Update app.py

app.py

@@ -1,8 +1,10 @@
 import gradio as gr
 from diffusers import DiffusionPipeline
+from peft import PeftModel
 
 pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0")
-pipe.load_lora_weights("SvenN/sdxl-emoji")
+
+pipe.unet = PeftModel.from_pretrained(pipe.unet, "SvenN/sdxl-emoji")
 
 def generate_image(prompt):
     image = pipe(prompt).images[0]
@@ -17,4 +19,4 @@ with gr.Blocks() as demo:
     generate_button = gr.Button("Generate")
 
     generate_button.click(fn=generate_image, inputs=prompt, outputs=image_output)
-demo.launch()
+demo.launch()