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Update app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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# Load
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summarizer = pipeline("summarization", model="Curative/t5-summarizer-cnn")
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# Define
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def summarize_text(input_text):
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# Create
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fn=summarize_text,
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inputs=gr.Textbox(lines=
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outputs="text",
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title="T5
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description="
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)
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# Launch
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import gradio as gr
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from transformers import pipeline
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# Load your summarization model
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summarizer = pipeline("summarization", model="Curative/t5-summarizer-cnn")
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# Define function for Gradio
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def summarize_text(input_text):
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if not input_text.strip():
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return "Please enter some text to summarize."
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result = summarizer(input_text, max_length=150, min_length=40, do_sample=False)
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return result[0]['summary_text']
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# Create Gradio interface
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demo = gr.Interface(
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fn=summarize_text,
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inputs=gr.Textbox(lines=10, placeholder="Enter text to summarize..."),
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outputs="text",
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title="T5 Summarizer (CNN/DailyMail)",
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description="A fine-tuned T5 model for text summarization (based on cnn_dailymail v3.0.0)."
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)
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# Launch app
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demo.launch()
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