arroganticdeer commited on
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178829f
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1 Parent(s): 2ff4869

Update app.py

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  1. app.py +18 -0
app.py CHANGED
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+ import torch
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ text_summary = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6", torch_dtype=torch.bfloat16)
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+
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+ def summary (input):
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+ output = text_summary(input)
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+ return output[0]['summary_text']
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+
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+ gr.close_all()
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+ demo = gr.Interface(fn =summary,
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+ inputs = [gr.Textbox(label="Input Text",lines=6)],
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+ outputs=[gr.Textbox(label="Summary",lines=4)],
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+ title="Text Summarizer",
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+ description="Summarize your text with DistilBART model")
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+
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+ demo.launch()