Update README.md

README.md

@@ -26,12 +26,12 @@ widget:
 ## Model Description
 
 **Model Type:** Stable Diffusion XL
-**Base Model:** [stabilityai/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0)  
+**Base Model:** [stabilityai/stable-diffusion-3-medium](https://huggingface.co/stabilityai/stable-diffusion-3-medium)  
 **Finetuned On:** Images created by [alvdansen/BandW-Manga](https://huggingface.co/alvdansen/BandW-Manga)  
 
 ## Overview
 
-MangaDF is a finetuned version of the ['stabilityai/stable-diffusion-xl-base-1.0'](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) model. It has been specifically trained to generate bold line portrait illustrations, inspired by manga-style art. The finetuning dataset was created using images generated by the ['alvdansen/BandW-Manga'](https://huggingface.co/alvdansen/BandW-Manga) stable diffusion model, ensuring high-quality and stylistically consistent outputs.
+MangaDF is a finetuned version of the ['stabilityai/stable-diffusion-3-medium'](https://huggingface.co/stabilityai/stable-diffusion-3-medium) model. It has been specifically trained to generate bold line portrait illustrations, inspired by manga-style art. The finetuning dataset was created using images generated by the ['alvdansen/BandW-Manga'](https://huggingface.co/alvdansen/BandW-Manga) stable diffusion model, ensuring high-quality and stylistically consistent outputs.
 
 
 ## Intended Use
@@ -48,7 +48,7 @@ import torch
 
 # Load the base model and apply the LoRA weights
 pipeline = DiffusionPipeline.from_pretrained(
-    "stabilityai/stable-diffusion-xl-base-1.0", 
+    "Chan-Y/Stable-Flash-Lightning",
     torch_dtype=torch.float16
 ).to("cuda")
 pipeline.load_lora_weights("MangaDF.safetensors")