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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,22 +1,50 @@
 ---
 base_model:
-- mistralai/Mistral-Nemo-Instruct-2407
+- anthracite-org/magnum-v4-12b
 - NeverSleep/Lumimaid-v0.2-12B
 - Undi95/LocalC-12B-e2.0
-- anthracite-org/magnum-v4-12b
+- mistralai/Mistral-Nemo-Instruct-2407
 library_name: transformers
 tags:
 - mergekit
 - merge
 
 ---
+# out
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [DELLA](https://arxiv.org/abs/2406.11617) merge method using [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407) as a base.
+
+### Models Merged
 
-Merge of Lumimaid and Magnum as requested by some. <b>UPDATE : Magnum v4 used in this merge as asked [here](https://huggingface.co/Undi95/Lumimaid-Magnum-12B/discussions/4)</b>
+The following models were included in the merge:
+* [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b)
+* [NeverSleep/Lumimaid-v0.2-12B](https://huggingface.co/NeverSleep/Lumimaid-v0.2-12B)
+* [Undi95/LocalC-12B-e2.0](https://huggingface.co/Undi95/LocalC-12B-e2.0)
 
-I used the DELLA merge method in mergekit and added a finetune of Nemo only on Claude input, trained on 16k ctx, in the mix.
+### Configuration
 
-# Prompt template: Mistral
+The following YAML configuration was used to produce this model:
 
+```yaml
+base_model: mistralai/Mistral-Nemo-Instruct-2407
+merge_method: della
+dtype: bfloat16
+models:
+  - model: anthracite-org/magnum-v4-12b
+    parameters:
+      weight: 1.0
+  - model: Undi95/LocalC-12B-e2.0
+    parameters:
+      weight: 1.0
+  - model: NeverSleep/Lumimaid-v0.2-12B
+    parameters:
+      weight: 1.0
+  - model: mistralai/Mistral-Nemo-Instruct-2407
+    parameters:
+      weight: 1.0
 ```
-<s>[INST] {input} [/INST] {output}</s>
-```

config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "mistralai/Mistral-Nemo-Instruct-2407",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 131072,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.47.1",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

@@ -0,0 +1,16 @@
+base_model: mistralai/Mistral-Nemo-Instruct-2407
+merge_method: della
+dtype: bfloat16
+models:
+  - model: anthracite-org/magnum-v4-12b
+    parameters:
+      weight: 1.0
+  - model: Undi95/LocalC-12B-e2.0
+    parameters:
+      weight: 1.0
+  - model: NeverSleep/Lumimaid-v0.2-12B
+    parameters:
+      weight: 1.0
+  - model: mistralai/Mistral-Nemo-Instruct-2407
+    parameters:
+      weight: 1.0

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