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---
license: openrail++
tags:
- text-to-image
- stable-diffusion
library_name: diffusers
inference: false
---
# SDXS-512-DreamShaper-Sketch
SDXS is a model that can generate high-resolution images in real-time based on prompt texts, trained using score distillation and feature matching.
For more information, please refer to our research paper: [SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions](https://arxiv.org/abs/2403.16627).
We open-source the model as part of the research.
SDXS-512-DreamShaper-Sketch is the sketch-to-image **ControlNet** for [SDXS-512-DreamShaper](https://huggingface.co/IDKiro/sdxs-512-dreamshaper).
Watch [our repo](https://github.com/IDKiro/sdxs) for any updates.
See our [Demo Code](https://huggingface.co/spaces/IDKiro/SDXS-512-DreamShaper-Sketch/tree/main) to use the model.
<p align="left" >
<img src="sketch.gif" width="800" />
</p>
## Cite Our Work
```
@article{song2024sdxs,
author = {Yuda Song, Zehao Sun, Xuanwu Yin},
title = {SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions},
journal = {arxiv},
year = {2024},
}
```
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