nerugm-pt-pl20-2 / eval_results.json
apwic's picture
End of training
f076397 verified
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.8322147651006712,
"eval_LOCATION_number": 72,
"eval_LOCATION_precision": 0.8051948051948052,
"eval_LOCATION_recall": 0.8611111111111112,
"eval_ORGANIZATION_f1": 0.7749999999999999,
"eval_ORGANIZATION_number": 75,
"eval_ORGANIZATION_precision": 0.7294117647058823,
"eval_ORGANIZATION_recall": 0.8266666666666667,
"eval_PERSON_f1": 0.910299003322259,
"eval_PERSON_number": 143,
"eval_PERSON_precision": 0.8670886075949367,
"eval_PERSON_recall": 0.958041958041958,
"eval_QUANTITY_f1": 0.6792452830188679,
"eval_QUANTITY_number": 23,
"eval_QUANTITY_precision": 0.6,
"eval_QUANTITY_recall": 0.782608695652174,
"eval_TIME_f1": 0.8679245283018868,
"eval_TIME_number": 26,
"eval_TIME_precision": 0.8518518518518519,
"eval_TIME_recall": 0.8846153846153846,
"eval_loss": 0.18969494104385376,
"eval_overall_accuracy": 0.9604703527645734,
"eval_overall_f1": 0.8435754189944135,
"eval_overall_precision": 0.8010610079575596,
"eval_overall_recall": 0.8908554572271387,
"eval_runtime": 0.3886,
"eval_samples": 187,
"eval_samples_per_second": 481.263,
"eval_steps_per_second": 7.721
}