ComfyUI Plugin
2.8k 2026-04-18

nunchaku-ai/ComfyUI-nunchaku

An efficient ComfyUI plugin for accelerated 4-bit neural network inference, leveraging Nunchaku and SVDQuant for enhanced performance in AI image generation workflows.

Core Features

Efficient 4-bit neural network inference
Seamless ComfyUI integration for AI workflows
Support for various image generation models (e.g., Z-Image, Qwen-Image-Edit)
Significant performance boosts (e.g., 20-30% Z-Image, LoRA support, INT4 for 20-series GPUs)
Reduced VRAM usage through asynchronous offloading

Detailed Introduction

ComfyUI-nunchaku is a powerful plugin designed to integrate the Nunchaku efficient inference engine directly into ComfyUI workflows. It specializes in accelerating 4-bit quantized neural networks, particularly those processed with SVDQuant, offering significant performance improvements and reduced VRAM consumption. This enables users to run complex AI image generation and editing models like Z-Image and Qwen-Image-Edit more efficiently, even on hardware with limited resources. The plugin provides seamless integration, LoRA support, and continuous updates for various cutting-edge models, making advanced AI capabilities more accessible and performant within the ComfyUI ecosystem.

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