|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 100.0, |
|
"eval_steps": 500, |
|
"global_step": 9600, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 1.1324371099472046, |
|
"learning_rate": 4.9500000000000004e-05, |
|
"loss": 0.8428, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_LOCATION_f1": 0.07272727272727272, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.23529411764705882, |
|
"eval_LOCATION_recall": 0.043010752688172046, |
|
"eval_ORGANIZATION_f1": 0.2706766917293233, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.2317596566523605, |
|
"eval_ORGANIZATION_recall": 0.3253012048192771, |
|
"eval_PERSON_f1": 0.31309904153354634, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.28654970760233917, |
|
"eval_PERSON_recall": 0.34507042253521125, |
|
"eval_loss": 0.3884907364845276, |
|
"eval_overall_accuracy": 0.869684499314129, |
|
"eval_overall_f1": 0.2603406326034063, |
|
"eval_overall_precision": 0.25415676959619954, |
|
"eval_overall_recall": 0.26683291770573564, |
|
"eval_runtime": 0.6812, |
|
"eval_samples_per_second": 249.575, |
|
"eval_steps_per_second": 4.404, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.9713420867919922, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.3617, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_LOCATION_f1": 0.3596491228070176, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.3037037037037037, |
|
"eval_LOCATION_recall": 0.44086021505376344, |
|
"eval_ORGANIZATION_f1": 0.5814696485623003, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.6190476190476191, |
|
"eval_ORGANIZATION_recall": 0.5481927710843374, |
|
"eval_PERSON_f1": 0.5706051873198846, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.48292682926829267, |
|
"eval_PERSON_recall": 0.6971830985915493, |
|
"eval_loss": 0.21714521944522858, |
|
"eval_overall_accuracy": 0.9316872427983539, |
|
"eval_overall_f1": 0.5202702702702703, |
|
"eval_overall_precision": 0.47433264887063653, |
|
"eval_overall_recall": 0.5760598503740648, |
|
"eval_runtime": 0.636, |
|
"eval_samples_per_second": 267.295, |
|
"eval_steps_per_second": 4.717, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.8544023036956787, |
|
"learning_rate": 4.85e-05, |
|
"loss": 0.1955, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_LOCATION_f1": 0.7727272727272727, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8192771084337349, |
|
"eval_LOCATION_recall": 0.7311827956989247, |
|
"eval_ORGANIZATION_f1": 0.7717391304347826, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.7029702970297029, |
|
"eval_ORGANIZATION_recall": 0.8554216867469879, |
|
"eval_PERSON_f1": 0.968421052631579, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.965034965034965, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.1000150665640831, |
|
"eval_overall_accuracy": 0.9681755829903979, |
|
"eval_overall_f1": 0.8395657418576598, |
|
"eval_overall_precision": 0.8130841121495327, |
|
"eval_overall_recall": 0.8678304239401496, |
|
"eval_runtime": 0.6673, |
|
"eval_samples_per_second": 254.774, |
|
"eval_steps_per_second": 4.496, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 1.1749948263168335, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.1335, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_LOCATION_f1": 0.7959183673469389, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.7572815533980582, |
|
"eval_LOCATION_recall": 0.8387096774193549, |
|
"eval_ORGANIZATION_f1": 0.8109589041095889, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.7437185929648241, |
|
"eval_ORGANIZATION_recall": 0.891566265060241, |
|
"eval_PERSON_f1": 0.9652777777777778, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.952054794520548, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.08597932755947113, |
|
"eval_overall_accuracy": 0.9714677640603566, |
|
"eval_overall_f1": 0.8598351001177856, |
|
"eval_overall_precision": 0.8147321428571429, |
|
"eval_overall_recall": 0.9102244389027432, |
|
"eval_runtime": 0.6604, |
|
"eval_samples_per_second": 257.436, |
|
"eval_steps_per_second": 4.543, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.6283699870109558, |
|
"learning_rate": 4.75e-05, |
|
"loss": 0.1071, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_LOCATION_f1": 0.8686868686868686, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.819047619047619, |
|
"eval_LOCATION_recall": 0.9247311827956989, |
|
"eval_ORGANIZATION_f1": 0.880952380952381, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8705882352941177, |
|
"eval_ORGANIZATION_recall": 0.891566265060241, |
|
"eval_PERSON_f1": 0.9754385964912281, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.972027972027972, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.06288647651672363, |
|
"eval_overall_accuracy": 0.9813443072702333, |
|
"eval_overall_f1": 0.910866910866911, |
|
"eval_overall_precision": 0.8923444976076556, |
|
"eval_overall_recall": 0.9301745635910225, |
|
"eval_runtime": 0.6328, |
|
"eval_samples_per_second": 268.66, |
|
"eval_steps_per_second": 4.741, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 0.7255609035491943, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.0956, |
|
"step": 576 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_LOCATION_f1": 0.8682926829268293, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.7946428571428571, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.8875739644970415, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.872093023255814, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.053115665912628174, |
|
"eval_overall_accuracy": 0.9829903978052126, |
|
"eval_overall_f1": 0.9152542372881356, |
|
"eval_overall_precision": 0.8894117647058823, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.627, |
|
"eval_samples_per_second": 271.122, |
|
"eval_steps_per_second": 4.785, |
|
"step": 576 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 1.3008713722229004, |
|
"learning_rate": 4.6500000000000005e-05, |
|
"loss": 0.083, |
|
"step": 672 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_LOCATION_f1": 0.8663101604278075, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8617021276595744, |
|
"eval_LOCATION_recall": 0.8709677419354839, |
|
"eval_ORGANIZATION_f1": 0.8725212464589235, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8235294117647058, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05037233233451843, |
|
"eval_overall_accuracy": 0.9832647462277092, |
|
"eval_overall_f1": 0.9088699878493317, |
|
"eval_overall_precision": 0.8862559241706162, |
|
"eval_overall_recall": 0.9326683291770573, |
|
"eval_runtime": 0.6164, |
|
"eval_samples_per_second": 275.782, |
|
"eval_steps_per_second": 4.867, |
|
"step": 672 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 0.7086864113807678, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.0784, |
|
"step": 768 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_LOCATION_f1": 0.8502415458937198, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.7719298245614035, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.8753799392097266, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8834355828220859, |
|
"eval_ORGANIZATION_recall": 0.8674698795180723, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05147531256079674, |
|
"eval_overall_accuracy": 0.9818930041152263, |
|
"eval_overall_f1": 0.9059829059829061, |
|
"eval_overall_precision": 0.8875598086124402, |
|
"eval_overall_recall": 0.9251870324189526, |
|
"eval_runtime": 0.626, |
|
"eval_samples_per_second": 271.558, |
|
"eval_steps_per_second": 4.792, |
