import gradio as gr
from transformers import pipeline, AutoTokenizer, AutoModelForSeq2SeqLM

tokenizer = AutoTokenizer.from_pretrained("google/pegasus-xsum")

model = AutoModelForSeq2SeqLM.from_pretrained("google/pegasus-xsum")

pipe = pipeline(task="summarization", 
                model=model,
                tokenizer=tokenizer)
                
gr.Interface.from_pipeline(gr.Interface.load("huggingface/google/pegasus-xsum"), 
                           title="Summarization using pegasus",
                           description="Summarization description",
                           allow_flagging="never").launch(inbrowser=True)