mergekit_config.yml

models:
  - model: tokyotech-llm/Swallow-70b-instruct-hf
    # no parameters necessary for base model
  - model: nitky/Swallow-70b-NVE-RP
    parameters:
      density: 1
      weight:
      - filter: mlp
        value: 0.1
      - filter: self_attn
        value: 0.4
      - value: 0 # fallback for rest of tensors.
merge_method: dare_ties
base_model: tokyotech-llm/Swallow-70b-instruct-hf
dtype: bfloat16
tokenizer_source: union
name: Swallow-70b-RP-base
---
models:
  - model: tokyotech-llm/Swallow-70b-instruct-hf
    # no parameters necessary for base model
  - model: nitky/Swallow-70b-NVE-RP
    parameters:
      density: 1
      weight:
      - filter: mlp
        value: [0.4, 0.1, 0.4, 0.1, 0.4, 0.1, 0.4, 0.1, 0.1]
      - filter: self_attn
        value: [0.4, 0.4, 0.1, 0.4, 0.1, 0.4, 0.1, 0.4, 0.4]
      - value: 0 # fallback for rest of tensors.
merge_method: dare_ties
base_model: tokyotech-llm/Swallow-70b-instruct-hf
dtype: bfloat16
tokenizer_source: union
name: Swallow-70b-RP-flavor
---
slices:
  - sources:
      - model: Swallow-70b-RP-base
        layer_range: [0, 80]
      - model: Swallow-70b-RP-flavor
        layer_range: [0, 80]
merge_method: slerp
base_model: Swallow-70b-RP-base
parameters:
  t: # model stabilization
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5 # fallback for rest of tensors
dtype: bfloat16
name: Swallow-70b-RP