const_tag: &scale_factor 0.7071067812  # 1/sqrt(2) scaling for stability

attenuate-env: &attenuated_env
  parameters:
    scale:
      - filter: q_proj
        value: *scale_factor
      - filter: k_proj
        value: *scale_factor
      - value: 1.0

slices:
slices:
  - sources:
    - model: SvalTek/L3-ColdBrew-Astrid
      layer_range: [0, 20]

  - sources:
    - model: SvalTek/L3-ColdBrew-Astrid
      layer_range: [12, 20]
      <<: *attenuated_env

  - sources:
    - model: SvalTek/L3-ColdBrew-SpicyReflect
      layer_range: [20, 32]  # Higher reasoning layers
        

merge_method: passthrough
dtype: bfloat16