nerugm-lora-r8-1 / all_results.json
apwic's picture
End of training
5ef8db7 verified
raw
history blame
No virus
2.67 kB
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.7919463087248322,
"eval_LOCATION_number": 69,
"eval_LOCATION_precision": 0.7375,
"eval_LOCATION_recall": 0.855072463768116,
"eval_ORGANIZATION_f1": 0.704225352112676,
"eval_ORGANIZATION_number": 61,
"eval_ORGANIZATION_precision": 0.6172839506172839,
"eval_ORGANIZATION_recall": 0.819672131147541,
"eval_PERSON_f1": 0.8827160493827161,
"eval_PERSON_number": 153,
"eval_PERSON_precision": 0.8362573099415205,
"eval_PERSON_recall": 0.934640522875817,
"eval_QUANTITY_f1": 0.7246376811594203,
"eval_QUANTITY_number": 32,
"eval_QUANTITY_precision": 0.6756756756756757,
"eval_QUANTITY_recall": 0.78125,
"eval_TIME_f1": 0.823529411764706,
"eval_TIME_number": 31,
"eval_TIME_precision": 0.7567567567567568,
"eval_TIME_recall": 0.9032258064516129,
"eval_loss": 0.12820416688919067,
"eval_overall_accuracy": 0.961357443646272,
"eval_overall_f1": 0.8111702127659576,
"eval_overall_precision": 0.7512315270935961,
"eval_overall_recall": 0.8815028901734104,
"eval_runtime": 0.3979,
"eval_samples": 187,
"eval_samples_per_second": 470.003,
"eval_steps_per_second": 7.54,
"predict_LOCATION_f1": 0.8909090909090909,
"predict_LOCATION_number": 211,
"predict_LOCATION_precision": 0.8558951965065502,
"predict_LOCATION_recall": 0.9289099526066351,
"predict_ORGANIZATION_f1": 0.7973421926910299,
"predict_ORGANIZATION_number": 134,
"predict_ORGANIZATION_precision": 0.718562874251497,
"predict_ORGANIZATION_recall": 0.8955223880597015,
"predict_PERSON_f1": 0.9022082018927445,
"predict_PERSON_number": 299,
"predict_PERSON_precision": 0.8537313432835821,
"predict_PERSON_recall": 0.9565217391304348,
"predict_QUANTITY_f1": 0.822429906542056,
"predict_QUANTITY_number": 101,
"predict_QUANTITY_precision": 0.7787610619469026,
"predict_QUANTITY_recall": 0.8712871287128713,
"predict_TIME_f1": 0.9109947643979057,
"predict_TIME_number": 94,
"predict_TIME_precision": 0.8969072164948454,
"predict_TIME_recall": 0.925531914893617,
"predict_loss": 0.0599609799683094,
"predict_overall_accuracy": 0.9793169793169794,
"predict_overall_f1": 0.8730337078651687,
"predict_overall_precision": 0.8257173219978746,
"predict_overall_recall": 0.9261025029797377,
"predict_runtime": 0.9504,
"predict_samples_per_second": 493.501,
"predict_steps_per_second": 8.418,
"train_loss": 0.14307242384496724,
"train_runtime": 560.7825,
"train_samples": 1687,
"train_samples_per_second": 300.83,
"train_steps_per_second": 18.902
}