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Mistral_Sparse_refined_web_70p_2024-02-27

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sparse_mistral
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Mistral_Sparse_refined_web_70p_2024-02-27
File size: 1,752 Bytes 
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{
  "_name_or_path": "mistralai/Mistral-7B-v0.1",
  "architectures": [
    "SparseMistralforCausalLM"
  ],
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "sparsification_sftt.SparseMistralConfig",
    "AutoModelForCausalLM": "sparsification_sftt.SparseMistralforCausalLM"
  },
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 4096,
  "initializer_range": 0.02,
  "intermediate_size": 14336,
  "max_position_embeddings": 32768,
  "model_type": "sparse_mistral",
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 8,
  "rms_norm_eps": 1e-05,
  "rope_theta": 10000.0,
  "sliding_window": 4096,
  "thresholds": [
    0.027081236243247986,
    0.037111327052116394,
    0.07923770695924759,
    0.07923770695924759,
    0.09327983111143112,
    0.10732196271419525,
    0.11133399605751038,
    0.11735205352306366,
    0.12136408686637878,
    0.12136408686637878,
    0.13340020179748535,
    0.13540621101856232,
    0.14543630182743073,
    0.14744232594966888,
    0.15546639263629913,
    0.1735205501317978,
    0.19558675587177277,
    0.21765294671058655,
    0.22968906164169312,
    0.24373118579387665,
    0.24774321913719177,
    0.2577733099460602,
    0.2577733099460602,
    0.26379138231277466,
    0.26379138231277466,
    0.26379138231277466,
    0.26379138231277466,
    0.26579737663269043,
    0.26579737663269043,
    0.26980942487716675,
    0.2838515639305115,
    0.5145436525344849
  ],
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.36.2",
  "use_cache": false,
  "use_relu": false,
  "use_sparse_model": true,
  "use_sparse_predictor": false,
  "use_sparse_regularization": false,
  "vocab_size": 32000
}