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Their wordsI'm excited about what this means for the open-source community and research, with the gap between closed-source and open-weight models closing and SOTA-level conversational models being more easily accessible.
Our reading
Retrieval-augmented generation is the most practical approach for reducing LLM hallucinations.
Their wordsRetrieval-augmented generation (RAG; Lewis et al., 2020), which conditions on the LLM's generation on retrieved documents is the most practical paradigm IMO.
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