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OpenMath2-Llama3.1-70B-nemo

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  1. .gitattributes +0 -0
  2. nemo_model/model_config.yaml +119 -0
  3. nemo_model/model_weights/common.pt +3 -0
  4. nemo_model/model_weights/metadata.json +1 -0
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+ mcore_gpt: true
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+ micro_batch_size: 1
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+ apply_query_key_layer_scaling: true
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+ normalization: rmsnorm
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+ layernorm_epsilon: 1.0e-05
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+ do_layer_norm_weight_decay: false
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+ make_vocab_size_divisible_by: 128
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+ pre_process: true
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+ post_process: true
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+ activation: fast-swiglu
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+ transformer_block_type: pre_ln
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+ normalize_attention_scores: true
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+ position_embedding_type: rope
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+ rotary_percentage: 1.0
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+ num_query_groups: 8
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+ scale_positional_embedding: true
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+ tokenizer:
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+ library: huggingface
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+ type: meta-llama/Meta-Llama-3.1-70B
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+ use_fast: true
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+ native_amp_init_scale: 4294967296
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+ native_amp_growth_interval: 1000
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+ hysteresis: 2
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+ fp32_residual_connection: false
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+ fp16_lm_cross_entropy: false
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+ megatron_amp_O2: false
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+ grad_allreduce_chunk_size_mb: 125
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+ grad_div_ar_fusion: true
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+ gradient_accumulation_fusion: false
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+ bias_activation_fusion: false
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+ bias_dropout_add_fusion: false
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+ masked_softmax_fusion: true
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+ get_attention_mask_from_fusion: true
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+ apply_rope_fusion: false
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+ seed: 1234
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+ resume_from_checkpoint: null
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+ use_cpu_initialization: false
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+ onnx_safe: false
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+ apex_transformer_log_level: 30
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+ fp8_amax_history_len: 1024
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+ fp8_amax_compute_algo: max
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+ reduce_amax: true
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+ data:
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+ index_mapping_dir: null
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+ data_impl: mmap
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+ rotary_base: 500000.0
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+ precision: bf16
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+ target: nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel
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