Open source implementation and models of One-step Diffusion with Distribution Matching Distillation
Launch the gradio demo via:
python gradio_dmd.py
These models are very experimental releases, all of them are only trained with very few steps, so the performance is not satisfactory.
| Model | Link |
|---|---|
| dreamshaper-8-dmd-1kstep | hf-model |
| dreamshaper-8-dmd-kl-only-6kstep | hf-model |
The video is not accelerated.
demo.mp4
@article{yin2023one,
title={One-step Diffusion with Distribution Matching Distillation},
author={Yin, Tianwei and Gharbi, Micha{\"e}l and Zhang, Richard and Shechtman, Eli and Durand, Fredo and Freeman, William T and Park, Taesung},
journal={arXiv preprint arXiv:2311.18828},
year={2023}
}