|
"step": 768 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 0.5022886395454407, |
|
"learning_rate": 4.55e-05, |
|
"loss": 0.072, |
|
"step": 864 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_LOCATION_f1": 0.8958333333333334, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8686868686868687, |
|
"eval_LOCATION_recall": 0.9247311827956989, |
|
"eval_ORGANIZATION_f1": 0.9009009009009009, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8982035928143712, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.04265189915895462, |
|
"eval_overall_accuracy": 0.9860082304526749, |
|
"eval_overall_f1": 0.9282178217821783, |
|
"eval_overall_precision": 0.9213759213759214, |
|
"eval_overall_recall": 0.9351620947630923, |
|
"eval_runtime": 0.6359, |
|
"eval_samples_per_second": 267.337, |
|
"eval_steps_per_second": 4.718, |
|
"step": 864 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 0.7925252318382263, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.0688, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_LOCATION_f1": 0.89, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8317757009345794, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9107142857142857, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.968421052631579, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.965034965034965, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.046313099563121796, |
|
"eval_overall_accuracy": 0.9849108367626886, |
|
"eval_overall_f1": 0.9257003654080391, |
|
"eval_overall_precision": 0.9047619047619048, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.635, |
|
"eval_samples_per_second": 267.722, |
|
"eval_steps_per_second": 4.725, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"grad_norm": 0.376903772354126, |
|
"learning_rate": 4.4500000000000004e-05, |
|
"loss": 0.0621, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_LOCATION_f1": 0.914572864321608, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8584905660377359, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9174311926605505, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9316770186335404, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.04419618099927902, |
|
"eval_overall_accuracy": 0.9860082304526749, |
|
"eval_overall_f1": 0.9394313967861558, |
|
"eval_overall_precision": 0.9313725490196079, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6308, |
|
"eval_samples_per_second": 269.488, |
|
"eval_steps_per_second": 4.756, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 0.7413063645362854, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.0595, |
|
"step": 1152 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_LOCATION_f1": 0.9374999999999999, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9090909090909091, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9235474006116209, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.937888198757764, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.045279767364263535, |
|
"eval_overall_accuracy": 0.9873799725651577, |
|
"eval_overall_f1": 0.9451371571072319, |
|
"eval_overall_precision": 0.9451371571072319, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.628, |
|
"eval_samples_per_second": 270.712, |
|
"eval_steps_per_second": 4.777, |
|
"step": 1152 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"grad_norm": 0.575614869594574, |
|
"learning_rate": 4.35e-05, |
|
"loss": 0.0576, |
|
"step": 1248 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_LOCATION_f1": 0.91, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8504672897196262, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9268292682926829, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9382716049382716, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9788732394366197, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9788732394366197, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.04553345590829849, |
|
"eval_overall_accuracy": 0.9868312757201646, |
|
"eval_overall_f1": 0.9408866995073891, |
|
"eval_overall_precision": 0.9294403892944039, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.6217, |
|
"eval_samples_per_second": 273.463, |
|
"eval_steps_per_second": 4.826, |
|
"step": 1248 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"grad_norm": 0.5367061495780945, |
|
"learning_rate": 4.3e-05, |
|
"loss": 0.054, |
|
"step": 1344 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_LOCATION_f1": 0.9361702127659575, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9263157894736842, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9212121212121213, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.926829268292683, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.041482534259557724, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.942643391521197, |
|
"eval_overall_precision": 0.942643391521197, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.6192, |
|
"eval_samples_per_second": 274.558, |
|
"eval_steps_per_second": 4.845, |
|
"step": 1344 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"grad_norm": 0.7122671604156494, |
|
"learning_rate": 4.25e-05, |
|
"loss": 0.0491, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_LOCATION_f1": 0.925531914893617, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9157894736842105, |
|
"eval_LOCATION_recall": 0.9354838709677419, |
|
"eval_ORGANIZATION_f1": 0.9221556886227544, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9166666666666666, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.036706916987895966, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9440993788819876, |
|
"eval_overall_precision": 0.9405940594059405, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6348, |
|
"eval_samples_per_second": 267.784, |
|
"eval_steps_per_second": 4.726, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"grad_norm": 1.1978126764297485, |
|
"learning_rate": 4.2e-05, |
|
"loss": 0.0468, |
|
"step": 1536 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_LOCATION_f1": 0.9128205128205128, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8725490196078431, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9216867469879518, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9216867469879518, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.04370429739356041, |
|
"eval_overall_accuracy": 0.9865569272976681, |
|
"eval_overall_f1": 0.9407407407407408, |
|
"eval_overall_precision": 0.9315403422982885, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6383, |
|
"eval_samples_per_second": 266.338, |
|
"eval_steps_per_second": 4.7, |
|
"step": 1536 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"grad_norm": 0.49218180775642395, |
|
"learning_rate": 4.15e-05, |
|
"loss": 0.0466, |
|
"step": 1632 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_LOCATION_f1": 0.9157894736842105, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8969072164948454, |
|
"eval_LOCATION_recall": 0.9354838709677419, |
|
"eval_ORGANIZATION_f1": 0.913946587537092, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9005847953216374, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04270460084080696, |
|
"eval_overall_accuracy": 0.9876543209876543, |
|
"eval_overall_f1": 0.9358024691358026, |
|
"eval_overall_precision": 0.9266503667481663, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6391, |
|
"eval_samples_per_second": 265.99, |
|
"eval_steps_per_second": 4.694, |
|
"step": 1632 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"grad_norm": 0.3642722964286804, |
|
