Extensions/ComfyUI_Dif_GGUF
ComfyUI Extension

ComfyUI_Dif_GGUF

Easy quant comfyUI origin model to gguf , and esay use it, save more disk...

By smthemex·Created 2 months ago·Updated 16 days ago· 18
smthemex/ComfyUI_Dif_GGUF
Nodes3
On cloudLocal install
Categorymodel/loaders
Stars18
Updated16 days ago

Nodes (3)

CLIP_GGUF_Loader

Your text encoder is quietly eating your VRAM — feed it GGUF

model/loaders
Dif_GGUF_Loader

The GGUF loader that stops fighting your newer diffusion models

model/loaders
DualCLIP_GGUF_Loader

The GGUF loader for Flux, SDXL and friends

model/loaders
Readme

ComfyUI_Dif_GGUF

Easy quant comfyUI origin models to gguf , and esay use it, save more disk...

Tips

  • 联动swap插件，功能性修复，Linkage uniblockswap node, functional repair
  • ~~fix lora unuseful's error,修复lora失效的bug~~
  • ~~fix high Vram error，修复高内存占用的bug~~
  • ~~add gguf clip support~~
  • ~~find it in model/loader,replace the original unet_loader to gguf_loader~~
  • ~~节点在模型/加载目录下,对于大部分单unet加载的,替换原始unet加载器为gguf加载器即可,hidream-O1 暂时未支持~~

1.Installation

In the ./ComfyUI/custom_nodes directory, run the following:

git clone https://github.com/smthemex/ComfyUI_Dif_GGUF

2.requirements

If you have gguf install,don't need to install requirements.txt

pip install -r requirements.txt

3.checkpoints

Any diffusion gguf,for example :
klein9b
comfy-org-gguf

├── ComfyUI/models/
|     ├── diffusion_models/
|        ├──Flux2-Klein-9B-True-V3-Q8_0.gguf # optional
|     ├── gguf/
|        ├──Flux2-Klein-9B-True-V3-Q8_0.gguf # optional

4.Example

boogu boogu klein krea2