Align Your Steps (AYS) is a change in the sampling process proposed by the Nvidia team to solve the reverse diffusion equation more accurately. The paper claims that using it can generate high-quality images in as few as 10 steps with this simple change. See a comparison from the research article below. In this article,…
Blog
Stable Diffusion 3: A comparison with SDXL and Stable Cascade
Stable Diffusion 3 is the latest and largest image Stable Diffusion model. It promises to outperform previous models like Stable Cascade and Stable Diffusion XL in text generation and prompt following. In this post, I will compare the Stable Diffusion 3 model with the Stable Cascade and XL model from a user’s perspective. The following…
How to create a half-color image
This workflow generates a half-color half-black-and-white image in Stable Diffusion in AUTOMATIC1111. The prompt on each side can be independently controlled. This split-color technique is ideal for contrasting the left and right-hand sides of the image to create a strong visual effect. In this workflow tutorial, you will find a detailed step-by-step guide to creating…
A surreal path
This easy workflow generates surreal art like the following with Stable Diffusion in AUTOMATIC1111.
How to generate match art
This easy workflow generates match art like the following with Stable Diffusion in AUTOMATIC1111.
How to use Stable Diffusion 3 API
Stable Diffusion 3 is the latest text-to-image model by Stability AI. It promises to outperform previous models like Stable Cascade and Stable Diffusion XL in text generation and prompt following. The model is widely anticipated and is now available through their API. In this post, I will walk you through two options to use Stable…
Anime cat video
This workflow generates an anime Siberian cat video with a spiraling 3D background like the one below. It demonstrates using AnimateDiff with a moving background control video in AUTOMATIC1111. You will get:
How to generate SVD video with SD Forge
You can use Stable Diffusion WebUI Forge to generate Stable Video Diffusion (SVD) videos. SD Forge provides an interface to create an SVD video by performing all steps within the GUI with access to all advanced settings. In this post, I will walk you through how to set up and run SVD on Forge to…
How to generate a black, white, and red picture
This easy workflow generates black, white, and red photos like the following with Stable Diffusion in AUTOMATIC1111.
Cyborg future (SVD video)
This ComfyUI workflow combines three Stable Video Diffusion (SVD) videos in a text-to-video workflow. To use it, you simply need to enter each clip’s prompt. You will learn: