Fine-Tuning Guide

Core Philosophy

Fine-tuning is the last resort, not the first. Most tasks can be solved with better prompting, few-shot examples, or RAG. Fine-tune only when you've exhausted other options.

"If you can write instructions for a human to do the task, you probably don't need fine-tuning."

Decision Framework

When NOT to Fine-Tune