Stanlito commited on
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12199af
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1 Parent(s): cbf34bb

Update app.py

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  1. app.py +20 -0
app.py CHANGED
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+ from transformers import pipeline
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+ import gradio as gr
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+
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+ sum = pipeline("summarization", model='t5-base', tokenizer='t5-small', truncation=True, framework='tf')
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+
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+ def translate(text):
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+ text = text.replace('"', '"')
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+ text = text.replace(''', "'")
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+ text = text.replace('&', '&')
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+ result = sum(text, min_length=180, truncation=True)
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+ return result[0]["summary_text"]
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+
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+ iface = gr.Interface(
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+ fn=translate,
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+ inputs=gr.inputs.Textbox(lines=10, placeholder="Enter text to summarize and hit enter")
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+ outputs="text"
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+ )
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+
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+ iface.launch()
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+