A Framework for Monitoring and Retraining Language Models in Real-World Applications

Jaykumar Kasundra, Claudia Schulz, Melicaalsadat Mirsafian +1

In the Machine Learning (ML) model development lifecycle, training candidate models using an offline holdout dataset and identifying the best model for the given task is only the f…