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Is fine-tuning dead? RAG vs fine-tuning debate
I've been seeing a lot of discussion about whether RAG has made fine-tuning obsolete for most use cases. In my experience building production LLM applications, I've found that RAG works great for knowledge-intensive tasks, but fine-tuning is still essential for style, format, and reasoning improvements. What's your take?
34 replies
Mar 28, 2026
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