Update README.md

README.md

@@ -4,4 +4,34 @@ license: apache-2.0
 
 https://github.com/mit-han-lab/ComfyUI-nunchaku/issues/340
 
-https://gist.github.com/akedia/e0a132b587e30413665d299ad893a60e
+https://gist.github.com/akedia/e0a132b587e30413665d299ad893a60e
+
+```Running convert_to_comfyui_lora.py
+🔄 Universal final_layer.adaLN LoRA patcher (.safetensors)
+Enter path to input LoRA .safetensors file: Flux_kontext_deblur.safetensors
+Enter path to save patched LoRA .safetensors file: flux_kontext_deblur_comfyui.safetensors
+
+✅ Loaded 610 tensors from: Flux_kontext_deblur.safetensors
+
+🔑 Found these final_layer-related keys:
+   lora_unet_final_layer_linear.lora_down.weight
+   lora_unet_final_layer_linear.lora_up.weight
+
+🔍 Checking for final_layer keys with prefix: 'lora_unet_final_layer'
+   Linear down: lora_unet_final_layer_linear.lora_down.weight
+   Linear up:   lora_unet_final_layer_linear.lora_up.weight
+   ✅ Has final_layer.linear: True
+   ✅ Has final_layer.adaLN_modulation_1: False
+✅ Added dummy adaLN weights:
+   lora_unet_final_layer_adaLN_modulation_1.lora_down.weight (shape: torch.Size([16, 3072]))
+   lora_unet_final_layer_adaLN_modulation_1.lora_up.weight (shape: torch.Size([64, 16]))
+
+✅ Patched file saved to: flux_kontext_deblur_comfyui.safetensors
+   Total tensors now: 612
+
+🔍 Verifying patched keys:
+   lora_unet_final_layer_adaLN_modulation_1.lora_down.weight
+   lora_unet_final_layer_adaLN_modulation_1.lora_up.weight
+   lora_unet_final_layer_linear.lora_down.weight
+   lora_unet_final_layer_linear.lora_up.weight
+✅ Contains adaLN after patch: True```