This is an automated archive made by the Lemmit Bot.

The original was posted on /r/stablediffusion by /u/Just0by on 2024-04-16 16:05:04.

(With OneDiff, RTX 3090 can even surpass the performance of A100 GPUs, helping save costs on A100s. )

Hello everyone!

OneDiff 1.0 is for Stable Diffusion and Stable Video Diffusion models(UNet/VAE/CLIP based) acceleration. We have got a lot of support/feedback from the community

(), big thanks!

The later version 2.0 will focus on DiT/Sora-like models.

OneDiff 1.0 's updates are mainly the issues in milestone v0.13,, which includes the following new features and several bug fixes:

• OneDiff Quality Evaluation
• Reuse compiled graph
• Refine support for Playground v2.5
• Support ComfyUI-AnimateDiff-Evolved
• support ComfyUIIPAdapterplus
• support stable cascade
• Improvements
  • Improve performance of VAE
• Quantize tools for enterprise edition + +
  • SD-WebUI supports offline quantized model

State-of-the-art performance

SDXL E2E time

• Model stabilityai/stable-diffusion-xl-base-1.0
• Image size 10241024, batch size 1, steps 30
• NVIDIA A100 80G SXM4

SVD E2E time

• Model stabilityai/stable-video-diffusion-img2vid-xt
• Image size 5761024, batch size 1, steps 25, decoder chunk size 5
• NVIDIA A100 80G SXM4

More intro about OneDiff: https://github.com/siliconflow/onediff?tab=readme-ov-file#about-onediff

Looking forward to your feedback!