Sampling in Stable Diffusion

When using AUTOMATIC1111, you would see many sampling options: K-LMs, DDIM, Euler, etc. Which one should you use? What is a Sampler? How does it work? Today we are going through an overview of Samplers, and how to use it to improve your output images.

The CFG Scale in Stable Diffusion

Last time we went through the basics of Stable Diffusion, we can expand to explain a bunch of concepts. Today, we will continue with one of the pillars: The Classifier-Free Guidance (CFG), which controls how closely a prompt should be followed during the sampling process in Stable Diffusion.

How to train LoRA model?

In this article, we mainly make an in-depth analysis and summary of all aspects of the LoRA model in all dimensions, including basic principles of the LoRA model, LoRA model training tutorial from 0 to 1.