Silicon Sonnets

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

February 01, 2024
Silicon Sonnets
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
Show Notes

This paper compares Retrieval-Augmented Generation (RAG) and fine-tuning for incorporating domain-specific data into LLMs, with a case study on agriculture, showing the benefits and tradeoffs of each approach.