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568ea9a
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Parent(s):
d137fce
Create app.py
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app.py
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import gradio as gr
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from setfit import SetFitModel
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# Cargar el modelo
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model = SetFitModel.from_pretrained("desarrolloasesoreslocales/SetFitPruebaRecorte")
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# Mapear las etiquetas
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# Definir la funci贸n de predicci贸n
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def predict(payload):
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results = model.predict_proba([payload])[0]
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# return "\n".join([f"Label: {id2label[i]}, Score: {round(result.item()*100, 2)} %" for i, result in enumerate(results)])
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return results
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# Crear una interfaz Gradio
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iface = gr.Interface(
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fn=predict,
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inputs=gr.inputs.Textbox(),
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outputs=gr.outputs.Textbox(),
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live=False,
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layout='vertical',
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title="Clasificador de Texto"
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)
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# Iniciar la interfaz Gradio
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iface.launch()
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