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| import gradio as gr | |
| from transformers import pipeline | |
| pipe = pipeline("translation", model="t5-base", tokenizer_kwargs={"model_max_length": 1024}) | |
| def translate(text, target_language): | |
| if text is None or text == "": | |
| return "" | |
| return pipe(text, target_language=target_language)[0]["translation_text"] | |
| def translate_callback(english, language_select): | |
| if english is None or english == "": | |
| return "" | |
| target_language = "de" if language_select == "German" else "fr" if language_select == "French" else "lo" | |
| translated_text = translate(english, target_language) | |
| return translated_text | |
| def clear_callback(english): | |
| return "" | |
| def main(): | |
| english_textbox = gr.inputs.Textbox(label="English text") | |
| language_select = gr.inputs.Dropdown(label="Translate to", choices=["German", "French", "Lao"]) | |
| translated_textbox = gr.outputs.Textbox(label="Translated Text") | |
| translate_interface = gr.Interface( | |
| fn=translate_callback, | |
| inputs=[english_textbox, language_select], | |
| outputs=translated_textbox, | |
| title="Text Translation", | |
| description="Translate English text to German, French, or Lao." | |
| ) | |
| clear_interface = gr.Interface( | |
| fn=clear_callback, | |
| inputs=english_textbox, | |
| outputs=translated_textbox, | |
| title="Text Translation", | |
| description="Translate English text to German, French, or Lao." | |
| ) | |
| iface = gr.Interface( | |
| fn=translate_callback, | |
| inputs=[english_textbox, language_select], | |
| outputs=translated_textbox, | |
| title="Text Translation", | |
| description="Translate English text to German, French, or Lao." | |
| ) | |
| iface.launch() | |
| if __name__ == "__main__": | |
| main() | |