Sign in

Nodes Browser

ComfyDeploy: How ComfyUI_StreamDiffusion works in ComfyUI?

What is ComfyUI_StreamDiffusion?

This is a simple implementation StreamDiffusion(A Pipeline-Level Solution for Real-Time Interactive Generation) for ComfyUI

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for ComfyUI_StreamDiffusion and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

ComfyUI_StreamDiffusion

This is a simple implementation StreamDiffusion<a href="https://github.com/cumulo-autumn/StreamDiffusion.git" > for ComfyUI

StreamDiffusion: A Pipeline-Level Solution for Real-Time Interactive Generation

Authors: Akio Kodaira, Chenfeng Xu, Toshiki Hazama, Takanori Yoshimoto, Kohei Ohno, Shogo Mitsuhori, Soichi Sugano, Hanying Cho, Zhijian Liu, Kurt Keutzer

StreamDiffusion is an innovative diffusion pipeline designed for real-time interactive generation. It introduces significant performance enhancements to current diffusion-based image generation techniques.

arXiv Hugging Face Papers

Simple Use

you can download the workflow image below , and import into ComfyUI

<p align="center"> <img src="./workflow.png" width=90%> </p>

img2img

img2img can be done by send a image to the image imput in the sampler node,but the batch_size must be 1.

StreamDiffusion_Sampler

Input Latent is not implemented for now.

Lora stack

You can set Lora stack by using LoRA Stacker from Efficiency Nodes.

Support

Thank you for being awesome!