mergekit_config.yml

base_model:
  model:
    path: senseable/WestLake-7B-v2
dtype: bfloat16
merge_method: task_swapping
slices:
- sources:
  - layer_range: [0, 32]
    model:
      model:
        path: berkeley-nest/Starling-LM-7B-alpha
    parameters:
      diagonal_offset: 2.0
      weight: 0.72
  - layer_range: [0, 32]
    model:
      model:
        path: openchat/openchat-3.5-0106
    parameters:
      diagonal_offset: 4.0
      random_mask: 0.166
      random_mask_seed: 19519.0
      weight: 0.4
  - layer_range: [0, 32]
    model:
      model:
        path: NousResearch/Nous-Hermes-2-Mistral-7B-DPO
    parameters:
      diagonal_offset: 4.0
      random_mask: 0.125
      random_mask_seed: 990090.0
      weight: 0.666
  - layer_range: [0, 32]
    model:
      model:
        path: senseable/WestLake-7B-v2