Update README.md

README.md

@@ -14,13 +14,20 @@ license: apache-2.0
 - These patched LoRAs are **compatible with** [ComfyUI-nunchaku](https://github.com/mit-han-lab/ComfyUI-nunchaku).
 - Use the **Nunchaku FLUX LoRA Loader** node to load LoRA modules for **SVDQuant FLUX** models.
 
-
 ## 🛠️ Patch References
+
+Some original FLUX LoRA files were missing required `final_layer.adaLN` weights needed by **ComfyUI-nunchaku’s FLUX LoRA Loader**.  
+This patch script automatically adds **dummy adaLN tensors** to make the LoRA compatible with **SVDQuant FLUX** models.
+
 **Script:** [patch_comfyui_nunchaku_lora.py](https://huggingface.co/lym00/comfyui_nunchaku_lora_patch/blob/main/patch_comfyui_nunchaku_lora.py)
 
-Based on
+**Based on:**
 - **Nunchaku Issue:** [ComfyUI-nunchaku #340](https://github.com/mit-han-lab/ComfyUI-nunchaku/issues/340)  
-- **Example Gist:** [akedia/e0a132b5...](https://gist.github.com/akedia/e0a132b587e30413665d299ad893a60e)  
+  > Node Type: `NunchakuFluxLoraLoader`  
+  > Exception Type: `KeyError`  
+  > Exception Message: `'lora_unet_final_layer_adaLN_modulation_1.lora_down.weight'`
+
+- **Example Gist:** [akedia/e0a132b5...](https://gist.github.com/akedia/e0a132b587e30413665d299ad893a60e)
 
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