"learning_rate": 4.1e-05, |
|
"loss": 0.0442, |
|
"step": 1728 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_LOCATION_f1": 0.9263157894736843, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9072164948453608, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9151515151515153, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9207317073170732, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.03979617729783058, |
|
"eval_overall_accuracy": 0.9876543209876543, |
|
"eval_overall_f1": 0.9389788293897883, |
|
"eval_overall_precision": 0.9378109452736318, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.6398, |
|
"eval_samples_per_second": 265.693, |
|
"eval_steps_per_second": 4.689, |
|
"step": 1728 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"grad_norm": 1.037690281867981, |
|
"learning_rate": 4.05e-05, |
|
"loss": 0.0407, |
|
"step": 1824 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_LOCATION_f1": 0.9430051813471503, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.91, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9263803680981595, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.94375, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04469582438468933, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9476309226932669, |
|
"eval_overall_precision": 0.9476309226932669, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6332, |
|
"eval_samples_per_second": 268.466, |
|
"eval_steps_per_second": 4.738, |
|
"step": 1824 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"grad_norm": 0.3398281931877136, |
|
"learning_rate": 4e-05, |
|
"loss": 0.0391, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_LOCATION_f1": 0.9045226130653267, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8490566037735849, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9057750759878419, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9141104294478528, |
|
"eval_ORGANIZATION_recall": 0.8975903614457831, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04723087698221207, |
|
"eval_overall_accuracy": 0.9857338820301783, |
|
"eval_overall_f1": 0.9297163995067818, |
|
"eval_overall_precision": 0.9195121951219513, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.6325, |
|
"eval_samples_per_second": 268.763, |
|
"eval_steps_per_second": 4.743, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"grad_norm": 0.9918632507324219, |
|
"learning_rate": 3.9500000000000005e-05, |
|
"loss": 0.0387, |
|
"step": 2016 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"eval_LOCATION_f1": 0.9191919191919192, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8666666666666667, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.8888888888888888, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9113924050632911, |
|
"eval_ORGANIZATION_recall": 0.8674698795180723, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.046005215495824814, |
|
"eval_overall_accuracy": 0.9873799725651577, |
|
"eval_overall_f1": 0.929192546583851, |
|
"eval_overall_precision": 0.9257425742574258, |
|
"eval_overall_recall": 0.9326683291770573, |
|
"eval_runtime": 0.6246, |
|
"eval_samples_per_second": 272.187, |
|
"eval_steps_per_second": 4.803, |
|
"step": 2016 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"grad_norm": 0.2701110541820526, |
|
"learning_rate": 3.9000000000000006e-05, |
|
"loss": 0.0343, |
|
"step": 2112 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_LOCATION_f1": 0.9473684210526316, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9278350515463918, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9244712990936556, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9272727272727272, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.04117260500788689, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.6316, |
|
"eval_samples_per_second": 269.142, |
|
"eval_steps_per_second": 4.75, |
|
"step": 2112 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"grad_norm": 0.3225027322769165, |
|
"learning_rate": 3.85e-05, |
|
"loss": 0.0331, |
|
"step": 2208 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"eval_LOCATION_f1": 0.9157894736842105, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8969072164948454, |
|
"eval_LOCATION_recall": 0.9354838709677419, |
|
"eval_ORGANIZATION_f1": 0.9174311926605505, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9316770186335404, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04424041137099266, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9375, |
|
"eval_overall_precision": 0.9398496240601504, |
|
"eval_overall_recall": 0.9351620947630923, |
|
"eval_runtime": 0.6279, |
|
"eval_samples_per_second": 270.749, |
|
"eval_steps_per_second": 4.778, |
|
"step": 2208 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"grad_norm": 0.8494559526443481, |
|
"learning_rate": 3.8e-05, |
|
"loss": 0.0329, |
|
"step": 2304 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_LOCATION_f1": 0.9473684210526316, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9278350515463918, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9309309309309309, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9281437125748503, |
|
"eval_ORGANIZATION_recall": 0.9337349397590361, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04214971885085106, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9503722084367245, |
|
"eval_overall_precision": 0.945679012345679, |
|
"eval_overall_recall": 0.9551122194513716, |
|
"eval_runtime": 0.6347, |
|
"eval_samples_per_second": 267.825, |
|
"eval_steps_per_second": 4.726, |
|
"step": 2304 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"grad_norm": 0.9196493625640869, |
|
"learning_rate": 3.7500000000000003e-05, |
|
"loss": 0.0336, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_LOCATION_f1": 0.9374999999999999, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9090909090909091, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9325153374233127, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9788732394366197, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9788732394366197, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.047626204788684845, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9501246882793017, |
|
"eval_overall_precision": 0.9501246882793017, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6357, |
|
"eval_samples_per_second": 267.402, |
|
"eval_steps_per_second": 4.719, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"grad_norm": 0.2330346554517746, |
|
"learning_rate": 3.7e-05, |
|
"loss": 0.0313, |
|
"step": 2496 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_LOCATION_f1": 0.946808510638298, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9368421052631579, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9235294117647058, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9022988505747126, |
|
"eval_ORGANIZATION_recall": 0.9457831325301205, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.04078715667128563, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9494451294697903, |
|
"eval_overall_precision": 0.9390243902439024, |
|
"eval_overall_recall": 0.9600997506234414, |
|
"eval_runtime": 0.6352, |
|
"eval_samples_per_second": 267.628, |
|
"eval_steps_per_second": 4.723, |
|
"step": 2496 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"grad_norm": 0.33721673488616943, |
|
"learning_rate": 3.65e-05, |
|
"loss": 0.0287, |
|
