DeclanJoyceEagle commited on
Commit
69c62a1
1 Parent(s): 20d13b1

Create app.py

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  1. app.py +18 -0
app.py ADDED
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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=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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+ inpute=gr.inputs.Textbox(lines=10,placeholder="Enter text to summarize..."),
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+ outputs="text"
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+ )
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+ iface.launch()