How to train a LoRA adapter

Style and format without retraining the whole model.

1. Curate 200–500 input/output pairs

2. Hold out 10% validation split

3. Train LoRA on frozen base model

4. Eval vs RAG baseline on golden tasks

5. Pin adapter + base version in deploy config

**Try the lesson:** `fine-tuning-lab` in Lane D