38933,7 @@
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 		</layer>
-		<layer id="3055" name="Convert_20894" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -46734,28 +38950,34 @@
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="2645" name="self.model.layers.10.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1652113632" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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 		</layer>
-		<layer id="3057" name="Convert_20896" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -46764,6 +38986,8 @@
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 				</port>
 				<port id="1" precision="FP16">
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@@ -46775,8 +38999,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="1323718736" size="917504" />
+		<layer id="2648" name="self.model.layers.10.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -46785,7 +39009,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46807,15 +39031,15 @@
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-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="2650" name="Constant_312214" type="Const" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46834,11 +39058,8 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -46852,7 +39073,7 @@
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 		</layer>
-		<layer id="3064" name="__module.model.layers.10.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46873,7 +39094,7 @@
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 			</output>
 		</layer>
-		<layer id="3065" name="__module.model.layers.10.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -46889,8 +39110,8 @@
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 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="1324636240" size="29360128" />
+		<layer id="2655" name="self.model.layers.10.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -46899,7 +39120,7 @@
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 			</output>
 		</layer>
-		<layer id="3067" name="Convert_20884" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -46916,28 +39137,34 @@
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 		</layer>
-		<layer id="3068" name="self.model.layers.10.mlp.up_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="454187084" size="1" />
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 			<output>
 				<port id="0" precision="U4">
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3069" name="Convert_20886" type="Convert" version="opset1">
+		<layer id="2658" name="Convert_312198" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="3070" name="self.model.layers.10.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46946,6 +39173,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
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@@ -46957,8 +39186,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="1353996368" size="917504" />
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 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -46967,7 +39196,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -46989,15 +39218,15 @@
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+		<layer id="2662" name="Constant_312203" type="Const" version="opset1">
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-		<layer id="3074" name="Reshape_20892" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47016,11 +39245,8 @@
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-		<layer id="3075" name="self.model.layers.10.mlp.up_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -47034,7 +39260,7 @@
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-		<layer id="3076" name="__module.model.layers.10.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47055,7 +39281,7 @@
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 		</layer>
-		<layer id="3077" name="__module.model.layers.10.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47077,8 +39303,8 @@
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@@ -47087,7 +39313,7 @@
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-		<layer id="3079" name="Convert_20904" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -47104,28 +39330,34 @@
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 			<input>
 				<port id="0" precision="U4">
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@@ -47134,6 +39366,8 @@
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@@ -47145,8 +39379,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="1384274000" size="917504" />
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@@ -47155,7 +39389,7 @@
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@@ -47177,15 +39411,15 @@
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@@ -47204,11 +39438,8 @@
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 			<data destination_type="f32" />
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@@ -47222,7 +39453,7 @@
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@@ -47243,7 +39474,7 @@
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@@ -47265,97 +39496,37 @@
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+		<layer id="2679" name="Constant_258508" type="Const" version="opset1">
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-		<layer id="3091" name="Constant_243855" type="Convert" version="opset1">
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 					<dim>4096</dim>
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-		<layer id="3093" name="Constant_243854" type="Convert" version="opset1">
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-			<output>
-				<port id="0" precision="FP16">
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+		<layer id="2681" name="Constant_258505" type="Const" version="opset1">
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+		<layer id="2682" name="__module.model.layers.11.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -47377,15 +39548,15 @@
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-		<layer id="3097" name="Constant_7800" type="Const" version="opset1">
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+		<layer id="2683" name="Constant_7800" type="Const" version="opset1">
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 		</layer>
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 			<input>
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@@ -47405,37 +39576,17 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -47457,7 +39608,7 @@
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 		</layer>
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 			<input>
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@@ -47473,7 +39624,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -47495,7 +39646,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -47517,7 +39668,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -47539,126 +39690,94 @@
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 			<input>
-				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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-		<layer id="3109" name="Convert_20936" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
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 					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				<port id="1" precision="FP16">
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 					<dim>4096</dim>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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@@ -47666,11 +39785,8 @@
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@@ -47684,7 +39800,7 @@
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@@ -47826,360 +39879,54 @@
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 				<port id="0" precision="I64">
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+		<layer id="2708" name="Constant_304799" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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+		<layer id="2709" name="Constant_304801" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="3151" name="Concat_275256" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48201,7 +39948,7 @@
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 			</output>
 		</layer>
-		<layer id="3152" name="Broadcast_275259" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -48218,7 +39965,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3153" name="ReadValue_269189" type="ReadValue" version="opset6">
+		<layer id="2712" name="ReadValue_298500" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.11.keypresent.11.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48237,13 +39984,13 @@
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 		</layer>
-		<layer id="3154" name="Constant_263425" type="Const" version="opset1">
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+		<layer id="2713" name="Constant_292501" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3155" name="Gather_263426" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48266,7 +40013,7 @@
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 			</output>
 		</layer>
-		<layer id="3156" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48282,70 +40029,62 @@
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 		</layer>
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 			<output>
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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 		</layer>
-		<layer id="3158" name="__module.model.layers.11.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="2717" name="Constant_268013" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64" />
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 					<dim>4</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2278">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3159" name="__module.model.layers.11.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="2719" name="__module.model.layers.11.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="2277,2281,2282,kv_seq_len.23">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3162" name="__module.model.layers.11.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2720" name="__module.model.layers.11.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3163" name="__module.model.layers.11.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="2721" name="__module.model.layers.11.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48369,13 +40108,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3164" name="Constant_29683" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="2722" name="Constant_29714" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3165" name="__module.model.layers.11.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="2723" name="__module.model.layers.11.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48396,7 +40135,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3166" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="2724" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48414,7 +40153,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3167" name="__module.model.layers.11.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2725" name="__module.model.layers.11.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48439,29 +40178,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3168" name="Constant_222573" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2726" name="Constant_237092" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3169" name="Constant_222572" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2727" name="Constant_237091" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3170" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2728" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48477,16 +40210,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3171" name="__module.model.layers.11.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2729" name="__module.model.layers.11.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3172" name="__module.model.layers.11.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2730" name="__module.model.layers.11.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48499,7 +40229,7 @@
 				<port id="3" precision="I64" names="2299,2304" />
 			</output>
 		</layer>
-		<layer id="3173" name="__module.model.layers.11.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2731" name="__module.model.layers.11.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -48509,7 +40239,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3174" name="__module.model.layers.11.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2732" name="__module.model.layers.11.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -48517,19 +40247,21 @@
 				<port id="1" precision="I64" names="2301,2302,2306,2307" />
 			</output>
 		</layer>
-		<layer id="3175" name="__module.model.layers.11.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2733" name="Constant_267015" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3176" name="__module.model.layers.11.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="2734" name="__module.model.layers.11.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -48537,18 +40269,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3177" name="Constant_222571" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2735" name="Constant_237090" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3178" name="ScatterUpdate_222574" type="ScatterUpdate" version="opset3">
+		<layer id="2736" name="ScatterUpdate_237093" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -48569,29 +40298,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3179" name="Constant_222577" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2737" name="Constant_237096" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3180" name="Constant_222580" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2738" name="Constant_237099" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3181" name="__module.model.layers.11.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="2739" name="__module.model.layers.11.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48619,32 +40342,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3182" name="Constant_243856_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3183" name="Constant_243856" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2740" name="Constant_258509" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -48652,7 +40353,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3184" name="__module.model.layers.11.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2741" name="__module.model.layers.11.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48677,29 +40378,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3185" name="Constant_222625" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2742" name="Constant_237144" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3186" name="Constant_222630" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2743" name="Constant_237149" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3187" name="__module.model.layers.11.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2744" name="__module.model.layers.11.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48727,7 +40422,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3188" name="__module.model.layers.11.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2745" name="__module.model.layers.11.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48752,56 +40447,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3189" name="self.model.layers.11.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.11.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3190" name="self.model.layers.11.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2746" name="self.model.layers.11.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.11.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3191" name="__module.model.layers.11.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2747" name="__module.model.layers.11.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3192" name="__module.model.layers.11.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2748" name="__module.model.layers.11.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3193" name="__module.model.layers.11.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2749" name="__module.model.layers.11.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48825,13 +40496,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3194" name="Constant_29686" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="2750" name="Constant_29717" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3195" name="__module.model.layers.11.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="2751" name="__module.model.layers.11.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48852,7 +40523,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3196" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="2752" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48870,7 +40541,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3197" name="__module.model.layers.11.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2753" name="__module.model.layers.11.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48895,7 +40566,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3198" name="__module.model.layers.11.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2754" name="__module.model.layers.11.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48920,86 +40591,322 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3199" name="__module.model.layers.11.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
+		<layer id="2755" name="self.model.layers.11.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1731080416" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
+			</output>
+		</layer>
+		<layer id="2756" name="Convert_312240" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2314">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3200" name="Constant_222674" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
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-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3201" name="Constant_222673" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2757" name="self.model.layers.11.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1733177568" size="16384" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3202" name="__module.model.layers.11.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3203" name="__module.model.layers.11.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="2758" name="Convert_312242" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2315,2320" />
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3204" name="__module.model.layers.11.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
+		<layer id="2759" name="self.model.layers.11.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2760" name="self.model.layers.11.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1733193952" size="65536" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2761" name="self.model.layers.11.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2762" name="Constant_312247" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2763" name="Reshape_312248" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2764" name="self.model.layers.11.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2765" name="__module.model.layers.11.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2264,key_states.49">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2766" name="Constant_268415" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2767" name="__module.model.layers.11.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2271">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2768" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2769" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2272,key_states.51">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2770" name="__module.model.layers.11.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2314">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2771" name="Constant_237193" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2772" name="Constant_237192" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2773" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2774" name="__module.model.layers.11.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2775" name="__module.model.layers.11.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="2315,2320" />
+			</output>
+		</layer>
+		<layer id="2776" name="__module.model.layers.11.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
 				<port id="1" precision="I64" />
 			</input>
 			<output>
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3205" name="__module.model.layers.11.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2777" name="__module.model.layers.11.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -49007,19 +40914,21 @@
 				<port id="1" precision="I64" names="2317,2318,2322,2323" />
 			</output>
 		</layer>
-		<layer id="3206" name="__module.model.layers.11.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2778" name="Constant_267017" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3207" name="__module.model.layers.11.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="2779" name="__module.model.layers.11.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -49027,18 +40936,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3208" name="Constant_222672" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2780" name="Constant_237191" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3209" name="ScatterUpdate_222675" type="ScatterUpdate" version="opset3">
+		<layer id="2781" name="ScatterUpdate_237194" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -49059,29 +40965,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3210" name="Constant_222678" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2782" name="Constant_237197" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3211" name="Constant_222681" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2783" name="Constant_237200" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3212" name="__module.model.layers.11.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="2784" name="__module.model.layers.11.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49109,32 +41009,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3213" name="Constant_243857_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="2785" name="Constant_258510" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3214" name="Constant_243857" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -49142,7 +41020,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3215" name="__module.model.layers.11.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2786" name="__module.model.layers.11.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49167,29 +41045,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3216" name="Constant_222726" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2787" name="Constant_237245" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3217" name="Constant_222731" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2788" name="Constant_237250" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3218" name="__module.model.layers.11.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="2789" name="__module.model.layers.11.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49217,7 +41089,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3219" name="__module.model.layers.11.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2790" name="__module.model.layers.11.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49242,7 +41114,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3220" name="__module.model.layers.11.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2791" name="__module.model.layers.11.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49267,7 +41139,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3221" name="__module.model.layers.11.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2792" name="__module.model.layers.11.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49292,7 +41164,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3222" name="__module.model.layers.11.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2793" name="__module.model.layers.11.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49317,7 +41189,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3223" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="2794" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49337,43 +41209,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3224" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3225" name="Constant_212133" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2795" name="Constant_268017" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3226" name="__module.model.layers.11.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2796" name="Constant_268018" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3227" name="__module.model.layers.11.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="2797" name="Gather_268019" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49382,7 +41232,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="2334">
@@ -49390,74 +41240,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3228" name="__module.model.layers.11.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3229" name="__module.model.layers.11.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="2798" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2335" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3230" name="Constant_169646" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2799" name="Constant_268784" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3231" name="__module.model.layers.11.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2800" name="__module.model.layers.11.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2801" name="__module.model.layers.11.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="2335">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2802" name="Constant_216494" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3232" name="Constant_213025" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2803" name="Constant_227412" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3233" name="Constant_213026" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2804" name="Constant_227413" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3234" name="Gather_213027" type="Gather" version="opset8">
+		<layer id="2805" name="Gather_227414" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49474,7 +41326,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3235" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="2806" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49496,19 +41348,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3236" name="__module.model.layers.11.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3237" name="__module.model.layers.11.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="2807" name="__module.model.layers.11.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49526,73 +41366,27 @@
 				<port id="2" precision="FP32" names="2345,hidden_states.343">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3238" name="__module.model.layers.11.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="2346,2347" />
-			</output>
-		</layer>
-		<layer id="3239" name="Constant_169649" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3240" name="__module.model.layers.11.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2808" name="Constant_268416" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3241" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2348">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3242" name="__module.model.layers.11.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2809" name="__module.model.layers.11.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -49609,49 +41403,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3243" name="Constant_275245_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="2810" name="Constant_304791" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="3244" name="Constant_275245" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3245" name="Constant_275238" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="2811" name="Constant_304784" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3246" name="Constant_275240" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="2812" name="Constant_304786" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3247" name="Constant_275242" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="2813" name="Constant_304788" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3248" name="Concat_275243" type="Concat" version="opset1">
+		<layer id="2814" name="Concat_304789" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49673,7 +41455,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3249" name="Broadcast_275246" type="Broadcast" version="opset3">
+		<layer id="2815" name="Broadcast_304792" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -49690,7 +41472,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3250" name="ReadValue_269191" type="ReadValue" version="opset6">
+		<layer id="2816" name="ReadValue_298502" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.11.valuepresent.11.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49709,13 +41491,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3251" name="Constant_263428" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="2817" name="Constant_292504" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3252" name="Gather_263429" type="Gather" version="opset8">
+		<layer id="2818" name="Gather_292505" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49738,126 +41520,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3253" name="self.model.layers.11.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="1396013136" size="2097152" />
+		<layer id="2819" name="self.model.layers.11.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="1733259488" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3254" name="Convert_20914" type="Convert" version="opset1">
+		<layer id="2820" name="Convert_312230" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3255" name="self.model.layers.11.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="259512376" size="1" />
+		<layer id="2821" name="self.model.layers.11.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="1737453792" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3256" name="Convert_20916" type="Convert" version="opset1">
+		<layer id="2822" name="Convert_312233" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3257" name="self.model.layers.11.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2823" name="self.model.layers.11.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3258" name="self.model.layers.11.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="1398110288" size="65536" />
+		<layer id="2824" name="self.model.layers.11.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="1737454816" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3259" name="self.model.layers.11.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2825" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="3260" name="Constant_20921" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3261" name="Reshape_20922" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -49865,11 +41615,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3262" name="self.model.layers.11.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="2826" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -49883,7 +41630,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3263" name="__module.model.layers.11.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2827" name="__module.model.layers.11.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49904,8 +41651,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3264" name="__module.model.layers.11.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2828" name="Constant_268417" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2829" name="__module.model.layers.11.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49925,15 +41680,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3265" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2830" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3266" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2831" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49954,7 +41709,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3267" name="__module.model.layers.11.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2832" name="__module.model.layers.11.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49979,7 +41734,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3268" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="2833" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49999,7 +41754,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3269" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="2834" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50015,27 +41770,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3270" name="Constant_212142" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2835" name="Constant_268787" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3271" name="__module.model.layers.11.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2836" name="__module.model.layers.11.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3272" name="__module.model.layers.11.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="2837" name="__module.model.layers.11.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -50047,79 +41796,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2350">
+				<port id="3" precision="I64" names="2351">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3273" name="__module.model.layers.11.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3274" name="__module.model.layers.11.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2351" />
-			</output>
-		</layer>
-		<layer id="3275" name="Constant_169651" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2838" name="Constant_216512" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3276" name="__module.model.layers.11.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			</input>
-			<output>
-				<port id="2" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="3277" name="Constant_213035" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2839" name="Constant_227422" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3278" name="Constant_213036" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2840" name="Constant_227423" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3279" name="Gather_213037" type="Gather" version="opset8">
+		<layer id="2841" name="Gather_227424" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -50136,7 +41840,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3280" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="2842" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -50158,19 +41862,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3281" name="__module.model.layers.11.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3282" name="__module.model.layers.11.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="2843" name="__module.model.layers.11.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50188,73 +41880,27 @@
 				<port id="2" precision="FP32" names="2361,hidden_states.347">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3283" name="__module.model.layers.11.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="2362,2363" />
-			</output>
-		</layer>
-		<layer id="3284" name="Constant_169654" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3285" name="__module.model.layers.11.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2844" name="Constant_268418" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3286" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2364">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3287" name="__module.model.layers.11.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2845" name="__module.model.layers.11.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -50271,7 +41917,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3288" name="__module.model.layers.11.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2846" name="__module.model.layers.11.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50294,7 +41940,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -50308,15 +41954,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3289" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2847" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3290" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2848" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -50337,24 +41983,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3291" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2849" name="Constant_268419" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="2369">
+				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3292" name="__module.model.layers.11.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2850" name="__module.model.layers.11.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -50374,126 +42012,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3293" name="self.model.layers.11.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
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 		</layer>
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 			<input>
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-			<data element_type="u4" shape="1" offset="268826697" size="1" />
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 		</layer>
-		<layer id="3296" name="Convert_20946" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
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 		</layer>
-		<layer id="3297" name="self.model.layers.11.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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-			<data element_type="f16" shape="4096, 32, 1" offset="1406564432" size="262144" />
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+			<data element_type="f16" shape="4096, 1" offset="1754238176" size="8192" />
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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@@ -50501,11 +42107,8 @@
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 		</layer>
-		<layer id="3302" name="self.model.layers.11.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="2858" name="self.model.layers.11.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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@@ -50519,7 +42122,7 @@
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-		<layer id="3303" name="__module.model.layers.11.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2859" name="__module.model.layers.11.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -50540,7 +42143,7 @@
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 			</output>
 		</layer>
-		<layer id="3304" name="__module.model.layers.11/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -50562,97 +42165,37 @@
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-			<data element_type="f16" shape="1, 1, 4096" offset="1406826576" size="8192" />
+		<layer id="2861" name="Constant_258514" type="Const" version="opset1">
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 			<output>
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-		<layer id="3306" name="Constant_243861" type="Convert" version="opset1">
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-			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>4096</dim>
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 			</output>
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-		<layer id="3308" name="Constant_243860" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="2862" name="Constant_258513" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
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 					<dim>1</dim>
 					<dim>1</dim>
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-		<layer id="3310" name="Constant_243858" type="Convert" version="opset1">
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-			<rt_info>
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-			</input>
+		<layer id="2863" name="Constant_258511" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="2864" name="__module.model.layers.11.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50674,15 +42217,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3312" name="Constant_8405" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="2865" name="Constant_8405" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" names="2381">
 					<dim>1</dim>
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 		</layer>
-		<layer id="3313" name="__module.model.layers.11.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2866" name="__module.model.layers.11.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50702,37 +42245,17 @@
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 		</layer>
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-		<layer id="3315" name="Constant_243859" type="Convert" version="opset1">
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+		<layer id="2867" name="Constant_258512" type="Const" version="opset1">
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 					<dim>1</dim>
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 		</layer>
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+		<layer id="2868" name="__module.model.layers.11.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50754,7 +42277,7 @@
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 			</output>
 		</layer>
-		<layer id="3317" name="__module.model.layers.11.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2869" name="__module.model.layers.11.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -50770,7 +42293,7 @@
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 			</output>
 		</layer>
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+		<layer id="2870" name="__module.model.layers.11.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50792,7 +42315,7 @@
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 			</output>
 		</layer>
-		<layer id="3319" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2871" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50814,7 +42337,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3320" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50836,8 +42359,8 @@
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 			</output>
 		</layer>
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+		<layer id="2873" name="self.model.layers.11.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -50846,7 +42369,7 @@
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 			</output>
 		</layer>
-		<layer id="3322" name="Convert_20964" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -50863,28 +42386,34 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="2875" name="self.model.layers.11.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1783622880" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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 			</output>
 		</layer>
-		<layer id="3324" name="Convert_20966" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
-		<layer id="3325" name="self.model.layers.11.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -50893,6 +42422,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
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@@ -50904,8 +42435,8 @@
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 		</layer>
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-			<data element_type="f16" shape="14336, 32, 1" offset="1436194896" size="917504" />
+		<layer id="2878" name="self.model.layers.11.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -50914,7 +42445,7 @@
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 			</output>
 		</layer>
-		<layer id="3327" name="self.model.layers.11.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2879" name="self.model.layers.11.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -50936,15 +42467,15 @@
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-		<layer id="3328" name="Constant_20971" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="2880" name="Constant_312291" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="3329" name="Reshape_20972" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -50963,11 +42494,8 @@
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 			</output>
 		</layer>
-		<layer id="3330" name="self.model.layers.11.mlp.gate_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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@@ -51002,7 +42530,7 @@
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@@ -51018,8 +42546,8 @@
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@@ -51028,7 +42556,7 @@
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@@ -51045,58 +42573,34 @@
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-			<data element_type="u4" shape="1" offset="454187084" size="1" />
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 				<port id="0" precision="U4">
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-			<output>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -51118,15 +42622,47 @@
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-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="2890" name="self.model.layers.11.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1814359264" size="917504" />
+			<output>
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+					<dim>32</dim>
+					<dim>1</dim>
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+		<layer id="2891" name="self.model.layers.11.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="2892" name="Constant_312280" type="Const" version="opset1">
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-		<layer id="3341" name="Reshape_20962" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -51145,11 +42681,8 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
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@@ -51163,7 +42696,7 @@
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 		</layer>
-		<layer id="3343" name="__module.model.layers.11.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -51184,7 +42717,7 @@
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 			</output>
 		</layer>
-		<layer id="3344" name="__module.model.layers.11.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -51206,8 +42739,8 @@
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-			<data element_type="u4" shape="4096, 112, 128" offset="1467390032" size="29360128" />
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@@ -51216,7 +42749,7 @@
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 			</output>
 		</layer>
-		<layer id="3346" name="Convert_20974" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -51233,28 +42766,34 @@
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-			<data element_type="u4" shape="1" offset="833566799" size="1" />
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 			<output>
 				<port id="0" precision="U4">
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+					<dim>112</dim>
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 			</output>
 		</layer>
-		<layer id="3348" name="Convert_20976" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>112</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="3349" name="self.model.layers.11.mlp.down_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -51263,6 +42802,8 @@
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 				</port>
 				<port id="1" precision="FP16">
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@@ -51274,8 +42815,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="1496750160" size="917504" />
+		<layer id="2902" name="self.model.layers.11.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -51284,7 +42825,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -51306,15 +42847,15 @@
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-			<data element_type="i64" shape="2" offset="260429881" size="16" />
+		<layer id="2904" name="Constant_312302" type="Const" version="opset1">
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-		<layer id="3353" name="Reshape_20982" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -51333,11 +42874,8 @@
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 			</output>
 		</layer>
-		<layer id="3354" name="self.model.layers.11.mlp.down_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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 			<input>
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@@ -51351,7 +42889,7 @@
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 		</layer>
-		<layer id="3355" name="__module.model.layers.11.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -51372,7 +42910,7 @@
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 			</output>
 		</layer>
-		<layer id="3356" name="__module.model.layers.11/aten::add/Add_1" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -51394,97 +42932,37 @@
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-			<data element_type="f16" shape="1, 1, 4096" offset="1497667664" size="8192" />
+		<layer id="2909" name="Constant_258518" type="Const" version="opset1">
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 			<output>
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-		<layer id="3358" name="Constant_243865" type="Convert" version="opset1">
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>4096</dim>
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-		<layer id="3360" name="Constant_243864" type="Convert" version="opset1">
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
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 			<output>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -51506,15 +42984,15 @@
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-		<layer id="3364" name="Constant_8476" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
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-		<layer id="3365" name="__module.model.layers.12.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<input>
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@@ -51534,37 +43012,17 @@
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@@ -51586,7 +43044,7 @@
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 		</layer>
-		<layer id="3369" name="__module.model.layers.12.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2917" name="__module.model.layers.12.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51602,7 +43060,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3370" name="__module.model.layers.12.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2918" name="__module.model.layers.12.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51624,7 +43082,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3371" name="__module.model.layers.12.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2919" name="__module.model.layers.12.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51646,7 +43104,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3372" name="__module.model.layers.12.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2920" name="__module.model.layers.12.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51668,8 +43126,8 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="1497675856" size="8388608" />
+		<layer id="2921" name="self.model.layers.12.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1845800160" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -51678,7 +43136,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3374" name="Convert_21004" type="Convert" version="opset1">
+		<layer id="2922" name="Convert_312328" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -51695,28 +43153,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3375" name="self.model.layers.12.self_attn.q_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="2923" name="self.model.layers.12.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1854188768" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3376" name="Convert_21006" type="Convert" version="opset1">
+		<layer id="2924" name="Convert_312330" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3377" name="self.model.layers.12.self_attn.q_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2925" name="self.model.layers.12.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -51725,6 +43189,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -51736,8 +43202,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3378" name="self.model.layers.12.self_attn.q_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1506064464" size="262144" />
+		<layer id="2926" name="self.model.layers.12.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1854254304" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -51746,7 +43212,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3379" name="self.model.layers.12.self_attn.q_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2927" name="self.model.layers.12.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -51768,15 +43234,15 @@
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 			</output>
 		</layer>
-		<layer id="3380" name="Constant_21011" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="2928" name="Constant_312335" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3381" name="Reshape_21012" type="Reshape" version="opset1">
+		<layer id="2929" name="Reshape_312336" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -51795,11 +43261,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3382" name="self.model.layers.12.self_attn.q_proj.weight" type="Convert" version="opset1">
+		<layer id="2930" name="self.model.layers.12.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -51813,7 +43276,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3383" name="__module.model.layers.12.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2931" name="__module.model.layers.12.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51834,79 +43297,16 @@
 				</port>
 			</output>
 		</layer>
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-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-			<output>
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-			</output>
-		</layer>
-		<layer id="3385" name="Constant_213050" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2932" name="Constant_268420" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
 			<output>
 				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3386" name="Constant_213051" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
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-			<output>
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-		</layer>
-		<layer id="3387" name="Gather_213052" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
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-				</port>
-			</output>
-		</layer>
-		<layer id="3388" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-			<output>
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 				</port>
 			</output>
 		</layer>
-		<layer id="3389" name="__module.model.layers.12.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2933" name="__module.model.layers.12.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51926,15 +43326,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3390" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="2934" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3391" name="__module.model.layers.12.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="2935" name="__module.model.layers.12.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51955,272 +43355,133 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3392" name="self.model.layers.12.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="139835237" size="8388608" />
+		<layer id="2936" name="self.model.layers.12.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.12.self_attn.rotary_emb.cos_cached">
+				<port id="0" precision="FP32" names="self.model.layers.12.self_attn.rotary_emb.cos_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3393" name="self.model.layers.12.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
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-		<layer id="3394" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2937" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="1506326608" size="2097152" />
+		<layer id="2938" name="Constant_304830" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="U4">
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-					<dim>32</dim>
-					<dim>128</dim>
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+				<port id="0" precision="FP32" />
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 		</layer>
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-			<input>
-				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-			</input>
+		<layer id="2939" name="Constant_304823" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="2940" name="Constant_304825" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="I64">
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 				</port>
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 		</layer>
-		<layer id="3398" name="Convert_20996" type="Convert" version="opset1">
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-			<input>
-				<port id="0" precision="U4">
-					<dim>1</dim>
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-			</input>
+		<layer id="2941" name="Constant_304827" type="Const" version="opset1">
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 			<output>
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 				</port>
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 		</layer>
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-			<data auto_broadcast="numpy" />
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+			<data axis="0" />
 			<input>
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-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="FP16">
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-					<dim>32</dim>
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-				<port id="0" precision="FP16">
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-					<dim>32</dim>
-					<dim>128</dim>
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-					<dim>32</dim>
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 			<output>
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+			<data mode="numpy" />
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-					<dim>32</dim>
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 					<dim>-1</dim>
 					<dim>8</dim>
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@@ -52244,237 +43505,62 @@
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-				<port id="0" precision="I64">
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-				<port id="1" precision="I32" />
 			</input>
 			<output>
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="2952" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="2953" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52498,13 +43584,13 @@
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 			</output>
 		</layer>
-		<layer id="3431" name="Constant_29689" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="2954" name="Constant_29720" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3432" name="__module.model.layers.12.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="2955" name="__module.model.layers.12.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52525,7 +43611,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3433" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="2956" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52543,7 +43629,7 @@
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 			</output>
 		</layer>
-		<layer id="3434" name="__module.model.layers.12.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2957" name="__module.model.layers.12.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52568,29 +43654,23 @@
 				</port>
 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2958" name="Constant_237368" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2959" name="Constant_237367" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3437" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2960" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52606,16 +43686,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3438" name="__module.model.layers.12.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2961" name="__module.model.layers.12.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3439" name="__module.model.layers.12.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2962" name="__module.model.layers.12.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -52628,7 +43705,7 @@
 				<port id="3" precision="I64" names="2469,2474" />
 			</output>
 		</layer>
-		<layer id="3440" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2963" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -52638,7 +43715,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3441" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2964" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -52646,19 +43723,21 @@
 				<port id="1" precision="I64" names="2471,2472,2476,2477" />
 			</output>
 		</layer>
-		<layer id="3442" name="__module.model.layers.12.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2965" name="Constant_267027" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3443" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="2966" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -52666,18 +43745,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3444" name="Constant_222847" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2967" name="Constant_237366" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3445" name="ScatterUpdate_222850" type="ScatterUpdate" version="opset3">
+		<layer id="2968" name="ScatterUpdate_237369" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -52698,29 +43774,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3446" name="Constant_222853" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2969" name="Constant_237372" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3447" name="Constant_222856" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2970" name="Constant_237375" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3448" name="__module.model.layers.12.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="2971" name="__module.model.layers.12.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52748,32 +43818,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3449" name="Constant_243866_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="3450" name="Constant_243866" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="2972" name="Constant_258519" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -52781,7 +43829,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3451" name="__module.model.layers.12.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2973" name="__module.model.layers.12.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52806,29 +43854,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3452" name="Constant_222901" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2974" name="Constant_237420" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3453" name="Constant_222906" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2975" name="Constant_237425" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3454" name="__module.model.layers.12.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2976" name="__module.model.layers.12.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52856,7 +43898,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3455" name="__module.model.layers.12.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2977" name="__module.model.layers.12.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52881,56 +43923,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3456" name="self.model.layers.12.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
+		<layer id="2978" name="self.model.layers.12.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.12.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3457" name="self.model.layers.12.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.12.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3458" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2979" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3459" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="2980" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3460" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2981" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52954,13 +43972,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3461" name="Constant_29692" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="2982" name="Constant_29723" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3462" name="__module.model.layers.12.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="2983" name="__module.model.layers.12.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52981,7 +43999,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3463" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="2984" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52999,7 +44017,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3464" name="__module.model.layers.12.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2985" name="__module.model.layers.12.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53024,7 +44042,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3465" name="__module.model.layers.12.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2986" name="__module.model.layers.12.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53049,7 +44067,236 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3466" name="__module.model.layers.12.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2987" name="self.model.layers.12.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1854516448" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2988" name="Convert_312317" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2989" name="self.model.layers.12.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1856613600" size="16384" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2990" name="Convert_312319" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2991" name="self.model.layers.12.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2992" name="self.model.layers.12.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1856629984" size="65536" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2993" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2994" name="Constant_312324" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2995" name="Reshape_312325" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2996" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2997" name="__module.model.layers.12.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2434,key_states.53">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2998" name="Constant_268421" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2999" name="__module.model.layers.12.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2441">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3000" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3001" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2442,key_states.55">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3002" name="__module.model.layers.12.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53074,38 +44321,45 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3467" name="Constant_222950" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3003" name="Constant_237469" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3468" name="Constant_222949" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3004" name="Constant_237468" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3469" name="__module.model.layers.12.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3005" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3006" name="__module.model.layers.12.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3470" name="__module.model.layers.12.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="3007" name="__module.model.layers.12.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -53118,7 +44372,7 @@
 				<port id="3" precision="I64" names="2485,2490" />
 			</output>
 		</layer>
-		<layer id="3471" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3008" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -53128,7 +44382,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3472" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3009" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -53136,19 +44390,21 @@
 				<port id="1" precision="I64" names="2487,2488,2492,2493" />
 			</output>
 		</layer>
-		<layer id="3473" name="__module.model.layers.12.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3010" name="Constant_267029" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3474" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="3011" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -53156,18 +44412,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3475" name="Constant_222948" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3012" name="Constant_237467" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3476" name="ScatterUpdate_222951" type="ScatterUpdate" version="opset3">
+		<layer id="3013" name="ScatterUpdate_237470" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -53188,29 +44441,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3477" name="Constant_222954" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3014" name="Constant_237473" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3478" name="Constant_222957" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3015" name="Constant_237476" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3479" name="__module.model.layers.12.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="3016" name="__module.model.layers.12.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53238,32 +44485,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3480" name="Constant_243867_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="3017" name="Constant_258520" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3481" name="Constant_243867" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -53271,7 +44496,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3482" name="__module.model.layers.12.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3018" name="__module.model.layers.12.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53296,29 +44521,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3483" name="Constant_223002" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3019" name="Constant_237521" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3484" name="Constant_223007" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3020" name="Constant_237526" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3485" name="__module.model.layers.12.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="3021" name="__module.model.layers.12.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53346,7 +44565,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3486" name="__module.model.layers.12.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3022" name="__module.model.layers.12.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53371,7 +44590,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3487" name="__module.model.layers.12.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3023" name="__module.model.layers.12.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53396,7 +44615,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3488" name="__module.model.layers.12.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3024" name="__module.model.layers.12.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53421,7 +44640,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3489" name="__module.model.layers.12.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3025" name="__module.model.layers.12.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53446,7 +44665,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3490" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="3026" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -53466,43 +44685,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3491" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3492" name="Constant_212157" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3027" name="Constant_268033" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3493" name="__module.model.layers.12.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3028" name="Constant_268034" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3494" name="__module.model.layers.12.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="3029" name="Gather_268035" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -53511,7 +44708,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="2504">
@@ -53519,74 +44716,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3495" name="__module.model.layers.12.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3496" name="__module.model.layers.12.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="3030" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2505" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3497" name="Constant_169658" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3031" name="Constant_268793" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3498" name="__module.model.layers.12.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3032" name="__module.model.layers.12.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3033" name="__module.model.layers.12.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="2505">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3499" name="Constant_213060" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3034" name="Constant_216530" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3035" name="Constant_227447" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3500" name="Constant_213061" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3036" name="Constant_227448" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3501" name="Gather_213062" type="Gather" version="opset8">
+		<layer id="3037" name="Gather_227449" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -53603,7 +44802,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3502" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="3038" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -53625,19 +44824,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3503" name="__module.model.layers.12.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3504" name="__module.model.layers.12.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="3039" name="__module.model.layers.12.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53655,73 +44842,27 @@
 				<port id="2" precision="FP32" names="2515,hidden_states.373">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3505" name="__module.model.layers.12.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="2516,2517" />
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="3040" name="Constant_268422" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-		<layer id="3509" name="__module.model.layers.12.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3041" name="__module.model.layers.12.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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@@ -53738,49 +44879,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3510" name="Constant_275271_compressed" type="Const" version="opset1">
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-		<layer id="3511" name="Constant_275271" type="Convert" version="opset1">
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-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="3042" name="Constant_304817" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
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+				<port id="0" precision="FP32" />
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-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="3043" name="Constant_304810" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
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 		</layer>
-		<layer id="3513" name="Constant_275266" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="3044" name="Constant_304812" type="Const" version="opset1">
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 		</layer>
-		<layer id="3514" name="Constant_275268" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="3045" name="Constant_304814" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3515" name="Concat_275269" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -53802,7 +44931,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3516" name="Broadcast_275272" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -53819,7 +44948,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3517" name="ReadValue_269195" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.12.valuepresent.12.value" variable_type="f32" variable_shape="?,8,?,128" />
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 				<port id="0" precision="FP32">
@@ -53838,13 +44967,13 @@
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 			</output>
 		</layer>
-		<layer id="3518" name="Constant_263434" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="3049" name="Constant_292510" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
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 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3519" name="Gather_263435" type="Gather" version="opset8">
+		<layer id="3050" name="Gather_292511" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53867,126 +44996,94 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="1508489296" size="2097152" />
+		<layer id="3051" name="self.model.layers.12.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="1856695520" size="4194304" />
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 					<dim>1024</dim>
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-					<dim>128</dim>
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 		</layer>
-		<layer id="3521" name="Convert_20984" type="Convert" version="opset1">
+		<layer id="3052" name="Convert_312307" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
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-					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="259512376" size="1" />
+		<layer id="3053" name="self.model.layers.12.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="1860889824" size="1024" />
 			<output>
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+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3523" name="Convert_20986" type="Convert" version="opset1">
+		<layer id="3054" name="Convert_312310" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3524" name="self.model.layers.12.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3055" name="self.model.layers.12.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="1510586448" size="65536" />
+		<layer id="3056" name="self.model.layers.12.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="1860890848" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="3057" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="3527" name="Constant_20991" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3528" name="Reshape_20992" type="Reshape" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
-					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -53994,11 +45091,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3529" name="self.model.layers.12.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="3058" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -54012,7 +45106,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3530" name="__module.model.layers.12.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3059" name="__module.model.layers.12.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54033,8 +45127,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3531" name="__module.model.layers.12.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3060" name="Constant_268423" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3061" name="__module.model.layers.12.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54054,15 +45156,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3532" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3062" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3533" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3063" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54083,7 +45185,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3534" name="__module.model.layers.12.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3064" name="__module.model.layers.12.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54108,7 +45210,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3535" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="3065" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54128,7 +45230,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3536" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="3066" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54144,27 +45246,21 @@
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 			</output>
 		</layer>
-		<layer id="3537" name="Constant_212166" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3067" name="Constant_268796" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3538" name="__module.model.layers.12.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3068" name="__module.model.layers.12.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3539" name="__module.model.layers.12.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="3069" name="__module.model.layers.12.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -54176,79 +45272,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2520">
+				<port id="3" precision="I64" names="2521">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3540" name="__module.model.layers.12.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-				<attribute name="precise" version="0" />
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-			<output>
-				<port id="0" precision="I32" />
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-		<layer id="3541" name="__module.model.layers.12.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64" />
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-			<output>
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-		<layer id="3542" name="Constant_169663" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3070" name="Constant_216548" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3543" name="__module.model.layers.12.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
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-				<port id="1" precision="I64">
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-		<layer id="3544" name="Constant_213070" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="3071" name="Constant_227457" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3545" name="Constant_213071" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3072" name="Constant_227458" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3546" name="Gather_213072" type="Gather" version="opset8">
+		<layer id="3073" name="Gather_227459" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -54265,7 +45316,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3547" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="3074" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -54287,19 +45338,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3548" name="__module.model.layers.12.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
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-				<port id="0" precision="I64">
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-			<output>
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-		</layer>
-		<layer id="3549" name="__module.model.layers.12.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="3075" name="__module.model.layers.12.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54317,73 +45356,27 @@
 				<port id="2" precision="FP32" names="2531,hidden_states.377">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3550" name="__module.model.layers.12.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" names="2532,2533" />
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-		<layer id="3551" name="Constant_169666" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3076" name="Constant_268424" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
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-		<layer id="3552" name="__module.model.layers.12.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
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-		</layer>
-		<layer id="3553" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-			<output>
-				<port id="3" precision="I64" names="2534">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3554" name="__module.model.layers.12.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3077" name="__module.model.layers.12.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -54400,7 +45393,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3555" name="__module.model.layers.12.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3078" name="__module.model.layers.12.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54423,7 +45416,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -54437,15 +45430,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3556" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3079" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3557" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3080" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54466,24 +45459,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3558" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="3081" name="Constant_268425" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="2539">
+				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3559" name="__module.model.layers.12.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3082" name="__module.model.layers.12.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54503,8 +45488,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3560" name="self.model.layers.12.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1510651984" size="8388608" />
+		<layer id="3083" name="self.model.layers.12.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1860892896" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -54513,7 +45498,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3561" name="Convert_21014" type="Convert" version="opset1">
+		<layer id="3084" name="Convert_312339" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -54530,28 +45515,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3562" name="self.model.layers.12.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="3085" name="self.model.layers.12.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1869281504" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3563" name="Convert_21016" type="Convert" version="opset1">
+		<layer id="3086" name="Convert_312341" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3564" name="self.model.layers.12.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3087" name="self.model.layers.12.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -54560,6 +45551,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -54571,8 +45564,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3565" name="self.model.layers.12.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1519040592" size="262144" />
+		<layer id="3088" name="self.model.layers.12.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1869347040" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -54581,7 +45574,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3566" name="self.model.layers.12.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3089" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -54603,15 +45596,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3567" name="Constant_21021" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="3090" name="Constant_312346" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3568" name="Reshape_21022" type="Reshape" version="opset1">
+		<layer id="3091" name="Reshape_312347" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -54630,11 +45623,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3569" name="self.model.layers.12.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="3092" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -54648,7 +45638,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3570" name="__module.model.layers.12.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3093" name="__module.model.layers.12.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54669,7 +45659,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3571" name="__module.model.layers.12/aten::add/Add" type="Add" version="opset1">
+		<layer id="3094" name="__module.model.layers.12/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54691,97 +45681,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3572" name="Constant_243871_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="1519302736" size="8192" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3573" name="Constant_243871" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="3095" name="Constant_258524" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1869609184" size="16384" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3574" name="Constant_243870_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
+		<layer id="3096" name="Constant_258523" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="3575" name="Constant_243870" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			<output>
-				<port id="1" precision="FP32">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="3576" name="Constant_243868_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
-			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3577" name="Constant_243868" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</input>
+		<layer id="3097" name="Constant_258521" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3578" name="__module.model.layers.12.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3098" name="__module.model.layers.12.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54803,15 +45733,15 @@
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 			</output>
 		</layer>
-		<layer id="3579" name="Constant_9081" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="3099" name="Constant_9081" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64" names="2551">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="3580" name="__module.model.layers.12.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3100" name="__module.model.layers.12.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54831,37 +45761,17 @@
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 			</output>
 		</layer>
-		<layer id="3581" name="Constant_243869_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184426" size="2" />
+		<layer id="3101" name="Constant_258522" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
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-		<layer id="3582" name="Constant_243869" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3583" name="__module.model.layers.12.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3102" name="__module.model.layers.12.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -54883,7 +45793,7 @@
