napsternxg's picture
End of training
e419073
{
"epoch": 3.0,
"eval_COMMENT": {
"f1": 0.686698717948718,
"number": 6900,
"precision": 0.6367013372956909,
"recall": 0.7452173913043478
},
"eval_NAME": {
"f1": 0.8063509749303622,
"number": 8840,
"precision": 0.7944017563117454,
"recall": 0.8186651583710407
},
"eval_QTY": {
"f1": 0.9852889911455065,
"number": 7169,
"precision": 0.9849456370225815,
"recall": 0.9856325847398522
},
"eval_RANGE_END": {
"f1": 0.7753303964757708,
"number": 94,
"precision": 0.6616541353383458,
"recall": 0.9361702127659575
},
"eval_UNIT": {
"f1": 0.9501215525190712,
"number": 5778,
"precision": 0.9213136075434889,
"recall": 0.9807892004153687
},
"eval_loss": 0.47944486141204834,
"eval_overall_accuracy": 0.8303564613388291,
"eval_overall_f1": 0.84812789230122,
"eval_overall_precision": 0.8223469520950267,
"eval_overall_recall": 0.875577638025086,
"eval_runtime": 11.7544,
"eval_samples_per_second": 723.647,
"eval_steps_per_second": 22.63
}