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Create app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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# Load translation pipeline
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pipe = pipeline("translation", model="chi-vi/hirashiba-mt-tiny-zh-vi")
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def translate_text(input_text):
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output_text = pipe(input_text, max_length=512)[0]['translation_text']
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return output_text
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if __name__ == '__main__':
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with gr.Blocks() as app:
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gr.Markdown('## Chinese to Vietnamese Translation')
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with gr.Row():
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with gr.Column(scale=1):
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input_text = gr.Textbox(label='Input Chinese Text', lines=5, placeholder='Enter Chinese text here...')
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translate_button = gr.Button('Translate')
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output_text = gr.Textbox(label='Output Vietnamese Text', lines=5, interactive=False)
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translate_button.click(
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fn=translate_text,
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inputs=input_text,
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outputs=output_text
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)
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app.launch()
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