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VoltaML - Fast Stable Diffusion

Stable Diffusion WebUI and API accelerated by AITemplate

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Table of Contents

About the Project

Screenshots

screenshot screenshot screenshot

Tech Stack

Client
API
Discord Bot
DevOps

Main features

  • Easy install with Docker
  • Clean and simple Web UI
  • Supports PyTorch as well as AITemplat for inference
  • Support for Windows and Linux
  • xFormers supported out of the box
  • GPU cluster load balancing
  • Discord bot
  • Documented API
  • Clean source code that should be easy to understand

Speed comparison

The below benchmarks have been done for generating a 512x512 image, batch size 1 for 50 iterations.

GPU (it/s) T4 A10 A100 4090 3090 2080Ti 3050
PyTorch 4.3 8.8 15.1 19 11 8 4.1
xFormers 5.5 15.6 27.5 28 15.7 N/A 5.1
AITemplate N/A 23 N/A N/A N/A N/A 10.2

Installation

Please see the documentation for installation instructions.

Contributing

Contributions are always welcome!

See contributing.md for ways to get started.

Code of Conduct

Please read the Code of Conduct

License

Distributed under the GPL v3. See License for more information.

Contact

Feel free to contact us on discord: https://discord.gg/pY5SVyHmWm

Project Link: https://github.com/VoltaML/voltaML-fast-stable-diffusion


Made with ❤️ by Stax124

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Library to accelerate Stable-Diffusion models into fastest inference models 🔥 🔥

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  • Python 80.6%
  • Vue 15.2%
  • TypeScript 3.7%
  • Shell 0.2%
  • CSS 0.2%
  • HTML 0.1%