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# ComfyUI_GRAG_Image_Editing
[GRAG-Image-Editing](https://github.com/little-misfit/GRAG-Image-Editing) : Group-Relative Attention Guidance for Image Editing,you can try it in comfyUI
# Update
* fix safetensor load error ,if use safetensor need Ram >64 / 使用单体safetensor 加载时,尤其是comfy的量化版本,因为diffuser要二次处理,对内存占用较大,所以推荐用fp16的模型或者gguf,此插件对量化的safetensor模型内存优化支持一般;
* add 2509 support / 增加2509模型的支持,注意要输入2张以上的图片
1.Installation
-----
In the ./ComfyUI/custom_nodes directory, run the following:
```
git clone https://github.com/smthemex/ComfyUI_GRAG_Image_Editing
```
2.requirements
----
* 不装也行,没什么需求,diffuser版本高点
```
pip install -r requirements.txt
```
3.Model
----
* gguf or transformer [smthem/Qwen-Image-GGUF](https://huggingface.co/smthem/Qwen-Image-GGUF/tree/main) or other or comfy-org optional/随便哪个gguf或者comfyUI官方的transformer
* comfyUI normal: qwen-image vae and qwen_2.5_vl_7b
* lora, lightx2v 8step lora# 千问edit加速
```
├── ComfyUI/models/gguf # or transformer
| ├── Qwen-Image-BF16.gguf # or Q8
├── ComfyUI/models/diffusion_models # or gguf
| ├── Qwen-Image-BF16..safetensors # or e4m3fn
├── ComfyUI/models/vae
| ├─Qwen-Image.safetensors # rename it 换个名字
├── ComfyUI/models/clip
| ├──qwen_2.5_vl_7b_fp8_scaled.safetensors
├── ComfyUI/models/loras
| ├──Qwen-Image-Edit-Lightning-8steps-V1.0-bf16.safetensors
```
# Example
![](https://github.com/smthemex/ComfyUI_GRAG_Image_Editing/blob/main/example_workflows/example.png)
# Citation
```
@misc{zhang2025grouprelativeattentionguidance,
title={Group Relative Attention Guidance for Image Editing},
author={Xuanpu Zhang and Xuesong Niu and Ruidong Chen and Dan Song and Jianhao Zeng and Penghui Du and Haoxiang Cao and Kai Wu and An-an Liu},
year={2025},
eprint={2510.24657},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2510.24657},
}
```