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OneDiff Community and Feedback

Status

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• Discord
• 30+ more AIGC organizations/companies
• Adoptions(public repositories which are using onediff)

Performance Report in English

felixsanz

https://www.felixsanz.dev/articles/ultimate-guide-to-optimizing-stable-diffusion-xl

(onediff) "improves the visual quality of the result, almost halves inference time and the only penalty is a small wait at compilation time. What a great job!"

Omniinfer

https://medium.com/@admin_13769/stable-diffusion-accelerated-up-to-211-2-202b36ac8090

(onediff) "achieves a relative speedup of 211.2% compared to Xformers on RTX 3090, and a speedup of 205.6% on RTX 4090."

Performance Report in Chinese

• OneDiff加速“图生生”，解锁电商AI图像处理新范式 by 图生生
• 百万用户通话新风潮：仅需50秒，无界AI让彩铃变身短视频 by 无界AI
• Stable Diffusion XL优化终极指南 by Félix Sanz
• diffusers SD推理加速方案的调研实践总结 by 行宣

Feedbacks

• onediff related tweet on twitter
• onediff related news and feedback on reddit

Online Playground

• Online Playground

Adoptions of OneDiff Community Edition

OneDiff Community Edition is trusted by the pioneering AIGC Tech organizations/companies to power their production:

• NetEase Fuxi Lab(网易伏羲), and they are also on Github
• WuJieAI(无界AI)

30+ more AIGC organizations/companies have deployed the Community Edition and established technical connections with OneDiff team.

Contributors

OneDiff is trying to provide real-time inference for generative vision models, thus enabling high-quality models from research environments to be deployed in production environments.

Thanks to our contributors:

Special Interest Groups(SIGs) and Related Issues

All community issues:

• SIG1: algorithms and algorithms dev tools
  • Model IDEs
    • HF diffusers (onediffx)
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    • ComfyUI
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    • SD Web UI
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  • Quantization and Enterprise Edition
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  • Quality evaluation
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  • Optimization algorithms
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  • New algorithm
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• SIG2: kernel&runtime, compiler and build&ci
  • kernel and runtime
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  • compiler
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  • build&ci
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• SIG3: release, deployment, communication