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import gradio as gr | |
from transformers import pipeline | |
summarizer = pipeline("summarization", model="facebook/bart-large-cnn") | |
def summarize_text(text): | |
summary = summarizer(text, max_length=130, min_length=30, do_sample=False) | |
return summary[0]['summary_text'] | |
iface = gr.Interface( | |
fn=summarize_text, | |
inputs=gr.Textbox(lines=10, label="Enter text to summarize"), | |
outputs=gr.Textbox(label="Summarized text"), | |
title="Summariser", | |
description="Enter text to get a concise summary." | |
) | |
iface.launch() |