What is SDXL Turbo?
SDXL Turbo is a real-time text-to-image generation model that achieves state-of-the-art performance with a new distillation technology, enabling single-step image generation with unprecedented quality.
Features of SDXL Turbo
Advantages of Adversarial Diffusion Distillation
SDXL Turbo features new advancements in diffusion model technologies, implementing a new distillation technique for text-to-image models: Adversarial Diffusion Distillation. This technique enables the model to synthesize image outputs in a single step, generating real-time text-to-image outputs while maintaining high sampling fidelity.
Performance Benefits
SDXL Turbo outperforms other diffusion models, beating a 4-step configuration of LCM-XL with a single step, and beating a 50-step configuration of SDXL with only 4 steps. This model also provides major improvements to inference speed, generating a 512x512 image in 207ms on an A100.
How to Use SDXL Turbo
Explore SDXL Turbo with Clipdrop
You can test the capabilities of SDXL Turbo on Stability AI's image editing platform, Clipdrop, for a beta demonstration of SDXL Turbo's real-time image generation.
Commercial Applications
If you want to use this model for your commercial products or purposes, please contact Stability AI to learn more.
Helpful Tips
Download the Model Weights and Code
You can download the model weights and code on Hugging Face, currently being released under a non-commercial research license that permits personal, non-commercial use.
Read the Research Paper
For researchers and enthusiasts interested in technical details, the SDXL Turbo research paper is available, detailing the model's new distillation technique.
Frequently Asked Questions
What is Adversarial Diffusion Distillation?
Adversarial Diffusion Distillation is a new distillation technique for text-to-image models, enabling the model to synthesize image outputs in a single step and generate real-time text-to-image outputs while maintaining high sampling fidelity.
Can I Use SDXL Turbo for Commercial Purposes?
No, SDXL Turbo is not yet intended for commercial use. If you want to use this model for your commercial products or purposes, please contact Stability AI to learn more.