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seemasaharann
commited on
Commit
•
1caf530
1
Parent(s):
a28801e
updated app.py
Browse files
app.py
CHANGED
@@ -1,8 +1,10 @@
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from transformers import pipeline
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import gradio as gr
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summarizer = pipeline("summarization", model="t5-base", tokenizer="t5-small", truncation=True, framework="tf")
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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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@@ -10,9 +12,12 @@ def translate(text):
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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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iface = gr.Interface(
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fn=translate,
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inputs
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outputs=
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)
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from transformers import pipeline
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import gradio as gr
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# Define the summarizer using the transformers pipeline
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summarizer = pipeline("summarization", model="t5-base", tokenizer="t5-small", truncation=True, framework="tf")
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# Define the function to process the text and return the summary
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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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result = summarizer(text, min_length=180, truncation=True)
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return result[0]['summary_text']
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# Create the Gradio interface with updated syntax
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iface = gr.Interface(
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fn=translate,
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inputs=gr.Textbox(lines=10, placeholder="Enter text to summarize..."),
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outputs=gr.Textbox()
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)
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# Launch the Gradio app
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iface.launch()
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