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SDXL-Turbo - New AI algorithm accelerates stable diffusion dramatically

[09:05 Wed,6.December 2023   by Rudi Schmidts]    

When reporting on current advances in generative AI models, it is sometimes difficult not to use the term game changer. In the case of the current development progress of Stable Diffusion, it is even extremely difficult, because what the team from Stabilty AI has recently presented has yet to be discovered by the assembled competition.

With Stable Diffusion XL Turbo (SDXL-Turbo for short), a new algorithm was brought into play that accelerates the generation of images by a factor of 10x to 40x. This not only sounds incredible, but also enables a completely different way of working with prompts.



When working with ComfyUI - currently the hottest interface for stable diffusion - images can be output every second with fast GPUs. In other words, practically in real time, while you are still typing your prompt. So you can immediately see what changes even one letter more or less in the prompt causes:



If you want to try it out for free, you can go directly to use an online prompt here at Stability AI. But be careful, use with caution - the free trials are already "used up" after approx. 30 actions.

If you are interested in exactly how the new algorithm works, you can find here is the corresponding paper on "Adversarial Diffusion Distillation". The new ADD idea seems to borrow from Generative Adversarial Networks (GANs).

SDXL-Turbo
SDXL-Turbo - New AI algorithm extremely accelerates stable diffusion



If you want to install and run SDXL Turbo yourself, we recommend the following speed data points: With an Nvidia RTX 3060, you can expect images with a resolution of 1,024 x 1,024 pixels to be ready in around 4 seconds after three steps. On an Nvidia A100, a 512 x 512 pixel image only takes around 200 milliseconds according to Stability AI. And here you can see on Reddit how SDXL Turbo runs on an RTX 4090.

Link more infos at bei comfyanonymous.github.io

deutsche Version dieser Seite: SDXL-Turbo - Neuer KI-Algorithmus beschleunigt Stable Diffusion extrem

  



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deutsche Version dieser Seite: SDXL-Turbo - Neuer KI-Algorithmus beschleunigt Stable Diffusion extrem



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