shafiquebhutto commited on
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776b007
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Update app.py

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  1. app.py +28 -0
app.py CHANGED
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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 pre-trained translation model (English to Urdu)
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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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+ # Function to translate English text to Urdu
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+ def translate_text(text):
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+ if not text.strip():
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+ return "Please enter some text to translate."
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+ inputs = tokenizer(text, return_tensors="pt", padding=True, truncation=True)
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+ translated_tokens = model.generate(**inputs)
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+ translated_text = tokenizer.decode(translated_tokens[0], skip_special_tokens=True)
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+ return translated_text
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+
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+ # Gradio Interface
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+ iface = gr.Interface(
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+ fn=translate_text,
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+ inputs=gr.Textbox(lines=3, 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."
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+ )
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+
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+ # Launch the Gradio app
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+ iface.launch()