waifu-diffusion/README.md

Waifu Diffusion

Waifu Diffusion is the name for this project of finetuning Stable Diffusion on Danbooru images.

_{Prompt: touhou 1girl komeiji_koishi portrait}

Documentation

Index

Training Guide

Released Weights

All thanks goes to CompVis and Stability AI for releasing this codebase!

Model Link: https://huggingface.co/hakurei/waifu-diffusion

Any questions? Come hop on by to our Discord server!

Stable Diffusion

Stable Diffusion was made possible thanks to a collaboration with Stability AI and Runway and builds upon our previous work:

High-Resolution Image Synthesis with Latent Diffusion Models
Robin Rombach*, Andreas Blattmann*, Dominik Lorenz, Patrick Esser, Björn Ommer

Comments

• Our codebase for the diffusion models builds heavily on OpenAI's ADM codebase and https://github.com/lucidrains/denoising-diffusion-pytorch. Thanks for open-sourcing!

• The implementation of the transformer encoder is from x-transformers by lucidrains.

BibTeX

@misc{rombach2021highresolution,
      title={High-Resolution Image Synthesis with Latent Diffusion Models}, 
      author={Robin Rombach and Andreas Blattmann and Dominik Lorenz and Patrick Esser and Björn Ommer},
      year={2021},
      eprint={2112.10752},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}