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Sparse-Llama-3.1-8B-gsm8k-2of4-quantized.w4a16

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Sparse-Llama-3.1-8B-gsm8k-2of4-quantized.w4a16
File size: 1,994 Bytes 
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{
  "_name_or_path": "/network/eldar/llama31_8b_gsm8k/sparse_transfer/sp2of4_2ep_lr7e-6_bs32_GradClip2_warmup20ba_noKD",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "bos_token_id": 128000,
  "eos_token_id": 128001,
  "head_dim": 128,
  "hidden_act": "silu",
  "hidden_size": 4096,
  "initializer_range": 0.02,
  "intermediate_size": 14336,
  "max_position_embeddings": 131072,
  "mlp_bias": false,
  "model_type": "llama",
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 8,
  "pretraining_tp": 1,
  "quantization_config": {
    "config_groups": {
      "group_0": {
        "input_activations": null,
        "output_activations": null,
        "targets": [
          "Linear"
        ],
        "weights": {
          "actorder": null,
          "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": 1.8917232374233346,
    "ignore": [
      "lm_head"
    ],
    "kv_cache_scheme": null,
    "quant_method": "compressed-tensors",
    "quantization_status": "compressed",
    "sparsity_config": {
      "format": "dense",
      "global_sparsity": 0.45826074895318153,
      "ignore": [
        "lm_head"
      ],
      "registry_requires_subclass": false,
      "sparsity_structure": "2:4",
      "targets": [
        "Linear"
      ]
    }
  },
  "rms_norm_eps": 1e-05,
  "rope_scaling": {
    "factor": 8.0,
    "high_freq_factor": 4.0,
    "low_freq_factor": 1.0,
    "original_max_position_embeddings": 8192,
    "rope_type": "llama3"
  },
  "rope_theta": 500000.0,
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.46.2",
  "use_cache": false,
  "vocab_size": 128256
}