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 		</layer>
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+		<layer id="3103" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54899,7 +45809,7 @@
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 		</layer>
-		<layer id="3585" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3104" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -54921,7 +45831,7 @@
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 		</layer>
-		<layer id="3586" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3105" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54943,7 +45853,7 @@
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 			</output>
 		</layer>
-		<layer id="3587" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3106" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54965,8 +45875,8 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="1519310928" size="29360128" />
+		<layer id="3107" name="self.model.layers.12.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1869625568" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -54975,7 +45885,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3589" name="Convert_21034" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -54992,28 +45902,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3590" name="self.model.layers.12.mlp.gate_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="3109" name="self.model.layers.12.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1898985696" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3591" name="Convert_21036" type="Convert" version="opset1">
+		<layer id="3110" name="Convert_312363" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="3592" name="self.model.layers.12.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3111" name="self.model.layers.12.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -55022,6 +45938,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -55033,8 +45951,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3593" name="self.model.layers.12.mlp.gate_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="1548671056" size="917504" />
+		<layer id="3112" name="self.model.layers.12.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1899215072" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -55043,7 +45961,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3594" name="self.model.layers.12.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3113" name="self.model.layers.12.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -55065,15 +45983,15 @@
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 		</layer>
-		<layer id="3595" name="Constant_21041" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="3114" name="Constant_312368" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="227161280" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3596" name="Reshape_21042" type="Reshape" version="opset1">
+		<layer id="3115" name="Reshape_312369" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -55092,11 +46010,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3597" name="self.model.layers.12.mlp.gate_proj.weight" type="Convert" version="opset1">
+		<layer id="3116" name="self.model.layers.12.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -55110,7 +46025,7 @@
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 			</output>
 		</layer>
-		<layer id="3598" name="__module.model.layers.12.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3117" name="__module.model.layers.12.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55131,7 +46046,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3599" name="__module.model.layers.12.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="3118" name="__module.model.layers.12.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55147,126 +46062,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3600" name="self.model.layers.12.mlp.up_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="1549588560" size="29360128" />
+		<layer id="3119" name="self.model.layers.12.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="14336, 4096" offset="1900132576" size="58720256" />
 			<output>
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 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3601" name="Convert_21024" type="Convert" version="opset1">
+		<layer id="3120" name="Convert_312351" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>14336</dim>
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-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="3602" name="self.model.layers.12.mlp.up_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="259512376" size="1" />
+		<layer id="3121" name="self.model.layers.12.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="14336, 1" offset="1958852832" size="14336" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3603" name="Convert_21026" type="Convert" version="opset1">
+		<layer id="3122" name="Convert_312354" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3604" name="self.model.layers.12.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3123" name="self.model.layers.12.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="3605" name="self.model.layers.12.mlp.up_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="1578948688" size="917504" />
+		<layer id="3124" name="self.model.layers.12.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 1" offset="1958867168" size="28672" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3606" name="self.model.layers.12.mlp.up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3125" name="self.model.layers.12.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
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 					<dim>1</dim>
 				</port>
 			</input>
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-					<dim>32</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="3607" name="Constant_21031" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3608" name="Reshape_21032" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
@@ -55274,11 +46157,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3609" name="self.model.layers.12.mlp.up_proj.weight" type="Convert" version="opset1">
+		<layer id="3126" name="self.model.layers.12.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -55292,7 +46172,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3610" name="__module.model.layers.12.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3127" name="__module.model.layers.12.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55313,7 +46193,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3611" name="__module.model.layers.12.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3128" name="__module.model.layers.12.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55335,8 +46215,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3612" name="self.model.layers.12.mlp.down_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 128" offset="1579866192" size="29360128" />
+		<layer id="3129" name="self.model.layers.12.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="1958895840" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -55345,7 +46225,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3613" name="Convert_21044" type="Convert" version="opset1">
+		<layer id="3130" name="Convert_312372" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -55362,28 +46242,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3614" name="self.model.layers.12.mlp.down_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="833566799" size="1" />
+		<layer id="3131" name="self.model.layers.12.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="1988255968" size="229376" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3615" name="Convert_21046" type="Convert" version="opset1">
+		<layer id="3132" name="Convert_312374" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3616" name="self.model.layers.12.mlp.down_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3133" name="self.model.layers.12.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -55392,6 +46278,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -55403,8 +46291,8 @@
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 		</layer>
-		<layer id="3617" name="self.model.layers.12.mlp.down_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 112, 1" offset="1609226320" size="917504" />
+		<layer id="3134" name="self.model.layers.12.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 112, 1" offset="1988485344" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -55413,7 +46301,7 @@
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 			</output>
 		</layer>
-		<layer id="3618" name="self.model.layers.12.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3135" name="self.model.layers.12.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -55435,15 +46323,15 @@
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-		<layer id="3619" name="Constant_21051" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="260429881" size="16" />
+		<layer id="3136" name="Constant_312379" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="316431568" size="16" />
 			<output>
 				<port id="0" precision="I64">
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-		<layer id="3620" name="Reshape_21052" type="Reshape" version="opset1">
+		<layer id="3137" name="Reshape_312380" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -55462,11 +46350,8 @@
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 			</output>
 		</layer>
-		<layer id="3621" name="self.model.layers.12.mlp.down_proj.weight" type="Convert" version="opset1">
+		<layer id="3138" name="self.model.layers.12.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -55480,7 +46365,7 @@
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@@ -55501,7 +46386,7 @@
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 			</output>
 		</layer>
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@@ -55523,97 +46408,37 @@
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-			<output>
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 					<dim>1</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -55635,15 +46460,15 @@
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-			<data element_type="i64" shape="1" offset="131184418" size="8" />
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 		</layer>
-		<layer id="3632" name="__module.model.layers.13.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3146" name="__module.model.layers.13.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -55663,37 +46488,17 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -55715,7 +46520,7 @@
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 			</output>
 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -55731,7 +46536,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -55753,7 +46558,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -55775,7 +46580,7 @@
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 			</output>
 		</layer>
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 			<input>
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@@ -55797,126 +46602,94 @@
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 			<input>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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-					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
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-					<dim>128</dim>
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-			<data element_type="f16" shape="4096, 32, 1" offset="1618540624" size="262144" />
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 				<port id="0" precision="FP16">
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 				<port id="1" precision="FP16">
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 			<output>
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@@ -55924,11 +46697,8 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -55942,7 +46712,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -55963,79 +46733,16 @@
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-				<port id="2" precision="I64" />
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 				<port id="0" precision="I64">
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-			<data special_zero="false" />
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+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -56055,15 +46762,15 @@
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3164" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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 		</layer>
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+		<layer id="3165" name="__module.model.layers.13.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -56084,360 +46791,54 @@
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+			<data element_type="i64" shape="1" offset="4" size="8" />
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 				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
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+		<layer id="3168" name="Constant_304856" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP32" />
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 		</layer>
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+		<layer id="3169" name="Constant_304849" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3683" name="Constant_275305" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="3170" name="Constant_304851" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="3684" name="Constant_275307" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="3171" name="Constant_304853" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3685" name="Concat_275308" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -56459,7 +46860,7 @@
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 			</output>
 		</layer>
-		<layer id="3686" name="Broadcast_275311" type="Broadcast" version="opset3">
+		<layer id="3173" name="Broadcast_304857" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -56476,7 +46877,7 @@
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 			</output>
 		</layer>
-		<layer id="3687" name="ReadValue_269197" type="ReadValue" version="opset6">
+		<layer id="3174" name="ReadValue_298508" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.13.keypresent.13.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56495,13 +46896,13 @@
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 			</output>
 		</layer>
-		<layer id="3688" name="Constant_263437" type="Const" version="opset1">
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+		<layer id="3175" name="Constant_292513" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3689" name="Gather_263438" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56524,7 +46925,7 @@
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 			</output>
 		</layer>
-		<layer id="3690" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56540,70 +46941,62 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="3178" name="Constant_268799" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
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+		</layer>
+		<layer id="3179" name="Constant_268045" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3692" name="__module.model.layers.13.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="3180" name="Gather_268046" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2618" />
+				<port id="3" precision="I64" names="2618">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3693" name="__module.model.layers.13.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="3181" name="__module.model.layers.13.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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-			<output>
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-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-		<layer id="3695" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="2617,2621,2622,kv_seq_len.27">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3696" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3182" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3697" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="3183" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56627,13 +47020,13 @@
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 			</output>
 		</layer>
-		<layer id="3698" name="Constant_29695" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="3184" name="Constant_29726" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3699" name="__module.model.layers.13.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="3185" name="__module.model.layers.13.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56654,7 +47047,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3700" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="3186" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -56672,7 +47065,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3701" name="__module.model.layers.13.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3187" name="__module.model.layers.13.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56697,29 +47090,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3702" name="Constant_223125" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3188" name="Constant_237644" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3703" name="Constant_223124" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3189" name="Constant_237643" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3704" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="3190" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56735,16 +47122,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3705" name="__module.model.layers.13.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3191" name="__module.model.layers.13.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3706" name="__module.model.layers.13.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3192" name="__module.model.layers.13.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -56757,7 +47141,7 @@
 				<port id="3" precision="I64" names="2639,2644" />
 			</output>
 		</layer>
-		<layer id="3707" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3193" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -56767,7 +47151,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3708" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3194" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -56775,19 +47159,21 @@
 				<port id="1" precision="I64" names="2641,2642,2646,2647" />
 			</output>
 		</layer>
-		<layer id="3709" name="__module.model.layers.13.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3195" name="Constant_267039" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3710" name="__module.model.layers.13.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="3196" name="__module.model.layers.13.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -56795,18 +47181,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3711" name="Constant_223123" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3197" name="Constant_237642" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3712" name="ScatterUpdate_223126" type="ScatterUpdate" version="opset3">
+		<layer id="3198" name="ScatterUpdate_237645" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -56827,29 +47210,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3713" name="Constant_223129" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3199" name="Constant_237648" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3714" name="Constant_223132" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3200" name="Constant_237651" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3715" name="__module.model.layers.13.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="3201" name="__module.model.layers.13.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56877,32 +47254,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3716" name="Constant_243876_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3717" name="Constant_243876" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="3202" name="Constant_258529" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -56910,7 +47265,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3718" name="__module.model.layers.13.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3203" name="__module.model.layers.13.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56935,29 +47290,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3719" name="Constant_223177" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3204" name="Constant_237696" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3720" name="Constant_223182" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3205" name="Constant_237701" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3721" name="__module.model.layers.13.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="3206" name="__module.model.layers.13.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56985,7 +47334,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3722" name="__module.model.layers.13.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3207" name="__module.model.layers.13.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57010,56 +47359,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3723" name="self.model.layers.13.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.13.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3724" name="self.model.layers.13.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="3208" name="self.model.layers.13.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.13.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3725" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3209" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3726" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3210" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3727" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="3211" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57083,13 +47408,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3728" name="Constant_29698" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="3212" name="Constant_29729" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3729" name="__module.model.layers.13.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="3213" name="__module.model.layers.13.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57110,7 +47435,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3730" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="3214" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -57128,7 +47453,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3731" name="__module.model.layers.13.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3215" name="__module.model.layers.13.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57153,7 +47478,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3732" name="__module.model.layers.13.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3216" name="__module.model.layers.13.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57178,129 +47503,364 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3733" name="__module.model.layers.13.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
+		<layer id="3217" name="self.model.layers.13.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2006208736" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
+			</output>
+		</layer>
+		<layer id="3218" name="Convert_312394" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2654">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3734" name="Constant_223226" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3735" name="Constant_223225" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3219" name="self.model.layers.13.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2008305888" size="16384" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3736" name="__module.model.layers.13.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3737" name="__module.model.layers.13.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="3220" name="Convert_312396" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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+					<dim>32</dim>
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 		</layer>
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+		<layer id="3221" name="self.model.layers.13.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
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+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP16">
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+					<dim>32</dim>
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+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
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+			<data element_type="f16" shape="1024, 32, 1" offset="2008322272" size="65536" />
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+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3741" name="__module.model.layers.13.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="3223" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
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-					<dim>1</dim>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3224" name="Constant_312401" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
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-				<port id="0" precision="I32">
-					<dim>1</dim>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="3743" name="ScatterUpdate_223227" type="ScatterUpdate" version="opset3">
+		<layer id="3225" name="Reshape_312402" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3226" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3227" name="__module.model.layers.13.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
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+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2604,key_states.57">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3228" name="Constant_268427" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3229" name="__module.model.layers.13.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2611">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3230" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3231" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2612,key_states.59">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3232" name="__module.model.layers.13.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2654">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3233" name="Constant_237745" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3234" name="Constant_237744" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3235" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3236" name="__module.model.layers.13.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3237" name="__module.model.layers.13.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="2655,2660" />
+			</output>
+		</layer>
+		<layer id="3238" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3239" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="2657,2658,2662,2663" />
+			</output>
+		</layer>
+		<layer id="3240" name="Constant_267041" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="3241" name="__module.model.layers.13.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3242" name="Constant_237743" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3243" name="ScatterUpdate_237746" type="ScatterUpdate" version="opset3">
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
@@ -57317,29 +47877,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3744" name="Constant_223230" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3244" name="Constant_237749" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3245" name="Constant_237752" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3746" name="__module.model.layers.13.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="3246" name="__module.model.layers.13.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57367,32 +47921,10 @@
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 			</output>
 		</layer>
-		<layer id="3747" name="Constant_243877_compressed" type="Const" version="opset1">
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-		<layer id="3748" name="Constant_243877" type="Convert" version="opset1">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</input>
+		<layer id="3247" name="Constant_258530" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -57400,7 +47932,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3749" name="__module.model.layers.13.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3248" name="__module.model.layers.13.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57425,29 +47957,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3750" name="Constant_223278" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3249" name="Constant_237797" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3751" name="Constant_223283" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3250" name="Constant_237802" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3752" name="__module.model.layers.13.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="3251" name="__module.model.layers.13.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57475,7 +48001,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3753" name="__module.model.layers.13.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3252" name="__module.model.layers.13.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57500,7 +48026,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3754" name="__module.model.layers.13.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3253" name="__module.model.layers.13.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57525,7 +48051,7 @@
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 			</output>
 		</layer>
-		<layer id="3755" name="__module.model.layers.13.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3254" name="__module.model.layers.13.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57550,7 +48076,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3756" name="__module.model.layers.13.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3255" name="__module.model.layers.13.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57575,7 +48101,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3757" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="3256" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -57595,43 +48121,21 @@
 				</port>
 			</output>
 		</layer>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="3759" name="Constant_212181" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3257" name="Constant_268049" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3760" name="__module.model.layers.13.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3258" name="Constant_268050" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3761" name="__module.model.layers.13.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="3259" name="Gather_268051" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -57640,7 +48144,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="2674">
@@ -57648,74 +48152,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3762" name="__module.model.layers.13.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="3763" name="__module.model.layers.13.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="3260" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2675" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3764" name="Constant_169670" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3261" name="Constant_268802" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3765" name="__module.model.layers.13.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3262" name="__module.model.layers.13.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3263" name="__module.model.layers.13.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="2675">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3264" name="Constant_216566" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3766" name="Constant_213095" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3265" name="Constant_227482" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3767" name="Constant_213096" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3266" name="Constant_227483" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3768" name="Gather_213097" type="Gather" version="opset8">
+		<layer id="3267" name="Gather_227484" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -57732,7 +48238,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3769" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="3268" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -57754,19 +48260,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3770" name="__module.model.layers.13.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
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-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
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-			</output>
-		</layer>
-		<layer id="3771" name="__module.model.layers.13.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="3269" name="__module.model.layers.13.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57784,73 +48278,27 @@
 				<port id="2" precision="FP32" names="2685,hidden_states.403">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3772" name="__module.model.layers.13.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="2686,2687" />
-			</output>
-		</layer>
-		<layer id="3773" name="Constant_169673" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3270" name="Constant_268428" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3774" name="__module.model.layers.13.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			</input>
-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3775" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2688">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3776" name="__module.model.layers.13.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3271" name="__module.model.layers.13.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -57867,49 +48315,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3777" name="Constant_275297_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="3272" name="Constant_304843" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="3778" name="Constant_275297" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3779" name="Constant_275290" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="3273" name="Constant_304836" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3780" name="Constant_275292" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="3274" name="Constant_304838" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3781" name="Constant_275294" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="3275" name="Constant_304840" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3782" name="Concat_275295" type="Concat" version="opset1">
+		<layer id="3276" name="Concat_304841" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -57931,7 +48367,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3783" name="Broadcast_275298" type="Broadcast" version="opset3">
+		<layer id="3277" name="Broadcast_304844" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -57948,7 +48384,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3784" name="ReadValue_269199" type="ReadValue" version="opset6">
+		<layer id="3278" name="ReadValue_298510" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.13.valuepresent.13.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57967,13 +48403,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3785" name="Constant_263440" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="3279" name="Constant_292516" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3786" name="Gather_263441" type="Gather" version="opset8">
+		<layer id="3280" name="Gather_292517" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57996,126 +48432,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3787" name="self.model.layers.13.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="1620965456" size="2097152" />
+		<layer id="3281" name="self.model.layers.13.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="2008387808" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3788" name="Convert_21054" type="Convert" version="opset1">
+		<layer id="3282" name="Convert_312384" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3789" name="self.model.layers.13.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="608614478" size="1" />
+		<layer id="3283" name="self.model.layers.13.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="2012582112" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3790" name="Convert_21056" type="Convert" version="opset1">
+		<layer id="3284" name="Convert_312387" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3791" name="self.model.layers.13.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3285" name="self.model.layers.13.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3792" name="self.model.layers.13.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="1623062608" size="65536" />
+		<layer id="3286" name="self.model.layers.13.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="2012583136" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3793" name="self.model.layers.13.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3287" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-		<layer id="3794" name="Constant_21061" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
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-		<layer id="3795" name="Reshape_21062" type="Reshape" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
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-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -58123,11 +48527,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3796" name="self.model.layers.13.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="3288" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -58141,7 +48542,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3797" name="__module.model.layers.13.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3289" name="__module.model.layers.13.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58162,8 +48563,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3798" name="__module.model.layers.13.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3290" name="Constant_268429" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3291" name="__module.model.layers.13.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58183,15 +48592,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3799" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3292" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3800" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3293" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58212,7 +48621,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3801" name="__module.model.layers.13.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3294" name="__module.model.layers.13.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58237,7 +48646,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3802" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="3295" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58257,7 +48666,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3803" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="3296" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58273,27 +48682,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3804" name="Constant_212190" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3297" name="Constant_268805" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3805" name="__module.model.layers.13.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3298" name="__module.model.layers.13.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3806" name="__module.model.layers.13.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="3299" name="__module.model.layers.13.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58305,79 +48708,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2690">
+				<port id="3" precision="I64" names="2691">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3807" name="__module.model.layers.13.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3808" name="__module.model.layers.13.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2691" />
-			</output>
-		</layer>
-		<layer id="3809" name="Constant_169675" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3300" name="Constant_216584" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3810" name="__module.model.layers.13.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3811" name="Constant_213105" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3301" name="Constant_227492" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3812" name="Constant_213106" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3302" name="Constant_227493" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3813" name="Gather_213107" type="Gather" version="opset8">
+		<layer id="3303" name="Gather_227494" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58394,7 +48752,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3814" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="3304" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58416,19 +48774,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3815" name="__module.model.layers.13.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3816" name="__module.model.layers.13.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="3305" name="__module.model.layers.13.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58446,73 +48792,27 @@
 				<port id="2" precision="FP32" names="2701,hidden_states.407">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3817" name="__module.model.layers.13.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="2702,2703" />
-			</output>
-		</layer>
-		<layer id="3818" name="Constant_169678" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3819" name="__module.model.layers.13.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="3306" name="Constant_268430" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3820" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2704">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3821" name="__module.model.layers.13.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3307" name="__module.model.layers.13.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -58529,7 +48829,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3822" name="__module.model.layers.13.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3308" name="__module.model.layers.13.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58552,7 +48852,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -58566,15 +48866,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3823" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3309" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3824" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3310" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58595,24 +48895,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3825" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="3311" name="Constant_268431" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="2709">
+				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3826" name="__module.model.layers.13.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3312" name="__module.model.layers.13.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58632,126 +48924,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3827" name="self.model.layers.13.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1623128144" size="8388608" />
+		<layer id="3313" name="self.model.layers.13.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 4096" offset="2012585184" size="16777216" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3828" name="Convert_21084" type="Convert" version="opset1">
+		<layer id="3314" name="Convert_312417" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3829" name="self.model.layers.13.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="3315" name="self.model.layers.13.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 1" offset="2029362400" size="4096" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3830" name="Convert_21086" type="Convert" version="opset1">
+		<layer id="3316" name="Convert_312420" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3831" name="self.model.layers.13.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3317" name="self.model.layers.13.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3832" name="self.model.layers.13.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1631516752" size="262144" />
+		<layer id="3318" name="self.model.layers.13.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 1" offset="2029366496" size="8192" />
 			<output>
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+		<layer id="3319" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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@@ -58759,11 +49019,8 @@
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@@ -58777,7 +49034,7 @@
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@@ -58798,7 +49055,7 @@
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-		<layer id="3838" name="__module.model.layers.13/aten::add/Add" type="Add" version="opset1">
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@@ -58820,97 +49077,37 @@
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+		<layer id="3323" name="Constant_258534" type="Const" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -58932,15 +49129,15 @@
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-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="3327" name="Constant_9757" type="Const" version="opset1">
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+		<layer id="3328" name="__module.model.layers.13.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
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@@ -58960,37 +49157,17 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -59012,7 +49189,7 @@
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+		<layer id="3331" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
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@@ -59028,7 +49205,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -59050,7 +49227,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -59072,7 +49249,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -59094,8 +49271,8 @@
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@@ -59104,7 +49281,7 @@
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-		<layer id="3856" name="Convert_21104" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59121,28 +49298,34 @@
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-			<data element_type="u4" shape="1" offset="268826697" size="1" />
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 			<output>
 				<port id="0" precision="U4">
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 		</layer>
-		<layer id="3858" name="Convert_21106" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -59151,6 +49334,8 @@
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 				<port id="1" precision="FP16">
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@@ -59162,8 +49347,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="1661147216" size="917504" />
+		<layer id="3340" name="self.model.layers.13.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -59172,7 +49357,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59194,15 +49379,15 @@
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-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="3342" name="Constant_312445" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="3863" name="Reshape_21112" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -59221,11 +49406,8 @@
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 			</output>
 		</layer>
-		<layer id="3864" name="self.model.layers.13.mlp.gate_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -59239,7 +49421,7 @@
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 		</layer>
-		<layer id="3865" name="__module.model.layers.13.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -59260,7 +49442,7 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -59276,8 +49458,8 @@
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 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -59286,7 +49468,7 @@
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-		<layer id="3868" name="Convert_21094" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59303,58 +49485,34 @@
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-			<data element_type="u4" shape="1" offset="454187084" size="1" />
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 			<output>
 				<port id="0" precision="U4">
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-		<layer id="3870" name="Convert_21096" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 					<dim>32</dim>
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@@ -59376,15 +49534,47 @@
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+			<data auto_broadcast="numpy" />
+			<input>
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@@ -59403,11 +49593,8 @@
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@@ -59421,7 +49608,7 @@
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@@ -59442,7 +49629,7 @@
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@@ -59464,8 +49651,8 @@
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@@ -59474,7 +49661,7 @@
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@@ -59491,28 +49678,34 @@
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 				<port id="0" precision="U4">
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-		<layer id="3882" name="Convert_21116" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
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 			<data auto_broadcast="numpy" />
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@@ -59521,6 +49714,8 @@
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 				<port id="1" precision="FP16">
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@@ -59532,8 +49727,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="1721702480" size="917504" />
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@@ -59542,7 +49737,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -59564,15 +49759,15 @@
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+		<layer id="3366" name="Constant_312456" type="Const" version="opset1">
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@@ -59591,11 +49786,8 @@
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@@ -59609,7 +49801,7 @@
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@@ -59630,7 +49822,7 @@
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@@ -59652,97 +49844,37 @@
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+		<layer id="3371" name="Constant_258538" type="Const" version="opset1">
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+		<layer id="3373" name="Constant_258535" type="Const" version="opset1">
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@@ -59764,15 +49896,15 @@
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+		<layer id="3375" name="Constant_9828" type="Const" version="opset1">
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@@ -59792,37 +49924,17 @@
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@@ -59844,7 +49956,7 @@
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@@ -59882,7 +49994,7 @@
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@@ -59926,126 +50038,94 @@
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 		</layer>
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+					<dim>4096</dim>
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 		</layer>
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+		<layer id="3387" name="self.model.layers.14.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 		</layer>
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+		<layer id="3388" name="self.model.layers.14.self_attn.q_proj.weight/scale" type="Const" version="opset1">
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 		</layer>
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+		<layer id="3389" name="self.model.layers.14.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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@@ -60053,11 +50133,8 @@
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 			</output>
 		</layer>
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+		<layer id="3390" name="self.model.layers.14.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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@@ -60071,7 +50148,7 @@
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 		</layer>
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+		<layer id="3391" name="__module.model.layers.14.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -60092,79 +50169,16 @@
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 			</output>
 		</layer>
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-				<port id="1" precision="I64">
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-				</port>
-				<port id="2" precision="I64" />
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+		<layer id="3392" name="Constant_268432" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
 			<output>
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 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="3923" name="__module.model.layers.14.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3393" name="__module.model.layers.14.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -60184,15 +50198,15 @@
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3394" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3925" name="__module.model.layers.14.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="3395" name="__module.model.layers.14.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -60213,215 +50227,217 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="32768, 128" offset="139835237" size="8388608" />
+		<layer id="3396" name="self.model.layers.14.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
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+				<port id="0" precision="FP32" names="self.model.layers.14.self_attn.rotary_emb.cos_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data destination_type="f32" />
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-				<port id="0" precision="FP16">
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-					<dim>128</dim>
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-			</input>
+		<layer id="3397" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="1" precision="FP32">
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-					<dim>128</dim>
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 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="3398" name="Constant_304882" type="Const" version="opset1">
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 			<output>
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+				<port id="0" precision="FP32" />
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 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="1731278928" size="2097152" />
+		<layer id="3399" name="Constant_304875" type="Const" version="opset1">
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 			<output>
-				<port id="0" precision="U4">
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-					<dim>128</dim>
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 		</layer>
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-					<dim>1024</dim>
-					<dim>32</dim>
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+		<layer id="3400" name="Constant_304877" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP16">
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-					<dim>32</dim>
-					<dim>128</dim>
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 		</layer>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="3401" name="Constant_304879" type="Const" version="opset1">
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 			<output>
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 				</port>
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 		</layer>
-		<layer id="3932" name="Convert_21136" type="Convert" version="opset1">
-			<data destination_type="f16" />
+		<layer id="3402" name="Concat_304880" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+				<port id="1" precision="I64">
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+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="3403" name="Broadcast_304883" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
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+			<output>
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+					<dim>8</dim>
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 					<dim>128</dim>
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-				<port id="1" precision="FP16">
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+		</layer>
+		<layer id="3404" name="ReadValue_298512" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.14.keypresent.14.key" variable_type="f32" variable_shape="?,8,?,128" />
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 			</input>
 			<output>
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-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP32" names="past_key_values.14.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
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 			<output>
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-					<dim>32</dim>
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 		</layer>
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-			<data auto_broadcast="numpy" />
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 			<input>
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 			<output>
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+		<layer id="3407" name="ShapeOf_268059" type="ShapeOf" version="opset3">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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+		<layer id="3409" name="Constant_268061" type="Const" version="opset1">
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 				<port id="1" precision="I64">
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 			<output>
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-					<dim>4096</dim>
+				<port id="3" precision="I64" names="2788">
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 			<output>
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-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
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-			</input>
+		<layer id="3412" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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+				<port id="0" precision="I64">
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 		</layer>
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-			<data axis="0" />
+		<layer id="3413" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
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+				<port id="0" precision="FP32">
+					<dim>32768</dim>
+					<dim>128</dim>
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@@ -60429,69 +50445,109 @@
 				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
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+				<port id="4" precision="FP32" names="2795,2796,2800,cos.57">
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+					<dim>128</dim>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="3414" name="Constant_29732" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3415" name="__module.model.layers.14.self_attn/aten::index/Gather" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>1024</dim>
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-					<dim>4</dim>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
+				<port id="2" precision="I32" />
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 			<output>
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+				<port id="3" precision="FP32" names="2803">
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 					<dim>-1</dim>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3416" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64" />
+			</input>
 			<output>
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-					<dim>4</dim>
+				<port id="2" precision="FP32" names="2804,cos.59">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3943" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3417" name="__module.model.layers.14.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>4</dim>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="2" precision="FP32" names="2808">
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="3944" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="3418" name="Constant_237920" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3419" name="Constant_237919" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3420" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -60502,16 +50558,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3945" name="__module.model.layers.14.self_attn/aten::size/Constant_2" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3421" name="__module.model.layers.14.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3946" name="__module.model.layers.14.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
+		<layer id="3422" name="__module.model.layers.14.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -60521,56 +50574,61 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2786" />
+				<port id="3" precision="I64" names="2809,2814" />
 			</output>
 		</layer>
-		<layer id="3947" name="Constant_275336_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="3423" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
 			<output>
-				<port id="0" precision="FP16" />
+				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3948" name="Constant_275336" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="3424" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
-				<port id="0" precision="FP16" />
+				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="FP32" />
+				<port id="1" precision="I64" names="2811,2812,2816,2817" />
 			</output>
 		</layer>
-		<layer id="3949" name="Constant_275329" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="3425" name="Constant_267051" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3950" name="Constant_275331" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="3426" name="__module.model.layers.14.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
+				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3951" name="Constant_275333" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="3427" name="Constant_237918" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3952" name="Concat_275334" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="3428" name="ScatterUpdate_237921" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
+					<dim>4</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -60578,7 +50636,7 @@
 				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I64">
+				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
 			</input>
@@ -60588,151 +50646,181 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3953" name="Broadcast_275337" type="Broadcast" version="opset3">
-			<data mode="numpy" />
-			<input>
-				<port id="0" precision="FP32" />
-				<port id="1" precision="I64">
+		<layer id="3429" name="Constant_237924" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="3430" name="Constant_237927" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
-				<port id="2" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>0</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3954" name="ReadValue_269201" type="ReadValue" version="opset6">
-			<data variable_id="past_key_values.14.keypresent.14.key" variable_type="f32" variable_shape="?,8,?,128" />
+		<layer id="3431" name="__module.model.layers.14.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>0</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>4</dim>
+				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="past_key_values.14.key">
+				<port id="4" precision="FP32" names="2818,x2.57">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3955" name="Constant_263443" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="3432" name="Constant_258539" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3956" name="Gather_263444" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="3433" name="__module.model.layers.14.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="FP32">
+				<port id="2" precision="FP32" names="2819">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
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-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="3434" name="Constant_237972" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
-				<port id="1" precision="I64">
+				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3435" name="Constant_237977" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3959" name="__module.model.layers.14.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="3436" name="__module.model.layers.14.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>4</dim>
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+				<port id="2" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="3" precision="I64">
 					<dim>4</dim>
 				</port>
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-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2788" />
+				<port id="4" precision="FP32" names="2813">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="3437" name="__module.model.layers.14.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+			<data axis="-1" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
+				<port id="0" precision="FP32">
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2821">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="3438" name="self.model.layers.14.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
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+				<port id="0" precision="FP32" names="self.model.layers.14.self_attn.rotary_emb.sin_cached">
+					<dim>32768</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-				<port id="1" precision="I32" />
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+		<layer id="3439" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="2" precision="I64">
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3963" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3440" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3964" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="3441" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60750,19 +50838,19 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2795,2796,2800,cos.57">
+				<port id="4" precision="FP32" names="2797,2798,2801,sin.57">
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3965" name="Constant_29701" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="3442" name="Constant_29735" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3966" name="__module.model.layers.14.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="3443" name="__module.model.layers.14.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60776,14 +50864,14 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="2803">
+				<port id="3" precision="FP32" names="2806">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3967" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="3444" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -60793,7 +50881,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2804,cos.59">
+				<port id="2" precision="FP32" names="2807,sin.59">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -60801,7 +50889,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3968" name="__module.model.layers.14.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3445" name="__module.model.layers.14.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60818,7 +50906,32 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2808">
+				<port id="2" precision="FP32" names="2822">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3446" name="__module.model.layers.14.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2823">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -60826,34 +50939,282 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3969" name="Constant_223401" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3447" name="self.model.layers.14.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2137717984" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3448" name="Convert_312471" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3449" name="self.model.layers.14.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2139815136" size="16384" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3450" name="Convert_312473" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3451" name="self.model.layers.14.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3452" name="self.model.layers.14.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2139831520" size="65536" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3453" name="self.model.layers.14.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3454" name="Constant_312478" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3455" name="Reshape_312479" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3456" name="self.model.layers.14.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3457" name="__module.model.layers.14.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2774,key_states.61">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3458" name="Constant_268433" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3459" name="__module.model.layers.14.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2781">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3460" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3461" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2782,key_states.63">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3462" name="__module.model.layers.14.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2824">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3463" name="Constant_238021" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3970" name="Constant_223400" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3464" name="Constant_238020" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3971" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="3465" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -60864,16 +51225,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3972" name="__module.model.layers.14.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3466" name="__module.model.layers.14.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3973" name="__module.model.layers.14.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3467" name="__module.model.layers.14.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -60883,10 +51241,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2809,2814" />
+				<port id="3" precision="I64" names="2825,2830" />
 			</output>
 		</layer>
-		<layer id="3974" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3468" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -60896,27 +51254,29 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3975" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3469" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2811,2812,2816,2817" />
+				<port id="1" precision="I64" names="2827,2828,2832,2833" />
 			</output>
 		</layer>
-		<layer id="3976" name="__module.model.layers.14.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3470" name="Constant_267053" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3977" name="__module.model.layers.14.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="3471" name="__module.model.layers.14.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -60924,18 +51284,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3978" name="Constant_223399" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3472" name="Constant_238019" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3979" name="ScatterUpdate_223402" type="ScatterUpdate" version="opset3">
+		<layer id="3473" name="ScatterUpdate_238022" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -60956,34 +51313,28 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3980" name="Constant_223405" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3474" name="Constant_238025" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
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 		</layer>
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+		<layer id="3475" name="Constant_238028" type="Const" version="opset1">
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+		<layer id="3476" name="__module.model.layers.14.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
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@@ -60998,40 +51349,18 @@
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 			<output>
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+				<port id="4" precision="FP32" names="2834,x2.59">
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 		</layer>
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+		<layer id="3477" name="Constant_258540" type="Const" version="opset1">
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@@ -61039,12 +51368,12 @@
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 			</output>
 		</layer>
-		<layer id="3985" name="__module.model.layers.14.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3478" name="__module.model.layers.14.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
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@@ -61056,42 +51385,36 @@
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 			</input>
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+		<layer id="3479" name="Constant_238073" type="Const" version="opset1">
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+		<layer id="3480" name="Constant_238078" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
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 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 					<dim>-1</dim>
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@@ -61106,329 +51429,363 @@
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="2829">
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 			</output>
 		</layer>
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+		<layer id="3482" name="__module.model.layers.14.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
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 					<dim>64</dim>
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 				<port id="1" precision="FP32">
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 					<dim>64</dim>
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 			</input>
 			<output>
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 		</layer>
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-				<attribute name="decompression" version="0" />
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+		<layer id="3483" name="__module.model.layers.14.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
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+					<dim>-1</dim>
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 		</layer>
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+				<port id="4" precision="I64" names="2854">
+					<dim>5</dim>
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 		</layer>
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+		<layer id="3499" name="__module.model.layers.14.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
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+				<port id="2" precision="FP32" names="2855,hidden_states.433">
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+					<dim>128</dim>
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 		</layer>
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 		</layer>
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+		<layer id="3501" name="__module.model.layers.14.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
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+					<dim>128</dim>
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+		<layer id="3502" name="Constant_304869" type="Const" version="opset1">
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+				<port id="0" precision="FP32" />
+			</output>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3504" name="Constant_304864" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32">
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3505" name="Constant_304866" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4010" name="ScatterUpdate_223503" type="ScatterUpdate" version="opset3">
+		<layer id="3506" name="Concat_304867" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -61436,7 +51793,7 @@
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 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
+				<port id="3" precision="I64">
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 				</port>
 			</input>
@@ -61446,30 +51803,50 @@
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 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
+		<layer id="3507" name="Broadcast_304870" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
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+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="4012" name="Constant_223509" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3508" name="ReadValue_298514" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.14.valuepresent.14.value" variable_type="f32" variable_shape="?,8,?,128" />
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+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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 			<output>
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-					<dim>4</dim>
+				<port id="1" precision="FP32" names="past_key_values.14.value">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3509" name="Constant_292522" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3510" name="Gather_292523" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -61477,201 +51854,202 @@
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 					<dim>128</dim>
 				</port>
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-				</port>
-				<port id="3" precision="I64">
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+				<port id="1" precision="I32">
+					<dim>-1</dim>
 				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
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+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="3511" name="self.model.layers.14.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="2139897056" size="4194304" />
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
+				<port id="0" precision="U8">
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+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="3512" name="Convert_312461" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
+				<port id="0" precision="U8">
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 				</port>
 			</input>
 			<output>
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+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3513" name="self.model.layers.14.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="2144091360" size="1024" />
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+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3514" name="Convert_312464" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="3515" name="self.model.layers.14.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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-					<dim>1</dim>
-					<dim>1</dim>
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-					<dim>8</dim>
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-					<dim>64</dim>
+				<port id="2" precision="FP16">
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+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
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 			<output>
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+				<port id="0" precision="FP16">
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 				</port>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+			<data auto_broadcast="numpy" />
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 			<output>
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+				<port id="2" precision="FP16">
+					<dim>1024</dim>
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+		<layer id="3518" name="self.model.layers.14.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			</input>
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+				<port id="1" precision="FP32">
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 			</output>
 		</layer>
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-			<data axis="-1" />
+		<layer id="3519" name="__module.model.layers.14.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
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 					<dim>-1</dim>
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 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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-					<dim>8</dim>
-					<dim>-1</dim>
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 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2776,value_states.29">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="3520" name="Constant_268435" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
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+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3521" name="__module.model.layers.14.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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-					<dim>128</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2784">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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 					<dim>128</dim>
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="3522" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
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+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3523" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2785">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -61679,7 +52057,7 @@
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 			</output>
 		</layer>
-		<layer id="4023" name="__module.model.layers.14.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3524" name="__module.model.layers.14.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61696,7 +52074,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.14.key">
+				<port id="2" precision="FP32" names="present.14.value">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -61704,7 +52082,7 @@
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 			</output>
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@@ -61715,7 +52093,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2867,2868,2869">
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@@ -61724,7 +52102,7 @@
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 		</layer>
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@@ -61740,27 +52118,21 @@
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="3527" name="Constant_268814" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3528" name="__module.model.layers.14.self_attn/aten::size/Constant_13" type="Const" version="opset1">
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 			</output>
 		</layer>
-		<layer id="4028" name="__module.model.layers.14.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="3529" name="__module.model.layers.14.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
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 			<input>
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@@ -61772,79 +52144,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2861">
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3530" name="Constant_216620" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3531" name="Constant_227527" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3532" name="Constant_227528" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4035" name="Gather_213132" type="Gather" version="opset8">
+		<layer id="3533" name="Gather_227529" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -61861,7 +52188,7 @@
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 			</output>
 		</layer>
-		<layer id="4036" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="3534" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -61878,24 +52205,12 @@
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 			</input>
 			<output>
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-			</input>
-			<output>
-				<port id="1" precision="I64">
+				<port id="4" precision="I64" names="2870">
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 				</port>
 			</output>
 		</layer>
-		<layer id="4038" name="__module.model.layers.14.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="3535" name="__module.model.layers.14.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61910,76 +52225,30 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2871,hidden_states.437">
 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4039" name="__module.model.layers.14.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
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-			<input>
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-			<output>
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-		<layer id="4040" name="Constant_169685" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
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-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="3536" name="Constant_268436" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
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-		<layer id="4042" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4043" name="__module.model.layers.14.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3537" name="__module.model.layers.14.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -61988,7 +52257,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2859">
+				<port id="2" precision="FP32" names="2875">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61996,248 +52265,222 @@
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 			</output>
 		</layer>
-		<layer id="4044" name="Constant_275323_compressed" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP16" />
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-		<layer id="4045" name="Constant_275323" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-		<layer id="4046" name="Constant_275316" type="Const" version="opset1">
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-		<layer id="4047" name="Constant_275318" type="Const" version="opset1">
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-		</layer>
-		<layer id="4049" name="Concat_275321" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="3538" name="__module.model.layers.14.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+			<data causal="false" />
 			<input>
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-					<dim>1</dim>
+				<port id="0" precision="FP32">
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+					<dim>32</dim>
+					<dim>-1</dim>
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+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
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+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
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-				<port id="3" precision="I64">
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 					<dim>1</dim>
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 			<output>
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-					<dim>4</dim>
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+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="FP32" />
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</input>
+		<layer id="3539" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
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-					<dim>8</dim>
-					<dim>0</dim>
-					<dim>128</dim>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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-					<dim>0</dim>
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+					<dim>-1</dim>
 					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>4</dim>
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 			</input>
 			<output>
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 					<dim>-1</dim>
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 					<dim>128</dim>
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 		</layer>
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-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="3541" name="Constant_268437" type="Const" version="opset1">
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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 			<output>
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 					<dim>-1</dim>
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 			<output>
 				<port id="0" precision="U4">
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 					<dim>32</dim>
 					<dim>128</dim>
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 			</output>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
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@@ -62247,30 +52490,27 @@
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@@ -62279,601 +52519,355 @@
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-				<port id="1" precision="FP32">
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@@ -63389,7 +52918,7 @@
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@@ -63405,8 +52934,8 @@
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@@ -63432,28 +52961,34 @@
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-			<data element_type="u4" shape="1" offset="608614478" size="1" />
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 				<port id="0" precision="U4">
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -63462,6 +52997,8 @@
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 				<port id="1" precision="FP16">
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@@ -63473,8 +53010,8 @@
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@@ -63483,7 +53020,7 @@
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@@ -63505,15 +53042,15 @@
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@@ -63532,11 +53069,8 @@
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@@ -63550,7 +53084,7 @@
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@@ -63571,7 +53105,7 @@
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@@ -63593,8 +53127,8 @@
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@@ -63603,7 +53137,7 @@
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 		</layer>
-		<layer id="4147" name="Convert_21184" type="Convert" version="opset1">
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 			<input>
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@@ -63620,28 +53154,34 @@
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 		</layer>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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 				<port id="0" precision="U4">
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 		</layer>
-		<layer id="4149" name="Convert_21186" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -63650,6 +53190,8 @@
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 				</port>
 				<port id="1" precision="FP16">
