Stable Diffusion XL. Generating Images with Neural Networks on Your Computer

The book is dedicated to generating images on a home computer using the Stable Diffusion XL neural network. It provides a detailed description of the Stable Diffusion XL architecture, step-by-step instructions on how to install and configure the neural network software on a home computer, guidance on selecting suitable models, refiners, LoRA, and styles for the user's tasks. Detailed instructions are provided for improving the quality of generated images using reForge, effectively crafting prompts, and revealing additional features of the WebUI reForge. The principles of working with mechanisms for enhancing generative images, such as samplers and schedulers, are described. The nuances of working with open models FLUX.1 and SwarmUI are demonstrated. Detailed instructions for generating images in various styles, including anime and photorealistic portraits, are provided, along with descriptions of the hidden capabilities of Stable Diffusion XL.