Create app.py

app.py

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+import torch
+from diffusers import StableDiffusionPipeline
+import gradio as gr
+
+# Load Stable Diffusion model from Hugging Face
+model_id = "runwayml/stable-diffusion-v1-5"  # Change to "stabilityai/stable-diffusion-xl-base-1.0" for SDXL
+pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
+pipe.to("cuda")  # Use "cpu" if no GPU is available
+
+def generate_image(prompt):
+    image = pipe(prompt).images[0]
+    return image
+
+# Create Gradio UI
+demo = gr.Interface(
+    fn=generate_image,
+    inputs=gr.Textbox(label="Enter your prompt"),
+    outputs=gr.Image(),
+    title="Stable Diffusion Image Generator"
+)
+
+demo.launch()