docs: remove unsupported VideoX-Fun direct script usage, clarify ComfyUI custom node execution only

README.md

@@ -69,52 +69,22 @@ The **ConvRot INT8** format applies rotational transformation matrix optimizatio
 
 ---
 
-## 🚀 How to Use
+## 🚀 Usage in ComfyUI
 
-### 1. ComfyUI (Dedicated Loader Required)
-
-Standard / vanilla ComfyUI does not natively support the **ConvRot INT8** format for ControlNet models. To load and execute these weights in ComfyUI, the dedicated loader extension is required:
+Standard / vanilla ComfyUI does not natively support the **ConvRot INT8** format for ControlNet models. To load and execute these weights, the dedicated loader extension is required:
 
 - **Dedicated Loader Extension:** [ComfyUI-HSWQ-Loader-and-Tools](https://github.com/ussoewwin/ComfyUI-HSWQ-Loader-and-Tools)
 
-#### Installation:
-```bash
-cd ComfyUI/custom_nodes
-git clone https://github.com/ussoewwin/ComfyUI-HSWQ-Loader-and-Tools.git
-```
+### Installation
 
-Place the `.safetensors` file into your ComfyUI `models/controlnet` directory and load it using the dedicated loader nodes from the extension.
-
-### 2. VideoX-Fun Framework
-
-Clone the upstream [VideoX-Fun](https://github.com/aigc-apps/VideoX-Fun) repository:
+Clone the repository into your ComfyUI `custom_nodes` directory:
 
 ```bash
-git clone https://github.com/aigc-apps/VideoX-Fun.git
-cd VideoX-Fun
-
-mkdir -p models/Diffusion_Transformer
-mkdir -p models/Personalized_Model
-```
-
-Place the quantized model under `models/Personalized_Model/`:
-
-```
-models/
-├── Diffusion_Transformer/
-│   └── Qwen-Image-2512/
-└── Personalized_Model/
-    └── Qwen-Image-2512-Fun-Controlnet-Union-2602_convrot_int8.safetensors
+cd ComfyUI/custom_nodes
+git clone https://github.com/ussoewwin/ComfyUI-HSWQ-Loader-and-Tools.git
 ```
 
-Execute standard prediction pipelines:
-```bash
-# Text-to-Image with ControlNet
-python examples/qwenimage_fun/predict_t2i_control.py
-
-# Image-to-Image with Inpainting + ControlNet
-python examples/qwenimage_fun/predict_i2i_inpaint.py
-```
+Place `Qwen-Image-2512-Fun-Controlnet-Union-2602_convrot_int8.safetensors` into your ComfyUI `models/controlnet/` folder and load it using the dedicated loader nodes from the extension.
 
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