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Add knowledge distillation system with generic LLM API interface#50

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yxjiang wants to merge 1 commit intomainfrom
knowledge-distillation
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Add knowledge distillation system with generic LLM API interface#50
yxjiang wants to merge 1 commit intomainfrom
knowledge-distillation

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@yxjiang yxjiang commented Sep 22, 2025

  • Add generic LLM API interface with abstract base class
  • Implement OpenAI provider with batch inference support
  • Add YAML-based prompt management system
  • Create knowledge distillation orchestrator with error handling
  • Include 3 pre-built task configurations (instruction generation, Q&A, summarization)
  • Add comprehensive documentation and requirements
  • Remove old convert_silk_road_to_alpaca.py script

- Add generic LLM API interface with abstract base class
- Implement OpenAI provider with batch inference support
- Add YAML-based prompt management system
- Create knowledge distillation orchestrator with error handling
- Include 3 pre-built task configurations (instruction generation, Q&A, summarization)
- Add comprehensive documentation and requirements
- Remove old convert_silk_road_to_alpaca.py script
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