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Falcon-7b-4bit-sentiment

PEFT
RefinedWebModel
custom_code
4-bit precision
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Falcon-7b-4bit-sentiment
File size: 1,454 Bytes 
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{
  "_name_or_path": "tiiuae/falcon-7b",
  "alibi": false,
  "apply_residual_connection_post_layernorm": false,
  "architectures": [
    "RWForCausalLM"
  ],
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "tiiuae/falcon-7b--configuration_RW.RWConfig",
    "AutoModel": "tiiuae/falcon-7b--modelling_RW.RWModel",
    "AutoModelForCausalLM": "tiiuae/falcon-7b--modelling_RW.RWForCausalLM",
    "AutoModelForQuestionAnswering": "tiiuae/falcon-7b--modelling_RW.RWForQuestionAnswering",
    "AutoModelForSequenceClassification": "tiiuae/falcon-7b--modelling_RW.RWForSequenceClassification",
    "AutoModelForTokenClassification": "tiiuae/falcon-7b--modelling_RW.RWForTokenClassification"
  },
  "bias": false,
  "bos_token_id": 11,
  "eos_token_id": 11,
  "hidden_dropout": 0.0,
  "hidden_size": 4544,
  "initializer_range": 0.02,
  "layer_norm_epsilon": 1e-05,
  "model_type": "RefinedWebModel",
  "multi_query": true,
  "n_head": 71,
  "n_layer": 32,
  "parallel_attn": true,
  "quantization_config": {
    "bnb_4bit_compute_dtype": "float16",
    "bnb_4bit_quant_type": "nf4",
    "bnb_4bit_use_double_quant": false,
    "llm_int8_enable_fp32_cpu_offload": false,
    "llm_int8_has_fp16_weight": false,
    "llm_int8_skip_modules": null,
    "llm_int8_threshold": 6.0,
    "load_in_4bit": true,
    "load_in_8bit": false
  },
  "torch_dtype": "bfloat16",
  "transformers_version": "4.32.0.dev0",
  "use_cache": false,
  "vocab_size": 65024
}