aquibali01 commited on
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Create App.py

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  1. App.py +26 -0
App.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
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+
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+ # Load the model and tokenizer
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+ model_name = "facebook/codegen-350M-mono"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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+
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+ # Function to translate Python code to JavaScript
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+ def translate_code(python_code):
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+ inputs = tokenizer(python_code, return_tensors="pt", max_length=512, truncation=True)
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+ outputs = model.generate(**inputs, max_length=512, num_beams=5, early_stopping=True)
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+ translated_code = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ return translated_code
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+
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+ # Gradio interface
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+ interface = gr.Interface(
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+ fn=translate_code,
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+ inputs="text",
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+ outputs="text",
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+ title="Python to JavaScript Code Translator",
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+ description="Paste your Python code, and it will be translated into JavaScript.",
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+ )
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+
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+ # Launch the app
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+ interface.launch()