Create app.py

app.py

@@ -0,0 +1,19 @@
+from transformers import AutoModelForSeqLM, AutoTokenizer
+
+import gradio as gd 
+
+mdl_name = "Helsinki-NLP/opus-mt-en-de"
+
+tk = AutoTokenizer.from_pretrained(mdl_name)
+model = AutoModelForSeqLM.from_pretrained(mdl_name)
+
+def translate(text):
+    encodings = tk(text, return_tensors="pt")
+    outputs = model.generate(**encodings)
+
+    response = tk.decode(outputs[0], skip_special_tokens=True)
+
+    return response
+
+gd.Interface(translate, inputs=["text",], outputs="text").launch()
+