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app.py
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import gradio as gr
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from gradio.mix import Parallel, Series
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from transformers import pipeline
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summarizer = pipeline("translation", model="VietAI/envit5-mtet_phomt-translation", use_auth_token=True)
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def translate(inp):
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text = "en: " + inp
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res = summarizer(
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text,
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max_length=512,
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early_stopping=True,
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)[0]['translation_text']
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return res
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sample_url = [['VietAI is a non-profit organization with the mission of nurturing AI talents and building a community of world-class AI experts in Vietnam.'],]
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article = "<p style='text-align: center'><a href='https://vietai.org' target='_blank'>by VietAI Research</a> | <a href='https://github.com/vietai/mtet' target='_blank'>Github</a> | Contact: <a href='mailto:heraclex12@gmail.com' target='_blank'>Hieu Tran</a></p></center></p>"
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iface = gr.Interface(fn=translate,
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inputs = gr.inputs.Textbox(
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lines = 5,
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label = 'Enter an article...'
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),
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outputs = 'text',
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title = 'En->Vi MTet Translation',
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theme = 'grass',
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layout = 'horizontal',
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article=article,
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examples=sample_url)
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iface.launch()
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