"step": 2592 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"eval_LOCATION_f1": 0.9473684210526316, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9278350515463918, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9272727272727274, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9329268292682927, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04490111395716667, |
|
"eval_overall_accuracy": 0.9898491083676269, |
|
"eval_overall_f1": 0.9489414694894147, |
|
"eval_overall_precision": 0.9477611940298507, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6359, |
|
"eval_samples_per_second": 267.352, |
|
"eval_steps_per_second": 4.718, |
|
"step": 2592 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"grad_norm": 0.46604397892951965, |
|
"learning_rate": 3.6e-05, |
|
"loss": 0.03, |
|
"step": 2688 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_LOCATION_f1": 0.9263157894736843, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9072164948453608, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9262536873156342, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9075144508670521, |
|
"eval_ORGANIZATION_recall": 0.9457831325301205, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.042864300310611725, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9433497536945813, |
|
"eval_overall_precision": 0.9318734793187348, |
|
"eval_overall_recall": 0.9551122194513716, |
|
"eval_runtime": 0.6323, |
|
"eval_samples_per_second": 268.849, |
|
"eval_steps_per_second": 4.744, |
|
"step": 2688 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"grad_norm": 0.5060299038887024, |
|
"learning_rate": 3.55e-05, |
|
"loss": 0.031, |
|
"step": 2784 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"eval_LOCATION_f1": 0.946236559139785, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.946236559139785, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9321533923303834, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9132947976878613, |
|
"eval_ORGANIZATION_recall": 0.9518072289156626, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04162987321615219, |
|
"eval_overall_accuracy": 0.9898491083676269, |
|
"eval_overall_f1": 0.9504950495049505, |
|
"eval_overall_precision": 0.9434889434889435, |
|
"eval_overall_recall": 0.9576059850374065, |
|
"eval_runtime": 0.7055, |
|
"eval_samples_per_second": 240.973, |
|
"eval_steps_per_second": 4.252, |
|
"step": 2784 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"grad_norm": 1.1173897981643677, |
|
"learning_rate": 3.5e-05, |
|
"loss": 0.027, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_LOCATION_f1": 0.9513513513513514, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9565217391304348, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9321533923303834, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9132947976878613, |
|
"eval_ORGANIZATION_recall": 0.9518072289156626, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.040551040321588516, |
|
"eval_overall_accuracy": 0.9909465020576131, |
|
"eval_overall_f1": 0.9541511771995044, |
|
"eval_overall_precision": 0.9482758620689655, |
|
"eval_overall_recall": 0.9600997506234414, |
|
"eval_runtime": 0.6794, |
|
"eval_samples_per_second": 250.21, |
|
"eval_steps_per_second": 4.415, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"grad_norm": 0.17513635754585266, |
|
"learning_rate": 3.45e-05, |
|
"loss": 0.0257, |
|
"step": 2976 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"eval_LOCATION_f1": 0.9473684210526316, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9278350515463918, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.911854103343465, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9202453987730062, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.043482180684804916, |
|
"eval_overall_accuracy": 0.9901234567901235, |
|
"eval_overall_f1": 0.9451371571072319, |
|
"eval_overall_precision": 0.9451371571072319, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6311, |
|
"eval_samples_per_second": 269.372, |
|
"eval_steps_per_second": 4.754, |
|
"step": 2976 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"grad_norm": 0.40757057070732117, |
|
"learning_rate": 3.4000000000000007e-05, |
|
"loss": 0.0277, |
|
"step": 3072 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"eval_LOCATION_f1": 0.9424083769633509, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9183673469387755, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.8996960486322187, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9079754601226994, |
|
"eval_ORGANIZATION_recall": 0.891566265060241, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04837553948163986, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9364881693648817, |
|
"eval_overall_precision": 0.9353233830845771, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.6374, |
|
"eval_samples_per_second": 266.721, |
|
"eval_steps_per_second": 4.707, |
|
"step": 3072 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"grad_norm": 0.5286445617675781, |
|
"learning_rate": 3.35e-05, |
|
"loss": 0.024, |
|
"step": 3168 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"eval_LOCATION_f1": 0.9270833333333334, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.898989898989899, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.896969696969697, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9024390243902439, |
|
"eval_ORGANIZATION_recall": 0.891566265060241, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.04499199241399765, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9341614906832298, |
|
"eval_overall_precision": 0.9306930693069307, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.6314, |
|
"eval_samples_per_second": 269.238, |
|
"eval_steps_per_second": 4.751, |
|
"step": 3168 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"grad_norm": 0.7948114275932312, |
|
"learning_rate": 3.3e-05, |
|
"loss": 0.0227, |
|
"step": 3264 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"eval_LOCATION_f1": 0.9473684210526316, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9278350515463918, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9156626506024096, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9156626506024096, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05086701363325119, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6371, |
|
"eval_samples_per_second": 266.844, |
|
"eval_steps_per_second": 4.709, |
|
"step": 3264 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"grad_norm": 0.3472101390361786, |
|
"learning_rate": 3.2500000000000004e-05, |
|
"loss": 0.0226, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"eval_LOCATION_f1": 0.9374999999999999, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9090909090909091, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9085545722713864, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8901734104046243, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.052043646574020386, |
|
"eval_overall_accuracy": 0.9871056241426612, |
|
"eval_overall_f1": 0.941031941031941, |
|
"eval_overall_precision": 0.927360774818402, |
|
"eval_overall_recall": 0.9551122194513716, |
|
"eval_runtime": 0.6348, |
|
"eval_samples_per_second": 267.78, |
|
"eval_steps_per_second": 4.726, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"grad_norm": 0.432446151971817, |
|
"learning_rate": 3.2000000000000005e-05, |
|
"loss": 0.0239, |
|
"step": 3456 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"eval_LOCATION_f1": 0.9108910891089109, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8440366972477065, |
|
"eval_LOCATION_recall": 0.989247311827957, |
|
