Create app.py

app.py

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+from transformers import pipeline
+
+# build the rranslation pipeline with the pre-trained model
+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")
+    example = gr.Examples(examples=["I went to the supermarket yesterday.", "Helen is a good swimmer."], inputs=[english])
+
+demo.launch()