base_model: ehristoforu/Qwen2-1.5b-it-chat
architecture: qwen
gate_mode: hidden
dtype: bfloat16
experts:
  - source_model: ehristoforu/Qwen2-1.5b-it-chat
    positive_prompts: ["chat", "assistant", "chat history", "chat context", "writing", "text writing", "editing", "text editing", "multilingual"]
  - source_model: ehristoforu/Qwen2-1.5b-it-bioinstruct
    positive_prompts: ["bio", "science", "biology", "natural sciences", "scientist"]
  - source_model: ehristoforu/Qwen2-1.5b-it-codealpaca
    positive_prompts: ["code", "coding", "coder", "programming", "programmer", "code analysis", "code review", "code fix", "code improvement"]
  - source_model: ehristoforu/Qwen2-1.5b-it-math
    positive_prompts: ["math", "mathematician", "problem solving", "calculating", "logics"]
shared_experts:
  - source_model: ehristoforu/Qwen2-1.5b-it-chat
    positive_prompts: # required by Qwen MoE for "hidden" gate mode, otherwise not allowed
      - "chat assistant"
    # (optional, but recommended:)
    residual_scale: 0.1 # downweight output from shared expert to prevent overcooking the model