#PEFT

Fine-Tuning Large Models Without Changing Weights: PEFT, Adapters, and Prefix Tuning Explained

Explaining the three main PEFT routes: LoRA, adapters, and prefix tuning. How to fine-tune large models without updating original weights, the pros and cons of each method, selection advice, and tuning and deployment considerations in practice.