"eval_ORGANIZATION_f1": 0.8909657320872274, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9225806451612903, |
|
"eval_ORGANIZATION_recall": 0.8614457831325302, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.06132661551237106, |
|
"eval_overall_accuracy": 0.9862825788751715, |
|
"eval_overall_f1": 0.9244114002478315, |
|
"eval_overall_precision": 0.9187192118226601, |
|
"eval_overall_recall": 0.9301745635910225, |
|
"eval_runtime": 0.627, |
|
"eval_samples_per_second": 271.131, |
|
"eval_steps_per_second": 4.785, |
|
"step": 3456 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"grad_norm": 1.2789398431777954, |
|
"learning_rate": 3.15e-05, |
|
"loss": 0.0222, |
|
"step": 3552 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"eval_LOCATION_f1": 0.911917098445596, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.88, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.8982035928143712, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8928571428571429, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.048861872404813766, |
|
"eval_overall_accuracy": 0.9876543209876543, |
|
"eval_overall_f1": 0.9308641975308642, |
|
"eval_overall_precision": 0.921760391198044, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.6344, |
|
"eval_samples_per_second": 267.981, |
|
"eval_steps_per_second": 4.729, |
|
"step": 3552 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"grad_norm": 0.11196000874042511, |
|
"learning_rate": 3.1e-05, |
|
"loss": 0.0221, |
|
"step": 3648 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"eval_LOCATION_f1": 0.9292929292929293, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8761904761904762, |
|
"eval_LOCATION_recall": 0.989247311827957, |
|
"eval_ORGANIZATION_f1": 0.9057750759878419, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9141104294478528, |
|
"eval_ORGANIZATION_recall": 0.8975903614457831, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.052511900663375854, |
|
"eval_overall_accuracy": 0.9868312757201646, |
|
"eval_overall_f1": 0.9382716049382714, |
|
"eval_overall_precision": 0.9290953545232273, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6225, |
|
"eval_samples_per_second": 273.092, |
|
"eval_steps_per_second": 4.819, |
|
"step": 3648 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"grad_norm": 0.2599373757839203, |
|
"learning_rate": 3.05e-05, |
|
"loss": 0.0225, |
|
"step": 3744 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.8975903614457831, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8975903614457831, |
|
"eval_ORGANIZATION_recall": 0.8975903614457831, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.050379928201436996, |
|
"eval_overall_accuracy": 0.9860082304526749, |
|
"eval_overall_f1": 0.9333333333333333, |
|
"eval_overall_precision": 0.9242053789731052, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.6319, |
|
"eval_samples_per_second": 269.039, |
|
"eval_steps_per_second": 4.748, |
|
"step": 3744 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"grad_norm": 0.2717348039150238, |
|
"learning_rate": 3e-05, |
|
"loss": 0.0194, |
|
"step": 3840 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"eval_LOCATION_f1": 0.9270833333333334, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.898989898989899, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.918429003021148, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9212121212121213, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04696699604392052, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9404466501240694, |
|
"eval_overall_precision": 0.9358024691358025, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6215, |
|
"eval_samples_per_second": 273.521, |
|
"eval_steps_per_second": 4.827, |
|
"step": 3840 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"grad_norm": 0.43004825711250305, |
|
"learning_rate": 2.95e-05, |
|
"loss": 0.0206, |
|
"step": 3936 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"eval_LOCATION_f1": 0.9157894736842105, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8969072164948454, |
|
"eval_LOCATION_recall": 0.9354838709677419, |
|
"eval_ORGANIZATION_f1": 0.9, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8793103448275862, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.048884760588407516, |
|
"eval_overall_accuracy": 0.9865569272976681, |
|
"eval_overall_f1": 0.932349323493235, |
|
"eval_overall_precision": 0.9199029126213593, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6384, |
|
"eval_samples_per_second": 266.27, |
|
"eval_steps_per_second": 4.699, |
|
"step": 3936 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"grad_norm": 0.7156493663787842, |
|
"learning_rate": 2.9e-05, |
|
"loss": 0.0208, |
|
"step": 4032 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"eval_LOCATION_f1": 0.9326424870466321, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9101796407185628, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9047619047619048, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.05095763877034187, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9382716049382714, |
|
"eval_overall_precision": 0.9290953545232273, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6338, |
|
"eval_samples_per_second": 268.241, |
|
"eval_steps_per_second": 4.734, |
|
"step": 4032 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"grad_norm": 0.23692376911640167, |
|
"learning_rate": 2.8499999999999998e-05, |
|
"loss": 0.0178, |
|
"step": 4128 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9382716049382716, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9620253164556962, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04964771866798401, |
|
"eval_overall_accuracy": 0.9895747599451303, |
|
"eval_overall_f1": 0.9488139825218477, |
|
"eval_overall_precision": 0.95, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6373, |
|
"eval_samples_per_second": 266.748, |
|
"eval_steps_per_second": 4.707, |
|
"step": 4128 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"grad_norm": 0.20943285524845123, |
|
"learning_rate": 2.8000000000000003e-05, |
|
"loss": 0.0184, |
|
"step": 4224 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9101796407185628, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9047619047619048, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.05329016596078873, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9395807644882862, |
|
"eval_overall_precision": 0.9292682926829269, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6294, |
|
"eval_samples_per_second": 270.096, |
|
"eval_steps_per_second": 4.766, |
|
"step": 4224 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"grad_norm": 0.8311372399330139, |
|
"learning_rate": 2.7500000000000004e-05, |
|
"loss": 0.0172, |
|
"step": 4320 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"eval_LOCATION_f1": 0.9479166666666667, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9191919191919192, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9329268292682927, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9444444444444444, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.05253069847822189, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9514321295143213, |
|
"eval_overall_precision": 0.9502487562189055, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.6282, |
|
"eval_samples_per_second": 270.603, |
|
"eval_steps_per_second": 4.775, |
|
"step": 4320 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"grad_norm": 0.6656791567802429, |
|
"learning_rate": 2.7000000000000002e-05, |
|
"loss": 0.0159, |
