ComfyUI-Diffusers

★ 182

ComfyUI扩展Diffusers集成Stream DiffusionTensorRT加速

在 ComfyUI 中集成 Diffusers 管线，提供 Stream Diffusion 节点并支持 TensorRT 加速，实现高效流式图像生成与推理。

💡 在 ComfyUI 中用 Diffusers 管线进行高效流式图像生成。

🍴 30 Forks💻 Python🔄 2025-11-28

🔗 GitHub 原文

📦

网盘下载

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https://pan.quark.cn/s/2df45d172dc1

📦 requirements.txt

diffusers[torch]
accelerate
transformers
safetensors
omegaconf
pytorch_lightning
xformers
git+https://github.com/cumulo-autumn/StreamDiffusion.git@main#egg=streamdiffusion[tensorrt]

📄 README

ComfyUI-Diffusers

This repository is a custom node in ComfyUI.

Overview

Workflow 1

This is a program that allows you to use Hugging Face Diffusers module with ComfyUI. Additionally, Stream Diffusion is also available.

Workflow 2

In addition, real-time generation is possible by doing the following.

When running, please enable Auto Queue in Extra options.

Workflow 3

In combination with VideoHelperSuite, you can also run vid2vid.

The execution looks like this:

Usage

Run the following command inside ComfyUI/custom_nodes.

git clone https://github.com/Limitex/ComfyUI-Diffusers.git
cd ComfyUI-Diffusers
pip install -r requirements.txt
git clone https://github.com/cumulo-autumn/StreamDiffusion.git
python -m streamdiffusion.tools.install-tensorrt

Recommended Custom Nodes

https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite.git

Node

Diffusers Pipeline Loader (DiffusersPipelineLoader)

Diffusers Vae Loader (DiffusersVaeLoader)

Diffusers Scheduler Loader (DiffusersSchedulerLoader)

Diffusers Model Makeup (DiffusersModelMakeup)

Diffusers Clip Text Encode (DiffusersClipTextEncode)

Diffusers Sampler (DiffusersSampler)

Create Int List (CreateIntListNode)

LcmLoraLoader (LcmLoraLoader)

StreamDiffusion Create Stream (StreamDiffusionCreateStream)

StreamDiffusion Sampler (StreamDiffusionSampler)

StreamDiffusion Warmup (StreamDiffusionWarmup)

StreamDiffusion Fast Sampler (StreamDiffusionFastSampler)

Reference

https://github.com/cumulo-autumn/StreamDiffusion