app.py

from transformers import T5ForConditionalGeneration, T5Tokenizer
import gradio as grad
text2text_tkn= T5Tokenizer.from_pretrained("t5-small")
mdl = T5ForConditionalGeneration.from_pretrained("t5-small")
def text2text_translation(text):
 inp = "translate English to German:: "+text
 enc = text2text_tkn(inp, return_tensors="pt")
 tokens = mdl.generate(**enc)
 response=text2text_tkn.batch_decode(tokens)
 return response
para=grad.Textbox(lines=1, label="English Text", placeholder="Text in English")
out=grad.Textbox(lines=1, label="German Translation")
grad.Interface(text2text_translation, inputs=para, 
outputs=out).launch()