f1 = 0.8257403189066059
loss = 0.2610532774460986
precision = 0.8037694013303769
recall = 0.8489461358313818
report =               precision    recall  f1-score   support

        DATE       0.72      0.79      0.75       113
         LOC       0.80      0.79      0.80       209
         ORG       0.76      0.89      0.82       153
         PER       0.85      0.88      0.87       379

   micro avg       0.80      0.85      0.83       854
   macro avg       0.78      0.84      0.81       854
weighted avg       0.81      0.85      0.83       854