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| import gradio as gr | |
| import torch | |
| from cadfusion.models import CADFusionModel | |
| # Load model (from HF weights + GitHub code) | |
| print("Loading CADFusion model...") | |
| device = "cuda" if torch.cuda.is_available() else "cpu" | |
| model = CADFusionModel.from_pretrained("microsoft/CADFusion") | |
| model = model.to(device) | |
| model.eval() | |
| def generate(prompt): | |
| """Run CADFusion inference on user prompt""" | |
| with torch.no_grad(): | |
| output = model.generate( | |
| prompt, | |
| max_new_tokens=256, | |
| temperature=0.7, | |
| top_p=0.9, | |
| ) | |
| return output | |
| # Gradio UI | |
| with gr.Blocks() as demo: | |
| gr.Markdown("## ๐๏ธ CADFusion Demo\nEnter a CAD prompt below:") | |
| inp = gr.Textbox(label="Your CAD prompt") | |
| out = gr.Textbox(label="Model Output") | |
| btn = gr.Button("Generate") | |
| btn.click(fn=generate, inputs=inp, outputs=out) | |
| if __name__ == "__main__": | |
| demo.launch() | |