Fine-tuning

LoRA and Efficient Fine-Tuning (PEFT): Adapting a Model Without Training the Whole Thing

An intuitive guide to LoRA and PEFT: adapting a model without training all of it, using small low-rank adapters, the memory/cost advantage, and practical usage tips.