ALoFTRAG self-generates Q&A from unlabeled RAG texts, filters them with the same local LLM, and LoRA fine-tunes to lift citation accuracy by 8.3% and answer accuracy by 3.0% on average across 26 languages.
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ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented Generation
ALoFTRAG self-generates Q&A from unlabeled RAG texts, filters them with the same local LLM, and LoRA fine-tunes to lift citation accuracy by 8.3% and answer accuracy by 3.0% on average across 26 languages.