slices:
  - sources:
      - model: unsloth/gemma-2-9b-it
        layer_range: [0, 24]
  - sources: # add middle layers with residuals scaled to zero
      - model: unsloth/gemma-2-9b-it
        layer_range: [8, 24]
        parameters:
          scale:
            - filter: o_proj
              value: 0.0
            - filter: down_proj
              value: 0.0
            - value: 1.0
  - sources: # add middle layers with residuals scaled to zero
      - model: unsloth/gemma-2-9b-it
        layer_range: [8, 28]
        parameters:
          scale:
            - filter: o_proj
              value: 0.0
            - filter: down_proj
              value: 0.0
            - value: 1.0
  - sources:
      - model: unsloth/gemma-2-9b-it
        layer_range: [24, 28]
merge_method: passthrough
dtype: bfloat16