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Parth
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codephi-2.7b

Text Generation
Transformers
Safetensors
phi
text-generation-inference
Inference Endpoints
8-bit precision
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Parth commited on
Commit
c29f96b
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1 Parent(s): af258e8

Upload PhiForCausalLM

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Files changed (3) hide show
  1. config.json +30 -18
  2. generation_config.json +0 -2
  3. model.safetensors +3 -0
config.json CHANGED
@@ -1,34 +1,46 @@
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  {
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  "_name_or_path": "microsoft/phi-2",
 
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  "architectures": [
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  "PhiForCausalLM"
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  ],
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- "attention_dropout": 0.0,
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  "auto_map": {
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  "AutoConfig": "microsoft/phi-2--configuration_phi.PhiConfig",
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  "AutoModelForCausalLM": "microsoft/phi-2--modeling_phi.PhiForCausalLM"
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  },
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- "bos_token_id": 50256,
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  "embd_pdrop": 0.0,
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- "eos_token_id": 50256,
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- "hidden_act": "gelu_new",
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- "hidden_size": 2560,
 
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  "initializer_range": 0.02,
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- "intermediate_size": 10240,
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- "layer_norm_eps": 1e-05,
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- "max_position_embeddings": 2048,
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- "model_type": "phi",
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- "num_attention_heads": 32,
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- "num_hidden_layers": 32,
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- "num_key_value_heads": 32,
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- "partial_rotary_factor": 0.4,
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- "qk_layernorm": false,
 
 
 
 
 
 
 
 
 
 
 
 
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  "resid_pdrop": 0.1,
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- "rope_scaling": null,
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- "rope_theta": 10000.0,
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  "tie_word_embeddings": false,
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- "torch_dtype": "float16",
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  "transformers_version": "4.37.2",
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- "use_cache": true,
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  "vocab_size": 51200
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  }
 
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  {
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  "_name_or_path": "microsoft/phi-2",
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+ "activation_function": "gelu_new",
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  "architectures": [
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  "PhiForCausalLM"
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  ],
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+ "attn_pdrop": 0.0,
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  "auto_map": {
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  "AutoConfig": "microsoft/phi-2--configuration_phi.PhiConfig",
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  "AutoModelForCausalLM": "microsoft/phi-2--modeling_phi.PhiForCausalLM"
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  },
 
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  "embd_pdrop": 0.0,
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+ "flash_attn": true,
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+ "flash_rotary": true,
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+ "fused_dense": true,
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+ "img_processor": null,
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  "initializer_range": 0.02,
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+ "layer_norm_epsilon": 1e-05,
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+ "model_type": "phi-msft",
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+ "n_embd": 2560,
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+ "n_head": 32,
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+ "n_head_kv": null,
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+ "n_inner": null,
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+ "n_layer": 32,
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+ "n_positions": 2048,
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+ "pretraining_tp": 1,
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+ "quantization_config": {
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+ "bnb_4bit_compute_dtype": "float16",
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+ "bnb_4bit_quant_type": "nf4",
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+ "bnb_4bit_use_double_quant": false,
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+ "llm_int8_enable_fp32_cpu_offload": false,
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+ "llm_int8_has_fp16_weight": false,
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+ "llm_int8_skip_modules": null,
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+ "llm_int8_threshold": 6.0,
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+ "load_in_4bit": true,
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+ "load_in_8bit": false,
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+ "quant_method": "bitsandbytes"
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+ },
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  "resid_pdrop": 0.1,
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+ "rotary_dim": 32,
 
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  "tie_word_embeddings": false,
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+ "torch_dtype": "float32",
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  "transformers_version": "4.37.2",
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+ "use_cache": false,
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  "vocab_size": 51200
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  }
generation_config.json CHANGED
@@ -1,6 +1,4 @@
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  {
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  "_from_model_config": true,
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- "bos_token_id": 50256,
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- "eos_token_id": 50256,
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  "transformers_version": "4.37.2"
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  }
 
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  {
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  "_from_model_config": true,
 
 
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  "transformers_version": "4.37.2"
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  }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:bcaec593f72c793a7540b32bde02fc11058b4267768de94d9a32107b6d784124
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+ size 2468082680