April 14, 2024, 12:12 a.m. | LlamaIndex

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RAFT - Retrieval Augmented Fine Tuning 🔥

​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

Data Architect

@ University of Texas at Austin | Austin, TX

Data ETL Engineer

@ University of Texas at Austin | Austin, TX

Lead GNSS Data Scientist

@ Lurra Systems | Melbourne

Senior Machine Learning Engineer (MLOps)

@ Promaton | Remote, Europe

Business Data Scientist, gTech Ads

@ Google | Mexico City, CDMX, Mexico

Lead, Data Analytics Operations

@ Zocdoc | Pune, Maharashtra, India