🎯 Helping You Get the Most Out of Diffusion Models

Extending ComfyUI with Python

| Category:

ComfyUI

| Tags:

fundamentals

🤖 AI Video Summary: ComfyUI and Python integration enables automated, customizable image generation workflows. This combination allows for efficient processing of multiple images and remote triggering of ComfyUI processes, expanding … Read more

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How to Use FLUX GGUF Files in ComfyUI

| Category:

ComfyUI

| Tags:

fundamentals

🤖 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

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How to Do Soft Inpainting in ComfyUI

| Category:

ComfyUI

| Tags:

inpainting

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.

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Quickly Change Styles, Clothes, and More with Precision in ComfyUI

| Category:

ComfyUI

| Tags:

ipadapter, segmentation

Learn how to use IPAdapter and a segmentation model to apply a style to a specific area of an image.

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Realistic System Requirements for Using Diffusion Models

| Category:

Stable Diffusion

| Tags:

system

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.

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Different Applications for Generating Images with a Stable Diffusion Model

| Category:

Stable Diffusion

| Tags:

system

Explore the various applications for generating images with a stable diffusion model, including Automatic1111 WebUI, Fooocus, WebUI Forge, and ComfyUI, each with their own unique use cases and capabilities.

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What is Stable Diffusion

| Category:

Stable Diffusion

| Tags:

fundamentals

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

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Installing Open Source Applications for Stable Diffusion

| Category:

Stable Diffusion

| Tags:

system

Learn how to install Automatic1111 WebUI on Windows and Mac with step-by-step guides, including installing required dependencies like Python, Git, and Homebrew, and cloning the repository from Github.

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Downloading and Adding Models

| Category:

Stable Diffusion

| Tags:

system

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.

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Sampling Methods & Steps

| Category:

Stable Diffusion

| Tags:

fundamentals

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.

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