nerugm-pt-pl5-4 / eval_results.json
apwic's picture
End of training
2888896 verified
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.8181818181818182,
"eval_LOCATION_number": 73,
"eval_LOCATION_precision": 0.7777777777777778,
"eval_LOCATION_recall": 0.863013698630137,
"eval_ORGANIZATION_f1": 0.7808219178082192,
"eval_ORGANIZATION_number": 65,
"eval_ORGANIZATION_precision": 0.7037037037037037,
"eval_ORGANIZATION_recall": 0.8769230769230769,
"eval_PERSON_f1": 0.896103896103896,
"eval_PERSON_number": 150,
"eval_PERSON_precision": 0.8734177215189873,
"eval_PERSON_recall": 0.92,
"eval_QUANTITY_f1": 0.75,
"eval_QUANTITY_number": 29,
"eval_QUANTITY_precision": 0.6857142857142857,
"eval_QUANTITY_recall": 0.8275862068965517,
"eval_TIME_f1": 0.7733333333333334,
"eval_TIME_number": 34,
"eval_TIME_precision": 0.7073170731707317,
"eval_TIME_recall": 0.8529411764705882,
"eval_loss": 0.17432990670204163,
"eval_overall_accuracy": 0.958897366477972,
"eval_overall_f1": 0.8326639892904953,
"eval_overall_precision": 0.7853535353535354,
"eval_overall_recall": 0.886039886039886,
"eval_runtime": 0.3657,
"eval_samples": 187,
"eval_samples_per_second": 511.328,
"eval_steps_per_second": 8.203
}