Adapter
Also written: adapters, LoRA adapter
The small set of trained LoRA matrices, saved as a separate file. It loads on top of the unchanged base model, can be swapped for another task, or can be merged into the weights.
Where the book teaches it
Related terms
LoRA (low-rank adaptation)Merging (an adapter)PEFT (parameter-efficient fine-tuning)