camenduru/stable-diffusion-webui-colab

Project overview

A collection of pre-configured Google Colab notebooks that deploy AUTOMATIC1111's Stable Diffusion WebUI with models, extensions, and training templates already installed. It targets creators and general users who want to generate images and videos without local GPU hardware or manual configuration.

Project type

Image & Vision · Video

Use cases

Image Processing · Video Creation

Deployment

Refer to project documentation

License

Unlicense

Best for

• Creators and general users who want to generate images and videos using Stable Diffusion WebUI without needing local GPU hardware or coding knowledge.
• Users looking to train custom models and LoRAs using cloud-hosted GPU resources.

Key capabilities

• Provides open-in-Colab notebooks for AUTOMATIC1111's Stable Diffusion WebUI configured with various models and extensions for image generation.
• Provides a dedicated branch and notebooks for training custom models and LoRAs using the WebUI trainer.
• Provides Colab notebooks configured with video generation models like AniMov and ModelScope for text-to-video synthesis.
• Notebooks include pre-configured extensions such as ControlNet and Deforum, LoRAs, and Textual Inversions so users can start generating without manual configuration.
• An experimental user interface providing table and grid views to browse and launch the repository's Colab notebooks.

Limitations and risks

• The experimental AICA UI does not contain all the models available in the repository.
• The notebooks are not suitable for users who require offline or local execution environments.

Getting started

• Users click an 'Open in Colab' button, run the notebook cells, and access the generated Gradio WebUI link. No coding is required to start the notebooks.

Evidence and sources

• Release: xformers 0.0.17 for colab T4
• README: How to use DreamBooth & LoRA trainer ?
• README: How to install latest version and ControlNet to Google Drive ?
• README: | lite | stable | nightly | Info - Token - Model Page | --- | --- | --- | --- |
• README: | lite | stable | nightly | Info - Token - Model Page | --- | --- | --- | --- |

Reviewed at: 2026-07-17T22:42:44Z