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@@ -63661,8 +53203,8 @@
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 				<port id="0" precision="FP16">
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@@ -63671,7 +53213,7 @@
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 		</layer>
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@@ -63693,15 +53235,15 @@
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+		<layer id="3598" name="Constant_312533" type="Const" version="opset1">
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-		<layer id="4154" name="Reshape_21192" type="Reshape" version="opset1">
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@@ -63720,11 +53262,8 @@
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 			<data destination_type="f32" />
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@@ -63738,7 +53277,7 @@
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-		<layer id="4156" name="__module.model.layers.14.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -63759,7 +53298,7 @@
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@@ -63781,97 +53320,37 @@
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@@ -63893,15 +53372,15 @@
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@@ -63921,37 +53400,17 @@
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 			<data auto_broadcast="numpy" />
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@@ -63973,7 +53432,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -63989,7 +53448,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -64011,7 +53470,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -64033,7 +53492,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -64055,8 +53514,8 @@
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@@ -64065,7 +53524,7 @@
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 			</output>
 		</layer>
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 			<input>
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@@ -64082,28 +53541,34 @@
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-			<data element_type="u4" shape="1" offset="454187084" size="1" />
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 			<output>
 				<port id="0" precision="U4">
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 		</layer>
-		<layer id="4177" name="Convert_21216" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
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 			<data auto_broadcast="numpy" />
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@@ -64112,6 +53577,8 @@
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 				</port>
 				<port id="1" precision="FP16">
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@@ -64123,8 +53590,8 @@
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+			<data element_type="f16" shape="4096, 32, 1" offset="2252818656" size="262144" />
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 				<port id="0" precision="FP16">
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@@ -64133,7 +53600,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -64155,15 +53622,15 @@
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 			<input>
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@@ -64182,11 +53649,8 @@
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 			<data destination_type="f32" />
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@@ -64200,7 +53664,7 @@
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 		</layer>
-		<layer id="4184" name="__module.model.layers.15.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3625" name="__module.model.layers.15.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64221,79 +53685,16 @@
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<data special_zero="false" />
+		<layer id="3627" name="__module.model.layers.15.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
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@@ -64313,15 +53714,15 @@
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3628" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -64342,360 +53743,54 @@
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-					<dim>128</dim>
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 			<output>
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+		<layer id="3633" name="Constant_304901" type="Const" version="opset1">
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+		<layer id="3634" name="Constant_304903" type="Const" version="opset1">
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+		<layer id="3635" name="Constant_304905" type="Const" version="opset1">
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 		</layer>
-		<layer id="4219" name="Concat_275360" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
@@ -64717,7 +53812,7 @@
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 			</output>
 		</layer>
-		<layer id="4220" name="Broadcast_275363" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
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@@ -64734,7 +53829,7 @@
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 			</output>
 		</layer>
-		<layer id="4221" name="ReadValue_269205" type="ReadValue" version="opset6">
+		<layer id="3638" name="ReadValue_298516" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.15.keypresent.15.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
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@@ -64753,13 +53848,13 @@
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 		</layer>
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+		<layer id="3639" name="Constant_292525" type="Const" version="opset1">
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 			</output>
 		</layer>
-		<layer id="4223" name="Gather_263450" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64782,7 +53877,7 @@
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 			</output>
 		</layer>
-		<layer id="4224" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64798,70 +53893,62 @@
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 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
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+		<layer id="3642" name="Constant_268817" type="Const" version="opset1">
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 			<output>
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="3643" name="Constant_268077" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4226" name="__module.model.layers.15.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="3644" name="Gather_268078" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2958">
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4227" name="__module.model.layers.15.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="3645" name="__module.model.layers.15.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+				<port id="1" precision="I64">
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 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="2957,2961,2962,kv_seq_len.31">
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3646" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4231" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="3647" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64885,13 +53972,13 @@
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 			</output>
 		</layer>
-		<layer id="4232" name="Constant_29707" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="3648" name="Constant_29738" type="Const" version="opset1">
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 			</output>
 		</layer>
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+		<layer id="3649" name="__module.model.layers.15.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64912,7 +53999,7 @@
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 			</output>
 		</layer>
-		<layer id="4234" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="3650" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -64930,7 +54017,7 @@
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 			</output>
 		</layer>
-		<layer id="4235" name="__module.model.layers.15.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3651" name="__module.model.layers.15.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64955,29 +54042,23 @@
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 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
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+		<layer id="3652" name="Constant_238196" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>4</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="3653" name="Constant_238195" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4238" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="3654" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64993,16 +54074,13 @@
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 			</output>
 		</layer>
-		<layer id="4239" name="__module.model.layers.15.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3655" name="__module.model.layers.15.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4240" name="__module.model.layers.15.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3656" name="__module.model.layers.15.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65015,7 +54093,7 @@
 				<port id="3" precision="I64" names="2979,2984" />
 			</output>
 		</layer>
-		<layer id="4241" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3657" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -65025,7 +54103,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4242" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3658" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -65033,19 +54111,21 @@
 				<port id="1" precision="I64" names="2981,2982,2986,2987" />
 			</output>
 		</layer>
-		<layer id="4243" name="__module.model.layers.15.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3659" name="Constant_267063" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="4244" name="__module.model.layers.15.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="3660" name="__module.model.layers.15.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -65053,18 +54133,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4245" name="Constant_223675" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3661" name="Constant_238194" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4246" name="ScatterUpdate_223678" type="ScatterUpdate" version="opset3">
+		<layer id="3662" name="ScatterUpdate_238197" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -65085,29 +54162,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4247" name="Constant_223681" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3663" name="Constant_238200" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4248" name="Constant_223684" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3664" name="Constant_238203" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4249" name="__module.model.layers.15.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="3665" name="__module.model.layers.15.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65135,32 +54206,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4250" name="Constant_243896_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4251" name="Constant_243896" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="3666" name="Constant_258549" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -65168,7 +54217,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4252" name="__module.model.layers.15.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3667" name="__module.model.layers.15.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65193,29 +54242,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4253" name="Constant_223729" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3668" name="Constant_238248" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4254" name="Constant_223734" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3669" name="Constant_238253" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4255" name="__module.model.layers.15.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="3670" name="__module.model.layers.15.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65243,7 +54286,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4256" name="__module.model.layers.15.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3671" name="__module.model.layers.15.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65268,56 +54311,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4257" name="self.model.layers.15.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.15.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4258" name="self.model.layers.15.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="3672" name="self.model.layers.15.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.15.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4259" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3673" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4260" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3674" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4261" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="3675" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65341,13 +54360,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4262" name="Constant_29710" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="3676" name="Constant_29741" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4263" name="__module.model.layers.15.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="3677" name="__module.model.layers.15.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65368,7 +54387,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4264" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="3678" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65386,7 +54405,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4265" name="__module.model.layers.15.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3679" name="__module.model.layers.15.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65411,7 +54430,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4266" name="__module.model.layers.15.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3680" name="__module.model.layers.15.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65436,131 +54455,366 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4267" name="__module.model.layers.15.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
+		<layer id="3681" name="self.model.layers.15.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2253080800" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
+			</output>
+		</layer>
+		<layer id="3682" name="Convert_312548" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2994">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4268" name="Constant_223778" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4269" name="Constant_223777" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3683" name="self.model.layers.15.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2255177952" size="16384" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4270" name="__module.model.layers.15.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="4271" name="__module.model.layers.15.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="3684" name="Convert_312550" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2995,3000" />
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-		</layer>
-		<layer id="4272" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="I64" />
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="4273" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3685" name="self.model.layers.15.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2997,2998,3002,3003" />
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3686" name="self.model.layers.15.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2255194336" size="65536" />
 			<output>
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+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="4275" name="__module.model.layers.15.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="3687" name="self.model.layers.15.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4276" name="Constant_223776" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3688" name="Constant_312555" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
+				<port id="0" precision="I64">
+					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4277" name="ScatterUpdate_223779" type="ScatterUpdate" version="opset3">
+		<layer id="3689" name="Reshape_312556" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>1</dim>
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3690" name="self.model.layers.15.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3691" name="__module.model.layers.15.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2944,key_states.65">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3692" name="Constant_268439" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3693" name="__module.model.layers.15.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2951">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3694" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3695" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2952,key_states.67">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3696" name="__module.model.layers.15.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2994">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3697" name="Constant_238297" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3698" name="Constant_238296" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3699" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3700" name="__module.model.layers.15.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3701" name="__module.model.layers.15.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="2995,3000" />
+			</output>
+		</layer>
+		<layer id="3702" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3703" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="2997,2998,3002,3003" />
+			</output>
+		</layer>
+		<layer id="3704" name="Constant_267065" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3705" name="__module.model.layers.15.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3706" name="Constant_238295" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3707" name="ScatterUpdate_238298" type="ScatterUpdate" version="opset3">
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
 					<dim>1</dim>
@@ -65575,29 +54829,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4278" name="Constant_223782" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3708" name="Constant_238301" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4279" name="Constant_223785" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3709" name="Constant_238304" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4280" name="__module.model.layers.15.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="3710" name="__module.model.layers.15.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65625,32 +54873,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4281" name="Constant_243897_compressed" type="Const" version="opset1">
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-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="4282" name="Constant_243897" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="3711" name="Constant_258550" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -65658,7 +54884,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4283" name="__module.model.layers.15.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3712" name="__module.model.layers.15.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65683,29 +54909,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4284" name="Constant_223830" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3713" name="Constant_238349" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4285" name="Constant_223835" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3714" name="Constant_238354" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4286" name="__module.model.layers.15.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="3715" name="__module.model.layers.15.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65733,7 +54953,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4287" name="__module.model.layers.15.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3716" name="__module.model.layers.15.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65758,7 +54978,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4288" name="__module.model.layers.15.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3717" name="__module.model.layers.15.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65783,7 +55003,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4289" name="__module.model.layers.15.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3718" name="__module.model.layers.15.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65808,7 +55028,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4290" name="__module.model.layers.15.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3719" name="__module.model.layers.15.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65833,7 +55053,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4291" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="3720" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65853,43 +55073,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4292" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
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-		</layer>
-		<layer id="4293" name="Constant_212229" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3721" name="Constant_268081" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4294" name="__module.model.layers.15.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3722" name="Constant_268082" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4295" name="__module.model.layers.15.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="3723" name="Gather_268083" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65898,7 +55096,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="3014">
@@ -65906,74 +55104,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4296" name="__module.model.layers.15.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-			<data batch_dims="0" />
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+			<data output_type="i64" />
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+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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-				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="1" precision="I64">
+					<dim>4</dim>
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 		</layer>
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-				<attribute name="precise" version="0" />
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+		<layer id="3725" name="Constant_268820" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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 				<port id="0" precision="I64">
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-			<data special_zero="false" />
+		<layer id="3726" name="__module.model.layers.15.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
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+		<layer id="3727" name="__module.model.layers.15.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
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+				<port id="0" precision="I64">
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+				<port id="3" precision="I64" names="3015">
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="3728" name="Constant_216638" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
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+				<port id="0" precision="I64">
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="3730" name="Constant_227553" type="Const" version="opset1">
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 			<output>
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 		</layer>
-		<layer id="4302" name="Gather_213167" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -65990,7 +55190,7 @@
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 		</layer>
-		<layer id="4303" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="3732" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -66012,19 +55212,7 @@
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 		</layer>
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-		</layer>
-		<layer id="4305" name="__module.model.layers.15.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="3733" name="__module.model.layers.15.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
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@@ -66042,73 +55230,27 @@
 				<port id="2" precision="FP32" names="3025,hidden_states.463">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
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 		</layer>
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-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
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-			</input>
+		<layer id="3734" name="Constant_268440" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4310" name="__module.model.layers.15.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3735" name="__module.model.layers.15.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -66125,49 +55267,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4311" name="Constant_275349_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="3736" name="Constant_304895" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
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-		<layer id="4312" name="Constant_275349" type="Convert" version="opset1">
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-			<input>
-				<port id="0" precision="FP16" />
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-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4313" name="Constant_275342" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="3737" name="Constant_304888" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="4314" name="Constant_275344" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="3738" name="Constant_304890" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="4315" name="Constant_275346" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="3739" name="Constant_304892" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4316" name="Concat_275347" type="Concat" version="opset1">
+		<layer id="3740" name="Concat_304893" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -66189,7 +55319,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4317" name="Broadcast_275350" type="Broadcast" version="opset3">
+		<layer id="3741" name="Broadcast_304896" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -66206,7 +55336,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4318" name="ReadValue_269207" type="ReadValue" version="opset6">
+		<layer id="3742" name="ReadValue_298518" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.15.valuepresent.15.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66225,13 +55355,13 @@
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 			</output>
 		</layer>
-		<layer id="4319" name="Constant_263452" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="3743" name="Constant_292528" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4320" name="Gather_263453" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66254,126 +55384,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4321" name="self.model.layers.15.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="1845917776" size="2097152" />
+		<layer id="3745" name="self.model.layers.15.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="2255259872" size="4194304" />
 			<output>
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 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="4322" name="Convert_21194" type="Convert" version="opset1">
+		<layer id="3746" name="Convert_312538" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="454187084" size="1" />
+		<layer id="3747" name="self.model.layers.15.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="2259454176" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4324" name="Convert_21196" type="Convert" version="opset1">
+		<layer id="3748" name="Convert_312541" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4325" name="self.model.layers.15.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3749" name="self.model.layers.15.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="1848014928" size="65536" />
+		<layer id="3750" name="self.model.layers.15.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="2259455200" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4327" name="self.model.layers.15.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3751" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="4328" name="Constant_21201" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
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-		</layer>
-		<layer id="4329" name="Reshape_21202" type="Reshape" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
-					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -66381,11 +55479,8 @@
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 			</output>
 		</layer>
-		<layer id="4330" name="self.model.layers.15.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="3752" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -66399,7 +55494,7 @@
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 			</output>
 		</layer>
-		<layer id="4331" name="__module.model.layers.15.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3753" name="__module.model.layers.15.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66420,8 +55515,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4332" name="__module.model.layers.15.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3754" name="Constant_268441" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3755" name="__module.model.layers.15.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66441,15 +55544,15 @@
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 			</output>
 		</layer>
-		<layer id="4333" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3756" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4334" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3757" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66470,7 +55573,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4335" name="__module.model.layers.15.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3758" name="__module.model.layers.15.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66495,7 +55598,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4336" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="3759" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66515,7 +55618,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4337" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="3760" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66531,27 +55634,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4338" name="Constant_212238" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3761" name="Constant_268823" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4339" name="__module.model.layers.15.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3762" name="__module.model.layers.15.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4340" name="__module.model.layers.15.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="3763" name="__module.model.layers.15.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -66563,79 +55660,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3030">
+				<port id="3" precision="I64" names="3031">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4341" name="__module.model.layers.15.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="4342" name="__module.model.layers.15.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="3031" />
-			</output>
-		</layer>
-		<layer id="4343" name="Constant_169699" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3764" name="Constant_216656" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4344" name="__module.model.layers.15.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4345" name="Constant_213175" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3765" name="Constant_227562" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4346" name="Constant_213176" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3766" name="Constant_227563" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4347" name="Gather_213177" type="Gather" version="opset8">
+		<layer id="3767" name="Gather_227564" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -66652,7 +55704,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4348" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="3768" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -66674,19 +55726,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4349" name="__module.model.layers.15.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4350" name="__module.model.layers.15.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="3769" name="__module.model.layers.15.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66704,73 +55744,27 @@
 				<port id="2" precision="FP32" names="3041,hidden_states.467">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4351" name="__module.model.layers.15.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="3042,3043" />
-			</output>
-		</layer>
-		<layer id="4352" name="Constant_169702" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4353" name="__module.model.layers.15.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="3770" name="Constant_268442" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4354" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
-			<output>
-				<port id="3" precision="I64" names="3044">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4355" name="__module.model.layers.15.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3771" name="__module.model.layers.15.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -66787,7 +55781,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4356" name="__module.model.layers.15.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3772" name="__module.model.layers.15.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66810,7 +55804,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -66824,15 +55818,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4357" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3773" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4358" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3774" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66853,24 +55847,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4359" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="3775" name="Constant_268443" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="3049">
+				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4360" name="__module.model.layers.15.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3776" name="__module.model.layers.15.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66890,126 +55876,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4361" name="self.model.layers.15.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1848080464" size="8388608" />
+		<layer id="3777" name="self.model.layers.15.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 4096" offset="2259457248" size="16777216" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4362" name="Convert_21224" type="Convert" version="opset1">
+		<layer id="3778" name="Convert_312571" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4363" name="self.model.layers.15.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="454187084" size="1" />
+		<layer id="3779" name="self.model.layers.15.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 1" offset="2276234464" size="4096" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4364" name="Convert_21226" type="Convert" version="opset1">
+		<layer id="3780" name="Convert_312574" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4365" name="self.model.layers.15.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3781" name="self.model.layers.15.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4366" name="self.model.layers.15.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1856469072" size="262144" />
+		<layer id="3782" name="self.model.layers.15.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 1" offset="2276238560" size="8192" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4367" name="self.model.layers.15.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3783" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
-			<output>
-				<port id="2" precision="FP16">
-					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4368" name="Constant_21231" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4369" name="Reshape_21232" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP16">
-					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -67017,11 +55971,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4370" name="self.model.layers.15.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="3784" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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@@ -67056,7 +56007,7 @@
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@@ -67078,97 +56029,37 @@
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+		<layer id="3787" name="Constant_258554" type="Const" version="opset1">
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
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+		<layer id="3789" name="Constant_258551" type="Const" version="opset1">
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+		<layer id="3790" name="__module.model.layers.15.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -67190,15 +56081,15 @@
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-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="3791" name="Constant_11109" type="Const" version="opset1">
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+		<layer id="3792" name="__module.model.layers.15.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -67218,37 +56109,17 @@
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+		<layer id="3793" name="Constant_258552" type="Const" version="opset1">
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+		<layer id="3794" name="__module.model.layers.15.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -67270,7 +56141,7 @@
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 		</layer>
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+		<layer id="3795" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -67286,7 +56157,7 @@
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 		</layer>
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+		<layer id="3796" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67308,7 +56179,7 @@
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 			</output>
 		</layer>
-		<layer id="4387" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3797" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67330,7 +56201,7 @@
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 			</output>
 		</layer>
-		<layer id="4388" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3798" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67352,8 +56223,8 @@
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-			<data element_type="u4" shape="14336, 32, 128" offset="1856739408" size="29360128" />
+		<layer id="3799" name="self.model.layers.15.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="2276263136" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -67362,7 +56233,7 @@
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 			</output>
 		</layer>
-		<layer id="4390" name="Convert_21244" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -67379,28 +56250,34 @@
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-			<data element_type="u4" shape="1" offset="454187084" size="1" />
+		<layer id="3801" name="self.model.layers.15.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2305623264" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="4392" name="Convert_21246" type="Convert" version="opset1">
+		<layer id="3802" name="Convert_312594" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="4393" name="self.model.layers.15.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3803" name="self.model.layers.15.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -67409,6 +56286,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
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@@ -67420,8 +56299,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="1886099536" size="917504" />
+		<layer id="3804" name="self.model.layers.15.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="2305852640" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -67430,7 +56309,7 @@
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 			</output>
 		</layer>
-		<layer id="4395" name="self.model.layers.15.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3805" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -67452,15 +56331,15 @@
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-		<layer id="4396" name="Constant_21251" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="3806" name="Constant_312599" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="227161280" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4397" name="Reshape_21252" type="Reshape" version="opset1">
+		<layer id="3807" name="Reshape_312600" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -67479,11 +56358,8 @@
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 			</output>
 		</layer>
-		<layer id="4398" name="self.model.layers.15.mlp.gate_proj.weight" type="Convert" version="opset1">
+		<layer id="3808" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -67497,7 +56373,7 @@
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 			</output>
 		</layer>
-		<layer id="4399" name="__module.model.layers.15.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3809" name="__module.model.layers.15.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67518,7 +56394,7 @@
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 			</output>
 		</layer>
-		<layer id="4400" name="__module.model.layers.15.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="3810" name="__module.model.layers.15.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -67534,8 +56410,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="1887017040" size="29360128" />
+		<layer id="3811" name="self.model.layers.15.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -67544,7 +56420,7 @@
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 			</output>
 		</layer>
-		<layer id="4402" name="Convert_21234" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -67561,58 +56437,34 @@
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 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="3813" name="self.model.layers.15.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2336130272" size="229376" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4404" name="Convert_21236" type="Convert" version="opset1">
+		<layer id="3814" name="Convert_312583" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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-			<input>
-				<port id="0" precision="FP16">
 					<dim>14336</dim>
 					<dim>32</dim>
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-				<port id="1" precision="FP16">
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 			<output>
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-					<dim>32</dim>
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-			<data element_type="f16" shape="14336, 32, 1" offset="1916377168" size="917504" />
-			<output>
-				<port id="0" precision="FP16">
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 					<dim>14336</dim>
 					<dim>32</dim>
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="4407" name="self.model.layers.15.mlp.up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3815" name="self.model.layers.15.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -67634,15 +56486,47 @@
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-		<layer id="4408" name="Constant_21241" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="3816" name="self.model.layers.15.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="2336359648" size="917504" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="3817" name="self.model.layers.15.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
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+		<layer id="3818" name="Constant_312588" type="Const" version="opset1">
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@@ -67661,11 +56545,8 @@
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@@ -67679,7 +56560,7 @@
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@@ -67700,7 +56581,7 @@
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 		</layer>
-		<layer id="4412" name="__module.model.layers.15.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -67722,8 +56603,8 @@
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-			<data element_type="u4" shape="4096, 112, 128" offset="1917294672" size="29360128" />
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@@ -67732,7 +56613,7 @@
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 		</layer>
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 			<input>
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@@ -67749,28 +56630,34 @@
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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 				<port id="0" precision="U4">
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 		</layer>
-		<layer id="4416" name="Convert_21256" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
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+		<layer id="3827" name="self.model.layers.15.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -67779,6 +56666,8 @@
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 				<port id="1" precision="FP16">
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@@ -67790,8 +56679,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="1946654800" size="917504" />
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@@ -67800,7 +56689,7 @@
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@@ -67822,15 +56711,15 @@
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+		<layer id="3830" name="Constant_312610" type="Const" version="opset1">
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@@ -67849,11 +56738,8 @@
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 			<data destination_type="f32" />
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@@ -67867,7 +56753,7 @@
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 		</layer>
-		<layer id="4423" name="__module.model.layers.15.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -67888,7 +56774,7 @@
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 			</output>
 		</layer>
-		<layer id="4424" name="__module.model.layers.15/aten::add/Add_1" type="Add" version="opset1">
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@@ -67910,97 +56796,37 @@
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+		<layer id="3835" name="Constant_258558" type="Const" version="opset1">
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 			<output>
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-		<layer id="4428" name="Constant_243904" type="Convert" version="opset1">
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
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 			<output>
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 			<input>
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@@ -68022,15 +56848,15 @@
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+		<layer id="3839" name="Constant_11180" type="Const" version="opset1">
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-		<layer id="4433" name="__module.model.layers.16.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3840" name="__module.model.layers.16.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -68050,37 +56876,17 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -68102,7 +56908,7 @@
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 		</layer>
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 			<input>
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@@ -68118,7 +56924,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -68140,7 +56946,7 @@
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 		</layer>
-		<layer id="4439" name="__module.model.layers.16.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68162,7 +56968,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -68184,126 +56990,94 @@
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
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-			<data element_type="u4" shape="1" offset="833566799" size="1" />
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
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 					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP16">
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 		</layer>
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+		<layer id="3853" name="self.model.layers.16.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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-					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
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-		<layer id="4448" name="Constant_21291" type="Const" version="opset1">
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 			<output>
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 					<dim>4096</dim>
@@ -68311,11 +57085,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4450" name="self.model.layers.16.self_attn.q_proj.weight" type="Convert" version="opset1">
+		<layer id="3854" name="self.model.layers.16.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -68329,7 +57100,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4451" name="__module.model.layers.16.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3855" name="__module.model.layers.16.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68350,79 +57121,16 @@
 				</port>
 			</output>
 		</layer>
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-		<layer id="4454" name="Constant_213191" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="4455" name="Gather_213192" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="I64">
-					<dim>3</dim>
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-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
+		<layer id="3856" name="Constant_268444" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
 			<output>
-				<port id="3" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
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-		<layer id="4456" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-			<output>
-				<port id="3" precision="I64" names="3117">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4457" name="__module.model.layers.16.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3857" name="__module.model.layers.16.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68442,15 +57150,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4458" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="3858" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4459" name="__module.model.layers.16.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="3859" name="__module.model.layers.16.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68471,215 +57179,217 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4460" name="self.model.layers.16.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="139835237" size="8388608" />
+		<layer id="3860" name="self.model.layers.16.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.16.self_attn.rotary_emb.cos_cached">
+				<port id="0" precision="FP32" names="self.model.layers.16.self_attn.rotary_emb.cos_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4461" name="self.model.layers.16.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
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-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="3861" name="__module.model.layers.16.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="1" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4462" name="__module.model.layers.16.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3862" name="Constant_304934" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="1956231248" size="2097152" />
+		<layer id="3863" name="Constant_304927" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
-				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4464" name="Convert_21274" type="Convert" version="opset1">
-			<data destination_type="f16" />
-			<input>
-				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="3864" name="Constant_304929" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4465" name="self.model.layers.16.self_attn.k_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="3865" name="Constant_304931" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4466" name="Convert_21276" type="Convert" version="opset1">
-			<data destination_type="f16" />
+		<layer id="3866" name="Concat_304932" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64">
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+				</port>
+				<port id="3" precision="I64">
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP16">
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 				</port>
 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="3867" name="Broadcast_304935" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
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+					<dim>8</dim>
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP16">
-					<dim>1</dim>
+			</output>
+		</layer>
+		<layer id="3868" name="ReadValue_298520" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.16.keypresent.16.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
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 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP32" names="past_key_values.16.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="1958328400" size="65536" />
+		<layer id="3869" name="Constant_292531" type="Const" version="opset1">
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 			<output>
-				<port id="0" precision="FP16">
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-					<dim>32</dim>
-					<dim>1</dim>
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+				<port id="0" precision="I64" />
 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="3870" name="Gather_292532" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>1</dim>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
 				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3871" name="ShapeOf_268091" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="2" offset="150386533" size="16" />
+		<layer id="3872" name="Constant_268826" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
-					<dim>2</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4471" name="Reshape_21282" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="3873" name="Constant_268093" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3874" name="Gather_268094" type="Gather" version="opset8">
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 			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>4</dim>
 				</port>
 				<port id="1" precision="I64">
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 			</input>
 			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="3" precision="I64" names="3128">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="3875" name="__module.model.layers.16.self_attn/aten::add_/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP16">
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-					<dim>4096</dim>
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+					<dim>1</dim>
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 			</input>
 			<output>
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-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="2" precision="I64" names="3127,3131,3132,kv_seq_len.33">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-				<port id="1" precision="FP32">
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-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="3876" name="__module.model.layers.16.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
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-					<dim>-1</dim>
-					<dim>1024</dim>
+				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="4474" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="3877" name="__module.model.layers.16.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
+				<port id="0" precision="FP32">
+					<dim>32768</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -68687,69 +57397,109 @@
 				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
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+		<layer id="3881" name="__module.model.layers.16.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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+		<layer id="3882" name="Constant_238472" type="Const" version="opset1">
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+		<layer id="3883" name="Constant_238471" type="Const" version="opset1">
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+		<layer id="3884" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
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@@ -68760,16 +57510,13 @@
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3885" name="__module.model.layers.16.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
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 		</layer>
-		<layer id="4480" name="__module.model.layers.16.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
+		<layer id="3886" name="__module.model.layers.16.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
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@@ -68779,56 +57526,61 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3126" />
+				<port id="3" precision="I64" names="3149,3154" />
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-		<layer id="4481" name="Constant_275388_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="3887" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
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 			<output>
-				<port id="0" precision="FP16" />
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 		</layer>
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="3888" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
-				<port id="0" precision="FP16" />
+				<port id="0" precision="I64" />
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 			<output>
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+				<port id="1" precision="I64" names="3151,3152,3156,3157" />
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 		</layer>
-		<layer id="4483" name="Constant_275381" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="3889" name="Constant_267075" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="4484" name="Constant_275383" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="3890" name="__module.model.layers.16.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			<output>
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+				<port id="2" precision="I64">
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 		</layer>
-		<layer id="4485" name="Constant_275385" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="3891" name="Constant_238470" type="Const" version="opset1">
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 			</output>
 		</layer>
-		<layer id="4486" name="Concat_275386" type="Concat" version="opset1">
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+		<layer id="3892" name="ScatterUpdate_238473" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
+					<dim>4</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -68836,7 +57588,7 @@
 				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I64">
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 				</port>
 			</input>
@@ -68846,151 +57598,181 @@
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 			</output>
 		</layer>
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-			<data mode="numpy" />
-			<input>
-				<port id="0" precision="FP32" />
-				<port id="1" precision="I64">
+		<layer id="3893" name="Constant_238476" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="3894" name="Constant_238479" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
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-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>0</dim>
-					<dim>128</dim>
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 		</layer>
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+		<layer id="3895" name="__module.model.layers.16.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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-					<dim>0</dim>
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+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64">
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+				<port id="2" precision="I64">
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+				<port id="3" precision="I64">
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 			<output>
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+				<port id="4" precision="FP32" names="3158,x2.65">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="4489" name="Constant_263455" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="3896" name="Constant_258559" type="Const" version="opset1">
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 			<output>
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+					<dim>1</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data batch_dims="0" />
+		<layer id="3897" name="__module.model.layers.16.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 			<output>
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 					<dim>-1</dim>
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 					<dim>-1</dim>
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 			<output>
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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 			<output>
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
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 			<output>
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+				<port id="0" precision="FP32" names="self.model.layers.16.self_attn.rotary_emb.sin_cached">
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+					<dim>128</dim>
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 			</output>
 		</layer>
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-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
-			</input>
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 		</layer>
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-				<attribute name="precise" version="0" />
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+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
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 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 				<port id="0" precision="FP32">
@@ -69008,19 +57790,19 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>128</dim>
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+		<layer id="3906" name="Constant_29747" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4500" name="__module.model.layers.16.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="3907" name="__module.model.layers.16.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69034,14 +57816,14 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="3143">
+				<port id="3" precision="FP32" names="3146">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4501" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="3908" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -69051,7 +57833,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3144,cos.67">
+				<port id="2" precision="FP32" names="3147,sin.67">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -69059,7 +57841,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4502" name="__module.model.layers.16.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3909" name="__module.model.layers.16.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69076,7 +57858,32 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3148">
+				<port id="2" precision="FP32" names="3162">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3910" name="__module.model.layers.16.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3163">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -69084,34 +57891,282 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4503" name="Constant_223953" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3911" name="self.model.layers.16.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2384590048" size="2097152" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3912" name="Convert_312625" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3913" name="self.model.layers.16.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2386687200" size="16384" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3914" name="Convert_312627" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3915" name="self.model.layers.16.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3916" name="self.model.layers.16.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2386703584" size="65536" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3917" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3918" name="Constant_312632" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3919" name="Reshape_312633" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3920" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3921" name="__module.model.layers.16.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3114,key_states.69">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3922" name="Constant_268445" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3923" name="__module.model.layers.16.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3121">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3924" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3925" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3122,key_states.71">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3926" name="__module.model.layers.16.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3164">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3927" name="Constant_238573" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4504" name="Constant_223952" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3928" name="Constant_238572" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4505" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="3929" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -69122,16 +58177,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4506" name="__module.model.layers.16.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3930" name="__module.model.layers.16.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4507" name="__module.model.layers.16.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3931" name="__module.model.layers.16.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -69141,10 +58193,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3149,3154" />
+				<port id="3" precision="I64" names="3165,3170" />
 			</output>
 		</layer>
-		<layer id="4508" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3932" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -69154,27 +58206,29 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4509" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3933" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3151,3152,3156,3157" />
+				<port id="1" precision="I64" names="3167,3168,3172,3173" />
 			</output>
 		</layer>
-		<layer id="4510" name="__module.model.layers.16.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3934" name="Constant_267077" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="4511" name="__module.model.layers.16.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="3935" name="__module.model.layers.16.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -69182,18 +58236,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4512" name="Constant_223951" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3936" name="Constant_238571" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4513" name="ScatterUpdate_223954" type="ScatterUpdate" version="opset3">
+		<layer id="3937" name="ScatterUpdate_238574" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -69214,34 +58265,28 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4514" name="Constant_223957" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3938" name="Constant_238577" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4515" name="Constant_223960" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3939" name="Constant_238580" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4516" name="__module.model.layers.16.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="3940" name="__module.model.layers.16.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -69256,40 +58301,18 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3158,x2.65">
+				<port id="4" precision="FP32" names="3174,x2.67">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4517" name="Constant_243906_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
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+		<layer id="3941" name="Constant_258560" type="Const" version="opset1">
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@@ -69297,12 +58320,12 @@
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 		</layer>
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@@ -69314,42 +58337,36 @@
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@@ -69364,329 +58381,363 @@
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+		<layer id="3964" name="Constant_268446" type="Const" version="opset1">
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 		</layer>
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+		<layer id="3965" name="__module.model.layers.16.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
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+					<dim>128</dim>
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+		<layer id="3966" name="Constant_304921" type="Const" version="opset1">
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+				<port id="0" precision="FP32" />
+			</output>
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-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3968" name="Constant_304916" type="Const" version="opset1">
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+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="3969" name="Constant_304918" type="Const" version="opset1">
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+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="4544" name="ScatterUpdate_224055" type="ScatterUpdate" version="opset3">
+		<layer id="3970" name="Concat_304919" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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@@ -69694,7 +58745,7 @@
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 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
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@@ -69704,30 +58755,50 @@
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 		</layer>
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-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
+		<layer id="3971" name="Broadcast_304922" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
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+				<port id="2" precision="FP32">
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+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="4546" name="Constant_224061" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="3972" name="ReadValue_298522" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.16.valuepresent.16.value" variable_type="f32" variable_shape="?,8,?,128" />
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+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="FP32" names="past_key_values.16.value">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3973" name="Constant_292534" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3974" name="Gather_292535" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -69735,201 +58806,202 @@
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 					<dim>128</dim>
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-				</port>
-				<port id="3" precision="I64">
-					<dim>4</dim>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="3975" name="self.model.layers.16.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="2386769120" size="4194304" />
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
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 		</layer>
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="3976" name="Convert_312615" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
+				<port id="0" precision="U8">
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+					<dim>4096</dim>
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 			<output>
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+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3977" name="self.model.layers.16.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="2390963424" size="1024" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3978" name="Convert_312618" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
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+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="3979" name="self.model.layers.16.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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-					<dim>1</dim>
-					<dim>1</dim>
+				<port id="1" precision="FP16">
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+			<data auto_broadcast="numpy" />
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+				<port id="0" precision="FP16">
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+					<dim>4096</dim>
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+		<layer id="3982" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+				<port id="1" precision="FP32">
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+					<dim>4096</dim>
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 		</layer>
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-			<data axis="-1" />
+		<layer id="3983" name="__module.model.layers.16.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
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 					<dim>-1</dim>
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 					<dim>-1</dim>
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-					<dim>8</dim>
-					<dim>-1</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3116,value_states.33">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="3984" name="Constant_268447" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="3985" name="__module.model.layers.16.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3124">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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 					<dim>128</dim>
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="3986" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3987" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -69937,7 +59009,7 @@
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 			</output>
 		</layer>
-		<layer id="4557" name="__module.model.layers.16.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3988" name="__module.model.layers.16.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69954,7 +59026,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.16.key">
+				<port id="2" precision="FP32" names="present.16.value">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -69962,7 +59034,7 @@
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 			</output>
 		</layer>
-		<layer id="4558" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="3989" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -69973,7 +59045,7 @@
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 			<output>
-				<port id="2" precision="FP32" names="3191,3192,3193">
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -69982,7 +59054,7 @@
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 			</output>
 		</layer>
-		<layer id="4559" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="3990" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
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@@ -69998,27 +59070,21 @@
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-				<attribute name="precise" version="0" />
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+		<layer id="3991" name="Constant_268832" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
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@@ -70030,79 +59096,34 @@
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@@ -70119,7 +59140,7 @@
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@@ -70136,24 +59157,12 @@
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 					<dim>-1</dim>
 					<dim>8</dim>
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@@ -70246,7 +59209,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -70254,248 +59217,222 @@
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 		</layer>
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-		<layer id="4583" name="Concat_275373" type="Concat" version="opset1">
-			<data axis="0" />
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 			<input>
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 			<output>
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 			<output>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 				<port id="0" precision="U4">
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@@ -70537,601 +59471,355 @@
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@@ -71141,30 +59829,27 @@
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@@ -71173,428 +59858,309 @@
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@@ -71817,725 +60391,632 @@
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 		</layer>
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 		</layer>
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@@ -73205,42 +61573,36 @@
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 			</input>
 			<output>
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+		<layer id="4158" name="Constant_238848" type="Const" version="opset1">
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 		</layer>
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 			<data output_type="i64" />
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 					<dim>-1</dim>
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@@ -73251,16 +61613,13 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="4160" name="__module.model.layers.17.self_attn/aten::size/Constant_7" type="Const" version="opset1">
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 		</layer>
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 			<input>
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@@ -73270,10 +61629,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="3335,3340" />
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 		</layer>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -73283,27 +61642,29 @@
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 		</layer>
-		<layer id="4776" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="4163" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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 				<port id="0" precision="I64" />
 			</input>
 			<output>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="4164" name="Constant_267089" type="Const" version="opset1">
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4778" name="__module.model.layers.17.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="4165" name="__module.model.layers.17.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
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+				<port id="1" precision="I64">
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 			<output>
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@@ -73311,18 +61672,15 @@
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+		<layer id="4166" name="Constant_238847" type="Const" version="opset1">
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 		</layer>
-		<layer id="4780" name="ScatterUpdate_224230" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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@@ -73343,34 +61701,28 @@
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 		</layer>
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-				<attribute name="precise" version="0" />
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+		<layer id="4168" name="Constant_238853" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
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 				<port id="0" precision="I64">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4169" name="Constant_238856" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
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 				<port id="0" precision="I64">
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 			</output>
 		</layer>
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+		<layer id="4170" name="__module.model.layers.17.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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@@ -73385,40 +61737,18 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3328,x2.69">
+				<port id="4" precision="FP32" names="3344,x2.71">
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 		</layer>
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-		<layer id="4785" name="Constant_243916" type="Convert" version="opset1">
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-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
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-			</input>
+		<layer id="4171" name="Constant_258570" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
 					<dim>1</dim>
@@ -73426,12 +61756,12 @@
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 			</output>
 		</layer>
-		<layer id="4786" name="__module.model.layers.17.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4172" name="__module.model.layers.17.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
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@@ -73443,42 +61773,36 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3329">
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 					<dim>-1</dim>
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 					<dim>64</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4173" name="Constant_238901" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
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 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="4788" name="Constant_224286" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4174" name="Constant_238906" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
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 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4789" name="__module.model.layers.17.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="4175" name="__module.model.layers.17.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>128</dim>
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@@ -73493,329 +61817,363 @@
 				</port>
 			</input>
 			<output>
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+					<dim>8</dim>
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 					<dim>64</dim>
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 			</output>
 		</layer>
-		<layer id="4790" name="__module.model.layers.17.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4176" name="__module.model.layers.17.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>64</dim>
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 				<port id="1" precision="FP32">
 					<dim>-1</dim>
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 					<dim>64</dim>
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
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 					<dim>128</dim>
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 		</layer>
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-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.17.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+		<layer id="4177" name="__module.model.layers.17.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
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-			<input>
-				<port id="0" precision="FP16">
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 			<output>
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-					<dim>32768</dim>
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+					<dim>8</dim>
+					<dim>-1</dim>
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 		</layer>
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 				<port id="0" precision="FP32">
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 			<input>
 				<port id="0" precision="FP32">
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+				<port id="0" precision="I64" />
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 		</layer>
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+		<layer id="4193" name="__module.model.layers.17.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
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+		<layer id="4198" name="Constant_304942" type="Const" version="opset1">
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+				<port id="0" precision="I64">
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+		</layer>
+		<layer id="4199" name="Constant_304944" type="Const" version="opset1">
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+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="4811" name="ScatterUpdate_224331" type="ScatterUpdate" version="opset3">
+		<layer id="4200" name="Concat_304945" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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@@ -73823,7 +62181,7 @@
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 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
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@@ -73833,30 +62191,50 @@
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-				<attribute name="precise" version="0" />
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-				<port id="0" precision="I64">
+		<layer id="4201" name="Broadcast_304948" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
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+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="4202" name="ReadValue_298526" type="ReadValue" version="opset6">
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+				<port id="1" precision="FP32" names="past_key_values.17.value">
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+					<dim>8</dim>
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+					<dim>128</dim>
 				</port>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4203" name="Constant_292540" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
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+		<layer id="4204" name="Gather_292541" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
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@@ -73864,201 +62242,202 @@
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 					<dim>128</dim>
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-				<port id="3" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
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+					<dim>128</dim>
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 		</layer>
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+		<layer id="4205" name="self.model.layers.17.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="2538461408" size="4194304" />
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+				<port id="0" precision="U8">
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="4206" name="Convert_312692" type="Convert" version="opset1">
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+					<dim>4096</dim>
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@@ -74066,7 +62445,7 @@
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 		</layer>
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@@ -74083,7 +62462,7 @@
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+				<port id="2" precision="FP32" names="present.17.value">
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@@ -74091,7 +62470,7 @@
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@@ -74102,7 +62481,7 @@
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 			<output>
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@@ -74111,7 +62490,7 @@
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 		</layer>
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@@ -74127,27 +62506,21 @@
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="4221" name="Constant_268841" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
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 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4829" name="__module.model.layers.17.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="4223" name="__module.model.layers.17.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -74159,79 +62532,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="3371">
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4224" name="Constant_216728" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4225" name="Constant_227632" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4226" name="Constant_227633" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4836" name="Gather_213237" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -74248,7 +62576,7 @@
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 			</output>
 		</layer>
-		<layer id="4837" name="__module.model.layers.17.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="4228" name="__module.model.layers.17.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -74265,24 +62593,12 @@
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 			</input>
 			<output>
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-			<output>
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+				<port id="4" precision="I64" names="3380">
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 			</output>
 		</layer>
-		<layer id="4839" name="__module.model.layers.17.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="4229" name="__module.model.layers.17.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74297,76 +62613,30 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3381,hidden_states.527">
 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4840" name="__module.model.layers.17.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
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-			<output>
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-		<layer id="4841" name="Constant_169721" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
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-			<output>
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-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="4230" name="Constant_268454" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
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-		<layer id="4843" name="__module.model.layers.17.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="4844" name="__module.model.layers.17.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="4231" name="__module.model.layers.17.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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@@ -74375,7 +62645,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3369">
