Giter VIP home page Giter VIP logo

aigc-sd-acceleration's Introduction

Acceleration for Stable Diffusion

Overview

In this project, we provide a reproduction of acceleration schemes, such as Progressive DistillationProgressive Distillation for Fast Sampling of Diffusion Models, MobileDiffusionMobileDiffusion: Subsecond Text-to-Image Generation on Mobile Devices and SDXL-TurboAdversarial Diffusion Distillation, etc.

๐Ÿ”ฅ Update

  • [2024.3.6] We release the first version of the code, containing progressive distillation, mobile diffusion unet and add turbo.

Setup

  • Installation:
    We recommend python version >= 3.8 and cuda version >= 11.4. And install the packages mentioned in the requirements.txt:
pip install -r requirements.txt

Acknowledgements

This project build upon

aigc-sd-acceleration's People

Contributors

mfacetech avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.