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quantized_gpt2

Text Generation
Transformers
PyTorch
gpt2
text-generation-inference
torchao
Model card Files
xet
Community
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quantized_gpt2
File size: 1,762 Bytes 
296579c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "activation_function": "gelu_new",
  "architectures": [
    "GPT2LMHeadModel"
  ],
  "attn_pdrop": 0.1,
  "bos_token_id": 50256,
  "dtype": "float32",
  "embd_pdrop": 0.1,
  "eos_token_id": 50256,
  "initializer_range": 0.02,
  "layer_norm_epsilon": 1e-05,
  "model_type": "gpt2",
  "n_ctx": 1024,
  "n_embd": 768,
  "n_head": 12,
  "n_inner": null,
  "n_layer": 12,
  "n_positions": 1024,
  "quantization_config": {
    "include_input_output_embeddings": false,
    "modules_to_not_convert": null,
    "quant_method": "torchao",
    "quant_type": {
      "default": {
        "_data": {
          "group_size": 128,
          "layout": {
            "_data": {
              "inner_k_tiles": 8
            },
            "_type": "TensorCoreTiledLayout",
            "_version": 1
          },
          "packing_format": {
            "_data": "PLAIN",
            "_type": "PackingFormat"
          },
          "preserve_zero": null,
          "set_inductor_config": true,
          "use_hqq": false,
          "zero_point_domain": {
            "_data": "NONE",
            "_type": "ZeroPointDomain"
          }
        },
        "_type": "Int4WeightOnlyConfig",
        "_version": 1
      }
    },
    "quant_type_kwargs": {},
    "untie_embedding_weights": false
  },
  "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,
  "task_specific_params": {
    "text-generation": {
      "do_sample": true,
      "max_length": 50
    }
  },
  "transformers_version": "4.56.1",
  "use_cache": true,
  "vocab_size": 50257
}