nerugm-lora-r16-2 / eval_results.json
apwic's picture
End of training
249e382 verified
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.8051948051948052,
"eval_LOCATION_number": 72,
"eval_LOCATION_precision": 0.7560975609756098,
"eval_LOCATION_recall": 0.8611111111111112,
"eval_ORGANIZATION_f1": 0.7810650887573964,
"eval_ORGANIZATION_number": 75,
"eval_ORGANIZATION_precision": 0.7021276595744681,
"eval_ORGANIZATION_recall": 0.88,
"eval_PERSON_f1": 0.8881578947368421,
"eval_PERSON_number": 143,
"eval_PERSON_precision": 0.8385093167701864,
"eval_PERSON_recall": 0.9440559440559441,
"eval_QUANTITY_f1": 0.6428571428571429,
"eval_QUANTITY_number": 23,
"eval_QUANTITY_precision": 0.5454545454545454,
"eval_QUANTITY_recall": 0.782608695652174,
"eval_TIME_f1": 0.7636363636363636,
"eval_TIME_number": 26,
"eval_TIME_precision": 0.7241379310344828,
"eval_TIME_recall": 0.8076923076923077,
"eval_loss": 0.14785712957382202,
"eval_overall_accuracy": 0.9589692269201902,
"eval_overall_f1": 0.8184281842818428,
"eval_overall_precision": 0.7568922305764411,
"eval_overall_recall": 0.8908554572271387,
"eval_runtime": 0.3723,
"eval_samples": 187,
"eval_samples_per_second": 502.289,
"eval_steps_per_second": 8.058
}