Hand-written deep learning (21): Fine-tuning Stable Diffusion with PEFT LoRA

Summary of Diffusion Models column articles: Getting Started and Practical Combat

Foreword : PEFT is proudly produced by Hugging Face and is one of the most commonly used libraries for fine-tuning large models. This blog first introduces the principle of PEFT LoRA fine-tuning Stable Diffusion, then explains the code, and compiles a complete runnable script, which has been open sourced on GitHub.

Table of contents

Introduction to the principle

Parameter analysis

Code analysis