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from transformers import PegasusForConditionalGeneration,PegasusTokenizer
import gradio as grad
mdl_name = "google/pegasus-xsum"
pegasus_tkn = PegasusTokenizer.from_pretrained(mdl_name)
mdl = PegasusForConditionalGeneration.from_pretrained(mdl_name)
def summarize(text):
tokens = pegasus_tkn(text,
truncation = True,
padding="longest",
return_tensors="pt")
txt_summary = mdl.generate(**tokens)
response = pegasus_tkn.batch_decode(txt_summary,
skip_special_tokens=True)
return response
txt = grad.Textbox(lines = 10,
label = "English",
placeholder = "English Text here")
out = grad.Textbox(lines = 10,
label = "Summary")
grad.Interface(summarize,
inputs = txt,
outputs = out).launch() |