|
"step": 4416 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"eval_LOCATION_f1": 0.9533678756476685, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.92, |
|
"eval_LOCATION_recall": 0.989247311827957, |
|
"eval_ORGANIZATION_f1": 0.9151515151515153, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9207317073170732, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.052427615970373154, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9478908188585606, |
|
"eval_overall_precision": 0.9432098765432099, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.6393, |
|
"eval_samples_per_second": 265.902, |
|
"eval_steps_per_second": 4.692, |
|
"step": 4416 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"grad_norm": 0.03922390192747116, |
|
"learning_rate": 2.6500000000000004e-05, |
|
"loss": 0.0174, |
|
"step": 4512 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"eval_LOCATION_f1": 0.9417989417989417, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9270833333333334, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9014925373134328, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.893491124260355, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.051573678851127625, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9368029739776952, |
|
"eval_overall_precision": 0.9310344827586207, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.6335, |
|
"eval_samples_per_second": 268.33, |
|
"eval_steps_per_second": 4.735, |
|
"step": 4512 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"grad_norm": 0.08619959652423859, |
|
"learning_rate": 2.6000000000000002e-05, |
|
"loss": 0.0176, |
|
"step": 4608 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"eval_LOCATION_f1": 0.9417989417989417, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9270833333333334, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.924924924924925, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9221556886227545, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.04628601670265198, |
|
"eval_overall_accuracy": 0.99039780521262, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6378, |
|
"eval_samples_per_second": 266.532, |
|
"eval_steps_per_second": 4.704, |
|
"step": 4608 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"grad_norm": 0.017897285521030426, |
|
"learning_rate": 2.5500000000000003e-05, |
|
"loss": 0.0156, |
|
"step": 4704 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"eval_LOCATION_f1": 0.9319371727748691, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9081632653061225, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9207317073170733, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9320987654320988, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.05306881293654442, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.942643391521197, |
|
"eval_overall_precision": 0.942643391521197, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.6253, |
|
"eval_samples_per_second": 271.873, |
|
"eval_steps_per_second": 4.798, |
|
"step": 4704 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"grad_norm": 0.15169987082481384, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.017, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"eval_LOCATION_f1": 0.9326424870466321, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.918429003021148, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9212121212121213, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05259489268064499, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9442379182156134, |
|
"eval_overall_precision": 0.9384236453201971, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6281, |
|
"eval_samples_per_second": 270.654, |
|
"eval_steps_per_second": 4.776, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"grad_norm": 0.4998176097869873, |
|
"learning_rate": 2.45e-05, |
|
"loss": 0.0156, |
|
"step": 4896 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.920245398773006, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9375, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05702535808086395, |
|
"eval_overall_accuracy": 0.9871056241426612, |
|
"eval_overall_f1": 0.9427860696517413, |
|
"eval_overall_precision": 0.9404466501240695, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6253, |
|
"eval_samples_per_second": 271.881, |
|
"eval_steps_per_second": 4.798, |
|
"step": 4896 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"grad_norm": 0.4189845025539398, |
|
"learning_rate": 2.4e-05, |
|
"loss": 0.0152, |
|
"step": 4992 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"eval_LOCATION_f1": 0.9263157894736843, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9072164948453608, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9272727272727274, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9329268292682927, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.05183970928192139, |
|
"eval_overall_accuracy": 0.9898491083676269, |
|
"eval_overall_f1": 0.9439601494396015, |
|
"eval_overall_precision": 0.9427860696517413, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6336, |
|
"eval_samples_per_second": 268.303, |
|
"eval_steps_per_second": 4.735, |
|
"step": 4992 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"grad_norm": 1.3798094987869263, |
|
"learning_rate": 2.35e-05, |
|
"loss": 0.017, |
|
"step": 5088 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"eval_LOCATION_f1": 0.9263157894736843, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9072164948453608, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9309309309309309, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9281437125748503, |
|
"eval_ORGANIZATION_recall": 0.9337349397590361, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.048745788633823395, |
|
"eval_overall_accuracy": 0.9895747599451303, |
|
"eval_overall_f1": 0.9478908188585606, |
|
"eval_overall_precision": 0.9432098765432099, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.632, |
|
"eval_samples_per_second": 268.983, |
|
"eval_steps_per_second": 4.747, |
|
"step": 5088 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"grad_norm": 0.7631996870040894, |
|
"learning_rate": 2.3000000000000003e-05, |
|
"loss": 0.0143, |
|
"step": 5184 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"eval_LOCATION_f1": 0.911917098445596, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.88, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9212121212121213, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.926829268292683, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.054195113480091095, |
|
"eval_overall_accuracy": 0.9876543209876543, |
|
"eval_overall_f1": 0.9379652605459058, |
|
"eval_overall_precision": 0.9333333333333333, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.6274, |
|
"eval_samples_per_second": 270.938, |
|
"eval_steps_per_second": 4.781, |
|
"step": 5184 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"grad_norm": 0.7094045281410217, |
|
"learning_rate": 2.25e-05, |
|
"loss": 0.0152, |
|
"step": 5280 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"eval_LOCATION_f1": 0.9270833333333334, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.898989898989899, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.924924924924925, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9221556886227545, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9716312056737589, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9785714285714285, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.052083536982536316, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9417596034696407, |
