How to generate consistent style with Stable Diffusion using Style Aligned and Reference ControlNet

How to generate consistent style with Stable Diffusion using Style Aligned and Reference ControlNet

Generating images with a consistent style is a valuable technique in Stable Diffusion for creative works like logos or book ...
How to run Stable Diffusion 3 locally

How to run Stable Diffusion 3 locally

You can now run the Stable Diffusion 3 Medium model locally on your machine. As of the time of writing, ...
Self-attention guidance

Self-Attention Guidance: Improve image background

Self-attention Guidance (SAG) enhances details in an image while preserving the overall composition. It is useful for fixing nonsensical details ...
Hyper-SD and Hyper-SDXL fast models

Hyper-SD and Hyper-SDXL fast models

Hyper-SD and Hyper-SDXL are distilled Stable Diffusion models that claim to generate high-quality images in 1 to 8 steps. We ...
Perturbed Attention Guidance

Perturbed Attention Guidance

Perturbed Attention Guidance is a simple modification to the sampling process to enhance your Stable Diffusion images. I will cover: ...
Stable Diffusion 3: A comparison with SDXL and Stable Cascade

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 ...
How to use Stable Diffusion 3 API

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 ...
Generate images with transparent backgrounds with Stable Diffusion

Generate images with transparent backgrounds with Stable Diffusion

An image with a transparent background is useful for downstream design work. You can use the image with different backgrounds ...
Stable Cascade Model

Stable Cascade Model

Stable Cascade is a new text-to-image model released by Stability AI, the creator of Stable Diffusion. It features higher image ...
What is CFG Scale in Stable Diffusion?

What is CFG Scale in Stable Diffusion?

The Classifier-Free Guidance (CFG) scale controls how closely a prompt should be followed during sampling in Stable Diffusion. It is ...