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llama7b-one-shot-2_4-w4a16-marlin24-t-alt

Text Generation
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Safetensors
llama
text-generation-inference
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compressed-tensors
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llama7b-one-shot-2_4-w4a16-marlin24-t-alt
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{
  "_name_or_path": "/network/sadkins/llama7b_sparse_24_w4a16_group128",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 4096,
  "initializer_range": 0.02,
  "intermediate_size": 11008,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 32,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "rope_theta": 10000.0,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.40.0",
  "use_cache": true,
  "vocab_size": 32000,
  "quantization_config": {
    "config_groups": {
      "group_0": {
        "input_activations": null,
        "output_activations": null,
        "targets": [
          "Linear"
        ],
        "weights": {
          "block_structure": null,
          "dynamic": false,
          "group_size": 128,
          "num_bits": 4,
          "observer": "minmax",
          "observer_kwargs": {},
          "strategy": "group",
          "symmetric": true,
          "type": "int"
        }
      }
    },
    "format": "marlin-24",
    "global_compression_ratio": 1.896287597650382,
    "ignore": [
      "lm_head"
    ],
    "quant_method": "compressed-tensors",
    "quantization_status": "frozen",
    "sparsity_config": {
      "format": "dense",
      "global_sparsity": 50.79734011764465,
      "registry_requires_subclass": false,
      "sparsity_structure": "unstructured"
    }
  }
}