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from transformers import pipeline
import gradio as gr
summarizer = pipeline("summarization")
def translate(text):
text = text.replace(""",'"').replace("'","'").replace("&","&")
result = summarizer(text,min_length=180,truncation=True,clean_up_tokenization_spaces=True)
return result[0]["summary_text"]
iface = gr.Interface(fn=translate,
input = gr.inputs.Textbox(lines=10,placeholder="Enter text to summarize..."),
outputs="text")
iface.launch() |