app.py

import gradio as gr

from transformers import pipeline

pipe = pipeline("translation", model="t5-base")

def translate(text):
  return pipe(text)[0]["translation_text"]

with gr.Blocks() as demo:
    with gr.Row():
        with gr.Column():
            english = gr.Textbox(label="English text")
            translate_btn = gr.Button(value="Translate")
        with gr.Column():
            german = gr.Textbox(label="German text")
            
    translate_btn.click(translate, inputs=english, outputs=german)
    examples = gr.Examples(["I went to the supermarket yesterday.",
                                     "Helen is a good swimmer."], english)
    
demo.launch()