SDXL 8 Steps lora (Lighning Lora)

SDXL-Lora Lightning is a lightning-fast text-to-image generation lora. It can generate high-quality 1024px images in a few steps. For more information, please refer to our research paper:
 <a href="https://arxiv.org/abs/2402.13929" rel="nofollow" target="_blank">
 
 
 SDXL-Lightning: Progressive Adversarial Diffusion Distillation
 
 
 </a>
 . We open-source the model as part of the research.


 This lora are distilled from
 <a href="https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0" rel="nofollow" target="_blank">
 
 
 stabilityai/stable-diffusion-xl-base-1.0
 
 
 </a>
 . This repository contains checkpoints for 1-step, 2-step, 4-step, and 8-step distilled models. The generation quality of our 2-step, 4-step, and 8-step model is amazing. Our 1-step model is more experimental.


 
 Demos
 

<ul>
 <li>
 
 Generate with all configurations, best quality:
 <a href="https://huggingface.co/spaces/ByteDance/SDXL-Lightning" rel="nofollow" target="_blank">
 
 
 Demo
 
 
 </a>
 
 </li>
</ul>

 
 Diffusers Usage
 


 Please always use the correct checkpoint for the corresponding inference steps.
 
 
 Recommend Sampler : Euler or DPMPP SDE (work best with sgm_uniform or karras scheduler )
 
 Steps: 8
 
 CFG:1-2.5