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Update requirements.txt to:gradio
#2
by Barat123 - opened
- requirements.txt to:gradio +2 -30
requirements.txt to:gradio
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# Load model and tokenizer
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model_name = "Helsinki-NLP/opus-mt-en-ml"
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tokenizer = MarianTokenizer.from_pretrained(model_name)
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model = MarianMTModel.from_pretrained(model_name)
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# Translation function
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def translate(text):
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if not text.strip():
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return "Please enter text."
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inputs = tokenizer(text, return_tensors="pt", padding=True)
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translated = model.generate(**inputs)
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output = tokenizer.decode(translated[0], skip_special_tokens=True)
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return output
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# Gradio UI
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interface = gr.Interface(
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fn=translate,
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inputs=gr.Textbox(lines=4, placeholder="Enter English text here..."),
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outputs=gr.Textbox(label="Malayalam Translation"),
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title="English to Malayalam Translator",
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description="Simple Malayalam translator using Hugging Face Transformers."
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)
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if __name__ == "__main__":
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interface.launch()
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gradio
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googletrans==4.0.0-rc1
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