Artificial Intelligence, Machine Learning, Bert, Healthcare, AI.
8 (to fit on a small GPU). We also set up an early stopping callback with patience of 3 to stop automatically the training, if the metric doesn’t get better during 3 epochs in a row. We used seqeval for evaluation to be able to get an overall accuracy, recall and f1-score for all the sequences.