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dlite-v2-355m-bi4tQuantization

Text Generation
Transformers
Safetensors
gpt2
text-generation-inference
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4-bit precision
gptq
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dlite-v2-355m-bi4tQuantization
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{
  "_name_or_path": "aisquared/dlite-v2-355m",
  "activation_function": "gelu_new",
  "architectures": [
    "GPT2LMHeadModel"
  ],
  "attn_pdrop": 0.1,
  "bos_token_id": 50256,
  "custom_pipelines": {
    "text-generation": {
      "impl": "instruct_pipeline.InstructionTextGenerationPipeline",
      "pt": "AutoModelForCausalLM",
      "tf": "TFAutoModelForCausalLM"
    }
  },
  "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": 1024,
  "n_head": 16,
  "n_inner": null,
  "n_layer": 24,
  "n_positions": 1024,
  "n_special": 0,
  "predict_special_tokens": true,
  "quantization_config": {
    "batch_size": 1,
    "bits": 4,
    "block_name_to_quantize": "transformer.h",
    "cache_block_outputs": true,
    "damp_percent": 0.1,
    "dataset": "c4",
    "desc_act": false,
    "exllama_config": {
      "version": 1
    },
    "group_size": 128,
    "max_input_length": null,
    "model_seqlen": 1024,
    "module_name_preceding_first_block": [
      "transformer.wte",
      "transformer.wpe",
      "transformer.drop"
    ],
    "pad_token_id": null,
    "quant_method": "gptq",
    "sym": true,
    "tokenizer": null,
    "true_sequential": true,
    "use_cuda_fp16": true,
    "use_exllama": true
  },
  "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
    }
  },
  "torch_dtype": "float16",
  "transformers_version": "4.35.2",
  "use_cache": false,
  "vocab_size": 50260
}