Matryoshka Diffusion Models

Highlights

• This checkpoint was trained on a dataset of 50M text-image pairs collected from Flickr.
• This model was trained using nested UNets at various resolutions, and generates images with a resolution of 256 × 256.
• Despite training on relatively small datasets, MDMs show strong zero-shot capabilities of generating high-resolution images and videos.

Checkpoints

How to Use

Citation

@misc{gu2023matryoshkadiffusionmodels,
      title={Matryoshka Diffusion Models},
      author={Jiatao Gu and Shuangfei Zhai and Yizhe Zhang and Josh Susskind and Navdeep Jaitly},
      year={2023},
      eprint={2310.15111},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2310.15111},
}