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distributed-optimized-gpt2-1b-bnb-8bit-smashed

Safetensors
gpt_optimized
pruna-ai
custom_code
8-bit precision
bitsandbytes
Model card Files Community
248
distributed-optimized-gpt2-1b-bnb-8bit-smashed
File size: 9,514 Bytes 
c69157e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "_name_or_path": "/covalent/.cache/models/tmpbjle89b1cw5xh7z9",
  "activation_function": "gelu_new",
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    "118": "NON_PARTICIPATING",
    "119": "NON_PARTICIPATING",
    "12": "NON_PARTICIPATING",
    "120": "NON_PARTICIPATING",
    "121": "NON_PARTICIPATING",
    "122": "NON_PARTICIPATING",
    "123": "NON_PARTICIPATING",
    "124": "NON_PARTICIPATING",
    "125": "NON_PARTICIPATING",
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    "130": "NON_PARTICIPATING",
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    "135": "NON_PARTICIPATING",
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    "191": "NON_PARTICIPATING",
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    "196": "NON_PARTICIPATING",
    "197": "NON_PARTICIPATING",
    "198": "NON_PARTICIPATING",
    "199": "NON_PARTICIPATING",
    "2": "NON_PARTICIPATING",
    "20": "NON_PARTICIPATING",
    "200": "NON_PARTICIPATING",
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    "203": "NON_PARTICIPATING",
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    "205": "NON_PARTICIPATING",
    "206": "NON_PARTICIPATING",
    "207": "NON_PARTICIPATING",
    "208": "NON_PARTICIPATING",
    "209": "SUCCESS",
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    "223": "NON_PARTICIPATING",
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    "225": "NON_PARTICIPATING",
    "226": "NON_PARTICIPATING",
    "227": "NON_PARTICIPATING",
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    "229": "NON_PARTICIPATING",
    "23": "NON_PARTICIPATING",
    "230": "NON_PARTICIPATING",
    "231": "NON_PARTICIPATING",
    "232": "NON_PARTICIPATING",
    "233": "NON_PARTICIPATING",
    "234": "NON_PARTICIPATING",
    "235": "NON_PARTICIPATING",
    "236": "NON_PARTICIPATING",
    "237": "NON_PARTICIPATING",
    "238": "NON_PARTICIPATING",
    "239": "NON_PARTICIPATING",
    "24": "NON_PARTICIPATING",
    "240": "NON_PARTICIPATING",
    "241": "NON_PARTICIPATING",
    "242": "NON_PARTICIPATING",
    "243": "NON_PARTICIPATING",
    "244": "NON_PARTICIPATING",
    "245": "NON_PARTICIPATING",
    "246": "NON_PARTICIPATING",
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    "253": "NON_PARTICIPATING",
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    "255": "NON_PARTICIPATING",
    "26": "NON_PARTICIPATING",
    "27": "SUCCESS",
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    "3": "NON_PARTICIPATING",
    "30": "NON_PARTICIPATING",
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    "32": "NON_PARTICIPATING",
    "33": "NON_PARTICIPATING",
    "34": "NON_PARTICIPATING",
    "35": "NON_PARTICIPATING",
    "36": "NON_PARTICIPATING",
    "37": "NON_PARTICIPATING",
    "38": "NON_PARTICIPATING",
    "39": "NON_PARTICIPATING",
    "4": "NON_PARTICIPATING",
    "40": "NON_PARTICIPATING",
    "41": "NON_PARTICIPATING",
    "42": "NON_PARTICIPATING",
    "43": "NON_PARTICIPATING",
    "44": "NON_PARTICIPATING",
    "45": "NON_PARTICIPATING",
    "46": "NON_PARTICIPATING",
    "47": "NON_PARTICIPATING",
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    "59": "NON_PARTICIPATING",
    "6": "NON_PARTICIPATING",
    "60": "NON_PARTICIPATING",
    "61": "NON_PARTICIPATING",
    "62": "NON_PARTICIPATING",
    "63": "NON_PARTICIPATING",
    "64": "NON_PARTICIPATING",
    "65": "NON_PARTICIPATING",
    "66": "NON_PARTICIPATING",
    "67": "NON_PARTICIPATING",
    "68": "NON_PARTICIPATING",
    "69": "NON_PARTICIPATING",
    "7": "NON_PARTICIPATING",
    "70": "NON_PARTICIPATING",
    "71": "NON_PARTICIPATING",
    "72": "NON_PARTICIPATING",
    "73": "NON_PARTICIPATING",
    "74": "NON_PARTICIPATING",
    "75": "NON_PARTICIPATING",
    "76": "NON_PARTICIPATING",
    "77": "NON_PARTICIPATING",
    "78": "SUCCESS",
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    "81": "NON_PARTICIPATING",
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    "83": "NON_PARTICIPATING",
    "84": "SUCCESS",
    "85": "NON_PARTICIPATING",
    "86": "NON_PARTICIPATING",
    "87": "NON_PARTICIPATING",
    "88": "NON_PARTICIPATING",
    "89": "NON_PARTICIPATING",
    "9": "NON_PARTICIPATING",
    "90": "NON_PARTICIPATING",
    "91": "NON_PARTICIPATING",
    "92": "NON_PARTICIPATING",
    "93": "NON_PARTICIPATING",
    "94": "NON_PARTICIPATING",
    "95": "NON_PARTICIPATING",
    "96": "NON_PARTICIPATING",
    "97": "NON_PARTICIPATING",
    "98": "NON_PARTICIPATING",
    "99": "NON_PARTICIPATING"
  },
  "architectures": [
    "GPTOptim"
  ],
  "attn_pdrop": 0.1,
  "auto_map": {
    "AutoConfig": "configuration_gpt_optimized.GPTOptimConfig",
    "AutoModelForCausalLM": "distributed/optimized-gpt2-500m--modeling_gpt_optimized.GPTOptim"
  },
  "block_size": 1024,
  "bos_token_id": 50256,
  "embd_pdrop": 0.1,
  "eos_token_id": 50256,
  "initializer_range": 0.02,
  "layer_norm_epsilon": 1e-05,
  "model_type": "gpt_optimized",
  "n_embd": 1280,
  "n_head": 32,
  "n_inner": null,
  "n_layer": 48,
  "n_positions": 1024,
  "quantization_config": {
    "_load_in_4bit": false,
    "_load_in_8bit": true,
    "bnb_4bit_compute_dtype": "bfloat16",
    "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": [
      "lm_head"
    ],
    "llm_int8_threshold": 6.0,
    "load_in_4bit": false,
    "load_in_8bit": true,
    "quant_method": "bitsandbytes"
  },
  "reorder_and_upcast_attn": false,
  "resid_pdrop": 0.1,
  "scale_attn_by_inverse_layer_idx": false,
  "scale_attn_weights": true,
  "summary_activation": null,
  "summary_first_dropout": 0.1,
  "summary_proj_to_labels": true,
  "summary_type": "cls_index",
  "summary_use_proj": true,
  "torch_dtype": "float16",
  "transformers_version": "4.46.2",
  "use_cache": true,
  "vocab_size": 50257
}