+				<port id="2" precision="FP32" names="3385">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74383,248 +62653,222 @@
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 		</layer>
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-		<layer id="4846" name="Constant_275401" type="Convert" version="opset1">
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-				<attribute name="decompression" version="0" />
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-		<layer id="4850" name="Concat_275399" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="4232" name="__module.model.layers.17.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+			<data causal="false" />
 			<input>
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-					<dim>1</dim>
+				<port id="0" precision="FP32">
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+					<dim>32</dim>
+					<dim>-1</dim>
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+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
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+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
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-				<port id="3" precision="I64">
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 					<dim>1</dim>
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 			<output>
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-					<dim>4</dim>
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+					<dim>32</dim>
+					<dim>-1</dim>
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32" />
-				<port id="1" precision="I64">
-					<dim>4</dim>
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-			</input>
+		<layer id="4233" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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-					<dim>0</dim>
-					<dim>128</dim>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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+					<dim>-1</dim>
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+				<port id="1" precision="I32">
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 			<output>
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 					<dim>-1</dim>
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 			<output>
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 					<dim>-1</dim>
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 					<dim>-1</dim>
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 				<port id="0" precision="U4">
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 					<dim>32</dim>
 					<dim>128</dim>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 		</layer>
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+		<layer id="4244" name="Constant_312731" type="Const" version="opset1">
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@@ -74634,30 +62878,27 @@
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 				<port id="2" precision="FP16">
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 			</output>
 		</layer>
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+		<layer id="4246" name="self.model.layers.17.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 				<port id="1" precision="FP32">
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-		<layer id="4865" name="__module.model.layers.17.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4247" name="__module.model.layers.17.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -74666,602 +62907,736 @@
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 				</port>
 				<port id="1" precision="FP32">
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+					<dim>4096</dim>
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="4248" name="__module.model.layers.17/aten::add/Add" type="Add" version="opset1">
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 					<dim>-1</dim>
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+					<dim>-1</dim>
+					<dim>-1</dim>
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 			<output>
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 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="4249" name="Constant_258574" type="Const" version="opset1">
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 			<output>
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+					<dim>4096</dim>
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+		<layer id="4250" name="Constant_258573" type="Const" version="opset1">
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+		<layer id="4251" name="Constant_258571" type="Const" version="opset1">
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 		</layer>
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+		<layer id="4252" name="__module.model.layers.17.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
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+		</layer>
+		<layer id="4254" name="__module.model.layers.17.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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+		<layer id="4291" name="self.model.layers.17.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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+		<layer id="4292" name="Constant_312764" type="Const" version="opset1">
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-		<layer id="4903" name="Reshape_21372" type="Reshape" version="opset1">
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 			<input>
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@@ -75271,50 +63646,47 @@
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 		</layer>
-		<layer id="4904" name="self.model.layers.17.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="4294" name="self.model.layers.17.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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-		<layer id="4905" name="__module.model.layers.17.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4295" name="__module.model.layers.17.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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-		<layer id="4906" name="__module.model.layers.17/aten::add/Add" type="Add" version="opset1">
+		<layer id="4296" name="__module.model.layers.17/aten::add/Add_1" type="Add" version="opset1">
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@@ -75329,104 +63701,44 @@
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 			<output>
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-		<layer id="4908" name="Constant_243921" type="Convert" version="opset1">
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-					<dim>1</dim>
-					<dim>4096</dim>
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+		<layer id="4297" name="Constant_258578" type="Const" version="opset1">
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
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-					<dim>1</dim>
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-		<layer id="4910" name="Constant_243920" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-		<layer id="4911" name="Constant_243918_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="4298" name="Constant_258577" type="Const" version="opset1">
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 			<output>
-				<port id="0" precision="FP16">
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 					<dim>1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4912" name="Constant_243918" type="Convert" version="opset1">
-			<data destination_type="f32" />
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+		<layer id="4299" name="Constant_258575" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
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 		</layer>
-		<layer id="4913" name="__module.model.layers.17.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="4300" name="__module.model.layers.18.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75441,22 +63753,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3400">
+				<port id="2" precision="FP32" names="3433">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="4914" name="Constant_12461" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="4301" name="Constant_12532" type="Const" version="opset1">
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 			<output>
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+				<port id="0" precision="I64" names="3434">
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 		</layer>
-		<layer id="4915" name="__module.model.layers.17.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="4302" name="__module.model.layers.18.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -75469,44 +63781,24 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3435,variance.73">
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 					<dim>-1</dim>
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 		</layer>
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-		<layer id="4917" name="Constant_243919" type="Convert" version="opset1">
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+		<layer id="4303" name="Constant_258576" type="Const" version="opset1">
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 		</layer>
-		<layer id="4918" name="__module.model.layers.17.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="4304" name="__module.model.layers.18.input_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75521,14 +63813,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4919" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="4305" name="__module.model.layers.18.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -75544,7 +63836,7 @@
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 		</layer>
-		<layer id="4920" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="4306" name="__module.model.layers.18.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -75559,14 +63851,14 @@
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 			</input>
 			<output>
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 		</layer>
-		<layer id="4921" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4307" name="__module.model.layers.18.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75581,14 +63873,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3405,3406,hidden_states.535,hidden_states.537">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="4922" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4308" name="__module.model.layers.18.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75603,126 +63895,134 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3407,3409">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			<output>
 				<port id="0" precision="U4">
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 					<dim>128</dim>
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 		</layer>
-		<layer id="4924" name="Convert_21384" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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+					<dim>4096</dim>
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 					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
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 					<dim>32</dim>
 					<dim>128</dim>
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 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="4926" name="Convert_21386" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
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 					<dim>32</dim>
 					<dim>128</dim>
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 			<output>
 				<port id="0" precision="FP16">
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 					<dim>32</dim>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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 					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
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 					<dim>128</dim>
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@@ -75732,30 +64032,27 @@
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 		</layer>
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+		<layer id="4318" name="self.model.layers.18.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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@@ -75764,830 +64061,899 @@
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+					<dim>4096</dim>
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+		<layer id="4320" name="Constant_268456" type="Const" version="opset1">
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+				<port id="0" precision="I64">
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+			</output>
+		</layer>
+		<layer id="4321" name="__module.model.layers.18.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
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+		<layer id="4322" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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 		</layer>
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-		<layer id="4985" name="__module.model.layers.18.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4383" name="__module.model.layers.18.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -76596,413 +64962,497 @@
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 		</layer>
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 			<input>
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@@ -77018,71 +65468,184 @@
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 			<output>
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 		</layer>
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 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
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 			<output>
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@@ -77104,7 +65667,7 @@
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@@ -77121,8 +65684,8 @@
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@@ -77140,13 +65703,13 @@
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-		<layer id="5023" name="Constant_263467" type="Const" version="opset1">
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+		<layer id="4435" name="Constant_292546" type="Const" version="opset1">
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@@ -77169,207 +65732,246 @@
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+		<layer id="4437" name="self.model.layers.18.self_attn.v_proj.weight" type="Const" version="opset1">
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+		<layer id="4440" name="Convert_312772" type="Convert" version="opset1">
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@@ -77380,81 +65982,81 @@
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-				<port id="0" precision="I64" />
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+		<layer id="4457" name="Constant_227667" type="Const" version="opset1">
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 		</layer>
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+		<layer id="4459" name="Gather_227669" type="Gather" version="opset8">
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+				<port id="2" precision="I64" />
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+				<port id="3" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5047" name="ScatterUpdate_224506" type="ScatterUpdate" version="opset3">
+		<layer id="4460" name="__module.model.layers.18.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+			<data axis="0" />
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 				<port id="0" precision="I64">
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@@ -77462,148 +66064,117 @@
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 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
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 			</input>
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+				<port id="4" precision="I64" names="3550">
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="4461" name="__module.model.layers.18.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+			<data mode="bidirectional" />
+			<input>
+				<port id="0" precision="FP32">
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+				<port id="2" precision="FP32" names="3551,hidden_states.557">
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+					<dim>8</dim>
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+					<dim>-1</dim>
+					<dim>128</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="4462" name="Constant_268460" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4463" name="__module.model.layers.18.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
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 					<dim>32</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="4464" name="__module.model.layers.18.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 					<dim>32</dim>
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-				<port id="0" precision="I64">
-					<dim>4</dim>
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 		</layer>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4466" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -77611,1150 +66182,937 @@
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 					<dim>128</dim>
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-				<port id="2" precision="I64">
-					<dim>4</dim>
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-				<port id="3" precision="I64">
+				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
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 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="5057" name="__module.model.layers.18.self_attn/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
+		<layer id="4467" name="Constant_268461" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4468" name="__module.model.layers.18.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>3</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3560">
 					<dim>-1</dim>
-					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
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 			</output>
 		</layer>
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+		<layer id="4469" name="self.model.layers.18.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2660039904" size="8388608" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.18.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="4470" name="Convert_312801" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
+				<port id="0" precision="U4">
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 					<dim>128</dim>
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 			</input>
 			<output>
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-					<dim>32768</dim>
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+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+			<data destination_type="f16" />
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+				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
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+					<dim>32</dim>
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 		</layer>
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-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4473" name="self.model.layers.18.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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@@ -79287,7 +67388,7 @@
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@@ -79304,28 +67405,34 @@
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 			<input>
 				<port id="0" precision="U4">
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@@ -79334,6 +67441,8 @@
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 				<port id="1" precision="FP16">
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@@ -79345,8 +67454,8 @@
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@@ -79355,7 +67464,7 @@
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@@ -79377,15 +67486,15 @@
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+		<layer id="4548" name="Constant_312874" type="Const" version="opset1">
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@@ -79404,11 +67513,8 @@
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 		</layer>
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@@ -79422,7 +67528,7 @@
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 		</layer>
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@@ -79436,793 +67542,905 @@
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 			<output>
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 					<dim>-1</dim>
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+		<layer id="4552" name="Constant_268462" type="Const" version="opset1">
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 			<output>
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+		<layer id="4554" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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@@ -80231,569 +68449,723 @@
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+		<layer id="4665" name="Constant_304996" type="Const" version="opset1">
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 			<output>
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 		</layer>
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+		<layer id="4666" name="Concat_304997" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
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 				<port id="1" precision="I64">
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@@ -80801,221 +69173,169 @@
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 					<dim>1</dim>
 				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="4667" name="Broadcast_305000" type="Broadcast" version="opset3">
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-					<dim>-1</dim>
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-		</layer>
-		<layer id="5260" name="__module.model.layers.19.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="4668" name="ReadValue_298534" type="ReadValue" version="opset6">
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 				<port id="0" precision="FP32">
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 			<output>
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 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="32768, 128" offset="139835237" size="8388608" />
+		<layer id="4669" name="Constant_292552" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
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-					<dim>128</dim>
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+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5262" name="self.model.layers.19.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="4670" name="Gather_292553" type="Gather" version="opset8">
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 			<input>
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+				<port id="0" precision="FP32">
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 			<output>
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 			</output>
 		</layer>
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 		</layer>
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 			<input>
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+				<port id="0" precision="U8">
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 					<dim>1024</dim>
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-					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="608614478" size="1" />
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+			<data element_type="u8" shape="1024, 1" offset="2775399648" size="1024" />
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 			</output>
 		</layer>
-		<layer id="5267" name="Convert_21486" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5268" name="self.model.layers.19.self_attn.k_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4675" name="self.model.layers.19.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
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 		</layer>
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 		</layer>
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+		<layer id="4677" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 				<port id="1" precision="FP16">
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 			<output>
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@@ -81023,11 +69343,8 @@
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 			</output>
 		</layer>
-		<layer id="5273" name="self.model.layers.19.self_attn.k_proj.weight" type="Convert" version="opset1">
+		<layer id="4678" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -81041,7 +69358,7 @@
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 			</output>
 		</layer>
-		<layer id="5274" name="__module.model.layers.19.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4679" name="__module.model.layers.19.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -81055,34 +69372,23 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3624,key_states.81">
+				<port id="2" precision="FP32" names="3626,value_states.39">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
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-				<port id="2" precision="I64">
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+		<layer id="4680" name="Constant_268465" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
 			<output>
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 			</output>
 		</layer>
-		<layer id="5276" name="__module.model.layers.19.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="4681" name="__module.model.layers.19.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81094,7 +69400,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3631">
+				<port id="2" precision="FP32" names="3634">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -81102,15 +69408,15 @@
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 			</output>
 		</layer>
-		<layer id="5277" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="4682" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5278" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4683" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81123,7 +69429,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3632,key_states.83">
+				<port id="2" precision="FP32" names="3635">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -81131,8 +69437,8 @@
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 			</output>
 		</layer>
-		<layer id="5279" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
+		<layer id="4684" name="__module.model.layers.19.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81140,128 +69446,15 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
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-			<output>
-				<port id="1" precision="I64">
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-			<output>
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-			<output>
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-		<layer id="5282" name="Constant_275466_compressed" type="Const" version="opset1">
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-		<layer id="5283" name="Constant_275466" type="Convert" version="opset1">
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-				<attribute name="decompression" version="0" />
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 					<dim>8</dim>
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 					<dim>-1</dim>
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 			<output>
-				<port id="1" precision="FP32" names="past_key_values.19.key">
+				<port id="2" precision="FP32" names="present.19.value">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -81269,14 +69462,7 @@
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 		</layer>
-		<layer id="5290" name="Constant_263473" type="Const" version="opset1">
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-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="5291" name="Gather_263474" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="4685" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -81284,21 +69470,19 @@
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I32">
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-				</port>
-				<port id="2" precision="I64" />
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 			</input>
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+				<port id="2" precision="FP32" names="3717,3718,3719">
 					<dim>-1</dim>
 					<dim>8</dim>
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 			</output>
 		</layer>
-		<layer id="5292" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="4686" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81314,75 +69498,81 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4687" name="Constant_268859" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4688" name="__module.model.layers.19.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5294" name="__module.model.layers.19.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="4689" name="__module.model.layers.19.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3638" />
+				<port id="3" precision="I64" names="3711">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5295" name="__module.model.layers.19.self_attn/aten::add_/Add" type="Add" version="opset1">
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
+		<layer id="4690" name="Constant_216800" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
-				<port id="2" precision="I64" names="3637,3641,3642,kv_seq_len.39" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5296" name="__module.model.layers.19.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4691" name="Constant_227702" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
-			</input>
+		<layer id="4692" name="Constant_227703" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="2" precision="I64">
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+				<port id="0" precision="I64" />
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
+		<layer id="4693" name="Gather_227704" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
+					<dim>4</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4694" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
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-					<dim>128</dim>
+				<port id="0" precision="I64">
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 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -81391,63 +69581,72 @@
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 				</port>
 				<port id="3" precision="I64">
-					<dim>1</dim>
+					<dim>2</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3645,3646,3650,cos.77">
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-					<dim>128</dim>
+				<port id="4" precision="I64" names="3720">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5300" name="Constant_29731" type="Const" version="opset1">
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-		<layer id="5301" name="__module.model.layers.19.self_attn/aten::index/Gather" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="4695" name="__module.model.layers.19.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I32">
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-					<dim>-1</dim>
+				<port id="1" precision="I64">
+					<dim>5</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="3653">
+				<port id="2" precision="FP32" names="3721,hidden_states.587">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5302" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="4696" name="Constant_268466" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4697" name="__module.model.layers.19.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3654,cos.79">
+				<port id="2" precision="FP32" names="3725">
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5303" name="__module.model.layers.19.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="4698" name="__module.model.layers.19.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81457,13 +69656,25 @@
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="3726,attn_output.77">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -81471,30 +69682,15 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4699" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
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+				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
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-		<layer id="5306" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
+		<layer id="4700" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81502,1387 +69698,1323 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
 			</input>
 			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
+				<port id="2" precision="FP32" names="3727">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4701" name="Constant_268467" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5308" name="__module.model.layers.19.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="4702" name="__module.model.layers.19.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>3</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3659,3664" />
+				<port id="2" precision="FP32" names="3730">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
+		<layer id="4703" name="self.model.layers.19.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2775402720" size="8388608" />
 			<output>
-				<port id="2" precision="I64" />
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-			<output>
-				<port id="1" precision="I64" names="3661,3662,3666,3667" />
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5312" name="__module.model.layers.19.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="4704" name="Convert_312878" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="U4">
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
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-					<dim>1</dim>
+				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
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 			<output>
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+					<dim>32</dim>
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 				</port>
 			</output>
 		</layer>
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+			<data destination_type="f16" />
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-				<port id="3" precision="I32">
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+					<dim>32</dim>
 					<dim>1</dim>
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+					<dim>32</dim>
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+		</layer>
+		<layer id="4774" name="__module.model.layers.20.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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+		<layer id="4777" name="self.model.layers.20.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="5392" name="Convert_21476" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
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 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
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+		<layer id="4779" name="self.model.layers.20.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 					<dim>128</dim>
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 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
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+					<dim>4096</dim>
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 					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="2297919568" size="65536" />
+		<layer id="4780" name="self.model.layers.20.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2884126944" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
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+					<dim>4096</dim>
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 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="4781" name="self.model.layers.20.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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+					<dim>4096</dim>
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 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
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+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5396" name="Constant_21481" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
+		<layer id="4782" name="Constant_312951" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
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 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="5397" name="Reshape_21482" type="Reshape" version="opset1">
+		<layer id="4783" name="Reshape_312952" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
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@@ -82892,30 +71024,27 @@
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 			<output>
 				<port id="2" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
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+		<layer id="4784" name="self.model.layers.20.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
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+					<dim>4096</dim>
 					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5399" name="__module.model.layers.19.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4785" name="__module.model.layers.20.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -82924,53 +71053,61 @@
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 				</port>
 				<port id="1" precision="FP32">
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+					<dim>4096</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3792,query_states.41">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>4096</dim>
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 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="4786" name="Constant_268468" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4787" name="__module.model.layers.20.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3798">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5401" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="4788" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5402" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4789" name="__module.model.layers.20.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>128</dim>
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 				<port id="1" precision="I32">
@@ -82978,32 +71115,112 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3635">
+				<port id="2" precision="FP32" names="3799,q.41">
 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5403" name="__module.model.layers.19.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
-			<data axis="-2" />
+		<layer id="4790" name="self.model.layers.20.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
+			<output>
+				<port id="0" precision="FP32" names="self.model.layers.20.self_attn.rotary_emb.cos_cached">
+					<dim>32768</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4791" name="__module.model.layers.20.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4792" name="Constant_305038" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="4793" name="Constant_305031" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4794" name="Constant_305033" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4795" name="Constant_305035" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4796" name="Concat_305036" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
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+				<port id="2" precision="I64">
+					<dim>1</dim>
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+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4797" name="Broadcast_305039" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
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+			</input>
+			<output>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+			</output>
+		</layer>
+		<layer id="4798" name="ReadValue_298540" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.20.keypresent.20.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
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+					<dim>0</dim>
 					<dim>128</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.19.value">
+				<port id="1" precision="FP32" names="past_key_values.20.key">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -83011,7 +71228,14 @@
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 			</output>
 		</layer>
-		<layer id="5404" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="4799" name="Constant_292555" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="4800" name="Gather_292556" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -83019,19 +71243,21 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="I32">
+					<dim>-1</dim>
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5405" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83047,27 +71273,21 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4802" name="Constant_268862" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4803" name="Constant_268157" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5408" name="__module.model.layers.19.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="4804" name="Gather_268158" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -83076,178 +71296,210 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="3808">
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-		<layer id="5410" name="__module.model.layers.19.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="4805" name="__module.model.layers.20.self_attn/aten::add_/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3711" />
+				<port id="2" precision="I64" names="3807,3811,3812,kv_seq_len.41">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5411" name="Constant_169747" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4806" name="__module.model.layers.20.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="4807" name="__module.model.layers.20.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP32">
+					<dim>32768</dim>
+					<dim>128</dim>
+				</port>
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 					<dim>1</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
 			<output>
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-					<dim>2</dim>
+				<port id="4" precision="FP32" names="3815,3816,3820,cos.81">
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5414" name="Constant_213316" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4808" name="Constant_29768" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5415" name="Gather_213317" type="Gather" version="opset8">
+		<layer id="4809" name="__module.model.layers.20.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
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-					<dim>2</dim>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+					<dim>-1</dim>
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+				<port id="2" precision="I32" />
 			</input>
 			<output>
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-					<dim>2</dim>
+				<port id="3" precision="FP32" names="3823">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5416" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="4810" name="__module.model.layers.20.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64">
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3824,cos.83">
+					<dim>-1</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
+			</output>
+		</layer>
+		<layer id="4811" name="__module.model.layers.20.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
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-					<dim>2</dim>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="3720">
-					<dim>5</dim>
+				<port id="2" precision="FP32" names="3828">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5417" name="__module.model.layers.19.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
+		<layer id="4812" name="Constant_239576" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
 				<port id="0" precision="I64">
-					<dim>5</dim>
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="4813" name="Constant_239575" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5418" name="__module.model.layers.19.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="4814" name="__module.model.layers.20.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+			</input>
+			<output>
 				<port id="1" precision="I64">
-					<dim>5</dim>
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="4815" name="__module.model.layers.20.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="4816" name="__module.model.layers.20.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
 				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="3829,3834" />
 			</output>
 		</layer>
-		<layer id="5419" name="__module.model.layers.19.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="4817" name="__module.model.layers.20.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="I64" names="3722,3723" />
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="4818" name="__module.model.layers.20.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="3831,3832,3836,3837" />
 			</output>
 		</layer>
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-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4819" name="Constant_267123" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5421" name="__module.model.layers.19.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
+		<layer id="4820" name="__module.model.layers.20.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -83261,50 +71513,53 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5422" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="4821" name="Constant_239574" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4822" name="ScatterUpdate_239577" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
+					<dim>4</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>2</dim>
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I32">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3724">
+				<port id="4" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5423" name="__module.model.layers.19.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
+		<layer id="4823" name="Constant_239580" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="4824" name="Constant_239583" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
-				<port id="2" precision="FP32" names="3725">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5424" name="__module.model.layers.19.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
-			<data causal="false" />
+		<layer id="4825" name="__module.model.layers.20.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -83312,1212 +71567,1275 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="2" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="3" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="3" precision="I64">
+					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3726,attn_output.77">
+				<port id="4" precision="FP32" names="3838,x2.81">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5425" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="4826" name="Constant_258599" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5426" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="4827" name="__module.model.layers.20.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>4</dim>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3727">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="3839">
 					<dim>-1</dim>
 					<dim>32</dim>
-					<dim>128</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5427" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
+		<layer id="4828" name="Constant_239628" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
 				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="4829" name="Constant_239633" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
-				<port id="2" precision="I64" names="3729">
-					<dim>3</dim>
+				<port id="0" precision="I64">
+					<dim>4</dim>
 				</port>
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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+		<layer id="4904" name="Convert_312923" type="Convert" version="opset1">
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+		<layer id="4905" name="self.model.layers.20.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
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+		<layer id="4906" name="Convert_312926" type="Convert" version="opset1">
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+		<layer id="4907" name="self.model.layers.20.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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+		<layer id="4908" name="self.model.layers.20.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="2892781792" size="2048" />
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+			</output>
+		</layer>
+		<layer id="4909" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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+					<dim>4096</dim>
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+					<dim>1024</dim>
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+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5498" name="Constant_243942" type="Convert" version="opset1">
+		<layer id="4910" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 				<port id="1" precision="FP32">
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+					<dim>1024</dim>
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="4911" name="__module.model.layers.20.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
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@@ -84525,183 +72843,381 @@
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 				</port>
 				<port id="1" precision="FP32">
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-					<dim>1</dim>
-					<dim>1</dim>
+					<dim>1024</dim>
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+		<layer id="4912" name="Constant_268471" type="Const" version="opset1">
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 			<output>
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+				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-			<data keep_dims="true" />
+		<layer id="4913" name="__module.model.layers.20.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
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 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 			<output>
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 		</layer>
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-			<data element_type="f16" shape="1, 1, 1" offset="131184426" size="2" />
+		<layer id="4914" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 		</layer>
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="4915" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 		</layer>
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+		<layer id="4916" name="__module.model.layers.20.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 		</layer>
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+		<layer id="4917" name="__module.model.layers.20.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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-			<data auto_broadcast="numpy" m_pythondiv="true" />
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+		<layer id="4919" name="Constant_268868" type="Const" version="opset1">
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+		<layer id="4920" name="__module.model.layers.20.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
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+				<port id="0" precision="I32" />
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+		</layer>
+		<layer id="4921" name="__module.model.layers.20.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
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+					<dim>4</dim>
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+				<port id="3" precision="I64" names="3881">
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+				<port id="0" precision="I64">
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+				<port id="0" precision="I64" />
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+		<layer id="4925" name="Gather_227739" type="Gather" version="opset8">
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+				<port id="0" precision="I64">
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+		<layer id="4926" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
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+		<layer id="4928" name="Constant_268472" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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-			<data auto_broadcast="numpy" />
+		<layer id="4931" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4932" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3897">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4933" name="Constant_268473" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4934" name="__module.model.layers.20.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>3</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3780,3782,hidden_states.609">
+				<port id="2" precision="FP32" names="3900">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="2397485136" size="8388608" />
+		<layer id="4935" name="self.model.layers.20.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2892783840" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -84710,7 +73226,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5510" name="Convert_21564" type="Convert" version="opset1">
+		<layer id="4936" name="Convert_312955" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -84727,28 +73243,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5511" name="self.model.layers.20.self_attn.q_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="496138317" size="1" />
+		<layer id="4937" name="self.model.layers.20.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2901172448" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5512" name="Convert_21566" type="Convert" version="opset1">
+		<layer id="4938" name="Convert_312957" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5513" name="self.model.layers.20.self_attn.q_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4939" name="self.model.layers.20.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -84757,6 +73279,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -84768,8 +73292,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5514" name="self.model.layers.20.self_attn.q_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2405873744" size="262144" />
+		<layer id="4940" name="self.model.layers.20.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2901237984" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -84778,7 +73302,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5515" name="self.model.layers.20.self_attn.q_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4941" name="self.model.layers.20.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -84800,15 +73324,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5516" name="Constant_21571" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="4942" name="Constant_312962" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5517" name="Reshape_21572" type="Reshape" version="opset1">
+		<layer id="4943" name="Reshape_312963" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -84827,11 +73351,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5518" name="self.model.layers.20.self_attn.q_proj.weight" type="Convert" version="opset1">
+		<layer id="4944" name="self.model.layers.20.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -84845,7 +73366,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5519" name="__module.model.layers.20.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4945" name="__module.model.layers.20.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84859,86 +73380,97 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3792,query_states.41">
+				<port id="2" precision="FP32" names="3902,3904,hidden_states.619">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5520" name="__module.model.layers.20.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
+		<layer id="4946" name="__module.model.layers.20/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
 			</input>
 			<output>
-				<port id="1" precision="I64">
-					<dim>3</dim>
+				<port id="2" precision="FP32" names="3907,3909,3920,hidden_states.621,hidden_states.623">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5521" name="Constant_213330" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835197" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4947" name="Constant_258604" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="2901500128" size="16384" />
 			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5522" name="Constant_213331" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4948" name="Constant_258603" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5523" name="Gather_213332" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>3</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
+		<layer id="4949" name="Constant_258601" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
-				<port id="3" precision="I64">
-					<dim>2</dim>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5524" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="4950" name="__module.model.layers.20.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
 				</port>
-				<port id="1" precision="I64">
+				<port id="1" precision="FP32">
+					<dim>1</dim>
 					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3797">
-					<dim>4</dim>
+				<port id="2" precision="FP32" names="3910">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5525" name="__module.model.layers.20.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="4951" name="Constant_14489" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
+			<output>
+				<port id="0" precision="I64" names="3911">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4952" name="__module.model.layers.20.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -84946,198 +73478,252 @@
 					<dim>4096</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3798">
+				<port id="2" precision="FP32" names="3912,variance.83">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5526" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="4953" name="Constant_258602" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5527" name="__module.model.layers.20.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="4954" name="__module.model.layers.20.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>4</dim>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3799,q.41">
+				<port id="2" precision="FP32" names="3913">
 					<dim>-1</dim>
-					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5528" name="self.model.layers.20.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="139835237" size="8388608" />
+		<layer id="4955" name="__module.model.layers.20.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.20.self_attn.rotary_emb.cos_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5529" name="self.model.layers.20.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="4956" name="__module.model.layers.20.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="2" precision="FP32" names="3914">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5530" name="__module.model.layers.20.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="4957" name="__module.model.layers.20.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
+				<port id="2" precision="FP32" names="3915,3916,hidden_states.625,hidden_states.627">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4958" name="__module.model.layers.20.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3917,3919">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="2406135888" size="2097152" />
+		<layer id="4959" name="self.model.layers.20.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="2901516512" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
-					<dim>1024</dim>
+					<dim>14336</dim>
 					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5532" name="Convert_21554" type="Convert" version="opset1">
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 			<data destination_type="f16" />
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 		</layer>
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 				<port id="0" precision="U4">
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 		</layer>
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+		<layer id="4963" name="self.model.layers.20.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 		</layer>
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+		<layer id="4965" name="self.model.layers.20.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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+		<layer id="4966" name="Constant_312984" type="Const" version="opset1">
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 		</layer>
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 				<port id="0" precision="FP16">
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@@ -85147,30 +73733,27 @@
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 			<output>
 				<port id="2" precision="FP16">
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 					<dim>4096</dim>
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 		</layer>
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+		<layer id="4968" name="self.model.layers.20.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<input>
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 					<dim>4096</dim>
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 				<port id="1" precision="FP32">
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 		</layer>
-		<layer id="5541" name="__module.model.layers.20.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4969" name="__module.model.layers.20.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -85179,914 +73762,1123 @@
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 				</port>
 				<port id="1" precision="FP32">
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 			<output>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="4970" name="__module.model.layers.20.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<output>
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="4971" name="self.model.layers.20.mlp.up_proj.weight" type="Const" version="opset1">
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 		</layer>
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+		<layer id="4972" name="Convert_312966" type="Convert" version="opset1">
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 			<input>
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 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3842">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5033" name="ShapeOf_268171" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5034" name="Constant_268871" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5035" name="Constant_268173" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5036" name="Gather_268174" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="3978">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5601" name="__module.model.layers.20.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5037" name="__module.model.layers.21.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="3977,3981,3982,kv_seq_len.43">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5038" name="__module.model.layers.21.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5039" name="__module.model.layers.21.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>32768</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="FP32" names="3985,3986,3990,cos.85">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5040" name="Constant_29774" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="5041" name="__module.model.layers.21.self_attn/aten::index/Gather" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I32" />
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+			<output>
+				<port id="3" precision="FP32" names="3993">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5042" name="__module.model.layers.21.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3843">
+				<port id="2" precision="FP32" names="3994,cos.87">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5602" name="__module.model.layers.20.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5043" name="__module.model.layers.21.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -86098,46 +74890,53 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3844">
+				<port id="2" precision="FP32" names="3998">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5603" name="Constant_225158" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5044" name="Constant_239852" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5045" name="Constant_239851" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5605" name="__module.model.layers.20.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5046" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5047" name="__module.model.layers.21.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5606" name="__module.model.layers.20.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="5048" name="__module.model.layers.21.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -86147,10 +74946,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3845,3850" />
+				<port id="3" precision="I64" names="3999,4004" />
 			</output>
 		</layer>
-		<layer id="5607" name="__module.model.layers.20.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5049" name="__module.model.layers.21.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -86160,27 +74959,29 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5608" name="__module.model.layers.20.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5050" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3847,3848,3852,3853" />
+				<port id="1" precision="I64" names="4001,4002,4006,4007" />
 			</output>
 		</layer>
-		<layer id="5609" name="__module.model.layers.20.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5051" name="Constant_267135" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5610" name="__module.model.layers.20.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="5052" name="__module.model.layers.21.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -86188,18 +74989,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5611" name="Constant_225156" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5053" name="Constant_239850" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5612" name="ScatterUpdate_225159" type="ScatterUpdate" version="opset3">
+		<layer id="5054" name="ScatterUpdate_239853" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -86220,34 +75018,28 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5613" name="Constant_225162" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5055" name="Constant_239856" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5614" name="Constant_225165" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5056" name="Constant_239859" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5615" name="__module.model.layers.20.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="5057" name="__module.model.layers.21.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -86262,40 +75054,18 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3854,x2.83">
+				<port id="4" precision="FP32" names="4008,x2.85">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5616" name="Constant_243947_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5617" name="Constant_243947" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5058" name="Constant_258609" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -86303,12 +75073,12 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5618" name="__module.model.layers.20.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5059" name="__module.model.layers.21.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
@@ -86320,42 +75090,36 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3855">
+				<port id="2" precision="FP32" names="4009">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5619" name="Constant_225210" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5060" name="Constant_239904" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5620" name="Constant_225215" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5061" name="Constant_239909" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5621" name="__module.model.layers.20.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="5062" name="__module.model.layers.21.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -86370,537 +75134,185 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3849">
+				<port id="4" precision="FP32" names="4003">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5622" name="__module.model.layers.20.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5063" name="__module.model.layers.21.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3857">
+				<port id="2" precision="FP32" names="4011">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5623" name="__module.model.layers.20.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
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@@ -86926,28 +75338,34 @@
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 			</output>
 		</layer>
-		<layer id="5658" name="self.model.layers.20.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="5075" name="self.model.layers.21.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="3003867360" size="16384" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5659" name="Convert_21546" type="Convert" version="opset1">
+		<layer id="5076" name="Convert_313012" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5660" name="self.model.layers.20.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5077" name="self.model.layers.21.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -86956,6 +75374,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -86967,8 +75387,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5661" name="self.model.layers.20.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="2410395728" size="65536" />
+		<layer id="5078" name="self.model.layers.21.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="3003883744" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -86977,7 +75397,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5662" name="self.model.layers.20.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5079" name="self.model.layers.21.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -86999,15 +75419,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5663" name="Constant_21551" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
+		<layer id="5080" name="Constant_313017" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5664" name="Reshape_21552" type="Reshape" version="opset1">
+		<layer id="5081" name="Reshape_313018" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87026,11 +75446,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5665" name="self.model.layers.20.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="5082" name="self.model.layers.21.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -87044,7 +75461,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5666" name="__module.model.layers.20.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5083" name="__module.model.layers.21.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87058,15 +75475,23 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3796,value_states.41">
+				<port id="2" precision="FP32" names="3964,key_states.89">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5667" name="__module.model.layers.20.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="5084" name="Constant_268475" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5085" name="__module.model.layers.21.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87078,7 +75503,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3804">
+				<port id="2" precision="FP32" names="3971">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -87086,15 +75511,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5668" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="5086" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5669" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5087" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87107,7 +75532,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3805">
+				<port id="2" precision="FP32" names="3972,key_states.91">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -87115,8 +75540,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5670" name="__module.model.layers.20.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
-			<data axis="-2" />
+		<layer id="5088" name="__module.model.layers.21.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87126,13 +75551,13 @@
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.20.value">
+				<port id="2" precision="FP32" names="4014">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -87140,27 +75565,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5671" name="__module.model.layers.20.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+		<layer id="5089" name="Constant_239953" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-			</input>
+			</output>
+		</layer>
+		<layer id="5090" name="Constant_239952" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
-				<port id="2" precision="FP32" names="3887,3888,3889">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="0" precision="I64">
 					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5672" name="__module.model.layers.20.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="5091" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87176,77 +75597,52 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5673" name="Constant_212358" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5674" name="__module.model.layers.20.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5092" name="__module.model.layers.21.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5675" name="__module.model.layers.20.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="5093" name="__module.model.layers.21.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I64" />
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3880">
-					<dim>1</dim>
-				</port>
+				<port id="3" precision="I64" names="4015,4020" />
 			</output>
 		</layer>
-		<layer id="5676" name="__module.model.layers.20.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5094" name="__module.model.layers.21.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
 			<output>
-				<port id="0" precision="I32" />
+				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5677" name="__module.model.layers.20.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="5095" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3881" />
+				<port id="1" precision="I64" names="4017,4018,4022,4023" />
 			</output>
 		</layer>
-		<layer id="5678" name="Constant_169759" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5096" name="Constant_267137" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5679" name="__module.model.layers.20.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
+		<layer id="5097" name="__module.model.layers.21.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -87260,889 +75656,701 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5680" name="Constant_213350" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5098" name="Constant_239951" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
+				<port id="0" precision="I32">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5681" name="Constant_213351" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="5682" name="Gather_213352" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="5099" name="ScatterUpdate_239954" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64">
-					<dim>2</dim>
-				</port>
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-		<layer id="5683" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
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 				<port id="1" precision="I64">
 					<dim>1</dim>
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 				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I64">
-					<dim>2</dim>
+				<port id="3" precision="I32">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="3890">
-					<dim>5</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5684" name="__module.model.layers.20.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
+		<layer id="5100" name="Constant_239957" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
+			<output>
 				<port id="0" precision="I64">
-					<dim>5</dim>
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="5101" name="Constant_239960" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
+				<port id="0" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5685" name="__module.model.layers.20.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="5102" name="__module.model.layers.21.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>5</dim>
+					<dim>4</dim>
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+				<port id="2" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>4</dim>
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="4024,x2.87">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
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-			<input>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+					<dim>1</dim>
+					<dim>1</dim>
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-			<data special_zero="false" />
+		<layer id="5104" name="__module.model.layers.21.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
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@@ -88151,336 +76359,501 @@
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@@ -88490,50 +76863,47 @@
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+		<layer id="5182" name="Constant_258613" type="Const" version="opset1">
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+		<layer id="5184" name="__module.model.layers.21.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
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 			<input>
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@@ -88660,22 +76970,22 @@
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@@ -88688,44 +76998,24 @@
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@@ -88740,14 +77030,14 @@
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@@ -88763,7 +77053,7 @@
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@@ -88778,14 +77068,14 @@
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 				<port id="0" precision="U4">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
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 				<port id="0" precision="FP16">
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 				<port id="0" precision="FP16">
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@@ -88951,30 +77249,27 @@
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-		<layer id="5786" name="__module.model.layers.21.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -88983,291 +77278,349 @@
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-			<rt_info>
-				<attribute name="precise" version="0" />
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 			<output>
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-		</layer>
-		<layer id="5790" name="Gather_213367" type="Gather" version="opset8">
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 			<input>
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-				<port id="1" precision="I64">
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+		</layer>
+		<layer id="5208" name="Convert_313045" type="Convert" version="opset1">
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+				<port id="0" precision="U4">
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+					<dim>32</dim>
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+					<dim>32</dim>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="5209" name="self.model.layers.21.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<input>
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 			<output>
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 					<dim>128</dim>
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 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="5210" name="self.model.layers.21.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
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+					<dim>32</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="5211" name="self.model.layers.21.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<input>
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 					<dim>128</dim>
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+				<port id="0" precision="I64">
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 		</layer>
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+		<layer id="5214" name="self.model.layers.21.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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+		<layer id="5216" name="__module.model.layers.21.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			</output>
 		</layer>
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 			<input>
 				<port id="0" precision="U4">
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 			<output>
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 					<dim>128</dim>
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 			</output>
 		</layer>
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 				<port id="0" precision="U4">
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 					<dim>1</dim>
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 			</output>
 		</layer>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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+					<dim>112</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
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 				<port id="0" precision="FP16">
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 					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
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 					<dim>128</dim>
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 		</layer>
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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 					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
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 			<input>
 				<port id="0" precision="FP16">
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@@ -89276,822 +77629,698 @@
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 			<output>
 				<port id="2" precision="FP16">
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 					<dim>4096</dim>
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 			</output>
 		</layer>
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 			<input>
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 					<dim>4096</dim>
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 			<output>
 				<port id="1" precision="FP32">
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 					<dim>4096</dim>
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 		</layer>
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 					<dim>-1</dim>
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 					<dim>4096</dim>
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 			<output>
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-					<dim>128</dim>
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+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
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+				<port id="2" precision="I64" />
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 			<output>
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-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="3" precision="I64" names="4148">
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
+		<layer id="5271" name="__module.model.layers.22.self_attn/aten::add_/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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+				<port id="1" precision="I64">
+					<dim>1</dim>
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+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5272" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5863" name="__module.model.layers.21.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
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@@ -90109,19 +78338,19 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3987,3988,3991,sin.85">
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 					<dim>128</dim>
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-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="5274" name="Constant_29780" type="Const" version="opset1">
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 			</output>
 		</layer>
-		<layer id="5865" name="__module.model.layers.21.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="5275" name="__module.model.layers.22.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90135,14 +78364,14 @@
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 			</input>
 			<output>
-				<port id="3" precision="FP32" names="3996">
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 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5866" name="__module.model.layers.21.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="5276" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -90152,7 +78381,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3997,sin.87">
+				<port id="2" precision="FP32" names="4164,cos.91">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -90160,7 +78389,7 @@
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 			</output>
 		</layer>
-		<layer id="5867" name="__module.model.layers.21.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5277" name="__module.model.layers.22.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90177,7 +78406,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4168">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -90185,88 +78414,45 @@
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 			</output>
 		</layer>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+		<layer id="5278" name="Constant_240128" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="5279" name="Constant_240127" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
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-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5869" name="__module.model.layers.21.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="5280" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
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-					<dim>128</dim>
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-		<layer id="5870" name="Constant_225434" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
+				<port id="1" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5871" name="Constant_225433" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5281" name="__module.model.layers.22.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5873" name="__module.model.layers.21.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="5282" name="__module.model.layers.22.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -90276,10 +78462,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4015,4020" />
+				<port id="3" precision="I64" names="4169,4174" />
 			</output>
 		</layer>
-		<layer id="5874" name="__module.model.layers.21.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5283" name="__module.model.layers.22.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -90289,27 +78475,29 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5875" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5284" name="__module.model.layers.22.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4017,4018,4022,4023" />
+				<port id="1" precision="I64" names="4171,4172,4176,4177" />
 			</output>
 		</layer>
-		<layer id="5876" name="__module.model.layers.21.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5285" name="Constant_267147" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5877" name="__module.model.layers.21.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="5286" name="__module.model.layers.22.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -90317,18 +78505,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5878" name="Constant_225432" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5287" name="Constant_240126" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5879" name="ScatterUpdate_225435" type="ScatterUpdate" version="opset3">
+		<layer id="5288" name="ScatterUpdate_240129" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -90349,34 +78534,28 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5880" name="Constant_225438" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5289" name="Constant_240132" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5881" name="Constant_225441" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5290" name="Constant_240135" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5882" name="__module.model.layers.21.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="5291" name="__module.model.layers.22.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -90391,40 +78570,18 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4024,x2.87">
+				<port id="4" precision="FP32" names="4178,x2.89">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5883" name="Constant_243957_compressed" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="5884" name="Constant_243957" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5292" name="Constant_258619" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -90432,12 +78589,12 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5885" name="__module.model.layers.21.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5293" name="__module.model.layers.22.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
@@ -90449,42 +78606,36 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4025">
+				<port id="2" precision="FP32" names="4179">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5886" name="Constant_225486" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5294" name="Constant_240180" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5887" name="Constant_225491" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5295" name="Constant_240185" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5888" name="__module.model.layers.21.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="5296" name="__module.model.layers.22.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -90499,453 +78650,500 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4019">
+				<port id="4" precision="FP32" names="4173">
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5889" name="__module.model.layers.21.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5297" name="__module.model.layers.22.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>64</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4027">
+				<port id="2" precision="FP32" names="4181">
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
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 					<dim>8</dim>
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@@ -91244,7 +79360,7 @@
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@@ -91261,7 +79377,7 @@
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+				<port id="2" precision="FP32" names="present.22.key">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -91269,7 +79385,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5938" name="__module.model.layers.21.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="5344" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91280,7 +79396,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4057,4058,4059">
