Fine-tuning
In one sentence
Continuing to train an existing model on a smaller, specific dataset to specialise its behaviour.
In more depth
Unlike prompting, fine-tuning genuinely changes the model's weights. It is a deliberate offline process requiring a curated dataset, and it is usually reached for only after prompting and retrieval have been shown to be insufficient.