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Phi-3-small-8k-instruct-4bit

Text Generation
Transformers
Safetensors
phi3small
conversational
custom_code
4-bit precision
bitsandbytes
Model card Files Community
Phi-3-small-8k-instruct-4bit
File size: 3,350 Bytes 
2d6eec9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "microsoft/Phi-3-small-8k-instruct",
  "architectures": [
    "Phi3SmallForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout_prob": 0.0,
  "auto_map": {
    "AutoConfig": "microsoft/Phi-3-small-8k-instruct--configuration_phi3_small.Phi3SmallConfig",
    "AutoModelForCausalLM": "microsoft/Phi-3-small-8k-instruct--modeling_phi3_small.Phi3SmallForCausalLM",
    "AutoModelForSequenceClassification": "microsoft/Phi-3-small-8k-instruct--modeling_phi3_small.Phi3SmallForSequenceClassification",
    "AutoTokenizer": "microsoft/Phi-3-small-8k-instruct--tokenization_phi3_small.Phi3SmallTokenizer"
  },
  "blocksparse_block_size": 64,
  "blocksparse_homo_head_pattern": false,
  "blocksparse_num_local_blocks": 16,
  "blocksparse_triton_kernel_block_size": 64,
  "blocksparse_vert_stride": 8,
  "bos_token_id": 100257,
  "dense_attention_every_n_layers": 2,
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  ],
  "embedding_dropout_prob": 0.1,
  "eos_token_id": 100257,
  "ff_dim_multiplier": null,
  "ff_intermediate_size": 14336,
  "ffn_dropout_prob": 0.1,
  "gegelu_limit": 20.0,
  "gegelu_pad_to_256": true,
  "hidden_act": "gegelu",
  "hidden_size": 4096,
  "initializer_range": 0.02,
  "layer_norm_epsilon": 1e-05,
  "max_position_embeddings": 8192,
  "model_type": "phi3small",
  "mup_attn_multiplier": 1.0,
  "mup_embedding_multiplier": 10.0,
  "mup_use_scaling": true,
  "mup_width_multiplier": 8.0,
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 8,
  "pad_sequence_to_multiple_of_64": true,
  "quantization_config": {
    "_load_in_4bit": true,
    "_load_in_8bit": false,
    "bnb_4bit_compute_dtype": "float32",
    "bnb_4bit_quant_storage": "uint8",
    "bnb_4bit_quant_type": "fp4",
    "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,
    "quant_method": "bitsandbytes"
  },
  "reorder_and_upcast_attn": false,
  "rope_embedding_base": 1000000,
  "rope_position_scale": 1.0,
  "rope_scaling": null,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.41.2",
  "use_cache": true,
  "vocab_size": 100352
}