f1 = 0.8246390760346486
loss = 0.24913267172271072
precision = 0.8147584632940281
recall = 0.8347622759158223
report =               precision    recall  f1-score   support

        DATE       0.70      0.81      0.75       413
         LOC       0.81      0.81      0.81       773
         ORG       0.80      0.83      0.82       540
         PER       0.90      0.87      0.88       840

   micro avg       0.81      0.83      0.82      2566
   macro avg       0.80      0.83      0.82      2566
weighted avg       0.82      0.83      0.83      2566