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Llama-3.2-1B-W4A16-Transforms

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Llama-3.2-1B-W4A16-Transforms
File size: 4,532 Bytes
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{
  "_name_or_path": "meta-llama/Llama-3.2-1B",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "bos_token_id": 128000,
  "eos_token_id": 128001,
  "head_dim": 64,
  "hidden_act": "silu",
  "hidden_size": 2048,
  "initializer_range": 0.02,
  "intermediate_size": 8192,
  "max_position_embeddings": 131072,
  "mlp_bias": false,
  "model_type": "llama",
  "num_attention_heads": 32,
  "num_hidden_layers": 16,
  "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": "pack-quantized",
    "global_compression_ratio": 2.049489732929017,
    "ignore": [
      "lm_head"
    ],
    "kv_cache_scheme": null,
    "quant_method": "compressed-tensors",
    "quantization_status": "compressed",
    "transforms_config": {
      "transform_groups": {
        "u_transform_gate_up_proj": {
          "global_transform": false,
          "groups": [
            {
              "call_args": {},
              "ignore": [],
              "module_targets": [
                "weight"
              ],
              "targets": [
                "re:.*.mlp.gate_proj$",
                "re:.*.mlp.up_proj$"
              ]
            }
          ],
          "transform_creation_args": {
            "size": 8192
          },
          "transform_type": "random-hadamard"
        },
        "u_transform_k_v_proj": {
          "global_transform": false,
          "groups": [
            {
              "call_args": {},
              "ignore": [],
              "module_targets": [
                "weight"
              ],
              "targets": [
                "re:.*.attn.k_proj$",
                "re:.*.attn.v_proj$"
              ]
            }
          ],
          "transform_creation_args": {
            "size": 512
          },
          "transform_type": "random-hadamard"
        },
        "u_transform_q_o_down_proj": {
          "global_transform": false,
          "groups": [
            {
              "call_args": {},
              "ignore": [],
              "module_targets": [
                "weight"
              ],
              "targets": [
                "re:.*.attn.q_proj$",
                "re:.*.attn.o_proj$",
                "re:.*.mlp.down_proj$"
              ]
            }
          ],
          "transform_creation_args": {
            "size": 2048
          },
          "transform_type": "random-hadamard"
        },
        "v_transform_down_proj": {
          "global_transform": false,
          "groups": [
            {
              "call_args": {
                "first": false,
                "transpose": true
              },
              "ignore": [],
              "module_targets": [
                "weight"
              ],
              "targets": [
                "re:.*.mlp.down_proj$"
              ]
            }
          ],
          "transform_creation_args": {
            "size": 8192
          },
          "transform_type": "random-hadamard"
        },
        "v_transform_linear": {
          "global_transform": false,
          "groups": [
            {
              "call_args": {
                "first": false,
                "transpose": true
              },
              "ignore": [
                "re:.*.mlp.down_proj$",
                "lm_head"
              ],
              "module_targets": [
                "weight"
              ],
              "targets": [
                "Linear"
              ]
            }
          ],
          "transform_creation_args": {
            "size": 2048
          },
          "transform_type": "random-hadamard"
        }
      }
    }
  },
  "rms_norm_eps": 1e-05,
  "rope_scaling": {
    "factor": 32.0,
    "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": true,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.49.0",
  "use_cache": true,
  "vocab_size": 128256
}