Kindlr commited on
Commit
20333e8
1 Parent(s): 2a4da9c

Update app.py

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  1. app.py +19 -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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+ summarizer = 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 = summarizer(text, min_length=100, 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..."),
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+ outputs="text"
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+ )
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+
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+ iface.launch()