nerugm-lora-r8-4 / eval_results.json
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{
"epoch": 100.0,
"eval_LOCATION_f1": 0.7820512820512822,
"eval_LOCATION_number": 73,
"eval_LOCATION_precision": 0.7349397590361446,
"eval_LOCATION_recall": 0.8356164383561644,
"eval_ORGANIZATION_f1": 0.7183098591549296,
"eval_ORGANIZATION_number": 65,
"eval_ORGANIZATION_precision": 0.6623376623376623,
"eval_ORGANIZATION_recall": 0.7846153846153846,
"eval_PERSON_f1": 0.8938906752411575,
"eval_PERSON_number": 150,
"eval_PERSON_precision": 0.8633540372670807,
"eval_PERSON_recall": 0.9266666666666666,
"eval_QUANTITY_f1": 0.676923076923077,
"eval_QUANTITY_number": 29,
"eval_QUANTITY_precision": 0.6111111111111112,
"eval_QUANTITY_recall": 0.7586206896551724,
"eval_TIME_f1": 0.8378378378378379,
"eval_TIME_number": 34,
"eval_TIME_precision": 0.775,
"eval_TIME_recall": 0.9117647058823529,
"eval_loss": 0.1317785680294037,
"eval_overall_accuracy": 0.9586512429239479,
"eval_overall_f1": 0.8128342245989305,
"eval_overall_precision": 0.7657430730478589,
"eval_overall_recall": 0.8660968660968661,
"eval_runtime": 0.936,
"eval_samples": 187,
"eval_samples_per_second": 199.795,
"eval_steps_per_second": 3.205
}