+				<port id="2" precision="FP32" names="4211,4212,4213">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -91289,7 +79405,38 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5939" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="5345" name="Constant_268193" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5346" name="Constant_268194" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5347" name="Gather_268195" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="4204">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5348" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91305,27 +79452,21 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5349" name="Constant_268883" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5350" name="__module.model.layers.22.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5942" name="__module.model.layers.21.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="5351" name="__module.model.layers.22.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -91337,96 +79478,158 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4050">
+				<port id="3" precision="I64" names="4205">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5943" name="__module.model.layers.21.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5352" name="Constant_216890" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5944" name="__module.model.layers.21.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
+		<layer id="5353" name="Constant_227797" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
+			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>2</dim>
 				</port>
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-			<output>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5354" name="Constant_227798" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5355" name="Gather_227799" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5946" name="__module.model.layers.21.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="5356" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
 				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64" names="4214">
+					<dim>5</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5947" name="Constant_213385" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5357" name="__module.model.layers.22.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+			<data mode="bidirectional" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>5</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
+				<port id="2" precision="FP32" names="4215,hidden_states.673">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>4</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5948" name="Constant_213386" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5358" name="Constant_268482" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5949" name="Gather_213387" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="5359" name="__module.model.layers.22.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>4</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>2</dim>
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64">
-					<dim>2</dim>
+				<port id="2" precision="FP32" names="4219">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5360" name="Constant_305077" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="5361" name="Constant_305070" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5362" name="Constant_305072" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5363" name="Constant_305074" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5950" name="__module.model.layers.21.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="5364" name="Concat_305075" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -91439,87 +79642,401 @@
 					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>2</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="4060">
-					<dim>5</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5951" name="__module.model.layers.21.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
+		<layer id="5365" name="Broadcast_305078" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5952" name="__module.model.layers.21.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="5366" name="ReadValue_298550" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.22.valuepresent.22.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>1</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="past_key_values.22.value">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5367" name="Constant_292570" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5368" name="Gather_292571" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+			</output>
+		</layer>
+		<layer id="5369" name="self.model.layers.22.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="3121330400" size="4194304" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5370" name="Convert_313077" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5371" name="self.model.layers.22.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="3125524704" size="1024" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5372" name="Convert_313080" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5373" name="self.model.layers.22.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5374" name="self.model.layers.22.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="3125525728" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5375" name="self.model.layers.22.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
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+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5376" name="self.model.layers.22.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5377" name="__module.model.layers.22.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
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+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
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+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
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+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4136,value_states.45">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
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+		</layer>
+		<layer id="5378" name="Constant_268483" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5379" name="__module.model.layers.22.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
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+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
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 				<port id="1" precision="I64">
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+					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4061,hidden_states.647">
+				<port id="2" precision="FP32" names="4144">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5380" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5381" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4145">
 					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5953" name="__module.model.layers.21.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="5382" name="__module.model.layers.22.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+			<data axis="-2" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="present.22.value">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5383" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="I64" names="4062,4063" />
+				<port id="2" precision="FP32" names="4227,4228,4229">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5384" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
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-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5385" name="Constant_268886" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="5386" name="__module.model.layers.22.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="5387" name="__module.model.layers.22.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="4221">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5388" name="Constant_216908" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5956" name="__module.model.layers.21.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
+		<layer id="5389" name="Constant_227807" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5390" name="Constant_227808" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5391" name="Gather_227809" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5392" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -91529,22 +80046,57 @@
 					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
 					<dim>2</dim>
 				</port>
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4064">
-					<dim>4</dim>
+				<port id="4" precision="I64" names="4230">
+					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5957" name="__module.model.layers.21.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="5393" name="__module.model.layers.22.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>5</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4231,hidden_states.677">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>4</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5394" name="Constant_268484" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5395" name="__module.model.layers.22.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -91553,7 +80105,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4065">
+				<port id="2" precision="FP32" names="4235">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -91561,7 +80113,7 @@
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 			</output>
 		</layer>
-		<layer id="5958" name="__module.model.layers.21.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5396" name="__module.model.layers.22.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -91584,13 +80136,13 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4066,attn_output.85">
+				<port id="4" precision="FP32" names="4236,attn_output.89">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -91598,15 +80150,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5959" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="5397" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5960" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5398" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91619,7 +80171,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4067">
+				<port id="2" precision="FP32" names="4237">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -91627,24 +80179,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5961" name="__module.model.layers.21.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
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-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5399" name="Constant_268485" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="4069">
+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5962" name="__module.model.layers.21.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="5400" name="__module.model.layers.22.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91657,15 +80201,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4070">
+				<port id="2" precision="FP32" names="4240">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="2522937424" size="8388608" />
+		<layer id="5401" name="self.model.layers.22.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3125527776" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -91674,7 +80218,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5964" name="Convert_21644" type="Convert" version="opset1">
+		<layer id="5402" name="Convert_313109" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -91691,28 +80235,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5965" name="self.model.layers.21.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="5403" name="self.model.layers.22.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3133916384" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5966" name="Convert_21646" type="Convert" version="opset1">
+		<layer id="5404" name="Convert_313111" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5967" name="self.model.layers.21.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5405" name="self.model.layers.22.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -91721,6 +80271,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -91732,8 +80284,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5968" name="self.model.layers.21.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2531326032" size="262144" />
+		<layer id="5406" name="self.model.layers.22.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3133981920" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -91742,7 +80294,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5969" name="self.model.layers.21.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5407" name="self.model.layers.22.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -91764,15 +80316,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5970" name="Constant_21651" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="5408" name="Constant_313116" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5971" name="Reshape_21652" type="Reshape" version="opset1">
+		<layer id="5409" name="Reshape_313117" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -91791,11 +80343,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5972" name="self.model.layers.21.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="5410" name="self.model.layers.22.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -91809,7 +80358,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5973" name="__module.model.layers.21.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5411" name="__module.model.layers.22.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91823,14 +80372,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4072,4074,hidden_states.649">
+				<port id="2" precision="FP32" names="4242,4244,hidden_states.679">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5974" name="__module.model.layers.21/aten::add/Add" type="Add" version="opset1">
+		<layer id="5412" name="__module.model.layers.22/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91845,134 +80394,74 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4077,4079,4090,hidden_states.651,hidden_states.653">
+				<port id="2" precision="FP32" names="4247,4249,4260,hidden_states.681,hidden_states.683">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5975" name="Constant_243961_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="2531588176" size="8192" />
+		<layer id="5413" name="Constant_258624" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="3134244064" size="16384" />
 			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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@@ -92037,14 +80506,14 @@
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@@ -92060,7 +80529,7 @@
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@@ -92136,7 +80605,7 @@
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 		</layer>
-		<layer id="5992" name="Convert_21664" type="Convert" version="opset1">
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 			<input>
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@@ -92153,28 +80622,34 @@
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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 				<port id="0" precision="U4">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -92183,6 +80658,8 @@
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 				<port id="1" precision="FP16">
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@@ -92194,8 +80671,8 @@
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 		</layer>
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 				<port id="0" precision="FP16">
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@@ -92204,7 +80681,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -92226,15 +80703,15 @@
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-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="5432" name="Constant_313138" type="Const" version="opset1">
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-		<layer id="5999" name="Reshape_21672" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -92253,11 +80730,8 @@
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 			</output>
 		</layer>
-		<layer id="6000" name="self.model.layers.21.mlp.gate_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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@@ -92271,7 +80745,7 @@
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 		</layer>
-		<layer id="6001" name="__module.model.layers.21.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -92285,14 +80759,14 @@
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 			<output>
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 				<port id="0" precision="FP32">
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@@ -92301,133 +80775,101 @@
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 			<output>
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 					<dim>14336</dim>
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 		</layer>
-		<layer id="6004" name="Convert_21654" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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-		<layer id="6006" name="Convert_21656" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
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 				<port id="1" precision="FP16">
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@@ -92523,28 +80962,34 @@
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 				<port id="0" precision="U4">
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@@ -92968,7 +81332,7 @@
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 			</output>
 		</layer>
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 			<input>
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@@ -92985,58 +81349,34 @@
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 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 		</layer>
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-				<port id="0" precision="FP16">
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-		<layer id="6049" name="self.model.layers.22.self_attn.q_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5475" name="self.model.layers.23.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -93058,344 +81398,51 @@
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-			<data element_type="i64" shape="2" offset="139835181" size="16" />
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-					<dim>4096</dim>
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 		</layer>
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+		<layer id="5477" name="self.model.layers.23.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
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 					<dim>128</dim>
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+		<layer id="5478" name="Constant_313182" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="6073" name="Reshape_21702" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
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+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
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@@ -93405,30 +81452,27 @@
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 			<output>
 				<port id="2" precision="FP16">
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+					<dim>4096</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
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 					<dim>4096</dim>
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 			<output>
 				<port id="1" precision="FP32">
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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@@ -93437,72 +81481,61 @@
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 				<port id="1" precision="FP32">
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+					<dim>4096</dim>
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 			<output>
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 					<dim>-1</dim>
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 			<output>
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 		</layer>
-		<layer id="6079" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="5485" name="__module.model.layers.23.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I32">
@@ -93510,95 +81543,62 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4142,key_states.95">
+				<port id="2" precision="FP32" names="4309,q.47">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6080" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
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-			<input>
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="5486" name="self.model.layers.23.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32" names="self.model.layers.23.self_attn.rotary_emb.cos_cached">
+					<dim>32768</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6081" name="__module.model.layers.22.self_attn/aten::size/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5487" name="__module.model.layers.23.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="6082" name="__module.model.layers.22.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="4146" />
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-		</layer>
-		<layer id="6083" name="Constant_275544_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
-			<output>
-				<port id="0" precision="FP16" />
 			</output>
 		</layer>
-		<layer id="6084" name="Constant_275544" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="5488" name="Constant_305116" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6085" name="Constant_275537" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="5489" name="Constant_305109" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6086" name="Constant_275539" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="5490" name="Constant_305111" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6087" name="Constant_275541" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="5491" name="Constant_305113" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6088" name="Concat_275542" type="Concat" version="opset1">
+		<layer id="5492" name="Concat_305114" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93620,7 +81620,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6089" name="Broadcast_275545" type="Broadcast" version="opset3">
+		<layer id="5493" name="Broadcast_305117" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -93637,8 +81637,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6090" name="ReadValue_269237" type="ReadValue" version="opset6">
-			<data variable_id="past_key_values.22.keypresent.22.key" variable_type="f32" variable_shape="?,8,?,128" />
+		<layer id="5494" name="ReadValue_298552" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.23.keypresent.23.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93648,7 +81648,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="past_key_values.22.key">
+				<port id="1" precision="FP32" names="past_key_values.23.key">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -93656,13 +81656,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6091" name="Constant_263491" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="5495" name="Constant_292573" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6092" name="Gather_263492" type="Gather" version="opset8">
+		<layer id="5496" name="Gather_292574" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93685,7 +81685,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6093" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="5497" name="ShapeOf_268203" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93701,70 +81701,62 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6094" name="__module.model.layers.22.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5498" name="Constant_268889" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5499" name="Constant_268205" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6095" name="__module.model.layers.22.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="5500" name="Gather_268206" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4148" />
+				<port id="3" precision="I64" names="4318">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6096" name="__module.model.layers.22.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="5501" name="__module.model.layers.23.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" names="4147,4151,4152,kv_seq_len.45" />
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-		</layer>
-		<layer id="6097" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="6098" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="4317,4321,4322,kv_seq_len.47">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6099" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5502" name="__module.model.layers.23.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6100" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="5503" name="__module.model.layers.23.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93782,19 +81774,19 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4155,4156,4160,cos.89">
+				<port id="4" precision="FP32" names="4325,4326,4330,cos.93">
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6101" name="Constant_29749" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="5504" name="Constant_29786" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6102" name="__module.model.layers.22.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="5505" name="__module.model.layers.23.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93808,14 +81800,14 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="4163">
+				<port id="3" precision="FP32" names="4333">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6103" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="5506" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93825,7 +81817,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4164,cos.91">
+				<port id="2" precision="FP32" names="4334,cos.95">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -93833,7 +81825,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6104" name="__module.model.layers.22.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5507" name="__module.model.layers.23.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93850,7 +81842,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4168">
+				<port id="2" precision="FP32" names="4338">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93858,29 +81850,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6105" name="Constant_225609" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5508" name="Constant_240404" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6106" name="Constant_225608" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5509" name="Constant_240403" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6107" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="5510" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93896,16 +81882,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6108" name="__module.model.layers.22.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5511" name="__module.model.layers.23.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6109" name="__module.model.layers.22.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="5512" name="__module.model.layers.23.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93915,10 +81898,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4169,4174" />
+				<port id="3" precision="I64" names="4339,4344" />
 			</output>
 		</layer>
-		<layer id="6110" name="__module.model.layers.22.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5513" name="__module.model.layers.23.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -93928,27 +81911,29 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6111" name="__module.model.layers.22.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5514" name="__module.model.layers.23.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4171,4172,4176,4177" />
+				<port id="1" precision="I64" names="4341,4342,4346,4347" />
 			</output>
 		</layer>
-		<layer id="6112" name="__module.model.layers.22.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5515" name="Constant_267159" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6113" name="__module.model.layers.22.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="5516" name="__module.model.layers.23.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -93956,18 +81941,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6114" name="Constant_225607" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5517" name="Constant_240402" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
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 			</output>
 		</layer>
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 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -93988,29 +81970,23 @@
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 		</layer>
-		<layer id="6116" name="Constant_225613" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5519" name="Constant_240408" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5520" name="Constant_240411" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6118" name="__module.model.layers.22.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="5521" name="__module.model.layers.23.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94030,7 +82006,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4178,x2.89">
+				<port id="4" precision="FP32" names="4348,x2.93">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94038,32 +82014,10 @@
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 			</output>
 		</layer>
-		<layer id="6119" name="Constant_243966_compressed" type="Const" version="opset1">
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-		<layer id="6120" name="Constant_243966" type="Convert" version="opset1">
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-			<rt_info>
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-			</input>
+		<layer id="5522" name="Constant_258629" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -94071,7 +82025,7 @@
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 			</output>
 		</layer>
-		<layer id="6121" name="__module.model.layers.22.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5523" name="__module.model.layers.23.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94088,7 +82042,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4179">
+				<port id="2" precision="FP32" names="4349">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94096,29 +82050,23 @@
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 			</output>
 		</layer>
-		<layer id="6122" name="Constant_225661" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5524" name="Constant_240456" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5525" name="Constant_240461" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="6124" name="__module.model.layers.22.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="5526" name="__module.model.layers.23.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94138,7 +82086,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4173">
+				<port id="4" precision="FP32" names="4343">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94146,7 +82094,7 @@
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 			</output>
 		</layer>
-		<layer id="6125" name="__module.model.layers.22.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5527" name="__module.model.layers.23.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94163,7 +82111,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4181">
+				<port id="2" precision="FP32" names="4351">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94171,56 +82119,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6126" name="self.model.layers.22.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.22.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="6127" name="self.model.layers.22.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="5528" name="self.model.layers.23.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.23.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6128" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5529" name="__module.model.layers.23.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6129" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5530" name="__module.model.layers.23.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6130" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="5531" name="__module.model.layers.23.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94238,19 +82162,19 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4157,4158,4161,sin.89">
+				<port id="4" precision="FP32" names="4327,4328,4331,sin.93">
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6131" name="Constant_29752" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="5532" name="Constant_29789" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6132" name="__module.model.layers.22.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="5533" name="__module.model.layers.23.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94264,14 +82188,14 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="4166">
+				<port id="3" precision="FP32" names="4336">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6133" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="5534" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94281,7 +82205,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4167,sin.91">
+				<port id="2" precision="FP32" names="4337,sin.95">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -94289,7 +82213,7 @@
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 			</output>
 		</layer>
-		<layer id="6134" name="__module.model.layers.22.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5535" name="__module.model.layers.23.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94306,7 +82230,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4182">
+				<port id="2" precision="FP32" names="4352">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94314,7 +82238,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6135" name="__module.model.layers.22.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5536" name="__module.model.layers.23.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94331,7 +82255,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4183">
+				<port id="2" precision="FP32" names="4353">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -94339,106 +82263,304 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6136" name="__module.model.layers.22.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="5537" name="self.model.layers.23.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="3262770400" size="4194304" />
 			<output>
-				<port id="2" precision="FP32" names="4184">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6137" name="Constant_225710" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5538" name="Convert_313165" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6138" name="Constant_225709" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5539" name="self.model.layers.23.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="3266964704" size="1024" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6139" name="__module.model.layers.22.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="6140" name="__module.model.layers.22.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="5540" name="Convert_313168" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4185,4190" />
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6141" name="__module.model.layers.22.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
-			<data auto_broadcast="numpy" m_pythondiv="true" />
+		<layer id="5541" name="self.model.layers.23.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" />
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6142" name="__module.model.layers.22.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5542" name="self.model.layers.23.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="3266965728" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5543" name="self.model.layers.23.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4187,4188,4192,4193" />
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6143" name="__module.model.layers.22.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5544" name="self.model.layers.23.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5545" name="__module.model.layers.23.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
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+				<port id="0" precision="FP32">
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+					<dim>-1</dim>
+					<dim>4096</dim>
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+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
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+				<port id="2" precision="FP32" names="4304,key_states.97">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5546" name="Constant_268487" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5547" name="__module.model.layers.23.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>-1</dim>
+					<dim>1024</dim>
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+				<port id="1" precision="I64">
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+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5548" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5549" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>4</dim>
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+			<output>
+				<port id="2" precision="FP32" names="4312,key_states.99">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5550" name="__module.model.layers.23.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP32">
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+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="2" precision="FP32" names="4354">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5551" name="Constant_240505" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="5552" name="Constant_240504" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5553" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5554" name="__module.model.layers.23.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6144" name="__module.model.layers.22.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="5555" name="__module.model.layers.23.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="4355,4360" />
+			</output>
+		</layer>
+		<layer id="5556" name="__module.model.layers.23.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5557" name="__module.model.layers.23.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="4357,4358,4362,4363" />
+			</output>
+		</layer>
+		<layer id="5558" name="Constant_267161" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5559" name="__module.model.layers.23.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -94446,18 +82568,15 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5560" name="Constant_240503" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6146" name="ScatterUpdate_225711" type="ScatterUpdate" version="opset3">
+		<layer id="5561" name="ScatterUpdate_240506" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -94478,29 +82597,23 @@
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 			</output>
 		</layer>
-		<layer id="6147" name="Constant_225714" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5562" name="Constant_240509" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5563" name="Constant_240512" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6149" name="__module.model.layers.22.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="5564" name="__module.model.layers.23.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94520,7 +82633,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4194,x2.91">
+				<port id="4" precision="FP32" names="4364,x2.95">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -94528,32 +82641,10 @@
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 			</output>
 		</layer>
-		<layer id="6150" name="Constant_243967_compressed" type="Const" version="opset1">
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-					<dim>1</dim>
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-		<layer id="6151" name="Constant_243967" type="Convert" version="opset1">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5565" name="Constant_258630" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
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 					<dim>1</dim>
 					<dim>1</dim>
@@ -94561,7 +82652,7 @@
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 			</output>
 		</layer>
-		<layer id="6152" name="__module.model.layers.22.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5566" name="__module.model.layers.23.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94578,7 +82669,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4365">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -94586,29 +82677,23 @@
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 			</output>
 		</layer>
-		<layer id="6153" name="Constant_225762" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5567" name="Constant_240557" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5568" name="Constant_240562" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6155" name="__module.model.layers.22.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="5569" name="__module.model.layers.23.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94628,7 +82713,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4189">
+				<port id="4" precision="FP32" names="4359">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -94636,7 +82721,7 @@
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 			</output>
 		</layer>
-		<layer id="6156" name="__module.model.layers.22.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5570" name="__module.model.layers.23.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94653,7 +82738,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4367">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -94661,7 +82746,7 @@
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 			</output>
 		</layer>
-		<layer id="6157" name="__module.model.layers.22.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5571" name="__module.model.layers.23.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94678,7 +82763,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4198">
+				<port id="2" precision="FP32" names="4368">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -94686,7 +82771,7 @@
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 			</output>
 		</layer>
-		<layer id="6158" name="__module.model.layers.22.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5572" name="__module.model.layers.23.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94703,7 +82788,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4199">
+				<port id="2" precision="FP32" names="4369">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -94711,7 +82796,7 @@
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 			</output>
 		</layer>
-		<layer id="6159" name="__module.model.layers.22.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5573" name="__module.model.layers.23.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94728,7 +82813,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.22.key">
+				<port id="2" precision="FP32" names="present.23.key">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -94736,7 +82821,7 @@
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 			</output>
 		</layer>
-		<layer id="6160" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="5574" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94747,7 +82832,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4211,4212,4213">
+				<port id="2" precision="FP32" names="4381,4382,4383">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -94756,7 +82841,38 @@
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 			</output>
 		</layer>
-		<layer id="6161" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="5575" name="Constant_268209" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5576" name="Constant_268210" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5577" name="Gather_268211" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="4374">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5578" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94772,27 +82888,21 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5579" name="Constant_268892" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5580" name="__module.model.layers.23.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6164" name="__module.model.layers.22.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
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 			<data batch_dims="0" />
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@@ -94804,79 +82914,34 @@
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 			<output>
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+		<layer id="5582" name="Constant_216926" type="Const" version="opset1">
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+		<layer id="5584" name="Constant_227833" type="Const" version="opset1">
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-		<layer id="6171" name="Gather_213412" type="Gather" version="opset8">
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@@ -94893,7 +82958,7 @@
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 		</layer>
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@@ -94910,24 +82975,12 @@
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+		<layer id="5587" name="__module.model.layers.23.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
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@@ -94942,76 +82995,30 @@
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 					<dim>8</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="5588" name="Constant_268488" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-			<data special_zero="false" />
+		<layer id="5589" name="__module.model.layers.23.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
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 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>128</dim>
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@@ -95020,7 +83027,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -95028,49 +83035,37 @@
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 		</layer>
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-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16" />
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+		<layer id="5590" name="Constant_305103" type="Const" version="opset1">
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+		<layer id="5591" name="Constant_305096" type="Const" version="opset1">
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-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="5592" name="Constant_305098" type="Const" version="opset1">
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+		<layer id="5593" name="Constant_305100" type="Const" version="opset1">
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-		<layer id="6185" name="Concat_275529" type="Concat" version="opset1">
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 			<input>
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@@ -95092,7 +83087,7 @@
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 			</output>
 		</layer>
-		<layer id="6186" name="Broadcast_275532" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
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@@ -95109,8 +83104,8 @@
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+		<layer id="5596" name="ReadValue_298554" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -95120,7 +83115,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
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@@ -95128,13 +83123,13 @@
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 		</layer>
-		<layer id="6188" name="Constant_263494" type="Const" version="opset1">
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+		<layer id="5597" name="Constant_292576" type="Const" version="opset1">
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 		</layer>
-		<layer id="6189" name="Gather_263495" type="Gather" version="opset8">
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 			<input>
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@@ -95157,126 +83152,94 @@
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-			<data element_type="u4" shape="1024, 32, 128" offset="2633250896" size="2097152" />
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 		</layer>
-		<layer id="6191" name="Convert_21684" type="Convert" version="opset1">
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 			<input>
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 			<output>
 				<port id="1" precision="FP16">
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-					<dim>128</dim>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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+			<data element_type="u8" shape="1024, 1" offset="3271162080" size="1024" />
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-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 				</port>
 			</output>
 		</layer>
-		<layer id="6193" name="Convert_21686" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
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-					<dim>128</dim>
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 					<dim>1024</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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-					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
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@@ -95284,11 +83247,8 @@
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 			</output>
 		</layer>
-		<layer id="6199" name="self.model.layers.22.self_attn.v_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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@@ -95302,7 +83262,7 @@
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@@ -95316,15 +83276,23 @@
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 			<output>
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 					<dim>-1</dim>
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-			<data special_zero="false" />
+		<layer id="5608" name="Constant_268489" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64">
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+		<layer id="5609" name="__module.model.layers.23.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95336,7 +83304,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4314">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -95344,15 +83312,15 @@
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="5610" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
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 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="6203" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5611" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95365,7 +83333,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4315">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -95373,7 +83341,7 @@
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 			</output>
 		</layer>
-		<layer id="6204" name="__module.model.layers.22.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5612" name="__module.model.layers.23.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95390,7 +83358,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.22.value">
+				<port id="2" precision="FP32" names="present.23.value">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -95398,7 +83366,7 @@
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 		</layer>
-		<layer id="6205" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="5613" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95409,7 +83377,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4227,4228,4229">
+				<port id="2" precision="FP32" names="4397,4398,4399">
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 					<dim>8</dim>
 					<dim>1</dim>
@@ -95418,7 +83386,7 @@
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 			</output>
 		</layer>
-		<layer id="6206" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="5614" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95434,27 +83402,21 @@
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 			</output>
 		</layer>
-		<layer id="6207" name="Constant_212406" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5615" name="Constant_268895" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="6208" name="__module.model.layers.22.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5616" name="__module.model.layers.23.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6209" name="__module.model.layers.22.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="5617" name="__module.model.layers.23.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -95466,79 +83428,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4220">
+				<port id="3" precision="I64" names="4391">
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 				</port>
 			</output>
 		</layer>
-		<layer id="6210" name="__module.model.layers.22.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="6211" name="__module.model.layers.22.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
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-			<output>
-				<port id="3" precision="I64" names="4221" />
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-		</layer>
-		<layer id="6212" name="Constant_169783" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5618" name="Constant_216944" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6213" name="__module.model.layers.22.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
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-				</port>
-			</output>
-		</layer>
-		<layer id="6214" name="Constant_213420" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5619" name="Constant_227842" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6215" name="Constant_213421" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5620" name="Constant_227843" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6216" name="Gather_213422" type="Gather" version="opset8">
+		<layer id="5621" name="Gather_227844" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -95555,7 +83472,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6217" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="5622" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -95572,24 +83489,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="4230">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6218" name="__module.model.layers.22.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
+				<port id="4" precision="I64" names="4400">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6219" name="__module.model.layers.22.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="5623" name="__module.model.layers.23.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95604,76 +83509,30 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4231,hidden_states.677">
+				<port id="2" precision="FP32" names="4401,hidden_states.707">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6220" name="__module.model.layers.22.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="4232,4233" />
-			</output>
-		</layer>
-		<layer id="6221" name="Constant_169786" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="6222" name="__module.model.layers.22.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5624" name="Constant_268490" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6223" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-			<output>
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 				</port>
 			</output>
 		</layer>
-		<layer id="6224" name="__module.model.layers.22.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="5625" name="__module.model.layers.23.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -95682,7 +83541,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4235">
+				<port id="2" precision="FP32" names="4405">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -95690,7 +83549,7 @@
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 			</output>
 		</layer>
-		<layer id="6225" name="__module.model.layers.22.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5626" name="__module.model.layers.23.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95713,13 +83572,13 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4236,attn_output.89">
+				<port id="4" precision="FP32" names="4406,attn_output.93">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -95727,15 +83586,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6226" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="5627" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6227" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5628" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95748,7 +83607,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4237">
+				<port id="2" precision="FP32" names="4407">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -95756,24 +83615,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6228" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5629" name="Constant_268491" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="4239">
+				<port id="0" precision="I64">
 					<dim>3</dim>
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 			</output>
 		</layer>
-		<layer id="6229" name="__module.model.layers.22.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="5630" name="__module.model.layers.23.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95786,15 +83637,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4240">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6230" name="self.model.layers.22.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2635413584" size="8388608" />
+		<layer id="5631" name="self.model.layers.23.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3271165152" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -95803,7 +83654,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6231" name="Convert_21714" type="Convert" version="opset1">
+		<layer id="5632" name="Convert_313186" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95820,28 +83671,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6232" name="self.model.layers.22.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="5633" name="self.model.layers.23.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3279553760" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6233" name="Convert_21716" type="Convert" version="opset1">
+		<layer id="5634" name="Convert_313188" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6234" name="self.model.layers.22.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5635" name="self.model.layers.23.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95850,6 +83707,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
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@@ -95861,8 +83720,8 @@
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@@ -95871,7 +83730,7 @@
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@@ -95893,15 +83752,15 @@
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@@ -95920,11 +83779,8 @@
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@@ -95938,7 +83794,7 @@
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+		<layer id="5643" name="Constant_258634" type="Const" version="opset1">
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-		<layer id="6245" name="Constant_243970" type="Convert" version="opset1">
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-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
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 			<input>
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@@ -96086,22 +83882,22 @@
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@@ -96114,44 +83910,24 @@
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@@ -96166,14 +83942,14 @@
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+		<layer id="5651" name="__module.model.layers.23.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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@@ -96189,7 +83965,7 @@
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@@ -96204,14 +83980,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -96265,7 +84041,7 @@
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 			<input>
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@@ -96282,28 +84058,34 @@
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-			<data element_type="u4" shape="1" offset="608614478" size="1" />
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 				<port id="0" precision="U4">
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-		<layer id="6261" name="Convert_21736" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
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 			<data auto_broadcast="numpy" />
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@@ -96312,6 +84094,8 @@
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 				<port id="1" precision="FP16">
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@@ -96323,8 +84107,8 @@
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@@ -96333,7 +84117,7 @@
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@@ -96355,15 +84139,15 @@
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@@ -96382,11 +84166,8 @@
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 			<data destination_type="f32" />
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@@ -96400,7 +84181,7 @@
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@@ -96447,7 +84228,7 @@
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@@ -96464,28 +84245,34 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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@@ -96494,6 +84281,8 @@
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@@ -96505,8 +84294,8 @@
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@@ -96515,7 +84304,7 @@
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@@ -96537,15 +84326,15 @@
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@@ -96564,11 +84353,8 @@
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@@ -96582,7 +84368,7 @@
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@@ -96596,14 +84382,14 @@
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@@ -96618,15 +84404,15 @@
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@@ -96635,7 +84421,7 @@
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-		<layer id="6283" name="Convert_21744" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -96652,28 +84438,34 @@
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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 				<port id="0" precision="U4">
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<output>
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@@ -96682,6 +84474,8 @@
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@@ -96693,8 +84487,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="2733987920" size="917504" />
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@@ -96703,7 +84497,7 @@
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@@ -96725,15 +84519,15 @@
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@@ -96752,11 +84546,8 @@
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@@ -96770,7 +84561,7 @@
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 			<input>
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 			<input>
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@@ -97214,11 +84893,8 @@
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@@ -97232,7 +84908,7 @@
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-			<input>
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@@ -97337,7 +84950,7 @@
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 					<dim>-1</dim>
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@@ -97345,15 +84958,15 @@
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="5714" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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@@ -97366,7 +84979,7 @@
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@@ -97374,360 +84987,54 @@
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+		<layer id="5721" name="Constant_305139" type="Const" version="opset1">
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@@ -97749,7 +85056,7 @@
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@@ -97766,8 +85073,8 @@
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+		<layer id="5724" name="ReadValue_298556" type="ReadValue" version="opset6">
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 				<port id="0" precision="FP32">
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@@ -97777,7 +85084,7 @@
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@@ -97785,13 +85092,13 @@
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 		</layer>
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+		<layer id="5725" name="Constant_292579" type="Const" version="opset1">
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 		</layer>
-		<layer id="6359" name="Gather_263498" type="Gather" version="opset8">
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@@ -97814,7 +85121,7 @@
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@@ -97830,70 +85137,62 @@
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 		</layer>
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+		<layer id="5729" name="Constant_268221" type="Const" version="opset1">
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+				<port id="1" precision="I64">
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 			<output>
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+				<port id="3" precision="I64" names="4488">
+					<dim>1</dim>
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 		</layer>
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-				<port id="0" precision="I64" />
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@@ -97911,19 +85210,19 @@
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@@ -97937,14 +85236,14 @@
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 			</input>
 			<output>
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -97954,7 +85253,7 @@
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 			<output>
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 					<dim>1</dim>
 					<dim>-1</dim>
@@ -97962,7 +85261,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -97979,7 +85278,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -97987,29 +85286,23 @@
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-				<attribute name="precise" version="0" />
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+		<layer id="5738" name="Constant_240680" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5739" name="Constant_240679" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98025,16 +85318,13 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6376" name="__module.model.layers.23.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -98044,10 +85334,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4339,4344" />
+				<port id="3" precision="I64" names="4509,4514" />
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 		</layer>
-		<layer id="6377" name="__module.model.layers.23.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5743" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -98057,27 +85347,29 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6378" name="__module.model.layers.23.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5744" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4341,4342,4346,4347" />
+				<port id="1" precision="I64" names="4511,4512,4516,4517" />
 			</output>
 		</layer>
-		<layer id="6379" name="__module.model.layers.23.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5745" name="Constant_267171" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6380" name="__module.model.layers.23.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="5746" name="__module.model.layers.24.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -98085,18 +85377,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6381" name="Constant_225883" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5747" name="Constant_240678" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6382" name="ScatterUpdate_225886" type="ScatterUpdate" version="opset3">
+		<layer id="5748" name="ScatterUpdate_240681" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -98117,29 +85406,23 @@
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 			</output>
 		</layer>
-		<layer id="6383" name="Constant_225889" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5749" name="Constant_240684" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5750" name="Constant_240687" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6385" name="__module.model.layers.23.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="5751" name="__module.model.layers.24.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98159,7 +85442,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4348,x2.93">
+				<port id="4" precision="FP32" names="4518,x2.97">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -98167,32 +85450,10 @@
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 			</output>
 		</layer>
-		<layer id="6386" name="Constant_243976_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
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-					<dim>1</dim>
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-		<layer id="6387" name="Constant_243976" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
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-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5752" name="Constant_258639" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -98200,7 +85461,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6388" name="__module.model.layers.23.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5753" name="__module.model.layers.24.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98217,7 +85478,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4349">
+				<port id="2" precision="FP32" names="4519">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -98225,29 +85486,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6389" name="Constant_225937" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5754" name="Constant_240732" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6390" name="Constant_225942" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5755" name="Constant_240737" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6391" name="__module.model.layers.23.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="5756" name="__module.model.layers.24.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98267,7 +85522,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4343">
+				<port id="4" precision="FP32" names="4513">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -98275,7 +85530,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6392" name="__module.model.layers.23.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5757" name="__module.model.layers.24.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98292,7 +85547,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4351">
+				<port id="2" precision="FP32" names="4521">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -98300,56 +85555,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6393" name="self.model.layers.23.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.23.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6394" name="self.model.layers.23.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="5758" name="self.model.layers.24.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.24.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6395" name="__module.model.layers.23.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5759" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6396" name="__module.model.layers.23.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5760" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6397" name="__module.model.layers.23.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="5761" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98367,19 +85598,19 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4327,4328,4331,sin.93">
+				<port id="4" precision="FP32" names="4497,4498,4501,sin.97">
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6398" name="Constant_29758" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="5762" name="Constant_29795" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6399" name="__module.model.layers.23.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="5763" name="__module.model.layers.24.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98393,14 +85624,14 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="4336">
+				<port id="3" precision="FP32" names="4506">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6400" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="5764" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -98410,7 +85641,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4337,sin.95">
+				<port id="2" precision="FP32" names="4507,sin.99">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -98418,7 +85649,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6401" name="__module.model.layers.23.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5765" name="__module.model.layers.24.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98435,7 +85666,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4352">
+				<port id="2" precision="FP32" names="4522">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -98443,7 +85674,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6402" name="__module.model.layers.23.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5766" name="__module.model.layers.24.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98460,7 +85691,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4353">
+				<port id="2" precision="FP32" names="4523">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -98468,24 +85699,188 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6403" name="__module.model.layers.23.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="5767" name="self.model.layers.24.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="3388224736" size="4194304" />
 			<output>
-				<port id="2" precision="FP32" names="4354">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5768" name="Convert_313242" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5769" name="self.model.layers.24.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="3392419040" size="1024" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5770" name="Convert_313245" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5771" name="self.model.layers.24.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5772" name="self.model.layers.24.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="3392420064" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5773" name="self.model.layers.24.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5774" name="self.model.layers.24.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5775" name="__module.model.layers.24.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4474,key_states.101">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5776" name="Constant_268493" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5777" name="__module.model.layers.24.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4481">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5778" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5779" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4482,key_states.103">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -98493,38 +85888,70 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5780" name="__module.model.layers.24.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4524">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5781" name="Constant_240781" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5782" name="Constant_240780" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5783" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5784" name="__module.model.layers.24.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6407" name="__module.model.layers.23.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="5785" name="__module.model.layers.24.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -98534,10 +85961,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4355,4360" />
+				<port id="3" precision="I64" names="4525,4530" />
 			</output>
 		</layer>
-		<layer id="6408" name="__module.model.layers.23.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5786" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -98547,27 +85974,29 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6409" name="__module.model.layers.23.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5787" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4357,4358,4362,4363" />
+				<port id="1" precision="I64" names="4527,4528,4532,4533" />
 			</output>
 		</layer>
-		<layer id="6410" name="__module.model.layers.23.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5788" name="Constant_267173" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6411" name="__module.model.layers.23.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="5789" name="__module.model.layers.24.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -98575,18 +86004,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6412" name="Constant_225984" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5790" name="Constant_240779" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6413" name="ScatterUpdate_225987" type="ScatterUpdate" version="opset3">
+		<layer id="5791" name="ScatterUpdate_240782" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -98607,29 +86033,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6414" name="Constant_225990" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5792" name="Constant_240785" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6415" name="Constant_225993" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5793" name="Constant_240788" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6416" name="__module.model.layers.23.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="5794" name="__module.model.layers.24.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98649,7 +86069,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4364,x2.95">
+				<port id="4" precision="FP32" names="4534,x2.99">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -98657,32 +86077,10 @@
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 			</output>
 		</layer>
-		<layer id="6417" name="Constant_243977_compressed" type="Const" version="opset1">
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-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="6418" name="Constant_243977" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5795" name="Constant_258640" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -98690,7 +86088,7 @@
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 			</output>
 		</layer>
-		<layer id="6419" name="__module.model.layers.23.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5796" name="__module.model.layers.24.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98707,7 +86105,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4365">
+				<port id="2" precision="FP32" names="4535">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -98715,29 +86113,23 @@
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 			</output>
 		</layer>
-		<layer id="6420" name="Constant_226038" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5797" name="Constant_240833" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="6421" name="Constant_226043" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5798" name="Constant_240838" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6422" name="__module.model.layers.23.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="5799" name="__module.model.layers.24.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98757,7 +86149,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4359">
+				<port id="4" precision="FP32" names="4529">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -98765,7 +86157,7 @@
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 			</output>
 		</layer>
-		<layer id="6423" name="__module.model.layers.23.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5800" name="__module.model.layers.24.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98782,7 +86174,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4367">
+				<port id="2" precision="FP32" names="4537">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -98790,7 +86182,7 @@
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 			</output>
 		</layer>
-		<layer id="6424" name="__module.model.layers.23.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5801" name="__module.model.layers.24.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98807,7 +86199,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4368">
+				<port id="2" precision="FP32" names="4538">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -98815,7 +86207,7 @@
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 			</output>
 		</layer>
-		<layer id="6425" name="__module.model.layers.23.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5802" name="__module.model.layers.24.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98832,7 +86224,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4369">
+				<port id="2" precision="FP32" names="4539">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -98840,7 +86232,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6426" name="__module.model.layers.23.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5803" name="__module.model.layers.24.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98857,7 +86249,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.23.key">
+				<port id="2" precision="FP32" names="present.24.key">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -98865,7 +86257,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6427" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="5804" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -98876,7 +86268,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4381,4382,4383">
+				<port id="2" precision="FP32" names="4551,4552,4553">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -98885,7 +86277,38 @@
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 			</output>
 		</layer>
-		<layer id="6428" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="5805" name="Constant_268225" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5806" name="Constant_268226" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5807" name="Gather_268227" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="4544">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5808" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98901,27 +86324,21 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5809" name="Constant_268901" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5810" name="__module.model.layers.24.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6431" name="__module.model.layers.23.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="5811" name="__module.model.layers.24.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -98933,79 +86350,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4374">
+				<port id="3" precision="I64" names="4545">
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 				</port>
 			</output>
 		</layer>
-		<layer id="6432" name="__module.model.layers.23.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5812" name="Constant_216962" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="6433" name="__module.model.layers.23.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
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-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5813" name="Constant_227867" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5814" name="Constant_227868" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6438" name="Gather_213447" type="Gather" version="opset8">
+		<layer id="5815" name="Gather_227869" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -99022,7 +86394,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6439" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="5816" name="__module.model.layers.24.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -99039,24 +86411,12 @@
 				</port>
 			</input>
 			<output>
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-				<port id="0" precision="I64">
-					<dim>5</dim>
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-			</input>
-			<output>
-				<port id="1" precision="I64">
+				<port id="4" precision="I64" names="4554">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6441" name="__module.model.layers.23.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="5817" name="__module.model.layers.24.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -99071,76 +86431,30 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4555,hidden_states.733">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6442" name="__module.model.layers.23.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
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-		<layer id="6443" name="Constant_169793" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6444" name="__module.model.layers.23.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5818" name="Constant_268494" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="6445" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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 			</output>
 		</layer>
-		<layer id="6446" name="__module.model.layers.23.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="5819" name="__module.model.layers.24.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -99149,7 +86463,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4389">
+				<port id="2" precision="FP32" names="4559">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -99157,49 +86471,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6447" name="Constant_275557_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="5820" name="Constant_305129" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
-			</output>
-		</layer>
-		<layer id="6448" name="Constant_275557" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16" />
-			</input>
-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6449" name="Constant_275550" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="5821" name="Constant_305122" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6450" name="Constant_275552" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="5822" name="Constant_305124" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6451" name="Constant_275554" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="5823" name="Constant_305126" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6452" name="Concat_275555" type="Concat" version="opset1">
+		<layer id="5824" name="Concat_305127" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -99221,7 +86523,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6453" name="Broadcast_275558" type="Broadcast" version="opset3">
+		<layer id="5825" name="Broadcast_305130" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -99238,8 +86540,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6454" name="ReadValue_269243" type="ReadValue" version="opset6">
-			<data variable_id="past_key_values.23.valuepresent.23.value" variable_type="f32" variable_shape="?,8,?,128" />
+		<layer id="5826" name="ReadValue_298558" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.24.valuepresent.24.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -99249,7 +86551,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="past_key_values.23.value">
+				<port id="1" precision="FP32" names="past_key_values.24.value">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -99257,13 +86559,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6455" name="Constant_263500" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="5827" name="Constant_292582" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6456" name="Gather_263501" type="Gather" version="opset8">
+		<layer id="5828" name="Gather_292583" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -99286,126 +86588,94 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6457" name="self.model.layers.23.self_attn.v_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="2745727056" size="2097152" />
+		<layer id="5829" name="self.model.layers.24.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="3392422112" size="4194304" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6458" name="Convert_21754" type="Convert" version="opset1">
+		<layer id="5830" name="Convert_313231" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6459" name="self.model.layers.23.self_attn.v_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="5831" name="self.model.layers.24.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="3396616416" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6460" name="Convert_21756" type="Convert" version="opset1">
+		<layer id="5832" name="Convert_313234" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6461" name="self.model.layers.23.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5833" name="self.model.layers.24.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="2747824208" size="65536" />
+		<layer id="5834" name="self.model.layers.24.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="3396617440" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="5835" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
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 					<dim>1</dim>
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 			<output>
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 					<dim>1024</dim>
@@ -99413,11 +86683,8 @@
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 			</output>
 		</layer>
-		<layer id="6466" name="self.model.layers.23.self_attn.v_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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 			<input>
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 					<dim>1024</dim>
@@ -99431,7 +86698,7 @@
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 			</output>
 		</layer>
-		<layer id="6467" name="__module.model.layers.23.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5837" name="__module.model.layers.24.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -99445,15 +86712,23 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="6468" name="__module.model.layers.23.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="5838" name="Constant_268495" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="5839" name="__module.model.layers.24.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -99465,7 +86740,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4484">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -99473,15 +86748,15 @@
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="5840" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6470" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5841" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -99494,7 +86769,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4485">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -99502,7 +86777,7 @@
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 			</output>
 		</layer>
-		<layer id="6471" name="__module.model.layers.23.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5842" name="__module.model.layers.24.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -99519,7 +86794,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.23.value">
