ayoubkirouane commited on
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1 Parent(s): aa24f38

Create app.py

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  1. app.py +15 -0
app.py ADDED
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+ # Use a pipeline as a high-level helper
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+ from transformers import pipeline
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+ pipe = pipeline("summarization", model="ayoubkirouane/T5-4-Summarization")
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+ def summarization(text) :
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+ return pipe(text)[0]["summary_text"]
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+ # Create a Gradio interface
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+ iface = gr.Interface(
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+ fn=summarization,
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+ inputs=gr.Textbox(prompt="Input Text"),
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+ outputs=gr.Textbox(prompt="Generated Summary") ,
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+ allow_flagging=False
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+ )
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+
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+ # Launch the Gradio app
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+ iface.launch(debug=True)