What Does Fine-Tuning Actually Learn? Testing QLoRA with Deliberately Controlled Data

Fine-tuning is often treated as a way to "embed knowledge" into a model — but what actually happens under the hood can be far more layered than that. This post builds a small, controlled experiment —