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Create app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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# Load the model
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pipe = pipeline("text-classification", model="Qwen/Qwen2.5-Math-PRM-72B", trust_remote_code=True)
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# Define a function to generate responses
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def generate_response(prompt):
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output = pipe(prompt)
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return output[0]['label']
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# Create a Gradio interface
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iface = gr.Interface(
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fn=generate_response,
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inputs="text",
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outputs="text",
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title="Qwen2.5 Math Model",
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description="Ask a math question and get an answer!"
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)
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# Launch the interface
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iface.launch()
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