Answer
When working with Fine-Tuning LLMs, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.
Real-world example A company fine tunes a general LLM on its own customer support conversations so it can answer product specific questions more accurately.