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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"]
def greet(name):
return "Hello " + name + "!!"
# iface = gr.Interface(fn=greet, inputs="text", outputs="text")
iface = gr.Interface(fn=translate, inputs=gr.inputs.Textbox(lines=10, placeholder="Enter text to summarize..."),
outputs="text")
iface.launch() |