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Merged Model

  • Base model: N/A
  • Algorithm: wudi_merge
  • Save path: /outs/wudi_cold_start_300
  • Fine-tuned checkpoints: ['MergeBench/Llama-3.2-3B_instruction', 'MergeBench/Llama-3.2-3B_math', 'MergeBench/Llama-3.2-3B_coding']
  • Merge runtime (s): 867.746

Arguments

{
  "out": "/outs/wudi_cold_start_300",
  "scaling": 1.0,
  "dtype": "bfloat16",
  "device_map": "cpu",
  "merge_method": "wudi_merge",
  "exclude": [
    ".*embed.*",
    ".*lm_head.*"
  ],
  "wudi_variant": "wudi_all_linear",
  "wudi_iter": 300,
  "wudi_lr": 1e-05,
  "wudi_weight_decay": 0.0,
  "wudi_device": "cuda",
  "wudi_warm_start": false,
  "wudi_cfs_ridge": 1e-05,
  "wudi_fallback": "task_arithmetic",
  "wudi_fallback_scaling": 1.0,
  "wudi_K": 0.7,
  "wudi_sparsify_variant": "ties_sparsify",
  "wudi_loss_log_csv": null,
  "effective_exclude": [
    ".*embed_tokens\\.weight$",
    ".*lm_head\\.weight$",
    ".*embed.*",
    ".*lm_head.*"
  ]
}
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Safetensors
Model size
3B params
Tensor type
BF16
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