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import torch | |
import gradio as gr | |
# Use a pipeline as a high-level helper | |
from transformers import pipeline | |
# text_summary = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6", torch_dtype=torch.bfloat16) | |
text_summary = pipeline("summarization", model="Falconsai/text_summarization") | |
def summary(input): | |
output = text_summary(input) | |
return output[0]['summary_text'] | |
gr.close_all() | |
# demo = gr.Interface(fn=summary, inputs="text",outputs="text") | |
demo = gr.Interface(fn=summary, | |
inputs=[gr.Textbox(label="Input text to summarize", lines=6)], | |
outputs=[gr.Textbox(label="Summarized text", lines=4)], | |
title="Text Summarizer", | |
description="THIS APPLICATION WILL BE USED TO SUMMARIZE THE TEXT") | |
demo.launch(share=True) | |