vivekdabhi80
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Upload assignment_8.py
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assignment_8.py
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import gradio as gr
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from transformers import MarianTokenizer, MarianMTModel
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# Load the translation model and tokenizer
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model_name = "Helsinki-NLP/opus-mt-en-ro"
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tokenizer = MarianTokenizer.from_pretrained(model_name)
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model = MarianMTModel.from_pretrained(model_name)
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def translate(text):
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# Tokenize and translate the input text
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inputs = tokenizer(text, return_tensors="pt")
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translation = model.generate(**inputs)
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translated_text = tokenizer.decode(translation[0], skip_special_tokens=True)
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return translated_text
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# Create a Gradio interface
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app = gr.Interface(
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fn=translate,
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inputs=gr.Textbox(label="Enter an English sentence:"),
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outputs=gr.Textbox(label="Romanian Translation:"),
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live=True,
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)
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if __name__ == "__main__":
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app.launch()
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