aaqibkhan039 commited on
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ab51985
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Update app.py

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  1. app.py +27 -0
app.py CHANGED
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+ # Import necessary modules
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+ import gradio as gr
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+ from transformers import MarianMTModel, MarianTokenizer
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+
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+ # Load the English to Urdu translation model
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+ model_name = "Helsinki-NLP/opus-mt-en-ur"
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+ tokenizer = MarianTokenizer.from_pretrained(model_name)
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+ model = MarianMTModel.from_pretrained(model_name)
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+
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+ # Define the translation function
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+ def translate(text):
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+ inputs = tokenizer(text, return_tensors="pt", padding=True, truncation=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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+
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+ # Create the Gradio interface
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+ iface = gr.Interface(
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+ fn=translate,
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+ inputs=gr.Textbox(lines=5, placeholder="Enter English text here..."),
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+ outputs=gr.Textbox(label="Translated Urdu Text"),
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+ title="English to Urdu Translator",
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+ description="Enter text in English and get the Urdu translation instantly."
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+ )
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+
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+ # Launch the app
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+ iface.launch()