+				<port id="2" precision="FP32" names="present.24.value">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -99527,7 +86802,7 @@
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 			</output>
 		</layer>
-		<layer id="6472" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="5843" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -99538,7 +86813,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4397,4398,4399">
+				<port id="2" precision="FP32" names="4567,4568,4569">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -99547,7 +86822,7 @@
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 			</output>
 		</layer>
-		<layer id="6473" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="5844" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -99563,27 +86838,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6474" name="Constant_212430" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5845" name="Constant_268904" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6475" name="__module.model.layers.23.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5846" name="__module.model.layers.24.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6476" name="__module.model.layers.23.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="5847" name="__module.model.layers.24.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -99595,79 +86864,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4390">
+				<port id="3" precision="I64" names="4561">
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 				</port>
 			</output>
 		</layer>
-		<layer id="6477" name="__module.model.layers.23.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="6478" name="__module.model.layers.23.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="4391" />
-			</output>
-		</layer>
-		<layer id="6479" name="Constant_169795" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5848" name="Constant_216980" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6480" name="__module.model.layers.23.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
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-				</port>
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-		</layer>
-		<layer id="6481" name="Constant_213455" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5849" name="Constant_227877" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6482" name="Constant_213456" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="5850" name="Constant_227878" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6483" name="Gather_213457" type="Gather" version="opset8">
+		<layer id="5851" name="Gather_227879" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -99684,7 +86908,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6484" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="5852" name="__module.model.layers.24.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -99701,24 +86925,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="4400">
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-				</port>
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-		</layer>
-		<layer id="6485" name="__module.model.layers.23.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
+				<port id="4" precision="I64" names="4570">
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 				</port>
 			</output>
 		</layer>
-		<layer id="6486" name="__module.model.layers.23.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="5853" name="__module.model.layers.24.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -99733,76 +86945,30 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4401,hidden_states.707">
+				<port id="2" precision="FP32" names="4571,hidden_states.737">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6487" name="__module.model.layers.23.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="4402,4403" />
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-		</layer>
-		<layer id="6488" name="Constant_169798" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
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-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="6489" name="__module.model.layers.23.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5854" name="Constant_268496" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
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-		<layer id="6490" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				</port>
-				<port id="2" precision="I64">
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 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6491" name="__module.model.layers.23.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="5855" name="__module.model.layers.24.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -99811,7 +86977,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4405">
+				<port id="2" precision="FP32" names="4575">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -99819,7 +86985,7 @@
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 			</output>
 		</layer>
-		<layer id="6492" name="__module.model.layers.23.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5856" name="__module.model.layers.24.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -99842,13 +87008,13 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4406,attn_output.93">
+				<port id="4" precision="FP32" names="4576,attn_output.97">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -99856,15 +87022,15 @@
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 			</output>
 		</layer>
-		<layer id="6493" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="5857" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6494" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5858" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -99877,7 +87043,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4407">
+				<port id="2" precision="FP32" names="4577">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -99885,24 +87051,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6495" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5859" name="Constant_268497" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="4409">
+				<port id="0" precision="I64">
 					<dim>3</dim>
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 			</output>
 		</layer>
-		<layer id="6496" name="__module.model.layers.23.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="5860" name="__module.model.layers.24.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -99915,15 +87073,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4410">
+				<port id="2" precision="FP32" names="4580">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6497" name="self.model.layers.23.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2747889744" size="8388608" />
+		<layer id="5861" name="self.model.layers.24.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3396619488" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -99932,7 +87090,7 @@
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 			</output>
 		</layer>
-		<layer id="6498" name="Convert_21784" type="Convert" version="opset1">
+		<layer id="5862" name="Convert_313263" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -99949,28 +87107,34 @@
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 		</layer>
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-			<data element_type="u4" shape="1" offset="496138317" size="1" />
+		<layer id="5863" name="self.model.layers.24.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3405008096" size="65536" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="6500" name="Convert_21786" type="Convert" version="opset1">
+		<layer id="5864" name="Convert_313265" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="6501" name="self.model.layers.23.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5865" name="self.model.layers.24.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -99979,6 +87143,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
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@@ -99990,8 +87156,8 @@
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-		<layer id="6502" name="self.model.layers.23.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2756278352" size="262144" />
+		<layer id="5866" name="self.model.layers.24.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3405073632" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -100000,7 +87166,7 @@
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 		</layer>
-		<layer id="6503" name="self.model.layers.23.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5867" name="self.model.layers.24.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -100022,15 +87188,15 @@
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-		<layer id="6504" name="Constant_21791" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="5868" name="Constant_313270" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="6505" name="Reshape_21792" type="Reshape" version="opset1">
+		<layer id="5869" name="Reshape_313271" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -100049,11 +87215,8 @@
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 			</output>
 		</layer>
-		<layer id="6506" name="self.model.layers.23.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="5870" name="self.model.layers.24.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -100067,7 +87230,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6507" name="__module.model.layers.23.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5871" name="__module.model.layers.24.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100081,14 +87244,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4412,4414,hidden_states.709">
+				<port id="2" precision="FP32" names="4582,4584,hidden_states.739">
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 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6508" name="__module.model.layers.23/aten::add/Add" type="Add" version="opset1">
+		<layer id="5872" name="__module.model.layers.24/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100103,104 +87266,44 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4417,4419,4430,hidden_states.711,hidden_states.713">
+				<port id="2" precision="FP32" names="4587,4589,4600,hidden_states.741,hidden_states.743">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
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-			<output>
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-					<dim>4096</dim>
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-		<layer id="6510" name="Constant_243981" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="5873" name="Constant_258644" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="3405335776" size="16384" />
 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="6512" name="Constant_243980" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
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-		<layer id="6513" name="Constant_243978_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="5874" name="Constant_258643" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6514" name="Constant_243978" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5875" name="Constant_258641" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6515" name="__module.model.layers.23.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="5876" name="__module.model.layers.24.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100215,22 +87318,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4420">
+				<port id="2" precision="FP32" names="4590">
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 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6516" name="Constant_16517" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="5877" name="Constant_17193" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="4421">
+				<port id="0" precision="I64" names="4591">
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 				</port>
 			</output>
 		</layer>
-		<layer id="6517" name="__module.model.layers.23.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="5878" name="__module.model.layers.24.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100243,44 +87346,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4422,variance.95">
+				<port id="2" precision="FP32" names="4592,variance.99">
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 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-		<layer id="6519" name="Constant_243979" type="Convert" version="opset1">
-			<data destination_type="f32" />
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-					<dim>1</dim>
-					<dim>1</dim>
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-			</input>
+		<layer id="5879" name="Constant_258642" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6520" name="__module.model.layers.23.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="5880" name="__module.model.layers.24.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100295,14 +87378,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4423">
+				<port id="2" precision="FP32" names="4593">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6521" name="__module.model.layers.23.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="5881" name="__module.model.layers.24.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100318,7 +87401,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6522" name="__module.model.layers.23.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="5882" name="__module.model.layers.24.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100333,14 +87416,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4424">
+				<port id="2" precision="FP32" names="4594">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6523" name="__module.model.layers.23.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5883" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100355,14 +87438,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4425,4426,hidden_states.715,hidden_states.717">
+				<port id="2" precision="FP32" names="4595,4596,hidden_states.745,hidden_states.747">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6524" name="__module.model.layers.23.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5884" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100377,15 +87460,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4427,4429">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
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 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="2756548688" size="29360128" />
+		<layer id="5885" name="self.model.layers.24.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="3405352160" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -100394,7 +87477,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6526" name="Convert_21804" type="Convert" version="opset1">
+		<layer id="5886" name="Convert_313285" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -100411,28 +87494,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6527" name="self.model.layers.23.mlp.gate_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="496138317" size="1" />
+		<layer id="5887" name="self.model.layers.24.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="3434712288" size="229376" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6528" name="Convert_21806" type="Convert" version="opset1">
+		<layer id="5888" name="Convert_313287" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6529" name="self.model.layers.23.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5889" name="self.model.layers.24.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -100441,6 +87530,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -100452,8 +87543,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6530" name="self.model.layers.23.mlp.gate_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="2785908816" size="917504" />
+		<layer id="5890" name="self.model.layers.24.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="3434941664" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -100462,7 +87553,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6531" name="self.model.layers.23.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5891" name="self.model.layers.24.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -100484,15 +87575,15 @@
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 			</output>
 		</layer>
-		<layer id="6532" name="Constant_21811" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="5892" name="Constant_313292" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="227161280" size="16" />
 			<output>
 				<port id="0" precision="I64">
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@@ -100511,11 +87602,8 @@
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@@ -100543,14 +87631,14 @@
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@@ -100559,15 +87647,15 @@
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@@ -100576,7 +87664,7 @@
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@@ -100593,28 +87681,34 @@
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-			<data element_type="u4" shape="1" offset="608614478" size="1" />
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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@@ -100623,6 +87717,8 @@
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@@ -100634,8 +87730,8 @@
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@@ -100644,7 +87740,7 @@
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@@ -100666,15 +87762,15 @@
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@@ -100693,11 +87789,8 @@
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 			<data destination_type="f32" />
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@@ -100711,7 +87804,7 @@
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 		</layer>
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@@ -100725,14 +87818,14 @@
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-		<layer id="6548" name="__module.model.layers.23.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5908" name="__module.model.layers.24.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -100747,15 +87840,15 @@
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@@ -100764,7 +87857,7 @@
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 			</output>
 		</layer>
-		<layer id="6550" name="Convert_21814" type="Convert" version="opset1">
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 			<input>
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@@ -100781,28 +87874,34 @@
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-			<data element_type="u4" shape="1" offset="833566799" size="1" />
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 		</layer>
-		<layer id="6552" name="Convert_21816" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
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 			<output>
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 		</layer>
-		<layer id="6553" name="self.model.layers.23.mlp.down_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -100811,6 +87910,8 @@
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@@ -100822,8 +87923,8 @@
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@@ -100832,7 +87933,7 @@
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@@ -100854,6842 +87955,396 @@
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@@ -107698,53 +88353,61 @@
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 		</layer>
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@@ -107752,291 +88415,197 @@
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 			<output>
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 					<dim>128</dim>
 				</port>
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+		<layer id="5969" name="Constant_240955" type="Const" version="opset1">
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 		</layer>
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+		<layer id="5972" name="__module.model.layers.25.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
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+		<layer id="5973" name="__module.model.layers.25.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
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 		</layer>
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 		</layer>
-		<layer id="7069" name="__module.model.layers.25.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6005" name="__module.model.layers.25.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -108796,890 +89254,1084 @@
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 				</port>
 				<port id="1" precision="FP32">
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+					<dim>1024</dim>
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+		<layer id="6006" name="Constant_268499" type="Const" version="opset1">
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 		</layer>
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 		</layer>
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+		<layer id="6008" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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+		<layer id="6009" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 		</layer>
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+		<layer id="6010" name="__module.model.layers.25.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
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 		</layer>
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 		</layer>
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+		<layer id="6017" name="__module.model.layers.25.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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+			<output>
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+				<port id="0" precision="FP32">
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64" />
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+					<dim>8</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="6074" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="I64">
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+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="6075" name="Constant_268913" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6076" name="__module.model.layers.25.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="6077" name="__module.model.layers.25.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+				<port id="1" precision="I64">
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+				<port id="2" precision="I32" />
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+			<output>
+				<port id="3" precision="I64" names="4731">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6078" name="Constant_217016" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
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+				<port id="0" precision="I64">
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="6079" name="Constant_227912" type="Const" version="opset1">
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 		</layer>
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-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6080" name="Constant_227913" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7125" name="Gather_213542" type="Gather" version="opset8">
+		<layer id="6081" name="Gather_227914" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
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 				</port>
 				<port id="1" precision="I64">
 					<dim>2</dim>
@@ -109692,11 +90344,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7126" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="6082" name="__module.model.layers.25.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -109704,56 +90356,64 @@
 				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="3" precision="I64">
+					<dim>2</dim>
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 			</input>
 			<output>
-				<port id="3" precision="I64" names="4817">
-					<dim>4</dim>
+				<port id="4" precision="I64" names="4740">
+					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7127" name="__module.model.layers.26.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="6083" name="__module.model.layers.25.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>5</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4818">
+				<port id="2" precision="FP32" names="4741,hidden_states.767">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
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 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7128" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="6084" name="Constant_268502" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="0" precision="I32">
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 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7129" name="__module.model.layers.26.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="6085" name="__module.model.layers.25.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I32">
+				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4819,q.53">
+				<port id="2" precision="FP32" names="4745">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -109761,157 +90421,222 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="32768, 128" offset="139835237" size="8388608" />
+		<layer id="6086" name="__module.model.layers.25.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+			<data causal="false" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.26.self_attn.rotary_emb.cos_cached">
-					<dim>32768</dim>
+				<port id="4" precision="FP32" names="4746,attn_output.101">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7131" name="self.model.layers.26.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="6087" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6088" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="4747">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7132" name="__module.model.layers.26.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6089" name="Constant_268503" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
+					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="3080992848" size="2097152" />
+		<layer id="6090" name="__module.model.layers.25.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4750">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6091" name="self.model.layers.25.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3522073824" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7134" name="Convert_21974" type="Convert" version="opset1">
+		<layer id="6092" name="Convert_313340" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="496138317" size="1" />
+		<layer id="6093" name="self.model.layers.25.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3530462432" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7136" name="Convert_21976" type="Convert" version="opset1">
+		<layer id="6094" name="Convert_313342" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7137" name="self.model.layers.26.self_attn.k_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6095" name="self.model.layers.25.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="3083090000" size="65536" />
+		<layer id="6096" name="self.model.layers.25.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3530527968" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7139" name="self.model.layers.26.self_attn.k_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6097" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7140" name="Constant_21981" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
+		<layer id="6098" name="Constant_313347" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7141" name="Reshape_21982" type="Reshape" version="opset1">
+		<layer id="6099" name="Reshape_313348" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>32</dim>
 					<dim>128</dim>
 				</port>
@@ -109921,30 +90646,27 @@
 			</input>
 			<output>
 				<port id="2" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7142" name="self.model.layers.26.self_attn.k_proj.weight" type="Convert" version="opset1">
+		<layer id="6100" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7143" name="__module.model.layers.26.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6101" name="__module.model.layers.25.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -109953,1590 +90675,1143 @@
 					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4814,key_states.109">
+				<port id="2" precision="FP32" names="4752,4754,hidden_states.769">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>1024</dim>
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-		</layer>
-		<layer id="7144" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
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@@ -111544,49 +91819,54 @@
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@@ -111608,7 +91888,7 @@
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@@ -111625,8 +91905,8 @@
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@@ -111636,7 +91916,7 @@
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@@ -111644,13 +91924,13 @@
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@@ -111673,273 +91953,193 @@
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@@ -111950,77 +92150,52 @@
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+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7281" name="__module.model.layers.26.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
+		<layer id="6204" name="__module.model.layers.26.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -112034,208 +92209,296 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6205" name="Constant_241230" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
+				<port id="0" precision="I32">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6206" name="ScatterUpdate_241233" type="ScatterUpdate" version="opset3">
+			<input>
 				<port id="0" precision="I64">
-					<dim>2</dim>
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I32">
+					<dim>1</dim>
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+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6207" name="Constant_241236" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="7284" name="Gather_213562" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="6208" name="Constant_241239" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6209" name="__module.model.layers.26.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+					<dim>4</dim>
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+				<port id="2" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>4</dim>
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+			</input>
+			<output>
+				<port id="4" precision="FP32" names="4858,x2.105">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6210" name="Constant_258659" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
+			<output>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6211" name="__module.model.layers.26.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6212" name="Constant_241284" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
 				<port id="0" precision="I64">
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-				</port>
-				<port id="2" precision="I64" />
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+			</output>
+		</layer>
+		<layer id="6213" name="Constant_241289" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
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 		</layer>
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-			<data axis="0" />
+		<layer id="6214" name="__module.model.layers.26.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 			</input>
 			<output>
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+					<dim>-1</dim>
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+					<dim>-1</dim>
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-			<data mode="bidirectional" />
+		<layer id="6215" name="__module.model.layers.26.self_attn/aten::cat/Concat" type="Concat" version="opset1">
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 				<port id="0" precision="FP32">
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 		</layer>
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-			<input>
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-				<port id="1" precision="I64" />
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+		<layer id="6216" name="self.model.layers.26.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
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+					<dim>32768</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6217" name="__module.model.layers.26.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-			</input>
+		<layer id="6218" name="__module.model.layers.26.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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-			<data axis="0" />
+		<layer id="6219" name="__module.model.layers.26.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
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+					<dim>128</dim>
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 					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
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 				</port>
 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="4837,4838,4841,sin.105">
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+					<dim>128</dim>
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 		</layer>
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+		<layer id="6220" name="Constant_29807" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="6221" name="__module.model.layers.26.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
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 					<dim>128</dim>
 				</port>
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+					<dim>-1</dim>
+					<dim>-1</dim>
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+				<port id="2" precision="I32" />
 			</input>
 			<output>
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 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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 		</layer>
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-			<data causal="false" />
+		<layer id="6222" name="__module.model.layers.26.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+				<port id="1" precision="I64" />
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+			<output>
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 					<dim>-1</dim>
-					<dim>32</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
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+		</layer>
+		<layer id="6223" name="__module.model.layers.26.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
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-					<dim>-1</dim>
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 					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4862">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -112243,15 +92506,8 @@
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 			</output>
 		</layer>
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-		</layer>
-		<layer id="7295" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="6224" name="__module.model.layers.26.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -112259,1352 +92515,1405 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
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-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4917">
-					<dim>-1</dim>
+				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
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-				<port id="0" precision="I64">
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 					<dim>-1</dim>
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 					<dim>128</dim>
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-					<dim>3</dim>
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 			</input>
 			<output>
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 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3085318224" size="8388608" />
+		<layer id="6225" name="self.model.layers.26.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="3667389664" size="4194304" />
 			<output>
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 					<dim>4096</dim>
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-					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7299" name="Convert_21994" type="Convert" version="opset1">
+		<layer id="6226" name="Convert_313396" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>4096</dim>
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-					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>4096</dim>
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-					<dim>128</dim>
 				</port>
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 		</layer>
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+		<layer id="6227" name="self.model.layers.26.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
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+				<port id="0" precision="U8">
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 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7301" name="Convert_21996" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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+				<port id="0" precision="U8">
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+		<layer id="6314" name="__module.model.layers.26.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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+		<layer id="6315" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
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+		</layer>
+		<layer id="6316" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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+		<layer id="6317" name="Constant_268509" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
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+		<layer id="6318" name="__module.model.layers.26.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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 			<output>
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 					<dim>4096</dim>
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+		<layer id="6319" name="self.model.layers.26.self_attn.o_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -113613,7 +93922,7 @@
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 			</output>
 		</layer>
-		<layer id="7379" name="Convert_22054" type="Convert" version="opset1">
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@@ -113630,28 +93939,34 @@
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 			<output>
 				<port id="0" precision="U4">
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 		</layer>
-		<layer id="7381" name="Convert_22056" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP16">
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@@ -113660,6 +93975,8 @@
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 				</port>
 				<port id="1" precision="FP16">
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@@ -113671,8 +93988,8 @@
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 				<port id="0" precision="FP16">
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@@ -113681,7 +93998,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -113703,15 +94020,15 @@
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+		<layer id="6326" name="Constant_313424" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="7386" name="Reshape_22062" type="Reshape" version="opset1">
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@@ -113730,11 +94047,8 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
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@@ -113748,7 +94062,7 @@
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 		</layer>
-		<layer id="7388" name="__module.model.layers.27.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -113762,86 +94076,97 @@
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 			<output>
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 					<dim>-1</dim>
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-			<data output_type="i64" />
+		<layer id="6330" name="__module.model.layers.26/aten::add/Add" type="Add" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			<output>
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+		<layer id="6331" name="Constant_258664" type="Const" version="opset1">
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-				<attribute name="precise" version="0" />
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+		<layer id="6332" name="Constant_258663" type="Const" version="opset1">
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+		<layer id="6335" name="Constant_18545" type="Const" version="opset1">
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@@ -113849,1263 +94174,1139 @@
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 				</port>
 				<port id="1" precision="I64">
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 					<dim>-1</dim>
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+		<layer id="6338" name="__module.model.layers.26.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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 				<port id="0" precision="U4">
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@@ -115123,290 +95324,258 @@
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+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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+			</output>
+		</layer>
+		<layer id="6421" name="__module.model.layers.27.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
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+		<layer id="6422" name="Constant_29810" type="Const" version="opset1">
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+				<port id="0" precision="I32" />
+			</output>
+		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="6424" name="__module.model.layers.27.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
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+				<port id="1" precision="I64" />
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 		</layer>
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+		<layer id="6425" name="__module.model.layers.27.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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 			</output>
 		</layer>
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-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+		<layer id="6426" name="Constant_241508" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-			</input>
+			</output>
+		</layer>
+		<layer id="6427" name="Constant_241507" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
-				<port id="2" precision="FP32" names="5061,5062,5063">
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-					<dim>8</dim>
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 			</output>
 		</layer>
-		<layer id="7496" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="6428" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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+					<dim>32</dim>
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 				</port>
@@ -115417,77 +95586,52 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6429" name="__module.model.layers.27.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7499" name="__module.model.layers.27.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="6430" name="__module.model.layers.27.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
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 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64">
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-				</port>
+				<port id="1" precision="I64" />
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 			</input>
 			<output>
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-					<dim>1</dim>
-				</port>
+				<port id="3" precision="I64" names="5019,5024" />
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6431" name="__module.model.layers.27.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
 			<output>
-				<port id="0" precision="I32" />
+				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7501" name="__module.model.layers.27.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="6432" name="__module.model.layers.27.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="5021,5022,5026,5027" />
 			</output>
 		</layer>
-		<layer id="7502" name="Constant_169838" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6433" name="Constant_267207" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7503" name="__module.model.layers.27.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
+		<layer id="6434" name="__module.model.layers.27.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -115501,48 +95645,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7504" name="Constant_213585" type="Const" version="opset1">
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-			</output>
-		</layer>
-		<layer id="7505" name="Constant_213586" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I64" />
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-		</layer>
-		<layer id="7506" name="Gather_213587" type="Gather" version="opset8">
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-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
+		<layer id="6435" name="Constant_241506" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
-				<port id="3" precision="I64">
-					<dim>2</dim>
+				<port id="0" precision="I32">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7507" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="6436" name="ScatterUpdate_241509" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
-					<dim>1</dim>
+					<dim>4</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -115550,176 +95664,196 @@
 				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I64">
-					<dim>2</dim>
+				<port id="3" precision="I32">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="5064">
-					<dim>5</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7508" name="__module.model.layers.27.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
+		<layer id="6437" name="Constant_241512" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
+			<output>
 				<port id="0" precision="I64">
-					<dim>5</dim>
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="6438" name="Constant_241515" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
+				<port id="0" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7509" name="__module.model.layers.27.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="6439" name="__module.model.layers.27.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>5</dim>
+					<dim>4</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>4</dim>
 				</port>
 			</input>
 			<output>
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-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="5028,x2.109">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
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-			<input>
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-		<layer id="7511" name="Constant_169841" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6440" name="Constant_258669" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="6441" name="__module.model.layers.27.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
+				<port id="0" precision="FP32">
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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-					<dim>1</dim>
+				<port id="2" precision="FP32" names="5029">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
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-			<data axis="0" />
-			<input>
+		<layer id="6442" name="Constant_241560" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>2</dim>
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="6443" name="Constant_241565" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
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+				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
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-			<data special_zero="false" />
+		<layer id="6444" name="__module.model.layers.27.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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-					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
+				<port id="2" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>4</dim>
+				</port>
 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="5023">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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-		<layer id="7516" name="Constant_275661" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="6445" name="__module.model.layers.27.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+			<data axis="-1" />
 			<input>
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+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+				<port id="1" precision="FP32">
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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 			<output>
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+				<port id="2" precision="FP32" names="5031">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="7517" name="Constant_275654" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="6446" name="self.model.layers.27.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
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+				<port id="0" precision="FP32" names="self.model.layers.27.self_attn.rotary_emb.sin_cached">
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+					<dim>128</dim>
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 		</layer>
-		<layer id="7518" name="Constant_275656" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="6447" name="__module.model.layers.27.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
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-		<layer id="7519" name="Constant_275658" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="6448" name="__module.model.layers.27.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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 		</layer>
-		<layer id="7520" name="Concat_275659" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="6449" name="__module.model.layers.27.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+				<port id="0" precision="FP32">
+					<dim>32768</dim>
+					<dim>128</dim>
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@@ -115732,78 +95866,109 @@
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 			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
+				<port id="4" precision="FP32" names="5007,5008,5011,sin.109">
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="7521" name="Broadcast_275662" type="Broadcast" version="opset3">
-			<data mode="numpy" />
+		<layer id="6450" name="Constant_29813" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="6451" name="__module.model.layers.27.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+			<data batch_dims="0" />
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+				<port id="0" precision="FP32">
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+					<dim>128</dim>
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+				<port id="1" precision="I32">
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+					<dim>-1</dim>
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+				<port id="3" precision="FP32" names="5016">
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 					<dim>128</dim>
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-			<data variable_id="past_key_values.27.valuepresent.27.value" variable_type="f32" variable_shape="?,8,?,128" />
+		<layer id="6452" name="__module.model.layers.27.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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+					<dim>-1</dim>
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+				<port id="1" precision="I64" />
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 			<output>
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+				<port id="2" precision="FP32" names="5017,sin.111">
 					<dim>-1</dim>
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+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="7523" name="Constant_263524" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="6453" name="__module.model.layers.27.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP32">
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+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			<output>
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+				<port id="2" precision="FP32" names="5032">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="7524" name="Gather_263525" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="6454" name="__module.model.layers.27.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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+					<dim>32</dim>
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I32">
+				<port id="1" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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-				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="FP32">
+				<port id="2" precision="FP32" names="5033">
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="3195631696" size="2097152" />
+		<layer id="6455" name="self.model.layers.27.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="3813027040" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -115812,7 +95977,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7526" name="Convert_22034" type="Convert" version="opset1">
+		<layer id="6456" name="Convert_313472" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -115829,28 +95994,34 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="454187084" size="1" />
+		<layer id="6457" name="self.model.layers.27.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="3815124192" size="16384" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7528" name="Convert_22036" type="Convert" version="opset1">
+		<layer id="6458" name="Convert_313474" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7529" name="self.model.layers.27.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6459" name="self.model.layers.27.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -115859,6 +96030,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -115870,8 +96043,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7530" name="self.model.layers.27.self_attn.v_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="3197728848" size="65536" />
+		<layer id="6460" name="self.model.layers.27.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="3815140576" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -115880,7 +96053,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7531" name="self.model.layers.27.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6461" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -115902,15 +96075,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7532" name="Constant_22041" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="150386533" size="16" />
+		<layer id="6462" name="Constant_313479" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650796" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7533" name="Reshape_22042" type="Reshape" version="opset1">
+		<layer id="6463" name="Reshape_313480" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -115929,11 +96102,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7534" name="self.model.layers.27.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="6464" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -115947,7 +96117,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7535" name="__module.model.layers.27.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6465" name="__module.model.layers.27.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -115961,15 +96131,23 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4986,value_states.55">
+				<port id="2" precision="FP32" names="4984,key_states.113">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7536" name="__module.model.layers.27.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="6466" name="Constant_268511" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6467" name="__module.model.layers.27.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -115981,36 +96159,355 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4994">
+				<port id="2" precision="FP32" names="4991">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6468" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6469" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4992,key_states.115">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6470" name="__module.model.layers.27.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5034">
+					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6471" name="Constant_241609" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6472" name="Constant_241608" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6473" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6474" name="__module.model.layers.27.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="6475" name="__module.model.layers.27.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="5035,5040" />
+			</output>
+		</layer>
+		<layer id="6476" name="__module.model.layers.27.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="6477" name="__module.model.layers.27.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="5037,5038,5042,5043" />
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+		</layer>
+		<layer id="6478" name="Constant_267209" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6479" name="__module.model.layers.27.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
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 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="6480" name="Constant_241607" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I32">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="6481" name="ScatterUpdate_241610" type="ScatterUpdate" version="opset3">
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+				<port id="0" precision="I64">
+					<dim>4</dim>
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+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6482" name="Constant_241613" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6483" name="Constant_241616" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6484" name="__module.model.layers.27.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+				<port id="0" precision="FP32">
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+				<port id="2" precision="I64">
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+				</port>
+				<port id="3" precision="I64">
+					<dim>4</dim>
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+			</input>
+			<output>
+				<port id="4" precision="FP32" names="5044,x2.111">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6485" name="Constant_258670" type="Const" version="opset1">
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="6486" name="__module.model.layers.27.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+				<port id="1" precision="FP32">
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5045">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6487" name="Constant_241661" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6488" name="Constant_241666" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6489" name="__module.model.layers.27.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
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+				<port id="2" precision="I64">
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+				<port id="3" precision="I64">
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 				</port>
+			</input>
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+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6490" name="__module.model.layers.27.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+			<data axis="-1" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
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+					<dim>64</dim>
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+				<port id="1" precision="FP32">
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="7538" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="6491" name="__module.model.layers.27.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>4</dim>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
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 				</port>
 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -116018,8 +96515,8 @@
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 			</output>
 		</layer>
-		<layer id="7539" name="__module.model.layers.27.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
-			<data axis="-2" />
+		<layer id="6492" name="__module.model.layers.27.self_attn/aten::add/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -116035,7 +96532,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.27.value">
+				<port id="2" precision="FP32" names="5049">
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 					<dim>-1</dim>
@@ -116043,7 +96540,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7540" name="__module.model.layers.27.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="6493" name="__module.model.layers.27.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -116051,20 +96549,23 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="present.27.key">
 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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 		</layer>
-		<layer id="7541" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
+		<layer id="6494" name="__module.model.layers.27.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -116072,34 +96573,33 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
+				<port id="2" precision="FP32" names="5061,5062,5063">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7542" name="Constant_212526" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6495" name="Constant_268273" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7543" name="__module.model.layers.27.self_attn/aten::size/Constant_12" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6496" name="Constant_268274" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7544" name="__module.model.layers.27.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="6497" name="Gather_268275" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -116108,82 +96608,84 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="5054">
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 				</port>
 			</output>
 		</layer>
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-		<layer id="7546" name="__module.model.layers.27.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="6498" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5071" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6499" name="Constant_268928" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="6500" name="__module.model.layers.27.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="6501" name="__module.model.layers.27.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="5055">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6502" name="Constant_217070" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7549" name="Constant_213595" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6503" name="Constant_227972" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6504" name="Constant_227973" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7551" name="Gather_213597" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -116200,7 +96702,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7552" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="6506" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -116217,83 +96719,97 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="5080">
+				<port id="4" precision="I64" names="5064">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7553" name="__module.model.layers.27.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
+		<layer id="6507" name="__module.model.layers.27.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+			<data mode="bidirectional" />
 			<input>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
 					<dim>5</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
+				<port id="2" precision="FP32" names="5065,hidden_states.823">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>4</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7554" name="__module.model.layers.27.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="6508" name="Constant_268512" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6509" name="__module.model.layers.27.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>5</dim>
+					<dim>4</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5081,hidden_states.827">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="2" precision="FP32" names="5069">
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
+		<layer id="6510" name="Constant_305207" type="Const" version="opset1">
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 			<output>
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 		</layer>
-		<layer id="7558" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
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@@ -116303,287 +96819,194 @@
 					<dim>1</dim>
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 			<output>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="6515" name="Broadcast_305208" type="Broadcast" version="opset3">
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 			<input>
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-			<data causal="false" />
+		<layer id="6516" name="ReadValue_298570" type="ReadValue" version="opset6">
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 			<output>
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+				<port id="1" precision="FP32" names="past_key_values.27.value">
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 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="6517" name="Constant_292600" type="Const" version="opset1">
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 			<output>
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+				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="7562" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="6518" name="Gather_292601" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
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+		<layer id="6519" name="self.model.layers.27.self_attn.v_proj.weight" type="Const" version="opset1">
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 				</port>
 			</output>
 		</layer>
-		<layer id="7566" name="Convert_22064" type="Convert" version="opset1">
+		<layer id="6520" name="Convert_313462" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="6521" name="self.model.layers.27.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="3819400416" size="1024" />
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 				</port>
 			</output>
 		</layer>
-		<layer id="7568" name="Convert_22066" type="Convert" version="opset1">
+		<layer id="6522" name="Convert_313465" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
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+		<layer id="6523" name="self.model.layers.27.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
+					<dim>1024</dim>
 					<dim>4096</dim>
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-					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
+					<dim>1024</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="3206182992" size="262144" />
+		<layer id="6524" name="self.model.layers.27.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="3819401440" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
-					<dim>4096</dim>
-					<dim>32</dim>
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="6525" name="self.model.layers.27.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
+					<dim>1024</dim>
 					<dim>4096</dim>
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-					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
-					<dim>4096</dim>
-					<dim>32</dim>
+					<dim>1024</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
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-				<port id="0" precision="FP16">
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-			<output>
-				<port id="2" precision="FP16">
-					<dim>4096</dim>
+					<dim>1024</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7574" name="self.model.layers.27.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="6526" name="self.model.layers.27.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
-					<dim>4096</dim>
+					<dim>1024</dim>
 					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP32">
-					<dim>4096</dim>
+					<dim>1024</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7575" name="__module.model.layers.27.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6527" name="__module.model.layers.27.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -116592,427 +97015,500 @@
 					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>4096</dim>
+					<dim>1024</dim>
 					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5092,5094,hidden_states.829">
+				<port id="2" precision="FP32" names="4986,value_states.55">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>1024</dim>
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 			</output>
 		</layer>
-		<layer id="7576" name="__module.model.layers.27/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="6528" name="Constant_268513" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6529" name="__module.model.layers.27.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>1024</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>4096</dim>
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5097,5099,5110,hidden_states.831,hidden_states.833">
+				<port id="2" precision="FP32" names="4994">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>8</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1, 1, 4096" offset="3206445136" size="8192" />
+		<layer id="6530" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
+				<port id="0" precision="I32">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7578" name="Constant_244021" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="6531" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
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+				<port id="0" precision="FP32">
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-				<port id="1" precision="FP32">
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-					<dim>1</dim>
-					<dim>4096</dim>
+				<port id="1" precision="I32">
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-		<layer id="7579" name="Constant_244020_compressed" type="Const" version="opset1">
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+			</input>
 			<output>
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-					<dim>1</dim>
-					<dim>1</dim>
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+					<dim>-1</dim>
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+					<dim>-1</dim>
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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+		<layer id="6532" name="__module.model.layers.27.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 		</layer>
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 		</layer>
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 			<output>
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 					<dim>128</dim>
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@@ -117022,30 +97518,27 @@
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 		</layer>
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@@ -117054,181 +97547,192 @@
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 			<output>
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-			<data element_type="u4" shape="14336, 32, 128" offset="3236730960" size="29360128" />
+		<layer id="6563" name="Constant_258674" type="Const" version="opset1">
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-					<dim>32</dim>
-					<dim>128</dim>
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-					<dim>14336</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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+		<layer id="6564" name="Constant_258673" type="Const" version="opset1">
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 			<output>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="6565" name="Constant_258671" type="Const" version="opset1">
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 			<output>
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 		</layer>
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-			<data destination_type="f16" />
+		<layer id="6566" name="__module.model.layers.27.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
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 			<output>
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+					<dim>4096</dim>
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+		</layer>
+		<layer id="6567" name="Constant_19221" type="Const" version="opset1">
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+				<port id="0" precision="I64" names="5101">
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 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="6568" name="__module.model.layers.27.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<input>
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-					<dim>128</dim>
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+					<dim>-1</dim>
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+		<layer id="6569" name="Constant_258672" type="Const" version="opset1">
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 			<output>
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+					<dim>1</dim>
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 		</layer>
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+		<layer id="6570" name="__module.model.layers.27.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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 			<input>
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-				<port id="0" precision="I64">
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+					<dim>-1</dim>
+					<dim>-1</dim>
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 			</output>
 		</layer>
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+		<layer id="6571" name="__module.model.layers.27.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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 			<output>
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-					<dim>14336</dim>
-					<dim>4096</dim>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
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 		</layer>
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="6572" name="__module.model.layers.27.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
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-					<dim>4096</dim>
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 			<output>
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-					<dim>4096</dim>
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+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data transpose_a="false" transpose_b="true" />
+		<layer id="6573" name="__module.model.layers.27.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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@@ -117236,154 +97740,163 @@
 					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP32">
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-					<dim>4096</dim>
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+					<dim>-1</dim>
+					<dim>1</dim>
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 			</input>
 			<output>
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 					<dim>-1</dim>
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 			</output>
 		</layer>
-		<layer id="7616" name="__module.model.layers.27.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6574" name="__module.model.layers.27.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
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+		<layer id="6575" name="self.model.layers.27.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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-					<dim>112</dim>
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7618" name="Convert_22094" type="Convert" version="opset1">
+		<layer id="6576" name="Convert_313516" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
-					<dim>4096</dim>
-					<dim>112</dim>
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
-					<dim>4096</dim>
-					<dim>112</dim>
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="6577" name="self.model.layers.27.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="3857496288" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7620" name="Convert_22096" type="Convert" version="opset1">
+		<layer id="6578" name="Convert_313518" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="6579" name="self.model.layers.27.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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-					<dim>112</dim>
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+					<dim>32</dim>
 					<dim>128</dim>
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 				<port id="1" precision="FP16">
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+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
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-					<dim>112</dim>
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>128</dim>
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 		</layer>
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+		<layer id="6580" name="self.model.layers.27.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
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-					<dim>112</dim>
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+		<layer id="6582" name="Constant_313523" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 				<port id="0" precision="FP16">
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@@ -117392,304 +97905,175 @@
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 			<output>
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 					<dim>14336</dim>
+					<dim>4096</dim>
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 			</output>
 		</layer>
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+		<layer id="6595" name="__module.model.layers.27.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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+		<layer id="6629" name="__module.model.layers.28.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -118211,72 +98621,61 @@
 					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
+					<dim>4096</dim>
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 			<output>
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+				<port id="2" precision="FP32" names="5152,query_states.57">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>4096</dim>
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 		</layer>
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-				<port id="2" precision="I64">
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-				</port>
-			</input>
+		<layer id="6630" name="Constant_268516" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
 			<output>
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+				<port id="0" precision="I64">
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="6631" name="__module.model.layers.28.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="I64">
 					<dim>4</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5158">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 			</output>
 		</layer>
-		<layer id="7680" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="6632" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
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 				<port id="0" precision="I32">
 					<dim>4</dim>
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 		</layer>
-		<layer id="7681" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="6633" name="__module.model.layers.28.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I32">
@@ -118284,95 +98683,62 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5162,key_states.119">
+				<port id="2" precision="FP32" names="5159,q.57">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="7682" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="6634" name="self.model.layers.28.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32" names="self.model.layers.28.self_attn.rotary_emb.cos_cached">
+					<dim>32768</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7683" name="__module.model.layers.28.self_attn/aten::size/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6635" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
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-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="5166" />
-			</output>
-		</layer>
-		<layer id="7685" name="Constant_275700_compressed" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP16" />
 			</output>
 		</layer>
-		<layer id="7686" name="Constant_275700" type="Convert" version="opset1">
-			<data destination_type="f32" />
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-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="6636" name="Constant_305246" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7687" name="Constant_275693" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="6637" name="Constant_305239" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7688" name="Constant_275695" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="6638" name="Constant_305241" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7689" name="Constant_275697" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="6639" name="Constant_305243" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7690" name="Concat_275698" type="Concat" version="opset1">
+		<layer id="6640" name="Concat_305244" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -118394,7 +98760,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7691" name="Broadcast_275701" type="Broadcast" version="opset3">
+		<layer id="6641" name="Broadcast_305247" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -118411,7 +98777,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7692" name="ReadValue_269261" type="ReadValue" version="opset6">
+		<layer id="6642" name="ReadValue_298572" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.28.keypresent.28.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118430,13 +98796,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7693" name="Constant_263527" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="6643" name="Constant_292603" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7694" name="Gather_263528" type="Gather" version="opset8">
+		<layer id="6644" name="Gather_292604" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118459,7 +98825,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7695" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="6645" name="ShapeOf_268283" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118475,70 +98841,62 @@
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 			</output>
 		</layer>
-		<layer id="7696" name="__module.model.layers.28.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6646" name="Constant_268934" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6647" name="Constant_268285" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7697" name="__module.model.layers.28.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="6648" name="Gather_268286" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5168" />
+				<port id="3" precision="I64" names="5168">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="7698" name="__module.model.layers.28.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="6649" name="__module.model.layers.28.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" names="5167,5171,5172,kv_seq_len.57" />
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-		</layer>
-		<layer id="7699" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="7700" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="5167,5171,5172,kv_seq_len.57">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7701" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6650" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7702" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="6651" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118562,13 +98920,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7703" name="Constant_29785" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="6652" name="Constant_29816" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7704" name="__module.model.layers.28.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="6653" name="__module.model.layers.28.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118589,7 +98947,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7705" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="6654" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -118607,7 +98965,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7706" name="__module.model.layers.28.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6655" name="__module.model.layers.28.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118632,29 +98990,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7707" name="Constant_227265" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6656" name="Constant_241784" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7708" name="Constant_227264" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6657" name="Constant_241783" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7709" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="6658" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118670,16 +99022,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7710" name="__module.model.layers.28.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6659" name="__module.model.layers.28.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7711" name="__module.model.layers.28.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="6660" name="__module.model.layers.28.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -118692,7 +99041,7 @@
 				<port id="3" precision="I64" names="5189,5194" />
 			</output>
 		</layer>
-		<layer id="7712" name="__module.model.layers.28.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="6661" name="__module.model.layers.28.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -118702,7 +99051,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7713" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="6662" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -118710,19 +99059,21 @@
 				<port id="1" precision="I64" names="5191,5192,5196,5197" />
 			</output>
 		</layer>
-		<layer id="7714" name="__module.model.layers.28.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6663" name="Constant_267219" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="7715" name="__module.model.layers.28.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="6664" name="__module.model.layers.28.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -118730,18 +99081,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7716" name="Constant_227263" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6665" name="Constant_241782" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7717" name="ScatterUpdate_227266" type="ScatterUpdate" version="opset3">
+		<layer id="6666" name="ScatterUpdate_241785" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -118762,29 +99110,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7718" name="Constant_227269" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6667" name="Constant_241788" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7719" name="Constant_227272" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6668" name="Constant_241791" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7720" name="__module.model.layers.28.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="6669" name="__module.model.layers.28.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118812,32 +99154,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7721" name="Constant_244026_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="7722" name="Constant_244026" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="6670" name="Constant_258679" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -118845,7 +99165,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7723" name="__module.model.layers.28.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6671" name="__module.model.layers.28.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118870,29 +99190,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7724" name="Constant_227317" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6672" name="Constant_241836" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7725" name="Constant_227322" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6673" name="Constant_241841" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7726" name="__module.model.layers.28.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="6674" name="__module.model.layers.28.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118920,7 +99234,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7727" name="__module.model.layers.28.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6675" name="__module.model.layers.28.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118945,56 +99259,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7728" name="self.model.layers.28.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.28.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7729" name="self.model.layers.28.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="6676" name="self.model.layers.28.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.28.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7730" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6677" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7731" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6678" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7732" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="6679" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119018,13 +99308,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7733" name="Constant_29788" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="6680" name="Constant_29819" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7734" name="__module.model.layers.28.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="6681" name="__module.model.layers.28.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119045,7 +99335,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7735" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="6682" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -119063,7 +99353,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7736" name="__module.model.layers.28.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6683" name="__module.model.layers.28.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119088,7 +99378,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7737" name="__module.model.layers.28.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6684" name="__module.model.layers.28.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119113,7 +99403,196 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7738" name="__module.model.layers.28.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="6685" name="self.model.layers.28.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="3964719328" size="4194304" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6686" name="Convert_313550" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6687" name="self.model.layers.28.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="3968913632" size="1024" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6688" name="Convert_313553" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6689" name="self.model.layers.28.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6690" name="self.model.layers.28.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="3968914656" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6691" name="self.model.layers.28.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6692" name="self.model.layers.28.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6693" name="__module.model.layers.28.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5154,key_states.117">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6694" name="Constant_268517" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6695" name="__module.model.layers.28.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5161">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6696" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6697" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5162,key_states.119">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6698" name="__module.model.layers.28.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119138,38 +99617,45 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7739" name="Constant_227366" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6699" name="Constant_241885" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7740" name="Constant_227365" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6700" name="Constant_241884" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7741" name="__module.model.layers.28.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6701" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6702" name="__module.model.layers.28.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7742" name="__module.model.layers.28.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="6703" name="__module.model.layers.28.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -119182,7 +99668,7 @@