|
"eval_overall_precision": 0.9359605911330049, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6299, |
|
"eval_samples_per_second": 269.891, |
|
"eval_steps_per_second": 4.763, |
|
"step": 5280 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"grad_norm": 0.5432300567626953, |
|
"learning_rate": 2.2000000000000003e-05, |
|
"loss": 0.0123, |
|
"step": 5376 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"eval_LOCATION_f1": 0.9263157894736843, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9072164948453608, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9272727272727274, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9329268292682927, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.05357722193002701, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9439601494396015, |
|
"eval_overall_precision": 0.9427860696517413, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6253, |
|
"eval_samples_per_second": 271.851, |
|
"eval_steps_per_second": 4.797, |
|
"step": 5376 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"grad_norm": 0.9852465391159058, |
|
"learning_rate": 2.15e-05, |
|
"loss": 0.0145, |
|
"step": 5472 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"eval_LOCATION_f1": 0.9312169312169313, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9166666666666666, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.918429003021148, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9212121212121213, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.05067111924290657, |
|
"eval_overall_accuracy": 0.9898491083676269, |
|
"eval_overall_f1": 0.941469489414695, |
|
"eval_overall_precision": 0.9402985074626866, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.7174, |
|
"eval_samples_per_second": 236.961, |
|
"eval_steps_per_second": 4.182, |
|
"step": 5472 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"grad_norm": 0.5912477374076843, |
|
"learning_rate": 2.1e-05, |
|
"loss": 0.0138, |
|
"step": 5568 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"eval_LOCATION_f1": 0.9214659685863874, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8979591836734694, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9179331306990882, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9263803680981595, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9681978798586572, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9716312056737588, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.054992906749248505, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9364881693648817, |
|
"eval_overall_precision": 0.9353233830845771, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.636, |
|
"eval_samples_per_second": 267.284, |
|
"eval_steps_per_second": 4.717, |
|
"step": 5568 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"grad_norm": 0.44573214650154114, |
|
"learning_rate": 2.05e-05, |
|
"loss": 0.0122, |
|
"step": 5664 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9235474006116209, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.937888198757764, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.05316930636763573, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.945273631840796, |
|
"eval_overall_precision": 0.9429280397022333, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6375, |
|
"eval_samples_per_second": 266.686, |
|
"eval_steps_per_second": 4.706, |
|
"step": 5664 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"grad_norm": 0.14488360285758972, |
|
"learning_rate": 2e-05, |
|
"loss": 0.0144, |
|
"step": 5760 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"eval_LOCATION_f1": 0.9285714285714286, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.883495145631068, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9135802469135801, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9367088607594937, |
|
"eval_ORGANIZATION_recall": 0.891566265060241, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.05720693990588188, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9378109452736318, |
|
"eval_overall_precision": 0.9354838709677419, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.6336, |
|
"eval_samples_per_second": 268.304, |
|
"eval_steps_per_second": 4.735, |
|
"step": 5760 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"grad_norm": 0.5334123373031616, |
|
"learning_rate": 1.9500000000000003e-05, |
|
"loss": 0.0126, |
|
"step": 5856 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"eval_LOCATION_f1": 0.9574468085106383, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9473684210526315, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9333333333333333, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9390243902439024, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.048754770308732986, |
|
"eval_overall_accuracy": 0.9906721536351166, |
|
"eval_overall_f1": 0.9526184538653366, |
|
"eval_overall_precision": 0.9526184538653366, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.63, |
|
"eval_samples_per_second": 269.825, |
|
"eval_steps_per_second": 4.762, |
|
"step": 5856 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"grad_norm": 1.1560488939285278, |
|
"learning_rate": 1.9e-05, |
|
"loss": 0.0113, |
|
"step": 5952 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9079754601226994, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.925, |
|
"eval_ORGANIZATION_recall": 0.891566265060241, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.056291624903678894, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9353233830845771, |
|
"eval_overall_precision": 0.9330024813895782, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.626, |
|
"eval_samples_per_second": 271.571, |
|
"eval_steps_per_second": 4.792, |
|
"step": 5952 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"grad_norm": 0.4997645616531372, |
|
"learning_rate": 1.85e-05, |
|
"loss": 0.0109, |
|
"step": 6048 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"eval_LOCATION_f1": 0.9128205128205128, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8725490196078431, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.8895705521472392, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.90625, |
|
"eval_ORGANIZATION_recall": 0.8734939759036144, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.0592079721391201, |
|
"eval_overall_accuracy": 0.9865569272976681, |
|
"eval_overall_f1": 0.927860696517413, |
|
"eval_overall_precision": 0.9255583126550868, |
|
"eval_overall_recall": 0.9301745635910225, |
|
"eval_runtime": 0.635, |
|
"eval_samples_per_second": 267.73, |
|
"eval_steps_per_second": 4.725, |
|
"step": 6048 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"grad_norm": 0.4493540823459625, |
|
"learning_rate": 1.8e-05, |
|
"loss": 0.0124, |
|
"step": 6144 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"eval_LOCATION_f1": 0.9304812834224598, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.925531914893617, |
|
"eval_LOCATION_recall": 0.9354838709677419, |
|
"eval_ORGANIZATION_f1": 0.9030303030303031, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9085365853658537, |
|
"eval_ORGANIZATION_recall": 0.8975903614457831, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.05676347389817238, |
|
"eval_overall_accuracy": 0.9876543209876543, |
|
"eval_overall_f1": 0.933832709113608, |
|
"eval_overall_precision": 0.935, |
|
"eval_overall_recall": 0.9326683291770573, |
|
"eval_runtime": 0.6373, |
|
"eval_samples_per_second": 266.761, |
