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from transformers import pipeline
import gradio as gr
model = pipeline('summarization', model='facebook/bart-large-cnn')
def summarize(text):
summary = model(text)[0]['summary_text']
return summary
with gr.Blocks() as ui:
textbox = gr.Textbox(placeholder='Enter text to summarize', label='input')
gr.Interface(fn=summarize, inputs=textbox, outputs='text')
if __name__ == '__main__':
ui.launch() |