models:
  - model: deepseek-ai/deepseek-math-7b-rl
    # No parameters necessary for base model
  - model: deepseek-ai/deepseek-math-7b-instruct
    parameters:
      density: 0.66
      weight: 0.2
  - model: deepseek-ai/deepseek-math-7b-base
    parameters:
      density: 0.57
      weight: 0.2
  - model: deepseek-ai/deepseek-math-7b-rl
    parameters:
      density: 0.54
      weight: 0.1
  - model: deepseek-ai/deepseek-math-7b-rl
    parameters:
      density: 0.61
      weight: 0.1
  - model: deepseek-ai/deepseek-math-7b-rl
    parameters:
      density: 0.65
      weight: 0.1
  - model: deepseek-ai/deepseek-math-7b-rl
    parameters:
      density: 0.55
      weight: 0.1
  - model: deepseek-ai/deepseek-math-7b-rl
    parameters:
      density: 0.55
      weight: 0.1
  - model: deepseek-ai/deepseek-math-7b-rl
    parameters:
      density: 0.55
      weight: 0.1
merge_method: dare_ties
base_model: deepseek-ai/deepseek-math-7b-rl
dtype: bfloat16
experts_per_token: 3