Life with AI

#78- RAFT: Why just to use RAG if you can also fine tune?


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Hello, in this episode I talk a Retrieval Aware Fine Tuning (RAFT), a paper that proposes a new technique to use both domain specific fine-tuning and RAG to improve the retrieval capabilities of LLMs.


In the episode I also talk about another paper that is called RAFT, but this time Reward rAnking Fine Tuning, which proposes a new technique to perform RLHF without the convergence problems of Reinforcement Learning.


Retrieval Aware Fine Tuning: https://arxiv.org/abs/2403.10131v1

Reward rAnking Fine Tuning: https://arxiv.org/pdf/2304.06767.pdf

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Life with AIBy Filipe Lauar

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