Early Stopping: Why Did Your Machine Learning Model Stop Training?

Why most models are small and LLMs are large

PLAIOFFS24. Image by Author.

When training supervised machine learning models, early stopping is a commonly used technique to mitigate overfitting. Early stopping involves monitoring a model’s performance on a validation set during training and stopping the training process once the model’s performance…