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Delete demo.py
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demo.py
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import gradio as gr
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from transformers import pipeline
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model = pipeline("zero-shot-classification", model="facebook/bart-large-mnli")
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def predict(field_name, property_list):
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properties = property_list.split(",")
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results = model(field_name, properties)
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top_results = []
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for i, result in enumerate(results["labels"]):
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if i < 10:
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top_results.append(f"{result}: {results['scores'][i]}")
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return results["labels"][0], "\n".join(top_results)
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demo = gr.Interface(
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fn=predict, inputs=["text", "textarea"], outputs=["text", "textarea"]
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)
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demo.launch()
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