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