f1 = 0.8048151332760104
loss = 0.3012628536510995
precision = 0.7735537190082644
recall = 0.8387096774193549
report =               precision    recall  f1-score   support

        DATE       0.73      0.78      0.75       106
         LOC       0.80      0.86      0.83       227
         ORG       0.58      0.69      0.63        83
         PER       0.90      0.93      0.91       142

   micro avg       0.77      0.84      0.80       558
   macro avg       0.75      0.82      0.78       558
weighted avg       0.78      0.84      0.81       558