mergekit_config.yml

slices:
  - sources:
      - model: m-a-p/neo_7b
        layer_range: [0, 27]  # 28 layers (0-27)
merge_method: slerp
base_model: m-a-p/neo_7b
parameters:
  t:
    - filter: self_attn
      value: [0.5, 0.5, 0.5, 0.75, 0.5, 0.5, 0.5, 0.75, 0.5, 0.5, 0.5, 0.75,
              0.5, 0.5, 0.5, 0.75, 0.5, 0.5, 0.5, 0.75, 0.5, 0.5, 0.5, 0.75,
              0.5, 0.5, 0.5, 0.75]
    - filter: mlp
      value: [0.5, 0.5, 0.5, 0.75, 0.5, 0.5, 0.5, 0.75, 0.5, 0.5, 0.5, 0.75,
              0.5, 0.5, 0.5, 0.75, 0.5, 0.5, 0.5, 0.75, 0.5, 0.5, 0.5, 0.75,
              0.5, 0.5, 0.5, 0.75]
    - value: 0.5  # Default value for other components
dtype: bfloat16
output_path: ./merged_reduced_neo_7b