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README.md

@@ -21,9 +21,9 @@ tags:
   <img src="https://huggingface.co/datasets/nunchaku-tech/cdn/resolve/main/nunchaku/assets/nunchaku.svg" width="30%" alt="Nunchaku Logo"/>
 </p>
 
-# Model Card for nunchaku-qwen-image-edit
-
+# Model Card for nunchaku-qwen-image-edit-2509
 
+![visual](https://huggingface.co/datasets/nunchaku-tech/cdn/resolve/main/ComfyUI-nunchaku/workflows/nunchaku-qwen-image-edit-2509.png)
 This repository contains Nunchaku-quantized versions of [Qwen-Image-Edit-2509](https://huggingface.co/Qwen/Qwen-Image-Edit-2509), an image-editing model based on [Qwen-Image](https://huggingface.co/Qwen/Qwen-Image), advances in complex text rendering. It is optimized for efficient inference while maintaining minimal loss in performance.
 
 
@@ -57,7 +57,7 @@ No recent news. Stay tuned for updates!
 ## Usage
 
 - Diffusers Usage: See [qwen-image-edit-2509.py](https://github.com/nunchaku-tech/nunchaku/blob/main/examples/v1/qwen-image-edit-2509.py). Check this [tutorial](https://nunchaku.tech/docs/nunchaku/usage/qwen-image-edit.html) for more advanced usage.
-- ComfyUI Usage: Will be released soon!
+- ComfyUI Usage: See [nunchaku-qwen-image-edit-2509.json](https://nunchaku.tech/docs/ComfyUI-nunchaku/workflows/qwenimage.html#nunchaku-qwen-image-edit-2509-json).
 
 ## Performance