Spaces:
Sleeping
Sleeping
File size: 578 Bytes
12199af 7f8b8e9 12199af 7f8b8e9 12199af 248316d 12199af 2d9ae00 12199af |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 |
from transformers import pipeline
import gradio as gr
summarize = 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 = summarize(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 and hit enter"),
outputs="text"
)
iface.launch()
|