nerugm-lora-r8-4 / eval_results.json
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{
"epoch": 100.0,
"eval_LOCATION_f1": 0.7948717948717949,
"eval_LOCATION_number": 73,
"eval_LOCATION_precision": 0.7469879518072289,
"eval_LOCATION_recall": 0.8493150684931506,
"eval_ORGANIZATION_f1": 0.7397260273972603,
"eval_ORGANIZATION_number": 65,
"eval_ORGANIZATION_precision": 0.6666666666666666,
"eval_ORGANIZATION_recall": 0.8307692307692308,
"eval_PERSON_f1": 0.8817891373801918,
"eval_PERSON_number": 150,
"eval_PERSON_precision": 0.8466257668711656,
"eval_PERSON_recall": 0.92,
"eval_QUANTITY_f1": 0.676923076923077,
"eval_QUANTITY_number": 29,
"eval_QUANTITY_precision": 0.6111111111111112,
"eval_QUANTITY_recall": 0.7586206896551724,
"eval_TIME_f1": 0.8,
"eval_TIME_number": 34,
"eval_TIME_precision": 0.7317073170731707,
"eval_TIME_recall": 0.8823529411764706,
"eval_loss": 0.1360514611005783,
"eval_overall_accuracy": 0.9564361309377307,
"eval_overall_f1": 0.8105960264900662,
"eval_overall_precision": 0.7574257425742574,
"eval_overall_recall": 0.8717948717948718,
"eval_runtime": 0.3948,
"eval_samples": 187,
"eval_samples_per_second": 473.712,
"eval_steps_per_second": 7.6
}