How to Use FLUX GGUF Files in ComfyUI

🤖 AI Video Summary: This video provides a step-by-step guide on how to use Flux GGUF files within ComfyUI, including installing a custom node, downloading and placing the files, and … Read more

How to Do Soft Inpainting in ComfyUI

Differential diffusion, also known as soft inpainting, allows for much better results when retouching images by looking at the mask on a per-pixel basis as a gradient rather than a simple black-and-white mask.

Realistic System Requirements for Using Diffusion Models

Whether using a high-end GPU or mid-range graphics card, cloud-based providers, or different applications, this article outlines the system requirements and generation times for working with diffusion models, including Stable Diffusion 1.5, XL, and Cascade.

What is Stable Diffusion

Stability AI’s Stable Diffusion model, released in 2022, has spawned various iterations and applications, powering image generation across multiple platforms and online services.

Downloading and Adding Models

Discover how to download and add fine-tuned Stable Diffusion models to your installation, choosing from categories like realism, cartoons, and fantasy to achieve superior results for specific tasks or art styles.

Sampling Methods & Steps

Understanding the different sampling methods and steps in Stable Diffusion generation can help fine-tune your results and create high-quality images, but the best approach depends on your goals and desired balance of speed and quality.

Width & Height

When generating images with Stable Diffusion, the width and height parameters significantly impact the final result, and it’s essential to stick close to the model’s native resolution and aspect ratio for optimal results.