app.py

import gradio as gr
from simplet5 import SimpleT5

model = SimpleT5()
# let's load the trained model for inferencing:
model.load_model("byt5","hantech/byt5_correct2", use_gpu=False)

def predict(text):
    result = model.predict('correct: '+text)
    return result[0]

gr.Interface(predict, [gr.Textbox(label="Text")], gr.Textbox()).launch()