add webui lora

README.md

@@ -36,7 +36,7 @@ Our experiments with Stable Diffusion v1.5 and SDXL demonstrate that SPO signifi
 
 ## Model Description
 
-This model is fine-tuned from [stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0). It has been trained on 4,000 prompts for 10 epochs. This checkpoint is a LoRA checkpoint. 
+This model is fine-tuned from [stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0). It has been trained on 4,000 prompts for 10 epochs. This checkpoint is a LoRA checkpoint. We also provide a LoRA checkpoint compatible with [stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui), which can be accessed [here](https://civitai.com/models/510261?modelVersionId=567119)
 
 If you want to access the merged checkpoint that combines the LoRA checkpoint with the base model [stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0), please visit [SPO-SDXL_4k-p_10ep](https://huggingface.co/SPO-Diffusion-Models/SPO-SDXL_4k-p_10ep).