models:
  - model: ./karakuri-lm-70b-chat-v0.1
    # no parameters necessary for base model
  - model: ./tulu-2-dpo-70b # follow user intent
    parameters:
      density: 1
      weight:
      - filter: mlp.down_proj
        value: [0.3, 0.25, 0.25, 0.15, 0.1]
      - filter: mlp.gate_proj
        value: [0.7, 0.25, 0.5, 0.45, 0.4]
      - filter: mlp.up_proj
        value: [0.7, 0.25, 0.5, 0.45, 0.4]
      - filter: self_attn
        value: [0.7, 0.25, 0.5, 0.45, 0.4]
      - value: 0 # fallback for rest of tensors.
merge_method: dare_ties
base_model: ./karakuri-lm-70b-chat-v0.1
dtype: bfloat16
tokenizer_source: union