| --- |
| license: apache-2.0 |
| library_name: diffusers |
| pipeline_tag: text-to-image |
| --- |
| |
| # Scale-wise Distillation 3.5 Large |
| Scale-wise Distillation (SwD) is a novel framework for accelerating diffusion models (DMs) |
| by progressively increasing spatial resolution during the generation process. |
| <br>SwD achieves significant speedups (2.5× to 10×) compared to full-resolution models |
| while maintaining or even improving image quality. |
|  |
|
|
| Project page: https://yandex-research.github.io/swd |
|
|
| ## Usage |
| To generate images using SwD, go to <a href="https://github.com/yandex-research/swd ">GitHub</a> |
| or <a href="https://huggingface.co/spaces/dbaranchuk/Scale-wise-Distillation">Hugging Face's demo </a>. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{starodubcev2025swd, |
| title={Scale-wise Distillation of Diffusion Models}, |
| author={Nikita Starodubcev and Denis Kuznedelev and Artem Babenko and Dmitry Baranchuk}, |
| journal={arXiv preprint arXiv:2503.16397}, |
| year={2025} |
| } |
| ``` |
