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import gradio as gr
import torch
from diffusers import ShapEPipeline
from diffusers.utils import export_to_gif
# Load the ShapE model
ckpt_id = "openai/shap-e"
pipe = ShapEPipeline.from_pretrained(ckpt_id)
def generate_shap_e_gif(prompt):
guidance_scale = 15.0
images = pipe(
prompt,
guidance_scale=guidance_scale,
num_inference_steps=64,
).images
gif_path = export_to_gif(images, f"{prompt}_3d.gif")
return gif_path
# Create the Gradio interface
demo = gr.Interface(
fn=generate_shap_e_gif,
inputs=gr.Textbox(lines=2, placeholder="Enter a prompt"),
outputs=gr.File(),
title="ShapE 3D GIF Generator",
description="Enter a prompt to generate a 3D GIF using the ShapE model."
)
# Run the app
if __name__ == "__main__":
demo.launch()
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