Create app.py

app.py

@@ -0,0 +1,14 @@
+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()