https://github.com/camenduru/stable-diffusion-dreambooth-colab

Dreambooth for colab
https://github.com/camenduru/stable-diffusion-dreambooth-colab

colab dreambooth huggingface huggingface-diffusers pytorch

Last synced: 5 months ago
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Dreambooth for colab

• Host: GitHub
• URL: https://github.com/camenduru/stable-diffusion-dreambooth-colab
• Owner: camenduru
• License: unlicense
• Created: 2022-10-13T18:09:49.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-12-25T20:29:48.000Z (over 2 years ago)
• Last Synced: 2025-04-24T23:49:09.590Z (about 1 year ago)
• Topics: colab, dreambooth, huggingface, huggingface-diffusers, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 71.3 KB
• Stars: 32
• Watchers: 4
• Forks: 8
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

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README

          
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## How To Use

- Find someone famous looks like you in the stable diffusion universe (find with: https://starbyface.com) (search with: https://rom1504.github.io/clip-retrieval)

- Example I will try train streamer hachubby 

- I will use Park Min-young but the prompt keyword will be parkminyoung

- Create a new drive folder MyDrive/AI/training/parkminyoung crop photos (512x512) with https://www.birme.net then add photos

- [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/camenduru/stable-diffusion-dreambooth-colab/blob/main/stable-diffusion-dreambooth_colab.ipynb) and add instance_prompt: parkminyoung click play button

- convert to webui download parkminyoung.ckpt and use with your favorite webui like https://github.com/AUTOMATIC1111/stable-diffusion-webui or https://camenduru.itch.io/stable-diffusion-webui (same but for beginners)

## Example Project (Youtube Video)

[![How To Use Stable Diffusion Dreambooth Colab](https://i.imgur.com/fDgkaP0.jpg)](https://www.youtube.com/watch?v=5dK1altO4Qw)

## Paper

https://arxiv.org/abs/2208.12242

## Licenses

train_dreambooth.py from https://github.com/huggingface/diffusers/tree/main/examples/dreambooth

convert_diffusers_to_original_stable_diffusion.py from https://github.com/huggingface/diffusers/blob/main/scripts/convert_diffusers_to_original_stable_diffusion.py

facebookresearch/xformers

https://github.com/facebookresearch/xformers/blob/main/LICENSE

xformers T4 build

https://github.com/camenduru/stable-diffusion-webui-colab/releases

huggingface/diffusers

https://github.com/huggingface/diffusers/blob/main/LICENSE

https://huggingface.co/spaces/CompVis/stable-diffusion-license