 				<port id="3" precision="I64" names="5205,5210" />
 			</output>
 		</layer>
-		<layer id="7743" name="__module.model.layers.28.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="6704" name="__module.model.layers.28.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -119192,7 +99678,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7744" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="6705" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -119200,19 +99686,21 @@
 				<port id="1" precision="I64" names="5207,5208,5212,5213" />
 			</output>
 		</layer>
-		<layer id="7745" name="__module.model.layers.28.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6706" name="Constant_267221" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="7746" name="__module.model.layers.28.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="6707" name="__module.model.layers.28.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -119220,18 +99708,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7747" name="Constant_227364" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6708" name="Constant_241883" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7748" name="ScatterUpdate_227367" type="ScatterUpdate" version="opset3">
+		<layer id="6709" name="ScatterUpdate_241886" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -119252,29 +99737,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7749" name="Constant_227370" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6710" name="Constant_241889" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7750" name="Constant_227373" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6711" name="Constant_241892" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7751" name="__module.model.layers.28.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="6712" name="__module.model.layers.28.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119302,32 +99781,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7752" name="Constant_244027_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="7753" name="Constant_244027" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="6713" name="Constant_258680" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -119335,7 +99792,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7754" name="__module.model.layers.28.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6714" name="__module.model.layers.28.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119360,29 +99817,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7755" name="Constant_227418" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6715" name="Constant_241937" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7756" name="Constant_227423" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6716" name="Constant_241942" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7757" name="__module.model.layers.28.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="6717" name="__module.model.layers.28.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119410,7 +99861,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7758" name="__module.model.layers.28.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="6718" name="__module.model.layers.28.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119435,7 +99886,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7759" name="__module.model.layers.28.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6719" name="__module.model.layers.28.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119460,7 +99911,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7760" name="__module.model.layers.28.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6720" name="__module.model.layers.28.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119485,7 +99936,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7761" name="__module.model.layers.28.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="6721" name="__module.model.layers.28.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119510,7 +99961,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7762" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="6722" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -119530,43 +99981,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7763" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7764" name="Constant_212541" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6723" name="Constant_268289" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7765" name="__module.model.layers.28.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6724" name="Constant_268290" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7766" name="__module.model.layers.28.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="6725" name="Gather_268291" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -119575,7 +100004,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="5224">
@@ -119583,74 +100012,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7767" name="__module.model.layers.28.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="7768" name="__module.model.layers.28.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="6726" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5225" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="7769" name="Constant_169850" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6727" name="Constant_268937" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7770" name="__module.model.layers.28.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="6728" name="__module.model.layers.28.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="6729" name="__module.model.layers.28.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="5225">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7771" name="Constant_213620" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6730" name="Constant_217106" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6731" name="Constant_228007" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7772" name="Constant_213621" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6732" name="Constant_228008" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7773" name="Gather_213622" type="Gather" version="opset8">
+		<layer id="6733" name="Gather_228009" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -119667,7 +100098,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7774" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="6734" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -119689,19 +100120,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7775" name="__module.model.layers.28.self_attn/aten::expand/Abs" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7776" name="__module.model.layers.28.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="6735" name="__module.model.layers.28.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119719,73 +100138,27 @@
 				<port id="2" precision="FP32" names="5235,hidden_states.853">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7777" name="__module.model.layers.28.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
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+		<layer id="6736" name="Constant_268518" type="Const" version="opset1">
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-		<layer id="7781" name="__module.model.layers.28.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="6737" name="__module.model.layers.28.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
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 					<dim>8</dim>
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@@ -119802,49 +100175,37 @@
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-		<layer id="7783" name="Constant_275687" type="Convert" version="opset1">
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-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="6738" name="Constant_305233" type="Const" version="opset1">
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+		<layer id="6739" name="Constant_305226" type="Const" version="opset1">
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+		<layer id="6740" name="Constant_305228" type="Const" version="opset1">
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-		<layer id="7786" name="Constant_275684" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="6741" name="Constant_305230" type="Const" version="opset1">
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-		<layer id="7787" name="Concat_275685" type="Concat" version="opset1">
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@@ -119866,7 +100227,7 @@
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 			</output>
 		</layer>
-		<layer id="7788" name="Broadcast_275688" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
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@@ -119883,7 +100244,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7789" name="ReadValue_269263" type="ReadValue" version="opset6">
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@@ -119902,13 +100263,13 @@
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 		</layer>
-		<layer id="7790" name="Constant_263530" type="Const" version="opset1">
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+		<layer id="6745" name="Constant_292606" type="Const" version="opset1">
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 		</layer>
-		<layer id="7791" name="Gather_263531" type="Gather" version="opset8">
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@@ -119931,126 +100292,94 @@
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-			<data element_type="u4" shape="1024, 32, 128" offset="3308107856" size="2097152" />
+		<layer id="6747" name="self.model.layers.28.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="3968916704" size="4194304" />
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 		</layer>
-		<layer id="7793" name="Convert_22104" type="Convert" version="opset1">
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 			<input>
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+				<port id="0" precision="U8">
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 				<port id="1" precision="FP16">
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
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+			<data element_type="u8" shape="1024, 1" offset="3973111008" size="1024" />
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+				<port id="0" precision="U8">
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 		</layer>
-		<layer id="7795" name="Convert_22106" type="Convert" version="opset1">
+		<layer id="6750" name="Convert_313542" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
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 			</output>
 		</layer>
-		<layer id="7796" name="self.model.layers.28.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6751" name="self.model.layers.28.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 					<dim>1024</dim>
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-					<dim>128</dim>
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-			<data element_type="f16" shape="1024, 32, 1" offset="3310205008" size="65536" />
+		<layer id="6752" name="self.model.layers.28.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="3973112032" size="2048" />
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 					<dim>1024</dim>
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+		<layer id="6753" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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-					<dim>128</dim>
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 			<output>
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 					<dim>1024</dim>
@@ -120058,11 +100387,8 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
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 			<input>
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 					<dim>1024</dim>
@@ -120076,7 +100402,7 @@
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-		<layer id="7802" name="__module.model.layers.28.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -120097,8 +100423,16 @@
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-			<data special_zero="false" />
+		<layer id="6756" name="Constant_268519" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+		<layer id="6757" name="__module.model.layers.28.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -120118,15 +100452,15 @@
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="6758" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 		</layer>
-		<layer id="7805" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="6759" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -120147,7 +100481,7 @@
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 			</output>
 		</layer>
-		<layer id="7806" name="__module.model.layers.28.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="6760" name="__module.model.layers.28.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120172,7 +100506,7 @@
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 			</output>
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-		<layer id="7807" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="6761" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -120192,7 +100526,7 @@
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 			</output>
 		</layer>
-		<layer id="7808" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120208,27 +100542,21 @@
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 			</output>
 		</layer>
-		<layer id="7809" name="Constant_212550" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6763" name="Constant_268940" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6764" name="__module.model.layers.28.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7811" name="__module.model.layers.28.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="6765" name="__module.model.layers.28.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -120240,79 +100568,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5240">
+				<port id="3" precision="I64" names="5241">
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 			</output>
 		</layer>
-		<layer id="7812" name="__module.model.layers.28.self_attn/aten::size/Constant_13" type="Const" version="opset1">
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-		<layer id="7813" name="__module.model.layers.28.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
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-		<layer id="7814" name="Constant_169855" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6766" name="Constant_217124" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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-				<attribute name="precise" version="0" />
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+		<layer id="6767" name="Constant_228017" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="7817" name="Constant_213631" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6768" name="Constant_228018" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7818" name="Gather_213632" type="Gather" version="opset8">
+		<layer id="6769" name="Gather_228019" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -120329,7 +100612,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7819" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="6770" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -120351,19 +100634,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7820" name="__module.model.layers.28.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
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-				<port id="0" precision="I64">
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-			<output>
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-		</layer>
-		<layer id="7821" name="__module.model.layers.28.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="6771" name="__module.model.layers.28.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120381,73 +100652,27 @@
 				<port id="2" precision="FP32" names="5251,hidden_states.857">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7822" name="__module.model.layers.28.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
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-		<layer id="7823" name="Constant_169858" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6772" name="Constant_268520" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="7824" name="__module.model.layers.28.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
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-			<output>
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-		</layer>
-		<layer id="7825" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="7826" name="__module.model.layers.28.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="6773" name="__module.model.layers.28.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -120464,7 +100689,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7827" name="__module.model.layers.28.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="6774" name="__module.model.layers.28.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120487,7 +100712,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -120501,15 +100726,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7828" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="6775" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7829" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="6776" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -120530,24 +100755,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7830" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="6777" name="Constant_268521" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="5259">
+				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7831" name="__module.model.layers.28.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="6778" name="__module.model.layers.28.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -120567,8 +100784,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7832" name="self.model.layers.28.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="3310270544" size="8388608" />
+		<layer id="6779" name="self.model.layers.28.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3973114080" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -120577,7 +100794,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7833" name="Convert_22134" type="Convert" version="opset1">
+		<layer id="6780" name="Convert_313571" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -120594,28 +100811,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7834" name="self.model.layers.28.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="6781" name="self.model.layers.28.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3981502688" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7835" name="Convert_22136" type="Convert" version="opset1">
+		<layer id="6782" name="Convert_313573" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7836" name="self.model.layers.28.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6783" name="self.model.layers.28.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -120624,6 +100847,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -120635,8 +100860,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7837" name="self.model.layers.28.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3318659152" size="262144" />
+		<layer id="6784" name="self.model.layers.28.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3981568224" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -120645,7 +100870,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7838" name="self.model.layers.28.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6785" name="self.model.layers.28.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -120667,15 +100892,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7839" name="Constant_22141" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="6786" name="Constant_313578" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7840" name="Reshape_22142" type="Reshape" version="opset1">
+		<layer id="6787" name="Reshape_313579" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -120694,11 +100919,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7841" name="self.model.layers.28.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="6788" name="self.model.layers.28.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -120712,7 +100934,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7842" name="__module.model.layers.28.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6789" name="__module.model.layers.28.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120733,7 +100955,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7843" name="__module.model.layers.28/aten::add/Add" type="Add" version="opset1">
+		<layer id="6790" name="__module.model.layers.28/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120755,97 +100977,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7844" name="Constant_244031_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="3318921296" size="8192" />
+		<layer id="6791" name="Constant_258684" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="3981830368" size="16384" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7845" name="Constant_244031" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7846" name="Constant_244030_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="7847" name="Constant_244030" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="7848" name="Constant_244028_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="6792" name="Constant_258683" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7849" name="Constant_244028" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="6793" name="Constant_258681" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7850" name="__module.model.layers.28.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="6794" name="__module.model.layers.28.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120867,15 +101029,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7851" name="Constant_19897" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="6795" name="Constant_19897" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64" names="5271">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7852" name="__module.model.layers.28.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="6796" name="__module.model.layers.28.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120895,37 +101057,17 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7853" name="Constant_244029_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184426" size="2" />
+		<layer id="6797" name="Constant_258682" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
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-		<layer id="7854" name="Constant_244029" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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@@ -120947,7 +101089,7 @@
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 		</layer>
-		<layer id="7856" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -120963,7 +101105,7 @@
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 		</layer>
-		<layer id="7857" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="6800" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -120985,7 +101127,7 @@
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 		</layer>
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+		<layer id="6801" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -121007,7 +101149,7 @@
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 			</output>
 		</layer>
-		<layer id="7859" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6802" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -121029,8 +101171,8 @@
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-			<data element_type="u4" shape="14336, 32, 128" offset="3318929488" size="29360128" />
+		<layer id="6803" name="self.model.layers.28.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="3981846752" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
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@@ -121039,7 +101181,7 @@
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 			</output>
 		</layer>
-		<layer id="7861" name="Convert_22154" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -121056,28 +101198,34 @@
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 			</output>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="6805" name="self.model.layers.28.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="4011206880" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="7863" name="Convert_22156" type="Convert" version="opset1">
+		<layer id="6806" name="Convert_313595" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="7864" name="self.model.layers.28.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6807" name="self.model.layers.28.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -121086,6 +101234,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
@@ -121097,8 +101247,8 @@
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 		</layer>
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-			<data element_type="f16" shape="14336, 32, 1" offset="3348289616" size="917504" />
+		<layer id="6808" name="self.model.layers.28.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="4011436256" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -121107,7 +101257,7 @@
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 			</output>
 		</layer>
-		<layer id="7866" name="self.model.layers.28.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6809" name="self.model.layers.28.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -121129,15 +101279,15 @@
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 		</layer>
-		<layer id="7867" name="Constant_22161" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="6810" name="Constant_313600" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="7868" name="Reshape_22162" type="Reshape" version="opset1">
+		<layer id="6811" name="Reshape_313601" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -121156,11 +101306,8 @@
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 			</output>
 		</layer>
-		<layer id="7869" name="self.model.layers.28.mlp.gate_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -121174,7 +101321,7 @@
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 			</output>
 		</layer>
-		<layer id="7870" name="__module.model.layers.28.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6813" name="__module.model.layers.28.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -121195,7 +101342,7 @@
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 			</output>
 		</layer>
-		<layer id="7871" name="__module.model.layers.28.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="6814" name="__module.model.layers.28.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -121211,8 +101358,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="3349207120" size="29360128" />
+		<layer id="6815" name="self.model.layers.28.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="4012353760" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -121221,7 +101368,7 @@
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 			</output>
 		</layer>
-		<layer id="7873" name="Convert_22144" type="Convert" version="opset1">
+		<layer id="6816" name="Convert_313582" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -121238,28 +101385,34 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="6817" name="self.model.layers.28.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="4041713888" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7875" name="Convert_22146" type="Convert" version="opset1">
+		<layer id="6818" name="Convert_313584" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7876" name="self.model.layers.28.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6819" name="self.model.layers.28.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -121268,6 +101421,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
@@ -121279,8 +101434,8 @@
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 			</output>
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-			<data element_type="f16" shape="14336, 32, 1" offset="3378567248" size="917504" />
+		<layer id="6820" name="self.model.layers.28.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="4041943264" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -121289,7 +101444,7 @@
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 			</output>
 		</layer>
-		<layer id="7878" name="self.model.layers.28.mlp.up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6821" name="self.model.layers.28.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -121311,15 +101466,15 @@
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-		<layer id="7879" name="Constant_22151" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="6822" name="Constant_313589" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="7880" name="Reshape_22152" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -121338,11 +101493,8 @@
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 			</output>
 		</layer>
-		<layer id="7881" name="self.model.layers.28.mlp.up_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -121356,7 +101508,7 @@
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 		</layer>
-		<layer id="7882" name="__module.model.layers.28.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6825" name="__module.model.layers.28.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -121377,7 +101529,7 @@
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 			</output>
 		</layer>
-		<layer id="7883" name="__module.model.layers.28.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6826" name="__module.model.layers.28.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -121399,8 +101551,8 @@
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-			<data element_type="u4" shape="4096, 112, 128" offset="3379484752" size="29360128" />
+		<layer id="6827" name="self.model.layers.28.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -121409,7 +101561,7 @@
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 			</output>
 		</layer>
-		<layer id="7885" name="Convert_22164" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -121426,28 +101578,34 @@
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-		<layer id="7886" name="self.model.layers.28.mlp.down_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="6829" name="self.model.layers.28.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="4072220896" size="229376" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7887" name="Convert_22166" type="Convert" version="opset1">
+		<layer id="6830" name="Convert_313606" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7888" name="self.model.layers.28.mlp.down_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6831" name="self.model.layers.28.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -121456,6 +101614,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
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@@ -121467,8 +101627,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="3408844880" size="917504" />
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -121477,7 +101637,7 @@
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 		</layer>
-		<layer id="7890" name="self.model.layers.28.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6833" name="self.model.layers.28.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -121499,15 +101659,15 @@
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-		<layer id="7891" name="Constant_22171" type="Const" version="opset1">
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+		<layer id="6834" name="Constant_313611" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="316431568" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="7892" name="Reshape_22172" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -121526,11 +101686,8 @@
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 			</output>
 		</layer>
-		<layer id="7893" name="self.model.layers.28.mlp.down_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -121544,7 +101701,7 @@
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 		</layer>
-		<layer id="7894" name="__module.model.layers.28.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6837" name="__module.model.layers.28.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -121565,7 +101722,7 @@
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 			</output>
 		</layer>
-		<layer id="7895" name="__module.model.layers.28/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6838" name="__module.model.layers.28/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -121587,97 +101744,37 @@
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@@ -121699,15 +101796,15 @@
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@@ -121727,37 +101824,17 @@
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@@ -121779,7 +101856,7 @@
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@@ -121795,7 +101872,7 @@
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@@ -121817,7 +101894,7 @@
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 			<input>
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 				<port id="1" precision="FP16">
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 			<data auto_broadcast="numpy" />
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@@ -122006,7 +102048,7 @@
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@@ -122027,79 +102069,16 @@
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+		<layer id="6861" name="__module.model.layers.29.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
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@@ -122119,15 +102098,15 @@
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+		<layer id="6862" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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+		<layer id="6863" name="__module.model.layers.29.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -122148,360 +102127,54 @@
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+		<layer id="6864" name="self.model.layers.29.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
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@@ -122523,7 +102196,7 @@
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@@ -122540,7 +102213,7 @@
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@@ -122588,7 +102261,7 @@
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@@ -122604,70 +102277,62 @@
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 			<output>
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+				<port id="3" precision="I64" names="5338">
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-				<port id="0" precision="I64" />
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+				<port id="0" precision="I64">
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+				<port id="1" precision="I64">
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@@ -122691,13 +102356,13 @@
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+		<layer id="6882" name="Constant_29822" type="Const" version="opset1">
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@@ -122718,7 +102383,7 @@
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-		<layer id="7972" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
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@@ -122736,7 +102401,7 @@
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -122761,29 +102426,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7974" name="Constant_227541" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6886" name="Constant_242060" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7975" name="Constant_227540" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6887" name="Constant_242059" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7976" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="6888" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -122799,16 +102458,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7977" name="__module.model.layers.29.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6889" name="__module.model.layers.29.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7978" name="__module.model.layers.29.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="6890" name="__module.model.layers.29.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -122821,7 +102477,7 @@
 				<port id="3" precision="I64" names="5359,5364" />
 			</output>
 		</layer>
-		<layer id="7979" name="__module.model.layers.29.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="6891" name="__module.model.layers.29.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -122831,7 +102487,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7980" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="6892" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -122839,19 +102495,21 @@
 				<port id="1" precision="I64" names="5361,5362,5366,5367" />
 			</output>
 		</layer>
-		<layer id="7981" name="__module.model.layers.29.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6893" name="Constant_267231" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="7982" name="__module.model.layers.29.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="6894" name="__module.model.layers.29.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -122859,18 +102517,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7983" name="Constant_227539" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6895" name="Constant_242058" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7984" name="ScatterUpdate_227542" type="ScatterUpdate" version="opset3">
+		<layer id="6896" name="ScatterUpdate_242061" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -122891,29 +102546,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7985" name="Constant_227545" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6897" name="Constant_242064" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7986" name="Constant_227548" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6898" name="Constant_242067" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7987" name="__module.model.layers.29.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="6899" name="__module.model.layers.29.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -122941,32 +102590,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7988" name="Constant_244036_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="6900" name="Constant_258689" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7989" name="Constant_244036" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -122974,7 +102601,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7990" name="__module.model.layers.29.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6901" name="__module.model.layers.29.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -122999,29 +102626,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7991" name="Constant_227593" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6902" name="Constant_242112" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7992" name="Constant_227598" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6903" name="Constant_242117" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7993" name="__module.model.layers.29.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="6904" name="__module.model.layers.29.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123049,7 +102670,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7994" name="__module.model.layers.29.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6905" name="__module.model.layers.29.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123074,56 +102695,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7995" name="self.model.layers.29.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
+		<layer id="6906" name="self.model.layers.29.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.29.self_attn.rotary_emb.sin_cached">
+				<port id="0" precision="FP32" names="self.model.layers.29.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7996" name="self.model.layers.29.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7997" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6907" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7998" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6908" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7999" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="6909" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123147,13 +102744,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8000" name="Constant_29794" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="6910" name="Constant_29825" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8001" name="__module.model.layers.29.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="6911" name="__module.model.layers.29.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123174,7 +102771,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8002" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="6912" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -123192,7 +102789,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8003" name="__module.model.layers.29.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6913" name="__module.model.layers.29.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123217,7 +102814,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8004" name="__module.model.layers.29.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6914" name="__module.model.layers.29.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123242,7 +102839,196 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8005" name="__module.model.layers.29.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="6915" name="self.model.layers.29.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="4090173664" size="4194304" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6916" name="Convert_313627" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6917" name="self.model.layers.29.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="4094367968" size="1024" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6918" name="Convert_313630" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6919" name="self.model.layers.29.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6920" name="self.model.layers.29.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="4094368992" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6921" name="self.model.layers.29.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6922" name="self.model.layers.29.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6923" name="__module.model.layers.29.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5324,key_states.121">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6924" name="Constant_268523" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6925" name="__module.model.layers.29.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5331">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6926" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6927" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5332,key_states.123">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6928" name="__module.model.layers.29.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123267,38 +103053,45 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8006" name="Constant_227642" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6929" name="Constant_242161" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8007" name="Constant_227641" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6930" name="Constant_242160" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8008" name="__module.model.layers.29.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6931" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6932" name="__module.model.layers.29.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8009" name="__module.model.layers.29.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="6933" name="__module.model.layers.29.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -123311,7 +103104,7 @@
 				<port id="3" precision="I64" names="5375,5380" />
 			</output>
 		</layer>
-		<layer id="8010" name="__module.model.layers.29.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="6934" name="__module.model.layers.29.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -123321,7 +103114,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8011" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="6935" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -123329,19 +103122,21 @@
 				<port id="1" precision="I64" names="5377,5378,5382,5383" />
 			</output>
 		</layer>
-		<layer id="8012" name="__module.model.layers.29.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6936" name="Constant_267233" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="8013" name="__module.model.layers.29.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="6937" name="__module.model.layers.29.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -123349,18 +103144,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8014" name="Constant_227640" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6938" name="Constant_242159" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8015" name="ScatterUpdate_227643" type="ScatterUpdate" version="opset3">
+		<layer id="6939" name="ScatterUpdate_242162" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -123381,29 +103173,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8016" name="Constant_227646" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6940" name="Constant_242165" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8017" name="Constant_227649" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6941" name="Constant_242168" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8018" name="__module.model.layers.29.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="6942" name="__module.model.layers.29.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123431,32 +103217,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8019" name="Constant_244037_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8020" name="Constant_244037" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="6943" name="Constant_258690" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -123464,7 +103228,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8021" name="__module.model.layers.29.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6944" name="__module.model.layers.29.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123489,29 +103253,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8022" name="Constant_227694" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6945" name="Constant_242213" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8023" name="Constant_227699" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6946" name="Constant_242218" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8024" name="__module.model.layers.29.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="6947" name="__module.model.layers.29.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123539,7 +103297,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8025" name="__module.model.layers.29.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="6948" name="__module.model.layers.29.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123564,7 +103322,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8026" name="__module.model.layers.29.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6949" name="__module.model.layers.29.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123589,7 +103347,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8027" name="__module.model.layers.29.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6950" name="__module.model.layers.29.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123614,7 +103372,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8028" name="__module.model.layers.29.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="6951" name="__module.model.layers.29.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123639,7 +103397,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8029" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="6952" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -123659,43 +103417,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8030" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8031" name="Constant_212565" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6953" name="Constant_268305" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8032" name="__module.model.layers.29.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6954" name="Constant_268306" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8033" name="__module.model.layers.29.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="6955" name="Gather_268307" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -123704,7 +103440,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="5394">
@@ -123712,74 +103448,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8034" name="__module.model.layers.29.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="8035" name="__module.model.layers.29.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="6956" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5395" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="8036" name="Constant_169862" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6957" name="Constant_268946" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8037" name="__module.model.layers.29.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="6958" name="__module.model.layers.29.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
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+				<port id="0" precision="I64">
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-				<attribute name="precise" version="0" />
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+		<layer id="6960" name="Constant_217142" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
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+		<layer id="6961" name="Constant_228042" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="6962" name="Constant_228043" type="Const" version="opset1">
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 			<output>
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 		</layer>
-		<layer id="8040" name="Gather_213657" type="Gather" version="opset8">
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@@ -123796,7 +103534,7 @@
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 		</layer>
-		<layer id="8041" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="6964" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
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@@ -123818,19 +103556,7 @@
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 		</layer>
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-		<layer id="8043" name="__module.model.layers.29.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="6965" name="__module.model.layers.29.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
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@@ -123848,73 +103574,27 @@
 				<port id="2" precision="FP32" names="5405,hidden_states.883">
 					<dim>-1</dim>
 					<dim>8</dim>
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6966" name="Constant_268524" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8048" name="__module.model.layers.29.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="6967" name="__module.model.layers.29.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
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+					<dim>4</dim>
 					<dim>-1</dim>
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@@ -123931,49 +103611,37 @@
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 			</output>
 		</layer>
-		<layer id="8049" name="Constant_275713_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
+		<layer id="6968" name="Constant_305259" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="FP16" />
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-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="8051" name="Constant_275706" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="6969" name="Constant_305252" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8052" name="Constant_275708" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="6970" name="Constant_305254" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="8053" name="Constant_275710" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="6971" name="Constant_305256" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8054" name="Concat_275711" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -123995,7 +103663,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8055" name="Broadcast_275714" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -124012,7 +103680,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8056" name="ReadValue_269267" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
@@ -124031,13 +103699,13 @@
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 		</layer>
-		<layer id="8057" name="Constant_263536" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="6975" name="Constant_292612" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8058" name="Gather_263537" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124060,126 +103728,94 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="3420584016" size="2097152" />
+		<layer id="6977" name="self.model.layers.29.self_attn.v_proj.weight" type="Const" version="opset1">
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 			<output>
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 				</port>
 			</output>
 		</layer>
-		<layer id="8060" name="Convert_22174" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
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-					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="6979" name="self.model.layers.29.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="4098565344" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8062" name="Convert_22176" type="Convert" version="opset1">
+		<layer id="6980" name="Convert_313619" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8063" name="self.model.layers.29.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6981" name="self.model.layers.29.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="3422681168" size="65536" />
+		<layer id="6982" name="self.model.layers.29.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="4098566368" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 			</output>
 		</layer>
-		<layer id="8065" name="self.model.layers.29.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6983" name="self.model.layers.29.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
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-		<layer id="8066" name="Constant_22181" type="Const" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -124187,11 +103823,8 @@
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 			</output>
 		</layer>
-		<layer id="8068" name="self.model.layers.29.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="6984" name="self.model.layers.29.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -124205,7 +103838,7 @@
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 			</output>
 		</layer>
-		<layer id="8069" name="__module.model.layers.29.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6985" name="__module.model.layers.29.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124226,8 +103859,16 @@
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 			</output>
 		</layer>
-		<layer id="8070" name="__module.model.layers.29.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="6986" name="Constant_268525" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6987" name="__module.model.layers.29.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -124247,15 +103888,15 @@
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 			</output>
 		</layer>
-		<layer id="8071" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="6988" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="8072" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="6989" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -124276,7 +103917,7 @@
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 			</output>
 		</layer>
-		<layer id="8073" name="__module.model.layers.29.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="6990" name="__module.model.layers.29.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124301,7 +103942,7 @@
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 			</output>
 		</layer>
-		<layer id="8074" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="6991" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -124321,7 +103962,7 @@
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 			</output>
 		</layer>
-		<layer id="8075" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
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@@ -124337,27 +103978,21 @@
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 		</layer>
-		<layer id="8076" name="Constant_212574" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6993" name="Constant_268949" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8077" name="__module.model.layers.29.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6994" name="__module.model.layers.29.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8078" name="__module.model.layers.29.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="6995" name="__module.model.layers.29.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -124369,79 +104004,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5410">
+				<port id="3" precision="I64" names="5411">
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 				</port>
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 		</layer>
-		<layer id="8079" name="__module.model.layers.29.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
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-			<output>
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-		<layer id="8080" name="__module.model.layers.29.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
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-			<output>
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-		<layer id="8081" name="Constant_169867" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6996" name="Constant_217160" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="8082" name="__module.model.layers.29.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
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-				<port id="1" precision="I64">
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-		<layer id="8083" name="Constant_213665" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6997" name="Constant_228052" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8084" name="Constant_213666" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="6998" name="Constant_228053" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8085" name="Gather_213667" type="Gather" version="opset8">
+		<layer id="6999" name="Gather_228054" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -124458,7 +104048,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8086" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="7000" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -124480,19 +104070,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8087" name="__module.model.layers.29.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
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-		</layer>
-		<layer id="8088" name="__module.model.layers.29.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="7001" name="__module.model.layers.29.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124510,73 +104088,27 @@
 				<port id="2" precision="FP32" names="5421,hidden_states.887">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8089" name="__module.model.layers.29.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
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-		<layer id="8090" name="Constant_169870" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
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-		<layer id="8091" name="__module.model.layers.29.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="7002" name="Constant_268526" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
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-		<layer id="8092" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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 			</output>
 		</layer>
-		<layer id="8093" name="__module.model.layers.29.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7003" name="__module.model.layers.29.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -124593,7 +104125,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8094" name="__module.model.layers.29.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="7004" name="__module.model.layers.29.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124616,7 +104148,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
@@ -124630,15 +104162,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8095" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="7005" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8096" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="7006" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -124659,24 +104191,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8097" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="7007" name="Constant_268527" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
-				<port id="2" precision="I64" names="5429">
+				<port id="0" precision="I64">
 					<dim>3</dim>
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 			</output>
 		</layer>
-		<layer id="8098" name="__module.model.layers.29.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7008" name="__module.model.layers.29.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -124696,8 +104220,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8099" name="self.model.layers.29.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="3422746704" size="8388608" />
+		<layer id="7009" name="self.model.layers.29.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="4098568416" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -124706,7 +104230,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8100" name="Convert_22204" type="Convert" version="opset1">
+		<layer id="7010" name="Convert_313648" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -124723,28 +104247,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8101" name="self.model.layers.29.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="833566799" size="1" />
+		<layer id="7011" name="self.model.layers.29.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="4106957024" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8102" name="Convert_22206" type="Convert" version="opset1">
+		<layer id="7012" name="Convert_313650" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8103" name="self.model.layers.29.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7013" name="self.model.layers.29.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -124753,6 +104283,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -124764,8 +104296,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8104" name="self.model.layers.29.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3431135312" size="262144" />
+		<layer id="7014" name="self.model.layers.29.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="4107022560" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -124774,7 +104306,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8105" name="self.model.layers.29.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7015" name="self.model.layers.29.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -124796,15 +104328,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8106" name="Constant_22211" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="7016" name="Constant_313655" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8107" name="Reshape_22212" type="Reshape" version="opset1">
+		<layer id="7017" name="Reshape_313656" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -124823,11 +104355,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8108" name="self.model.layers.29.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="7018" name="self.model.layers.29.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -124841,7 +104370,7 @@
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 			</output>
 		</layer>
-		<layer id="8109" name="__module.model.layers.29.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7019" name="__module.model.layers.29.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124862,7 +104391,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8110" name="__module.model.layers.29/aten::add/Add" type="Add" version="opset1">
+		<layer id="7020" name="__module.model.layers.29/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124884,97 +104413,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8111" name="Constant_244041_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="3431397456" size="8192" />
-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>4096</dim>
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-		</layer>
-		<layer id="8112" name="Constant_244041" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="7021" name="Constant_258694" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="4107284704" size="16384" />
 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
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 			</output>
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-		<layer id="8113" name="Constant_244040_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
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-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="8114" name="Constant_244040" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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@@ -124996,15 +104465,15 @@
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@@ -125024,37 +104493,17 @@
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@@ -125076,7 +104525,7 @@
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@@ -125114,7 +104563,7 @@
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@@ -125136,7 +104585,7 @@
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@@ -125158,8 +104607,8 @@
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@@ -125168,7 +104617,7 @@
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@@ -125185,28 +104634,34 @@
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-			<data element_type="u4" shape="1" offset="454187084" size="1" />
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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 			<data auto_broadcast="numpy" />
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@@ -125215,6 +104670,8 @@
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 				<port id="1" precision="FP16">
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@@ -125226,8 +104683,8 @@
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@@ -125236,7 +104693,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -125258,15 +104715,15 @@
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@@ -125285,11 +104742,8 @@
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 			<data destination_type="f32" />
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@@ -125303,7 +104757,7 @@
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 		</layer>
-		<layer id="8137" name="__module.model.layers.29.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -125324,7 +104778,7 @@
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@@ -125340,8 +104794,8 @@
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@@ -125350,7 +104804,7 @@
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 		</layer>
-		<layer id="8140" name="Convert_22214" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -125367,58 +104821,34 @@
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 			<output>
 				<port id="0" precision="U4">
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-		<layer id="8142" name="Convert_22216" type="Convert" version="opset1">
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-				<port id="0" precision="FP16">
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 			<data auto_broadcast="numpy" />
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@@ -125440,514 +104870,82 @@
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+		<layer id="7055" name="__module.model.layers.29.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -125955,155 +104953,162 @@
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+		<layer id="7064" name="Constant_313688" type="Const" version="opset1">
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+		<layer id="7066" name="self.model.layers.29.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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+		<layer id="7067" name="__module.model.layers.29.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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+		<layer id="7068" name="__module.model.layers.29/aten::add/Add_1" type="Add" version="opset1">
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+		<layer id="7071" name="Constant_258695" type="Const" version="opset1">
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-			<data axis="0" />
+		<layer id="7072" name="__module.model.layers.30.input_layernorm/aten::pow/Power" type="Power" version="opset1">
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+		<layer id="7073" name="Constant_20644" type="Const" version="opset1">
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+		<layer id="7074" name="__module.model.layers.30.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+			<data keep_dims="true" />
 			<input>
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@@ -126236,231 +105249,242 @@
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 				<port id="1" precision="I64">
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+					<dim>1</dim>
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+		<layer id="7075" name="Constant_258696" type="Const" version="opset1">
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+		<layer id="7076" name="__module.model.layers.30.input_layernorm/aten::add/Add" type="Add" version="opset1">
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 			<output>
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+		<layer id="7077" name="__module.model.layers.30.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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-					<dim>128</dim>
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-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="7078" name="__module.model.layers.30.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
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+		</layer>
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+			<data auto_broadcast="numpy" />
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-			<output>
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+					<dim>4096</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="8210" name="self.model.layers.30.self_attn.k_proj.weight" type="Convert" version="opset1">
+		<layer id="7088" name="self.model.layers.30.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 			<input>
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+					<dim>4096</dim>
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 			<output>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
+					<dim>4096</dim>
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 		</layer>
-		<layer id="8211" name="__module.model.layers.30.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7089" name="__module.model.layers.30.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -126469,72 +105493,61 @@
 					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
+					<dim>4096</dim>
 					<dim>4096</dim>
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 			<output>
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+				<port id="2" precision="FP32" names="5492,query_states.61">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>1024</dim>
+					<dim>4096</dim>
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 			</output>
 		</layer>
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-			<input>
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-				</port>
-				<port id="2" precision="I64">
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-				</port>
-			</input>
+		<layer id="7090" name="Constant_268528" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917120" size="32" />
 			<output>
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+				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="8213" name="__module.model.layers.30.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7091" name="__module.model.layers.30.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>1024</dim>
+					<dim>4096</dim>
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 				<port id="1" precision="I64">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5498">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8214" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="7092" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="8215" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="7093" name="__module.model.layers.30.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I32">
@@ -126542,95 +105555,62 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5502,key_states.127">
+				<port id="2" precision="FP32" names="5499,q.61">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8216" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="7094" name="self.model.layers.30.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32" names="self.model.layers.30.self_attn.rotary_emb.cos_cached">
+					<dim>32768</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8217" name="__module.model.layers.30.self_attn/aten::size/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7095" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="8218" name="__module.model.layers.30.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="5506" />
-			</output>
-		</layer>
-		<layer id="8219" name="Constant_275752_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="" offset="0" size="2" />
-			<output>
-				<port id="0" precision="FP16" />
 			</output>
 		</layer>
-		<layer id="8220" name="Constant_275752" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="7096" name="Constant_305298" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="8221" name="Constant_275745" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="7097" name="Constant_305291" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8222" name="Constant_275747" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="7098" name="Constant_305293" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8223" name="Constant_275749" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="7099" name="Constant_305295" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8224" name="Concat_275750" type="Concat" version="opset1">
+		<layer id="7100" name="Concat_305296" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -126652,7 +105632,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8225" name="Broadcast_275753" type="Broadcast" version="opset3">
+		<layer id="7101" name="Broadcast_305299" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -126669,7 +105649,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8226" name="ReadValue_269273" type="ReadValue" version="opset6">
+		<layer id="7102" name="ReadValue_298584" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.30.keypresent.30.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126688,13 +105668,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8227" name="Constant_263539" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="7103" name="Constant_292615" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8228" name="Gather_263540" type="Gather" version="opset8">
+		<layer id="7104" name="Gather_292616" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126717,7 +105697,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8229" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="7105" name="ShapeOf_268315" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126733,70 +105713,62 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8230" name="__module.model.layers.30.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7106" name="Constant_268952" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7107" name="Constant_268317" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8231" name="__module.model.layers.30.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="7108" name="Gather_268318" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5508" />
+				<port id="3" precision="I64" names="5508">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="8232" name="__module.model.layers.30.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="7109" name="__module.model.layers.30.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="I64" names="5507,5511,5512,kv_seq_len.61" />
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-		</layer>
-		<layer id="8233" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="8234" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="5507,5511,5512,kv_seq_len.61">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8235" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7110" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8236" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="7111" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126820,13 +105792,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8237" name="Constant_29797" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="7112" name="Constant_29828" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8238" name="__module.model.layers.30.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="7113" name="__module.model.layers.30.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126847,7 +105819,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8239" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="7114" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -126865,7 +105837,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8240" name="__module.model.layers.30.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7115" name="__module.model.layers.30.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126890,29 +105862,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8241" name="Constant_227817" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7116" name="Constant_242336" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8242" name="Constant_227816" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7117" name="Constant_242335" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8243" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="7118" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126928,16 +105894,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8244" name="__module.model.layers.30.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7119" name="__module.model.layers.30.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8245" name="__module.model.layers.30.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="7120" name="__module.model.layers.30.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -126950,7 +105913,7 @@
 				<port id="3" precision="I64" names="5529,5534" />
 			</output>
 		</layer>
-		<layer id="8246" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="7121" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -126960,7 +105923,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8247" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="7122" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -126968,19 +105931,21 @@
 				<port id="1" precision="I64" names="5531,5532,5536,5537" />
 			</output>
 		</layer>
-		<layer id="8248" name="__module.model.layers.30.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7123" name="Constant_267243" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="8249" name="__module.model.layers.30.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="7124" name="__module.model.layers.30.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -126988,18 +105953,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8250" name="Constant_227815" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7125" name="Constant_242334" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8251" name="ScatterUpdate_227818" type="ScatterUpdate" version="opset3">
+		<layer id="7126" name="ScatterUpdate_242337" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -127020,29 +105982,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8252" name="Constant_227821" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7127" name="Constant_242340" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8253" name="Constant_227824" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7128" name="Constant_242343" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8254" name="__module.model.layers.30.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="7129" name="__module.model.layers.30.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127070,32 +106026,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8255" name="Constant_244046_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-		</layer>
-		<layer id="8256" name="Constant_244046" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="7130" name="Constant_258699" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -127103,7 +106037,7 @@
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 			</output>
 		</layer>
-		<layer id="8257" name="__module.model.layers.30.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="7131" name="__module.model.layers.30.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127128,29 +106062,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8258" name="Constant_227869" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7132" name="Constant_242388" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8259" name="Constant_227874" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7133" name="Constant_242393" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8260" name="__module.model.layers.30.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="7134" name="__module.model.layers.30.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127178,7 +106106,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8261" name="__module.model.layers.30.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="7135" name="__module.model.layers.30.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127203,56 +106131,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8262" name="self.model.layers.30.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
-			<output>
-				<port id="0" precision="FP16" names="self.model.layers.30.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8263" name="self.model.layers.30.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="7136" name="self.model.layers.30.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.30.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8264" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7137" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8265" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7138" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8266" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="7139" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127276,13 +106180,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8267" name="Constant_29800" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="7140" name="Constant_29831" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8268" name="__module.model.layers.30.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="7141" name="__module.model.layers.30.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127303,7 +106207,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8269" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="7142" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -127321,7 +106225,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8270" name="__module.model.layers.30.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7143" name="__module.model.layers.30.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127346,7 +106250,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8271" name="__module.model.layers.30.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="7144" name="__module.model.layers.30.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127371,7 +106275,196 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8272" name="__module.model.layers.30.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="7145" name="self.model.layers.30.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="4215628000" size="4194304" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7146" name="Convert_313704" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7147" name="self.model.layers.30.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="4219822304" size="1024" />
+			<output>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7148" name="Convert_313707" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U8">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7149" name="self.model.layers.30.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7150" name="self.model.layers.30.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="4219823328" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7151" name="self.model.layers.30.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7152" name="self.model.layers.30.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7153" name="__module.model.layers.30.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5494,key_states.125">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7154" name="Constant_268529" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7155" name="__module.model.layers.30.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
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+			<output>
+				<port id="2" precision="FP32" names="5501">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7156" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7157" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5502,key_states.127">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7158" name="__module.model.layers.30.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127396,38 +106489,45 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8273" name="Constant_227918" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7159" name="Constant_242437" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8274" name="Constant_227917" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7160" name="Constant_242436" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8275" name="__module.model.layers.30.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7161" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7162" name="__module.model.layers.30.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8276" name="__module.model.layers.30.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="7163" name="__module.model.layers.30.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -127440,7 +106540,7 @@
 				<port id="3" precision="I64" names="5545,5550" />
 			</output>
 		</layer>
-		<layer id="8277" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="7164" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -127450,7 +106550,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8278" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="7165" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -127458,19 +106558,21 @@
 				<port id="1" precision="I64" names="5547,5548,5552,5553" />
 			</output>
 		</layer>
-		<layer id="8279" name="__module.model.layers.30.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7166" name="Constant_267245" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="8280" name="__module.model.layers.30.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="7167" name="__module.model.layers.30.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -127478,18 +106580,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8281" name="Constant_227916" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7168" name="Constant_242435" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8282" name="ScatterUpdate_227919" type="ScatterUpdate" version="opset3">
+		<layer id="7169" name="ScatterUpdate_242438" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -127510,29 +106609,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8283" name="Constant_227922" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7170" name="Constant_242441" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8284" name="Constant_227925" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7171" name="Constant_242444" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8285" name="__module.model.layers.30.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="7172" name="__module.model.layers.30.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127560,32 +106653,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8286" name="Constant_244047_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
