Spaces:
Sleeping
Sleeping
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() | |