With Stable Diffusion 3 freshly released, I thought it would be nice to make a simple Web-Interface for it.

Do not skip any part of this tutorial to master how to use Stable Diffusion 3 (SD3) with the most advanced generative AI open source APP SwarmUI.

Learn how to use SwarmUI and Stable Diffusion models on most popular cloud services.

FLUX represents a groundbreaking achievement in open source txt2img technology, genuinely outperforming and producing superior quality images.

Do not skip any part of this tutorial to master how to use Stable Diffusion 3 (SD3) with the most advanced generative AI open source APP SwarmUI. Automatic1111

A user study comparing SDXL and Midjourney v5.1 using the PartiPrompts benchmark reveals that SDXL slightly outperforms Midjourney in terms of prompt adherence

Learn how Diffusion Models use Probability Flow ODEs, stochastic equations, and denoising score matching to generate images from noise.

The SDXL model faces limitations in rendering complex structures, achieving photorealism, addressing biases, handling concept bleeding, and improving long text

This paper outlines potential SDXL improvements, including single-stage models, better text synthesis, transformer optimizations, and enhanced efficiency.

Explore how the integration of an improved autoencoder and a multi-stage training process enhances the image quality in SDXL.