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Why You (Probably) Don't Need to Fine-tune an LLM - Tidepool by Aquarium

In this post, we’ll talk about why fine-tuning is probably not necessary for your app, and why applying two of the most common techniques to the base GPT models — few-shot prompting and retrieval-augmented generation (RAG) — are sufficient for most use cases.