+		<layer id="7173" name="Constant_258700" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8287" name="Constant_244047" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -127593,7 +106664,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8288" name="__module.model.layers.30.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7174" name="__module.model.layers.30.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127618,29 +106689,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8289" name="Constant_227970" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7175" name="Constant_242489" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8290" name="Constant_227975" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7176" name="Constant_242494" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8291" name="__module.model.layers.30.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="7177" name="__module.model.layers.30.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127668,7 +106733,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8292" name="__module.model.layers.30.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="7178" name="__module.model.layers.30.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127693,7 +106758,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8293" name="__module.model.layers.30.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="7179" name="__module.model.layers.30.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127718,7 +106783,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8294" name="__module.model.layers.30.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="7180" name="__module.model.layers.30.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127743,7 +106808,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8295" name="__module.model.layers.30.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="7181" name="__module.model.layers.30.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127768,7 +106833,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8296" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="7182" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -127788,43 +106853,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8297" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8298" name="Constant_212589" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7183" name="Constant_268321" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8299" name="__module.model.layers.30.self_attn/aten::size/Constant_8" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7184" name="Constant_268322" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8300" name="__module.model.layers.30.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="7185" name="Gather_268323" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -127833,7 +106876,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
 			</input>
 			<output>
 				<port id="3" precision="I64" names="5564">
@@ -127841,74 +106884,76 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8301" name="__module.model.layers.30.self_attn/aten::size/Constant_9" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="8302" name="__module.model.layers.30.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="7186" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5565" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="8303" name="Constant_169874" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7187" name="Constant_268955" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8304" name="__module.model.layers.30.self_attn/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7188" name="__module.model.layers.30.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="7189" name="__module.model.layers.30.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="5565">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7190" name="Constant_217178" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8305" name="Constant_213690" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7191" name="Constant_228077" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8306" name="Constant_213691" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7192" name="Constant_228078" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8307" name="Gather_213692" type="Gather" version="opset8">
+		<layer id="7193" name="Gather_228079" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -127925,7 +106970,7 @@
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 		</layer>
-		<layer id="8308" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="7194" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
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 			<input>
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@@ -127947,19 +106992,7 @@
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-		</layer>
-		<layer id="8310" name="__module.model.layers.30.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="7195" name="__module.model.layers.30.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127977,73 +107010,27 @@
 				<port id="2" precision="FP32" names="5575,hidden_states.913">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
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 					<dim>128</dim>
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 		</layer>
-		<layer id="8311" name="__module.model.layers.30.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
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-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
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-			</input>
+		<layer id="7196" name="Constant_268530" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
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-			<input>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8315" name="__module.model.layers.30.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7197" name="__module.model.layers.30.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -128060,49 +107047,37 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8316" name="Constant_275739_compressed" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP16" />
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-		</layer>
-		<layer id="8317" name="Constant_275739" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16" />
-			</input>
+		<layer id="7198" name="Constant_305285" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="8318" name="Constant_275732" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="7199" name="Constant_305278" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8319" name="Constant_275734" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="7200" name="Constant_305280" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="8320" name="Constant_275736" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="7201" name="Constant_305282" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8321" name="Concat_275737" type="Concat" version="opset1">
+		<layer id="7202" name="Concat_305283" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -128124,7 +107099,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8322" name="Broadcast_275740" type="Broadcast" version="opset3">
+		<layer id="7203" name="Broadcast_305286" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -128141,7 +107116,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8323" name="ReadValue_269275" type="ReadValue" version="opset6">
+		<layer id="7204" name="ReadValue_298586" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.30.valuepresent.30.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -128160,13 +107135,13 @@
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 			</output>
 		</layer>
-		<layer id="8324" name="Constant_263542" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="7205" name="Constant_292618" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8325" name="Gather_263543" type="Gather" version="opset8">
+		<layer id="7206" name="Gather_292619" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -128189,126 +107164,94 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="3533060176" size="2097152" />
+		<layer id="7207" name="self.model.layers.30.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="4219825376" size="4194304" />
 			<output>
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 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8327" name="Convert_22244" type="Convert" version="opset1">
+		<layer id="7208" name="Convert_313693" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="496138317" size="1" />
+		<layer id="7209" name="self.model.layers.30.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="4224019680" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8329" name="Convert_22246" type="Convert" version="opset1">
+		<layer id="7210" name="Convert_313696" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8330" name="self.model.layers.30.self_attn.v_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7211" name="self.model.layers.30.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="3535157328" size="65536" />
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+			<data element_type="f16" shape="1024, 1" offset="4224020704" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
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 		</layer>
-		<layer id="8332" name="self.model.layers.30.self_attn.v_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7213" name="self.model.layers.30.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-		<layer id="8333" name="Constant_22251" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="8334" name="Reshape_22252" type="Reshape" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
-					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -128316,11 +107259,8 @@
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 			</output>
 		</layer>
-		<layer id="8335" name="self.model.layers.30.self_attn.v_proj.weight" type="Convert" version="opset1">
+		<layer id="7214" name="self.model.layers.30.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -128334,7 +107274,7 @@
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 			</output>
 		</layer>
-		<layer id="8336" name="__module.model.layers.30.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7215" name="__module.model.layers.30.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -128355,8 +107295,16 @@
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 			</output>
 		</layer>
-		<layer id="8337" name="__module.model.layers.30.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7216" name="Constant_268531" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7217" name="__module.model.layers.30.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -128376,15 +107324,15 @@
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 			</output>
 		</layer>
-		<layer id="8338" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="7218" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8339" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="7219" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -128405,7 +107353,7 @@
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 			</output>
 		</layer>
-		<layer id="8340" name="__module.model.layers.30.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="7220" name="__module.model.layers.30.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -128430,7 +107378,7 @@
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 			</output>
 		</layer>
-		<layer id="8341" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="7221" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -128450,7 +107398,7 @@
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 			</output>
 		</layer>
-		<layer id="8342" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -128466,27 +107414,21 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="7223" name="Constant_268958" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7224" name="__module.model.layers.30.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8345" name="__module.model.layers.30.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="7225" name="__module.model.layers.30.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -128498,79 +107440,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5580">
+				<port id="3" precision="I64" names="5581">
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 			</output>
 		</layer>
-		<layer id="8346" name="__module.model.layers.30.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
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-			<output>
-				<port id="0" precision="I32" />
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-				<port id="1" precision="I64" />
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-			<output>
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-		<layer id="8348" name="Constant_169879" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7226" name="Constant_217196" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
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-			<data special_zero="false" />
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7227" name="Constant_228087" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8351" name="Constant_213701" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7228" name="Constant_228088" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8352" name="Gather_213702" type="Gather" version="opset8">
+		<layer id="7229" name="Gather_228089" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -128587,7 +107484,7 @@
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 		</layer>
-		<layer id="8353" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="7230" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -128609,19 +107506,7 @@
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 		</layer>
-		<layer id="8354" name="__module.model.layers.30.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
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-		</layer>
-		<layer id="8355" name="__module.model.layers.30.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="7231" name="__module.model.layers.30.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
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@@ -128639,73 +107524,27 @@
 				<port id="2" precision="FP32" names="5591,hidden_states.917">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
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 					<dim>128</dim>
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 		</layer>
-		<layer id="8356" name="__module.model.layers.30.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
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-		<layer id="8357" name="Constant_169882" type="Const" version="opset1">
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-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="7232" name="Constant_268532" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
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-		<layer id="8359" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_6" type="Concat" version="opset1">
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 				<port id="0" precision="I64">
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-			<data special_zero="false" />
+		<layer id="7233" name="__module.model.layers.30.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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@@ -128722,7 +107561,7 @@
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 		</layer>
-		<layer id="8361" name="__module.model.layers.30.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="7234" name="__module.model.layers.30.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -128745,7 +107584,7 @@
 				</port>
 				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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@@ -128759,15 +107598,15 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="7235" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
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 		</layer>
-		<layer id="8363" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="7236" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -128788,24 +107627,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8364" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
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-				<port id="1" precision="I64">
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-				</port>
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+		<layer id="7237" name="Constant_268533" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="179848360" size="24" />
 			<output>
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 		</layer>
-		<layer id="8365" name="__module.model.layers.30.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7238" name="__module.model.layers.30.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -128825,8 +107656,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8366" name="self.model.layers.30.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="3535222864" size="8388608" />
+		<layer id="7239" name="self.model.layers.30.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="4224022752" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -128835,7 +107666,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8367" name="Convert_22274" type="Convert" version="opset1">
+		<layer id="7240" name="Convert_313725" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -128852,28 +107683,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8368" name="self.model.layers.30.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="7241" name="self.model.layers.30.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="4232411360" size="65536" />
 			<output>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8369" name="Convert_22276" type="Convert" version="opset1">
+		<layer id="7242" name="Convert_313727" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8370" name="self.model.layers.30.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7243" name="self.model.layers.30.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -128882,6 +107719,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -128893,8 +107732,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8371" name="self.model.layers.30.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3543611472" size="262144" />
+		<layer id="7244" name="self.model.layers.30.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="4232476896" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -128903,7 +107742,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8372" name="self.model.layers.30.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7245" name="self.model.layers.30.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -128925,15 +107764,15 @@
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 			</output>
 		</layer>
-		<layer id="8373" name="Constant_22281" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="7246" name="Constant_313732" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8374" name="Reshape_22282" type="Reshape" version="opset1">
+		<layer id="7247" name="Reshape_313733" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -128952,11 +107791,8 @@
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 			</output>
 		</layer>
-		<layer id="8375" name="self.model.layers.30.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="7248" name="self.model.layers.30.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -128970,7 +107806,7 @@
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 			</output>
 		</layer>
-		<layer id="8376" name="__module.model.layers.30.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7249" name="__module.model.layers.30.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -128991,7 +107827,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8377" name="__module.model.layers.30/aten::add/Add" type="Add" version="opset1">
+		<layer id="7250" name="__module.model.layers.30/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -129013,97 +107849,37 @@
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 			</output>
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-		<layer id="8378" name="Constant_244051_compressed" type="Const" version="opset1">
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-		<layer id="8379" name="Constant_244051" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="7251" name="Constant_258704" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
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-				<port id="0" precision="FP16">
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-		<layer id="8381" name="Constant_244050" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-					<dim>1</dim>
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-			</input>
+		<layer id="7252" name="Constant_258703" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
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-		<layer id="8382" name="Constant_244048_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
-			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
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-		<layer id="8383" name="Constant_244048" type="Convert" version="opset1">
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-			<rt_info>
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-					<dim>1</dim>
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+		<layer id="7253" name="Constant_258701" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
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-		<layer id="8384" name="__module.model.layers.30.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="7254" name="__module.model.layers.30.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -129125,15 +107901,15 @@
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-		<layer id="8385" name="Constant_21249" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="7255" name="Constant_21249" type="Const" version="opset1">
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+		<layer id="7256" name="__module.model.layers.30.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
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@@ -129153,37 +107929,17 @@
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-		<layer id="8388" name="Constant_244049" type="Convert" version="opset1">
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+		<layer id="7257" name="Constant_258702" type="Const" version="opset1">
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+		<layer id="7258" name="__module.model.layers.30.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -129205,7 +107961,7 @@
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-		<layer id="8390" name="__module.model.layers.30.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="7259" name="__module.model.layers.30.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -129221,7 +107977,7 @@
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 		</layer>
-		<layer id="8391" name="__module.model.layers.30.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="7260" name="__module.model.layers.30.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -129243,7 +107999,7 @@
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-		<layer id="8392" name="__module.model.layers.30.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7261" name="__module.model.layers.30.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -129265,7 +108021,7 @@
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 		</layer>
-		<layer id="8393" name="__module.model.layers.30.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7262" name="__module.model.layers.30.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -129287,8 +108043,8 @@
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-			<data element_type="u4" shape="14336, 32, 128" offset="3543881808" size="29360128" />
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 			<output>
 				<port id="0" precision="U4">
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@@ -129297,7 +108053,7 @@
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 			</output>
 		</layer>
-		<layer id="8395" name="Convert_22294" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -129314,28 +108070,34 @@
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-			<data element_type="u4" shape="1" offset="259512376" size="1" />
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+			<data element_type="u4" shape="14336, 32, 1" offset="4262115552" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="8397" name="Convert_22296" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="8398" name="self.model.layers.30.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7267" name="self.model.layers.30.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -129344,6 +108106,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
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@@ -129355,8 +108119,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="3573241936" size="917504" />
+		<layer id="7268" name="self.model.layers.30.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="4262344928" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -129365,7 +108129,7 @@
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 		</layer>
-		<layer id="8400" name="self.model.layers.30.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7269" name="self.model.layers.30.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -129387,15 +108151,15 @@
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-		<layer id="8401" name="Constant_22301" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="7270" name="Constant_313754" type="Const" version="opset1">
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-		<layer id="8402" name="Reshape_22302" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -129414,11 +108178,8 @@
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 			</output>
 		</layer>
-		<layer id="8403" name="self.model.layers.30.mlp.gate_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -129432,7 +108193,7 @@
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 			</output>
 		</layer>
-		<layer id="8404" name="__module.model.layers.30.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7273" name="__module.model.layers.30.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -129453,7 +108214,7 @@
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 		</layer>
-		<layer id="8405" name="__module.model.layers.30.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="7274" name="__module.model.layers.30.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -129469,8 +108230,8 @@
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 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="3574159440" size="29360128" />
+		<layer id="7275" name="self.model.layers.30.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="4263262432" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -129479,7 +108240,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8407" name="Convert_22284" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -129496,28 +108257,34 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1" offset="259512376" size="1" />
+		<layer id="7277" name="self.model.layers.30.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="4292622560" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8409" name="Convert_22286" type="Convert" version="opset1">
+		<layer id="7278" name="Convert_313738" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="8410" name="self.model.layers.30.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -129526,6 +108293,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
 					<dim>1</dim>
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@@ -129537,8 +108306,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="3603519568" size="917504" />
+		<layer id="7280" name="self.model.layers.30.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="4292851936" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -129547,7 +108316,7 @@
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 		</layer>
-		<layer id="8412" name="self.model.layers.30.mlp.up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7281" name="self.model.layers.30.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -129569,15 +108338,15 @@
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-		<layer id="8413" name="Constant_22291" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="7282" name="Constant_313743" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8414" name="Reshape_22292" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -129596,11 +108365,8 @@
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 			</output>
 		</layer>
-		<layer id="8415" name="self.model.layers.30.mlp.up_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -129614,7 +108380,7 @@
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 		</layer>
-		<layer id="8416" name="__module.model.layers.30.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7285" name="__module.model.layers.30.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -129635,7 +108401,7 @@
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 			</output>
 		</layer>
-		<layer id="8417" name="__module.model.layers.30.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7286" name="__module.model.layers.30.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -129657,8 +108423,8 @@
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-			<data element_type="u4" shape="4096, 112, 128" offset="3604437072" size="29360128" />
+		<layer id="7287" name="self.model.layers.30.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -129667,7 +108433,7 @@
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 			</output>
 		</layer>
-		<layer id="8419" name="Convert_22304" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -129684,28 +108450,34 @@
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 		</layer>
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-			<data element_type="u4" shape="1" offset="259512376" size="1" />
+		<layer id="7289" name="self.model.layers.30.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="4323129568" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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 					<dim>1</dim>
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 		</layer>
-		<layer id="8421" name="Convert_22306" type="Convert" version="opset1">
+		<layer id="7290" name="Convert_313760" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>112</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="8422" name="self.model.layers.30.mlp.down_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7291" name="self.model.layers.30.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -129714,6 +108486,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
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@@ -129725,8 +108499,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="3633797200" size="917504" />
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 				<port id="0" precision="FP16">
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@@ -129735,7 +108509,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -129757,15 +108531,15 @@
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+		<layer id="7294" name="Constant_313765" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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@@ -129927,15 +108658,15 @@
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 			<data auto_broadcast="numpy" />
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-			<output>
-				<port id="1" precision="FP32" />
+				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="8467" name="Constant_275758" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="10" size="8" />
+		<layer id="7326" name="Constant_305304" type="Const" version="opset1">
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-		<layer id="8468" name="Constant_275760" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
+		<layer id="7327" name="Constant_305306" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
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-		<layer id="8469" name="Constant_275762" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="18" size="8" />
+		<layer id="7328" name="Constant_305308" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
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-		<layer id="8470" name="Concat_275763" type="Concat" version="opset1">
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@@ -130465,7 +109066,7 @@
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 			</output>
 		</layer>
-		<layer id="8471" name="Broadcast_275766" type="Broadcast" version="opset3">
+		<layer id="7330" name="Broadcast_305312" type="Broadcast" version="opset3">
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 			<input>
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@@ -130482,7 +109083,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8472" name="ReadValue_269277" type="ReadValue" version="opset6">
+		<layer id="7331" name="ReadValue_298588" type="ReadValue" version="opset6">
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@@ -130501,13 +109102,13 @@
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 		</layer>
-		<layer id="8473" name="Constant_263545" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
+		<layer id="7332" name="Constant_292621" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
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 			</output>
 		</layer>
-		<layer id="8474" name="Gather_263546" type="Gather" version="opset8">
+		<layer id="7333" name="Gather_292622" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
@@ -130530,126 +109131,94 @@
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 		</layer>
-		<layer id="8475" name="self.model.layers.31.self_attn.k_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="3636877392" size="2097152" />
+		<layer id="7334" name="self.model.layers.31.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096" offset="4328473824" size="4194304" />
 			<output>
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+					<dim>4096</dim>
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 		</layer>
-		<layer id="8476" name="Convert_22324" type="Convert" version="opset1">
+		<layer id="7335" name="Convert_313781" type="Convert" version="opset1">
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 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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-					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
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 		</layer>
-		<layer id="8477" name="self.model.layers.31.self_attn.k_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="268826697" size="1" />
+		<layer id="7336" name="self.model.layers.31.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1" offset="4332668128" size="1024" />
 			<output>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="8478" name="Convert_22326" type="Convert" version="opset1">
+		<layer id="7337" name="Convert_313784" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8479" name="self.model.layers.31.self_attn.k_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7338" name="self.model.layers.31.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8480" name="self.model.layers.31.self_attn.k_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="3638974544" size="65536" />
+		<layer id="7339" name="self.model.layers.31.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="4332669152" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 			</output>
 		</layer>
-		<layer id="8481" name="self.model.layers.31.self_attn.k_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7340" name="self.model.layers.31.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>32</dim>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="8482" name="Constant_22331" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="8483" name="Reshape_22332" type="Reshape" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
-					<dim>2</dim>
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-			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -130657,11 +109226,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8484" name="self.model.layers.31.self_attn.k_proj.weight" type="Convert" version="opset1">
+		<layer id="7341" name="self.model.layers.31.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -130675,7 +109241,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8485" name="__module.model.layers.31.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7342" name="__module.model.layers.31.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -130696,8 +109262,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8486" name="__module.model.layers.31.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7343" name="Constant_268535" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650812" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7344" name="__module.model.layers.31.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -130717,15 +109291,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8487" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="7345" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917152" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="8488" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="7346" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -130746,45 +109320,24 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8489" name="self.model.layers.31.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="139835237" size="8388608" />
+		<layer id="7347" name="self.model.layers.31.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="139917168" size="16777216" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.31.self_attn.rotary_emb.cos_cached">
+				<port id="0" precision="FP32" names="self.model.layers.31.self_attn.rotary_emb.cos_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8490" name="self.model.layers.31.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
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-					<dim>128</dim>
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-					<dim>128</dim>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7348" name="__module.model.layers.31.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="8492" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="7349" name="ShapeOf_268331" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -130800,108 +109353,62 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7350" name="Constant_268961" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694392" size="8" />
 			<output>
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-			<input>
 				<port id="0" precision="I64">
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-			<output>
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-		<layer id="8495" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
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-			<input>
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-					<dim>-1</dim>
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-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7351" name="Constant_268333" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8497" name="__module.model.layers.31.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="7352" name="Gather_268334" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5678" />
+				<port id="3" precision="I64" names="5678">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
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+		<layer id="7353" name="__module.model.layers.31.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
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-			<output>
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-			<output>
-				<port id="0" precision="I32" />
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-		<layer id="8500" name="__module.model.layers.31.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="2" precision="I64" names="5677,5681,5682,kv_seq_len">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7354" name="__module.model.layers.31.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8502" name="__module.model.layers.31.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
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 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -130925,13 +109432,13 @@
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 			</output>
 		</layer>
-		<layer id="8503" name="Constant_29803" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="7356" name="Constant_29834" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8504" name="__module.model.layers.31.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="7357" name="__module.model.layers.31.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -130952,7 +109459,7 @@
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 			</output>
 		</layer>
-		<layer id="8505" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="7358" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -130970,7 +109477,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8506" name="__module.model.layers.31.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7359" name="__module.model.layers.31.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -130995,38 +109502,45 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8507" name="Constant_228093" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7360" name="Constant_242612" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8508" name="Constant_228092" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386597" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7361" name="Constant_242611" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694432" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8509" name="__module.model.layers.31.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7362" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7363" name="__module.model.layers.31.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8510" name="__module.model.layers.31.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="7364" name="__module.model.layers.31.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -131039,7 +109553,7 @@
 				<port id="3" precision="I64" names="5715,5720" />
 			</output>
 		</layer>
-		<layer id="8511" name="__module.model.layers.31.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="7365" name="__module.model.layers.31.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -131049,7 +109563,7 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8512" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="7366" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
@@ -131057,19 +109571,21 @@
 				<port id="1" precision="I64" names="5717,5718,5722,5723" />
 			</output>
 		</layer>
-		<layer id="8513" name="__module.model.layers.31.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7367" name="Constant_267255" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="8514" name="__module.model.layers.31.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="7368" name="__module.model.layers.31.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
-				<port id="1" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="2" precision="I64">
@@ -131077,18 +109593,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8515" name="Constant_228091" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7369" name="Constant_242610" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8516" name="ScatterUpdate_228094" type="ScatterUpdate" version="opset3">
+		<layer id="7370" name="ScatterUpdate_242613" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -131109,29 +109622,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8517" name="Constant_228097" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386605" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7371" name="Constant_242616" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694440" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8518" name="Constant_228100" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7372" name="Constant_242619" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8519" name="__module.model.layers.31.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="7373" name="__module.model.layers.31.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131159,32 +109666,10 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8520" name="Constant_244056_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1, 1" offset="150386669" size="2" />
-			<output>
-				<port id="0" precision="FP16">
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-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="8521" name="Constant_244056" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="7374" name="Constant_258709" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="156694504" size="4" />
 			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -131192,7 +109677,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8522" name="__module.model.layers.31.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="7375" name="__module.model.layers.31.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131217,29 +109702,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8523" name="Constant_228145" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386565" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7376" name="Constant_242664" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694400" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8524" name="Constant_228150" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="150386637" size="32" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7377" name="Constant_242669" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8525" name="__module.model.layers.31.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="7378" name="__module.model.layers.31.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131267,7 +109746,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8526" name="__module.model.layers.31.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="7379" name="__module.model.layers.31.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131292,56 +109771,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8527" name="self.model.layers.31.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="32768, 128" offset="150386671" size="8388608" />
+		<layer id="7380" name="self.model.layers.31.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
+			<data element_type="f32" shape="32768, 128" offset="156694508" size="16777216" />
 			<output>
-				<port id="0" precision="FP16" names="self.model.layers.31.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8528" name="self.model.layers.31.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
-			<input>
-				<port id="0" precision="FP16">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
+				<port id="0" precision="FP32" names="self.model.layers.31.self_attn.rotary_emb.sin_cached">
 					<dim>32768</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8529" name="__module.model.layers.31.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7381" name="__module.model.layers.31.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8530" name="__module.model.layers.31.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="150386557" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7382" name="__module.model.layers.31.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8531" name="__module.model.layers.31.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="7383" name="__module.model.layers.31.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131365,13 +109820,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8532" name="Constant_29806" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
+		<layer id="7384" name="Constant_29837" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8533" name="__module.model.layers.31.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="7385" name="__module.model.layers.31.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131392,7 +109847,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8534" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="7386" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -131410,7 +109865,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8535" name="__module.model.layers.31.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7387" name="__module.model.layers.31.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131435,7 +109890,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8536" name="__module.model.layers.31.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="7388" name="__module.model.layers.31.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131460,7 +109915,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8537" name="__module.model.layers.31.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="7389" name="__module.model.layers.31.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131485,156 +109940,104 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8589" name="Constant_244065_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 4096" offset="3639040080" size="8192" />
+		<layer id="7441" name="Constant_258718" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="4332671200" size="16384" />
 			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8590" name="Constant_244065" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
-				<port id="0" precision="FP16">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="7442" name="self.model.layers.31.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 4096" offset="4332687584" size="16777216" />
 			<output>
-				<port id="1" precision="FP32">
-					<dim>1</dim>
-					<dim>1</dim>
+				<port id="0" precision="U8">
 					<dim>4096</dim>
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-			</output>
-		</layer>
-		<layer id="8591" name="self.model.layers.31.self_attn.q_proj.weight_compressed" type="Const" version="opset1">
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-				<port id="0" precision="U4">
 					<dim>4096</dim>
-					<dim>32</dim>
-					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8592" name="Convert_22334" type="Convert" version="opset1">
+		<layer id="7443" name="Convert_313792" type="Convert" version="opset1">
 			<data destination_type="f16" />
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 		</layer>
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-			<data element_type="u4" shape="1" offset="268826697" size="1" />
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 		</layer>
-		<layer id="8594" name="Convert_22336" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
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 		</layer>
-		<layer id="8595" name="self.model.layers.31.self_attn.q_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 					<dim>4096</dim>
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-					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="3647436880" size="262144" />
+		<layer id="7447" name="self.model.layers.31.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 1" offset="4349468896" size="8192" />
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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@@ -131642,11 +110045,8 @@
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 		</layer>
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@@ -131660,7 +110060,7 @@
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 		</layer>
-		<layer id="8601" name="__module.model.layers.31.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -131681,27 +110081,16 @@
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 		</layer>
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+		<layer id="7451" name="Constant_268536" type="Const" version="opset1">
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+		<layer id="7452" name="__module.model.layers.31.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
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 					<dim>-1</dim>
@@ -131721,15 +110110,15 @@
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="7453" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 		</layer>
-		<layer id="8605" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -131750,7 +110139,7 @@
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 		</layer>
-		<layer id="8606" name="__module.model.layers.31.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="7455" name="__module.model.layers.31.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131775,29 +110164,23 @@
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-				<attribute name="precise" version="0" />
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+		<layer id="7456" name="Constant_242713" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="7457" name="Constant_242712" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8609" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_7" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
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@@ -131813,16 +110196,13 @@
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 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7459" name="__module.model.layers.31.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8611" name="__module.model.layers.31.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
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@@ -131835,7 +110215,7 @@
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 		</layer>
-		<layer id="8612" name="__module.model.layers.31.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -131845,7 +110225,7 @@
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 		</layer>
-		<layer id="8613" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="7462" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
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@@ -131853,19 +110233,21 @@
 				<port id="1" precision="I64" names="5701,5702,5706,5707" />
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-			<rt_info>
-				<attribute name="precise" version="0" />
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+		<layer id="7463" name="Constant_267257" type="Const" version="opset1">
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 		</layer>
-		<layer id="8615" name="__module.model.layers.31.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="7464" name="__module.model.layers.31.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
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+				<port id="1" precision="I64">
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 			<output>
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@@ -131873,18 +110255,15 @@
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7465" name="Constant_242711" type="Const" version="opset1">
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 				<port id="0" precision="I32">
 					<dim>1</dim>
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-		<layer id="8617" name="ScatterUpdate_228195" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
 					<dim>4</dim>
@@ -131905,29 +110284,23 @@
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-				<attribute name="precise" version="0" />
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+		<layer id="7467" name="Constant_242717" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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+		<layer id="7468" name="Constant_242720" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -131955,32 +110328,10 @@
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+		<layer id="7470" name="Constant_258710" type="Const" version="opset1">
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 					<dim>1</dim>
 					<dim>1</dim>
@@ -131988,7 +110339,7 @@
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 			</output>
 		</layer>
-		<layer id="8623" name="__module.model.layers.31.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7471" name="__module.model.layers.31.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -132013,29 +110364,23 @@
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+		<layer id="7472" name="Constant_242765" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7473" name="Constant_242770" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="156694472" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
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 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
@@ -132063,7 +110408,7 @@
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 			</output>
 		</layer>
-		<layer id="8627" name="__module.model.layers.31.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -132088,7 +110433,7 @@
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 			</output>
 		</layer>
-		<layer id="8628" name="__module.model.layers.31.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="7476" name="__module.model.layers.31.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -132113,7 +110458,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -132138,7 +110483,7 @@
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 			</output>
 		</layer>
-		<layer id="8630" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="7478" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -132158,43 +110503,21 @@
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 			</output>
 		</layer>
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7479" name="Constant_268337" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
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 				<port id="0" precision="I64">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7480" name="Constant_268338" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="8634" name="__module.model.layers.31.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="7481" name="Gather_268339" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -132203,7 +110526,7 @@
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="2" precision="I64" />
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 			<output>
 				<port id="3" precision="I64" names="5734">
@@ -132211,74 +110534,76 @@
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 			</output>
 		</layer>
-		<layer id="8635" name="__module.model.layers.31.self_attn/aten::size/Constant_9" type="Const" version="opset1">
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-		<layer id="8636" name="__module.model.layers.31.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="7482" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5735" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="8637" name="Constant_169886" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7483" name="Constant_268964" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8638" name="__module.model.layers.31.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7484" name="__module.model.layers.31.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="7485" name="__module.model.layers.31.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
+				<port id="3" precision="I64" names="5735">
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 				</port>
 			</output>
 		</layer>
-		<layer id="8639" name="Constant_213725" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7486" name="Constant_217214" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7487" name="Constant_228112" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="8640" name="Constant_213726" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7488" name="Constant_228113" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8641" name="Gather_213727" type="Gather" version="opset8">
+		<layer id="7489" name="Gather_228114" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -132295,7 +110620,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8642" name="__module.model.layers.31.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="7490" name="__module.model.layers.31.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -132317,19 +110642,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8643" name="__module.model.layers.31.self_attn/aten::expand/Abs" type="Abs" version="opset1">
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-				<port id="0" precision="I64">
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-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8644" name="__module.model.layers.31.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="7491" name="__module.model.layers.31.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -132347,73 +110660,27 @@
 				<port id="2" precision="FP32" names="5745,hidden_states.943">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8645" name="__module.model.layers.31.self_attn/aten::mul/Multiply_4" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="5746,5747" />
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-		</layer>
-		<layer id="8646" name="Constant_169889" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
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-				<attribute name="precise" version="0" />
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-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
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-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="7492" name="Constant_268537" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="8648" name="__module.model.layers.31.self_attn/prim::ListConstruct/Concat_4" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I64" names="5748">
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 			</output>
 		</layer>
-		<layer id="8649" name="__module.model.layers.31.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7493" name="__module.model.layers.31.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
@@ -132430,7 +110697,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8650" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="7494" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -132450,7 +110717,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8651" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="7495" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -132466,27 +110733,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8652" name="Constant_212622" type="Const" version="opset1">
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-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7496" name="Constant_268967" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="156694384" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8653" name="__module.model.layers.31.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7497" name="__module.model.layers.31.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8654" name="__module.model.layers.31.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="7498" name="__module.model.layers.31.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -132498,79 +110759,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5750">
+				<port id="3" precision="I64" names="5751">
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 				</port>
 			</output>
 		</layer>
-		<layer id="8655" name="__module.model.layers.31.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="131176218" size="4" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="8656" name="__module.model.layers.31.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64" />
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="5751" />
-			</output>
-		</layer>
-		<layer id="8657" name="Constant_169891" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7499" name="Constant_217232" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="175650844" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8658" name="__module.model.layers.31.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="8659" name="Constant_213735" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="158775287" size="16" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7500" name="Constant_228122" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="175650852" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8660" name="Constant_213736" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="2" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7501" name="Constant_228123" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8661" name="Gather_213737" type="Gather" version="opset8">
+		<layer id="7502" name="Gather_228124" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -132587,7 +110803,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8662" name="__module.model.layers.31.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="7503" name="__module.model.layers.31.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -132609,19 +110825,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8663" name="__module.model.layers.31.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
-			<input>
-				<port id="0" precision="I64">
-					<dim>5</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>5</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8664" name="__module.model.layers.31.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="7504" name="__module.model.layers.31.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -132639,73 +110843,27 @@
 				<port id="2" precision="FP32" names="5761,hidden_states.947">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>4</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8665" name="__module.model.layers.31.self_attn/aten::mul/Multiply_5" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="I64" names="5762,5763" />
-			</output>
-		</layer>
-		<layer id="8666" name="Constant_169894" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
-			<rt_info>
-				<attribute name="precise" version="0" />
-			</rt_info>
+		<layer id="7505" name="Constant_268538" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="175650868" size="32" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8667" name="__module.model.layers.31.self_attn/prim::ListConstruct/Reshape_0_6" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
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-			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
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-			<data special_zero="false" />
+		<layer id="7506" name="__module.model.layers.31.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
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@@ -132722,7 +110880,7 @@
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+		<layer id="7507" name="__module.model.layers.31.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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@@ -132745,7 +110903,7 @@
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 				<port id="3" precision="FP32">
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@@ -132759,15 +110917,15 @@
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-			<data element_type="i32" shape="4" offset="139835221" size="16" />
+		<layer id="7508" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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+		<layer id="7509" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -132788,24 +110946,16 @@
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-				<port id="1" precision="I64">
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+		<layer id="7510" name="Constant_268539" type="Const" version="opset1">
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-		<layer id="8674" name="__module.model.layers.31.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="7511" name="__module.model.layers.31.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true" />
 			<input>
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@@ -132825,8 +110975,8 @@
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-			<data element_type="u4" shape="4096, 32, 128" offset="3647699024" size="8388608" />
+		<layer id="7512" name="self.model.layers.31.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="4349477088" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
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@@ -132835,7 +110985,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8676" name="Convert_22344" type="Convert" version="opset1">
+		<layer id="7513" name="Convert_313802" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -132852,28 +111002,34 @@
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-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="7514" name="self.model.layers.31.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="4357865696" size="65536" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="8678" name="Convert_22346" type="Convert" version="opset1">
+		<layer id="7515" name="Convert_313804" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="8679" name="self.model.layers.31.self_attn.o_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7516" name="self.model.layers.31.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -132882,6 +111038,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
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@@ -132893,8 +111051,8 @@
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 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="3656087632" size="262144" />
+		<layer id="7517" name="self.model.layers.31.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="4357931232" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -132903,7 +111061,7 @@
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 			</output>
 		</layer>
-		<layer id="8681" name="self.model.layers.31.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7518" name="self.model.layers.31.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -132925,15 +111083,15 @@
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-		<layer id="8682" name="Constant_22351" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="139835181" size="16" />
+		<layer id="7519" name="Constant_313809" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="139917104" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="8683" name="Reshape_22352" type="Reshape" version="opset1">
+		<layer id="7520" name="Reshape_313810" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -132952,11 +111110,8 @@
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 			</output>
 		</layer>
-		<layer id="8684" name="self.model.layers.31.self_attn.o_proj.weight" type="Convert" version="opset1">
+		<layer id="7521" name="self.model.layers.31.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -132970,7 +111125,7 @@
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 			</output>
 		</layer>
-		<layer id="8685" name="__module.model.layers.31.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7522" name="__module.model.layers.31.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -132991,7 +111146,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8686" name="__module.model.layers.31/aten::add/Add" type="Add" version="opset1">
+		<layer id="7523" name="__module.model.layers.31/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133013,97 +111168,37 @@
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 			</output>
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-		<layer id="8687" name="Constant_244061_compressed" type="Const" version="opset1">
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-		<layer id="8688" name="Constant_244061" type="Convert" version="opset1">
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-					<dim>1</dim>
-					<dim>4096</dim>
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-			</input>
+		<layer id="7524" name="Constant_258714" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="4358193376" size="16384" />
 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>4096</dim>
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-		<layer id="8690" name="Constant_244060" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-		<layer id="8691" name="Constant_244058_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
+		<layer id="7525" name="Constant_258713" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
-				<port id="0" precision="FP16">
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 					<dim>1</dim>
 					<dim>1</dim>
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-		<layer id="8692" name="Constant_244058" type="Convert" version="opset1">
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-			<rt_info>
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-			</input>
+		<layer id="7526" name="Constant_258711" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="8693" name="__module.model.layers.31.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="7527" name="__module.model.layers.31.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133125,15 +111220,15 @@
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 		</layer>
-		<layer id="8694" name="Constant_21925" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="131184418" size="8" />
+		<layer id="7528" name="Constant_21925" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
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 				<port id="0" precision="I64" names="5781">
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-		<layer id="8695" name="__module.model.layers.31.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="7529" name="__module.model.layers.31.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133153,37 +111248,17 @@
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 			</output>
 		</layer>
-		<layer id="8696" name="Constant_244059_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184426" size="2" />
+		<layer id="7530" name="Constant_258712" type="Const" version="opset1">
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 			<output>
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-		<layer id="8697" name="Constant_244059" type="Convert" version="opset1">
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-					<dim>1</dim>
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-			<output>
-				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="8698" name="__module.model.layers.31.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="7531" name="__module.model.layers.31.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133205,7 +111280,7 @@
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 		</layer>
-		<layer id="8699" name="__module.model.layers.31.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="7532" name="__module.model.layers.31.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -133221,7 +111296,7 @@
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 			</output>
 		</layer>
-		<layer id="8700" name="__module.model.layers.31.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="7533" name="__module.model.layers.31.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133243,7 +111318,7 @@
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 		</layer>
-		<layer id="8701" name="__module.model.layers.31.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7534" name="__module.model.layers.31.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133265,7 +111340,7 @@
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 		</layer>
-		<layer id="8702" name="__module.model.layers.31.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7535" name="__module.model.layers.31.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133287,126 +111362,94 @@
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+		<layer id="7536" name="self.model.layers.31.mlp.gate_proj.weight" type="Const" version="opset1">
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 			</output>
 		</layer>
-		<layer id="8704" name="Convert_22364" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 			<output>
 				<port id="1" precision="FP16">
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 		</layer>
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-			<data element_type="u4" shape="1" offset="139573036" size="1" />
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 			<output>
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 				</port>
 			</output>
 		</layer>
-		<layer id="8706" name="Convert_22366" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U4">
+				<port id="0" precision="U8">
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="8707" name="self.model.layers.31.mlp.gate_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7540" name="self.model.layers.31.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
 				<port id="2" precision="FP16">
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 		</layer>
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-			<data element_type="f16" shape="14336, 32, 1" offset="3685718096" size="917504" />
+		<layer id="7541" name="self.model.layers.31.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
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 		</layer>
-		<layer id="8709" name="self.model.layers.31.mlp.gate_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7542" name="self.model.layers.31.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 					<dim>1</dim>
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-		<layer id="8710" name="Constant_22371" type="Const" version="opset1">
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-			<input>
-				<port id="0" precision="FP16">
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 			<output>
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@@ -133414,11 +111457,8 @@
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 			</output>
 		</layer>
-		<layer id="8712" name="self.model.layers.31.mlp.gate_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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 			<input>
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@@ -133432,7 +111472,7 @@
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 		</layer>
-		<layer id="8713" name="__module.model.layers.31.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -133453,7 +111493,7 @@
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 		</layer>
-		<layer id="8714" name="__module.model.layers.31.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -133469,8 +111509,8 @@
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 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="3686635600" size="29360128" />
+		<layer id="7546" name="self.model.layers.31.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -133479,7 +111519,7 @@
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 			</output>
 		</layer>
-		<layer id="8716" name="Convert_22354" type="Convert" version="opset1">
+		<layer id="7547" name="Convert_313813" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -133496,28 +111536,34 @@
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 			</output>
 		</layer>
-		<layer id="8717" name="self.model.layers.31.mlp.up_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="139573036" size="1" />
+		<layer id="7548" name="self.model.layers.31.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="4446333152" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8718" name="Convert_22356" type="Convert" version="opset1">
+		<layer id="7549" name="Convert_313815" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8719" name="self.model.layers.31.mlp.up_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7550" name="self.model.layers.31.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -133526,6 +111572,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -133537,8 +111585,8 @@
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 		</layer>
-		<layer id="8720" name="self.model.layers.31.mlp.up_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="3715995728" size="917504" />
+		<layer id="7551" name="self.model.layers.31.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="4446562528" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -133547,7 +111595,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8721" name="self.model.layers.31.mlp.up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7552" name="self.model.layers.31.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -133569,15 +111617,15 @@
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 			</output>
 		</layer>
-		<layer id="8722" name="Constant_22361" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="199874599" size="16" />
+		<layer id="7553" name="Constant_313820" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="227161280" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="8723" name="Reshape_22362" type="Reshape" version="opset1">
+		<layer id="7554" name="Reshape_313821" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -133596,11 +111644,8 @@
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 			</output>
 		</layer>
-		<layer id="8724" name="self.model.layers.31.mlp.up_proj.weight" type="Convert" version="opset1">
+		<layer id="7555" name="self.model.layers.31.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -133614,7 +111659,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8725" name="__module.model.layers.31.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7556" name="__module.model.layers.31.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133635,7 +111680,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8726" name="__module.model.layers.31.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7557" name="__module.model.layers.31.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133657,8 +111702,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8727" name="self.model.layers.31.mlp.down_proj.weight_compressed" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 128" offset="3716913232" size="29360128" />
+		<layer id="7558" name="self.model.layers.31.mlp.down_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -133667,7 +111712,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8728" name="Convert_22374" type="Convert" version="opset1">
+		<layer id="7559" name="Convert_313835" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -133684,28 +111729,34 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8729" name="self.model.layers.31.mlp.down_proj.weight_compressed/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1" offset="271185994" size="1" />
+		<layer id="7560" name="self.model.layers.31.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="4476840160" size="229376" />
 			<output>
 				<port id="0" precision="U4">
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+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8730" name="Convert_22376" type="Convert" version="opset1">
+		<layer id="7561" name="Convert_313837" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8731" name="self.model.layers.31.mlp.down_proj.weight_compressed/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7562" name="self.model.layers.31.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -133714,6 +111765,8 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>112</dim>
 					<dim>1</dim>
 				</port>
 			</input>
@@ -133725,8 +111778,8 @@
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 			</output>
 		</layer>
-		<layer id="8732" name="self.model.layers.31.mlp.down_proj.weight_compressed/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 112, 1" offset="3746273360" size="917504" />
+		<layer id="7563" name="self.model.layers.31.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 112, 1" offset="4477069536" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -133735,7 +111788,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8733" name="self.model.layers.31.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7564" name="self.model.layers.31.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -133757,15 +111810,15 @@
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 			</output>
 		</layer>
-		<layer id="8734" name="Constant_22381" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="260429881" size="16" />
+		<layer id="7565" name="Constant_313842" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="316431568" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="8735" name="Reshape_22382" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -133784,11 +111837,8 @@
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 			</output>
 		</layer>
-		<layer id="8736" name="self.model.layers.31.mlp.down_proj.weight" type="Convert" version="opset1">
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 			<data destination_type="f32" />
-			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -133802,7 +111852,7 @@
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 		</layer>
-		<layer id="8737" name="__module.model.layers.31.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133823,7 +111873,7 @@
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 			</output>
 		</layer>
-		<layer id="8738" name="__module.model.layers.31/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="7569" name="__module.model.layers.31/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -133845,67 +111895,27 @@
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 		</layer>
-		<layer id="8739" name="Constant_244064_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184414" size="2" />
+		<layer id="7570" name="Constant_258717" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
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-					<dim>1</dim>
-					<dim>1</dim>
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-		<layer id="8740" name="Constant_244064" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-			<output>
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-					<dim>1</dim>
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-		<layer id="8741" name="Constant_244062_compressed" type="Const" version="opset1">
-			<data element_type="f16" shape="1, 1, 1" offset="131184416" size="2" />
-			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
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-		<layer id="8742" name="Constant_244062" type="Convert" version="opset1">
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-			<rt_info>
-				<attribute name="decompression" version="0" />
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-			<input>
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-					<dim>1</dim>
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+		<layer id="7571" name="Constant_258715" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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 					<dim>1</dim>
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@@ -133927,15 +111937,15 @@
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+		<layer id="7573" name="Constant_21992" type="Const" version="opset1">
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+		<layer id="7574" name="__module.model.norm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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@@ -133955,37 +111965,17 @@
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+		<layer id="7575" name="Constant_258716" type="Const" version="opset1">
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-		<layer id="8748" name="__module.model.norm/aten::add/Add" type="Add" version="opset1">
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@@ -134007,7 +111997,7 @@
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@@ -134023,7 +112013,7 @@
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@@ -134067,7 +112057,7 @@
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@@ -134089,8 +112079,8 @@
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+		<layer id="7583" name="self.lm_head.weight/zero_point" type="Const" version="opset1">
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@@ -134137,7 +112127,7 @@
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@@ -134156,8 +112146,8 @@
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+		<layer id="7586" name="self.lm_head.weight/scale" type="Const" version="opset1">
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@@ -134184,11 +112174,8 @@
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-		<layer id="8760" name="self.lm_head.weight" type="Convert" version="opset1">
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-		<layer id="8761" name="aten::to/Convert" type="MatMul" version="opset1">
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@@ -134223,7 +112210,7 @@
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 			<data variable_id="past_key_values.0.valuepresent.0.value" />
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@@ -134280,7 +112267,7 @@
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@@ -134299,7 +112286,7 @@
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 			<data variable_id="past_key_values.10.keypresent.10.key" />
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@@ -134318,7 +112305,7 @@
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 			<data variable_id="past_key_values.10.valuepresent.10.value" />
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 			<data variable_id="past_key_values.11.keypresent.11.key" />
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@@ -134356,7 +112343,7 @@
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 			<data variable_id="past_key_values.11.valuepresent.11.value" />
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 			<data variable_id="past_key_values.12.keypresent.12.key" />
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 			<data variable_id="past_key_values.12.valuepresent.12.value" />
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@@ -134413,7 +112400,7 @@
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 			<data variable_id="past_key_values.13.keypresent.13.key" />
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 			<data variable_id="past_key_values.13.valuepresent.13.value" />
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 			<data variable_id="past_key_values.14.keypresent.14.key" />
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 			<data variable_id="past_key_values.14.valuepresent.14.value" />
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@@ -134489,7 +112476,7 @@
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 			<data variable_id="past_key_values.15.keypresent.15.key" />
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 			<data variable_id="past_key_values.15.valuepresent.15.value" />
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 			<data variable_id="past_key_values.16.valuepresent.16.value" />
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@@ -134565,7 +112552,7 @@
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@@ -134584,7 +112571,7 @@
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 			<data variable_id="past_key_values.17.valuepresent.17.value" />
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@@ -134603,7 +112590,7 @@
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@@ -134622,7 +112609,7 @@
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 			<data variable_id="past_key_values.18.valuepresent.18.value" />
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 			<data variable_id="past_key_values.19.valuepresent.19.value" />
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 			<data variable_id="past_key_values.2.keypresent.2.key" />
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 			<data variable_id="past_key_values.2.valuepresent.2.value" />
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 			<data variable_id="past_key_values.20.keypresent.20.key" />
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-		<Runtime_version value="2024.2.0-15229-1b5a6c49e9b" />
+		<Runtime_version value="2024.2.0-15519-5c0f38f83f6-releases/2024/2" />
 		<conversion_parameters>
 			<framework value="pytorch" />
 			<is_python_object value="True" />
@@ -146294,24 +122368,21 @@
 			<weight_compression>
 				<all_layers value="False" />
 				<awq value="False" />
+				<gptq value="False" />
 				<group_size value="128" />
-				<ignored_scope>
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-					<patterns value="[]" />
-					<subgraphs value="[]" />
-					<types value="[]" />
-					<validate value="True" />
-				</ignored_scope>
-				<mode value="int4_sym" />
-				<ratio value="1" />
+				<ignored_scope value="[]" />
+				<mode value="int4_asym" />
+				<ratio value="0.8" />
+				<scale_estimation value="False" />
 				<sensitivity_metric value="weight_quantization_error" />
 			</weight_compression>
 		</nncf>
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-			<optimum_version value="1.19.1" />
-			<pytorch_version value="2.3.0+cpu" />
-			<transformers_version value="4.40.1" />
+			<nncf_version value="2.12.0.dev0+d033c6a8" />
+			<optimum_intel_version value="1.19.0.dev0+480eea1" />
+			<optimum_version value="1.21.2" />
+			<pytorch_version value="2.3.1+cpu" />
+			<transformers_version value="4.41.2" />
 		</optimum>
 	</rt_info>
 </net>