Update README.md

README.md

@@ -24,11 +24,11 @@ pipe = DiffusionPipeline.from_pretrained(
     torch_dtype=torch.float16, variant="fp16"
 )
 pipe.to("cuda")
-pipe.load_lora_weights("radames/sdxl-turbo-DPO-LoRA", adapter_name="dpo-lora-sd21")
-pipe.set_adapters(["dpo-lora-sd21"], adapter_weights=[1.0]) # you can play with adapter_weights to increase the effect of the LoRA model
+pipe.load_lora_weights("radames/sdxl-turbo-DPO-LoRA", adapter_name="dpo-lora-sdxl-turbo")
+pipe.set_adapters(["dpo-lora-sdxl-turbo"], adapter_weights=[1.0]) # you can play with adapter_weights to increase the effect of the LoRA model
 seed = 123123
-prompt = "portrait headshot professional of elon musk"
-negative_prompt = "3d render, cartoon, drawing, art, low light"
+prompt = " A photo of beautiful mountain with realistic sunset and blue lake, highly detailed, masterpiece"
+negative_prompt = "3d render, cartoon, drawing, art, low light, blur, pixelated, low resolution, black and white, old photo, blurry faces"
 generator = torch.Generator().manual_seed(seed)
 images = pipe(
     prompt=prompt,
@@ -45,9 +45,13 @@ make_image_grid(images, 1, 4)
 
 ## Guidance Scale vs LoRA weights 
 
-
+![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/6064e095abd8d3692e3e2ed6/TJJx9RYlML14angWGRhmv.jpeg)
   
 
 ## Examples
 
 Left Withoud DPO right with DPO LoRA
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6064e095abd8d3692e3e2ed6/oTTUkjXMciHBe__l75AOm.png)
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6064e095abd8d3692e3e2ed6/rA1Pj5nzyI5d-SNpAz5rN.png)
+