This easy workflow instantly creates a book cover with Stable Diffusion. You can generate as many variations as you want. The book title and author’s name can be included.
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Perturbed Attention Guidance
Perturbed Attention Guidance is a simple modification to the sampling process to enhance your Stable Diffusion images. I will cover: Table of ContentsSoftwareWhat is Perturbed Attention Guidance?Attentions in U-NetsPerturbed Attention Guidance (PAG)Use PAG on ComfyUIUse PAG on AUTOMATIC1111Installing the Incantation extensionUsing PAGPAG settingsPAG ScaleFixing total guidanceNegative promptsReference Software AUTOMATIC1111 We will use AUTOMATIC1111 , a popular…
Align Your Steps: How-to guide and review
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,…
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…