Self-RAG deep reading
Series · 1 posts
-
Self-RAG: Let the Model Decide When to Retrieve, but Do Not Treat Reflection Tokens as a Production RAG Gate
Intermediate Retrieval, memory, and production RAGA source-grounded reading of Asai et al., ICLR 2024: an LM is trained with reflection tokens (Retrieve / Relevant / Supported / Useful) for on-demand retrieval and self-critique. Self-RAG 7B / 13B reach 54.9 / 55.8 on PopQA; this is a when-to-retrieve method paper, not a production RAG platform and not an agent tool loop.
Understand it in 90 seconds
For speaking invitations, internal engineering sessions, or architecture exchange, see the topics and public work I can bring into the conversation.
Speaking & contact