config.json

{
  "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": 64,
  "initializer_range": 0.02,
  "intermediate_size": 64,
  "max_position_embeddings": 131072,
  "model_type": "sparse_mistral",
  "num_attention_heads": 32,
  "num_hidden_layers": 4,
  "num_key_value_heads": 8,
  "rms_norm_eps": 1e-06,
  "rope_theta": 10000.0,
  "sliding_window": 4096,
  "thresholds": [
    0.0,
    0.0,
    0.0,
    0.0
  ],
  "tie_word_embeddings": false,
  "torch_dtype": "float32",
  "transformers_version": "4.37.2",
  "us_sparse_regularization": true,
  "use_cache": true,
  "use_graceful_regularization": true,
  "use_relu": false,
  "use_sparse_model": true,
  "use_sparse_predictor": false,
  "use_sparse_regularization": false,
  "vocab_size": 32000
}