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from transformers import pipeline | |
import gradio as gr | |
#model | |
model = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6") #model="sshleifer/distilbart-cnn-12-6") | |
def func(article): | |
article_length = article.split() | |
words = len(article_length) | |
if words>900: | |
return "Oops!😰, I can't summarize text that long, please shorten the text🥺" | |
else: | |
return (model(article, max_length=100, do_sample=False)) | |
app = gr.Interface(fn=func, inputs="textbox", outputs="textbox", title="InfluencerAI-Summarizer") | |
app.launch() |