AnswerBun.com

Is it good practice to save NLP Transformer based pre-trained models into file system in production environment

Artificial Intelligence Asked by Murugesh on December 9, 2020

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 ?

Add your own answers!

Related Questions

Measuring novel configuration of points

1  Asked on February 7, 2021 by vaibhav-thakkar

     

Computation of initial adjoint for NODE

1  Asked on January 28, 2021 by seewoo-lee

   

Ask a Question

Get help from others!

© 2022 AnswerBun.com. All rights reserved. Sites we Love: PCI Database, MenuIva, UKBizDB, Menu Kuliner, Sharing RPP