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import gradio as gr
from transformers import pipeline
summarizer = pipeline("summarization", model="t5-base",tokenizer="t5-small",truncation=True,framework="tf")
def translate(text):
text = text.replace('"','"')
text = text.replace(''',"'")
text = text.replace('&',"&")
result = summarizer(text, min_length=180, truncation=True)
return result[0]["summary_text"]
# To create interface.
iface = gr.Interface(
fn=translate, # name of the function app.
inputs=gr.Textbox(lines=10, placeholder="Enter text to summarize..."),
outputs=gr.Textbox()
)
iface.launch()
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