Create app.py

app.py

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+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, api_name="translate-to-german")
+    examples = gr.Examples(examples=["I went to the supermarket yesterday.", "Helen is a good swimmer."],
+                           inputs=[english])