Fine-Tuning Stable Diffusion with LoRA

Stable Diffusion can generate an image based on your input. There are many models that are similar in architecture and pipeline, but their output can be quite different. There are many ways to adjust their behavior, such as when you give a prompt, the output will be in a certain style by default. LoRA is one technique that does not require you to recreate a large model. In this post, you will see how you can create a LoRA on your own.

After finishing this post, you will learn

  • How to prepare and train a LoRA model
  • How to use the trained LoRA in Python

Let’s get started.