RAG vs. Fine-Tuning: Which Is Best for Your LLM? | Runpod BlogBy Runpod Blog. / February 18, 2026 Retrieval-Augmented Generation (RAG) and fine-tuning are powerful ways to adapt large language models. Learn the key differences, trade-offs, and when to use each.