app.py

from transformers import pipeline 
import gradio as gr

summarizer = pipeline("summarization", model="t5-base", tokenizer="t5-base", truncation=True, framework="tf")

def translate(text):
    results = summarizer(text, min_length=180, truncation = True)
    return results

iface = gr.Interface(
    fn=translate, 
    inputs= gr.inputs.Textbox(lines=10, placeholder = "Enter text to summarize ... "), 
    outputs = "text"
)

iface.launch()