Tagged: Fine tuning

Articles

• Part 19Fine-tuning & Adaptation

  Fine-Tuning vs RAG vs Prompting: An Eval-First Decision Procedure

  Diagnose whether your gap is knowledge or behavior, then climb from prompting to RAG to fine-tuning only when the cheaper rung plateaus.

• Part 20Fine-tuning & Adaptation

  Fine-Tuning a Small Model with LoRA on 5,000 Examples

  A practical LoRA recipe for an 8B model on 5K examples: data hygiene, hyperparameters, a real GPU memory budget, and eval-driven checkpoint selection.