config.json

{
  "_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": [
    0.06519558280706406,
    0.08726178109645844,
    0.10732196271419525,
    0.13340020179748535,
    0.16349045932292938,
    0.18956869840621948,
    0.20561684668064117,
    0.22367100417613983,
    0.23370109498500824,
    0.23971915245056152,
    0.24373118579387665,
    0.24774321913719177,
    0.25376129150390625,
    0.2577733099460602,
    0.26379138231277466,
    0.26980942487716675,
    0.27382147312164307,
    0.27582746744155884,
    0.27582746744155884,
    0.27582746744155884,
    0.27582746744155884,
    0.27582746744155884,
    0.27582746744155884,
    0.27582746744155884,
    0.27582746744155884,
    0.27582746744155884,
    0.27582746744155884,
    0.27582746744155884,
    0.27582746744155884,
    0.277833491563797,
    0.31594783067703247,
    0.4704112410545349
  ],
  "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
}