jargon

Applied AI·Fine-tuning and customisation

you update every parameter, need serious GPU memory to do it, and end up with a full-size copy of the model per variant.

Full fine-tuning

Draft summary, pending review

Updating every parameter of the model. Maximum effect, maximum cost: for large models it needs serious GPU memory and produces a full-size copy per variant. Rare outside labs and large teams.

Commonly confused with