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from transformers import pipeline
import gradio as gr
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']
iface=gr.Interface(
fn=translate,
inputs=gr.inputs.Textbox(lines=10,placeholder="Enter text to summarize ..."),
outputs="text"
)
# Testing changes
iface.launch() |