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zero-leakage

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easonlai / doc2sft

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A 100% offline, zero-data-leakage pipeline that securely transforms enterprise PDFs into ShareGPT datasets using local LLMs via Ollama. Features self-healing JSON, async processing, and LLM-as-a-judge hallucination defense.

machine-learning asynchronous llama dataset-generation slm data-privacy synthetic-data fine-tuning sft pydantic pdf-extraction secure-pipeline sharegpt local-llm ollama qwen enterprise-ai offline-ai llm-as-a-judge zero-leakage
  • Updated Jul 11, 2026
  • Python

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