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LlamaIndex Webinar: Retrieval-Augmented Fine-Tuning (RAFT)
April 14, 2024, 12:12 a.m. | LlamaIndex
LlamaIndex www.youtube.com
Retrieval-Augmented Fine-Tuning (RAFT) is a new technique to fine-tune pre-trained LLMs for specific domain RAG settings.
Conventional RAG is like an open-book exam, retrieving documents from an index to provide context for answering queries. This makes it more effective than the closed-book exam setting where LLMs rely solely on their pre-training and fine-tuning to respond to prompts, but doesn't allow the LLM to learn the domain beforehand.
In this webinar we feature Tianjun …
book context documents domain exam fine-tuning index llamaindex llms queries raft rag retrieval retrieval-augmented webinar
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