prelington commited on
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1 Parent(s): d299afe

Create inference.py

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  1. inference.py +21 -0
inference.py ADDED
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+ from transformers import pipeline
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+ import torch
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+
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+ # Load your model
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+ classifier = pipeline(
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+ "text-classification",
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+ model="your-username/your-model-name", # Replace with your model path
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+ tokenizer="your-username/your-model-name"
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+ )
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+
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+ def predict(text):
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+ """Simple prediction function"""
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+ result = classifier(text)
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+ return result
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+
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+ # Example usage
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+ if __name__ == "__main__":
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+ sample_text = "This is an amazing model!"
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+ prediction = predict(sample_text)
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+ print(f"Input: {sample_text}")
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+ print(f"Prediction: {prediction}")