A technical guide comparing LoRA, QLoRA, rsLoRA, AdaLoRA, DoRA, IA³, prompt tuning, and adapter deployment workflows. DEHA Research · July 16, 2026 · 18 min read PEFT, or Parameter-Efficient Fine-Tuning, is a family of methods that adapts a large pretrained model to new tasks by training only a ...
Source: [Dev.to](https://dev.to/bahadir_kusat_7df590dc9cd/what-is-peft-a-guide-to-parameter-efficient-fine-tuning-273b)