f1 = 0.8310648518815053
loss = 0.24819360812589844
precision = 0.8225039619651348
recall = 0.8398058252427184
report =               precision    recall  f1-score   support

        DATE       0.82      0.81      0.82       112
         LOC       0.76      0.86      0.81       109
         ORG       0.81      0.86      0.83       172
         PER       0.87      0.83      0.85       225

   micro avg       0.82      0.84      0.83       618
   macro avg       0.82      0.84      0.83       618
weighted avg       0.82      0.84      0.83       618