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I have developed a multi label classifier using BERT. I'm leveraging Hugging Face Pytorch implementation for transformers.

I have saved the pretrained model into the file directory in dev environment. Now, the application is ready to be moved the production environment.

Is it a good practice to save the models into file system in prod ? Can I serialize the model files and word embeddings into any DB and read again ?

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