|
{
|
|
"eval_loss": 0.062092795968055725,
|
|
"eval_f1": 0.7617369641587196,
|
|
"eval_recall": 0.7967042497831743,
|
|
"eval_accuracy": 0.9821096951844263,
|
|
"eval_precision": 0.7301653204843213,
|
|
"eval_classification_report": {
|
|
"EVT": {
|
|
"precision": 0.7176220806794055,
|
|
"recall": 0.7502774694783574,
|
|
"f1-score": 0.7335865436787845,
|
|
"support": 901
|
|
},
|
|
"LOC": {
|
|
"precision": 0.7591863517060368,
|
|
"recall": 0.8615040953090097,
|
|
"f1-score": 0.8071154516916638,
|
|
"support": 1343
|
|
},
|
|
"ORG": {
|
|
"precision": 0.7531831537708129,
|
|
"recall": 0.77834008097166,
|
|
"f1-score": 0.7655550024888004,
|
|
"support": 988
|
|
},
|
|
"PER": {
|
|
"precision": 0.8291905672402804,
|
|
"recall": 0.8690714762859052,
|
|
"f1-score": 0.8486627527723418,
|
|
"support": 1497
|
|
},
|
|
"PRD": {
|
|
"precision": 0.6442762535477767,
|
|
"recall": 0.6663405088062623,
|
|
"f1-score": 0.6551226551226551,
|
|
"support": 1022
|
|
},
|
|
"micro avg": {
|
|
"precision": 0.7498773106494356,
|
|
"recall": 0.7970787689097548,
|
|
"f1-score": 0.772757923128793,
|
|
"support": 5751
|
|
},
|
|
"macro avg": {
|
|
"precision": 0.7406916813888624,
|
|
"recall": 0.785106726170239,
|
|
"f1-score": 0.7620084811508491,
|
|
"support": 5751
|
|
},
|
|
"weighted avg": {
|
|
"precision": 0.7494450236903917,
|
|
"recall": 0.7970787689097548,
|
|
"f1-score": 0.7722603659139234,
|
|
"support": 5751
|
|
}
|
|
},
|
|
"eval_runtime": 3.2082,
|
|
"eval_samples_per_second": 638.365,
|
|
"eval_steps_per_second": 4.987,
|
|
"epoch": 18.28821811100292,
|
|
"train_loss": 0.018
|
|
} |