mergekit_config.yml

base_model: Qwen/Qwen2.5-7B
dtype: bfloat16
merge_method: breadcrumbs
parameters:
  lambda: 0.9075603207928135
  normalize: 1.0
slices:
- sources:
  - layer_range: [0, 28]
    model: Qwen/Qwen2.5-7B
  - layer_range: [0, 28]
    model: Qwen/Qwen2.5-Math-7B
    parameters:
      density: 0.11722197443445775
      gamma: 0.07547691839721048
      weight: 0.17267293536872041
  - layer_range: [0, 28]
    model: Qwen/Qwen2.5-Coder-7B
    parameters:
      density: 0.48352747334554935
      gamma: 0.0753405327865558
      weight: 0.11164770709858211
  - layer_range: [0, 28]
    model: Qwen/Qwen2.5-7B-Instruct
    parameters:
      density: 0.8190520808683315
      gamma: 0.022307694128235696
      weight: 0.7626295102691242