astro21 commited on
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1 Parent(s): 03f58c0

Update app.py

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  1. app.py +17 -0
app.py CHANGED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Load the text summarization pipeline
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+ summarizer = pipeline("summarization", model="astro21/Llama-2-7b-chat-hf")
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+
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+ def summarize_text(input_text):
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+ # Use the summarization pipeline to generate a summary
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+ summarized_text = summarizer(input_text, max_length=128, min_length=64, do_sample=False , wait_for_model = True)
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+ return summarized_text[0]['summary_text']
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+
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+ gr.Interface(
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+ fn=summarize_text,
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+ inputs=gr.inputs.Textbox(label="Enter the text to summarize"),
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+ outputs=gr.outputs.Textbox(label="Summarized Text"),
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+ title="Text Summarizer",
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+ ).launch()