|
"eval_steps_per_second": 4.708, |
|
"step": 6144 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"grad_norm": 0.3998490273952484, |
|
"learning_rate": 1.75e-05, |
|
"loss": 0.0126, |
|
"step": 6240 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"eval_LOCATION_f1": 0.9270833333333334, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.898989898989899, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.8929663608562691, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.906832298136646, |
|
"eval_ORGANIZATION_recall": 0.8795180722891566, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05590180307626724, |
|
"eval_overall_accuracy": 0.9876543209876543, |
|
"eval_overall_f1": 0.9326683291770573, |
|
"eval_overall_precision": 0.9326683291770573, |
|
"eval_overall_recall": 0.9326683291770573, |
|
"eval_runtime": 0.6342, |
|
"eval_samples_per_second": 268.035, |
|
"eval_steps_per_second": 4.73, |
|
"step": 6240 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"grad_norm": 0.5854397416114807, |
|
"learning_rate": 1.7000000000000003e-05, |
|
"loss": 0.0112, |
|
"step": 6336 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"eval_LOCATION_f1": 0.9361702127659575, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9263157894736842, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9123867069486404, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9151515151515152, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.057300012558698654, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.940149625935162, |
|
"eval_overall_precision": 0.940149625935162, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.6275, |
|
"eval_samples_per_second": 270.902, |
|
"eval_steps_per_second": 4.781, |
|
"step": 6336 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"grad_norm": 0.009959683753550053, |
|
"learning_rate": 1.65e-05, |
|
"loss": 0.0112, |
|
"step": 6432 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"eval_LOCATION_f1": 0.9035532994923857, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8557692307692307, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.8848484848484849, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8902439024390244, |
|
"eval_ORGANIZATION_recall": 0.8795180722891566, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.06168980151414871, |
|
"eval_overall_accuracy": 0.9862825788751715, |
|
"eval_overall_f1": 0.9234567901234567, |
|
"eval_overall_precision": 0.9144254278728606, |
|
"eval_overall_recall": 0.9326683291770573, |
|
"eval_runtime": 0.6306, |
|
"eval_samples_per_second": 269.564, |
|
"eval_steps_per_second": 4.757, |
|
"step": 6432 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"grad_norm": 0.43869954347610474, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 0.0117, |
|
"step": 6528 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"eval_LOCATION_f1": 0.9319371727748691, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9081632653061225, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9146341463414634, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9259259259259259, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05341716110706329, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.942643391521197, |
|
"eval_overall_precision": 0.942643391521197, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.64, |
|
"eval_samples_per_second": 265.619, |
|
"eval_steps_per_second": 4.687, |
|
"step": 6528 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"grad_norm": 0.6488298177719116, |
|
"learning_rate": 1.55e-05, |
|
"loss": 0.0101, |
|
"step": 6624 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"eval_LOCATION_f1": 0.9417989417989417, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9270833333333334, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9156626506024096, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9156626506024096, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05710820481181145, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.945273631840796, |
|
"eval_overall_precision": 0.9429280397022333, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6329, |
|
"eval_samples_per_second": 268.611, |
|
"eval_steps_per_second": 4.74, |
|
"step": 6624 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"grad_norm": 0.07458376884460449, |
|
"learning_rate": 1.5e-05, |
|
"loss": 0.0092, |
|
"step": 6720 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"eval_LOCATION_f1": 0.9374999999999999, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9090909090909091, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9240121580547112, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9325153374233128, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05593955144286156, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9477611940298507, |
|
"eval_overall_precision": 0.9454094292803971, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.631, |
|
"eval_samples_per_second": 269.43, |
|
"eval_steps_per_second": 4.755, |
|
"step": 6720 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"grad_norm": 1.7527589797973633, |
|
"learning_rate": 1.45e-05, |
|
"loss": 0.011, |
|
"step": 6816 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"eval_LOCATION_f1": 0.946808510638298, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9368421052631579, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9272727272727274, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9329268292682927, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.061140261590480804, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.951310861423221, |
|
"eval_overall_precision": 0.9525, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6251, |
|
"eval_samples_per_second": 271.935, |
|
"eval_steps_per_second": 4.799, |
|
"step": 6816 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"grad_norm": 0.09629790484905243, |
|
"learning_rate": 1.4000000000000001e-05, |
|
"loss": 0.0097, |
|
"step": 6912 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"eval_LOCATION_f1": 0.9312169312169313, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9166666666666666, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9268292682926829, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9382716049382716, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.055803388357162476, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9475000000000001, |
|
"eval_overall_precision": 0.949874686716792, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6294, |
|
"eval_samples_per_second": 270.101, |
|
"eval_steps_per_second": 4.766, |
|
"step": 6912 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"grad_norm": 0.45607447624206543, |
|
"learning_rate": 1.3500000000000001e-05, |
|
"loss": 0.0102, |
|
"step": 7008 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"eval_LOCATION_f1": 0.9214659685863874, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8979591836734694, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9207317073170733, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9320987654320988, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05601666495203972, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.942643391521197, |
|
"eval_overall_precision": 0.942643391521197, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.632, |
|
"eval_samples_per_second": 268.986, |
|
"eval_steps_per_second": 4.747, |
|
"step": 7008 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"grad_norm": 0.02336580492556095, |
|
"learning_rate": 1.3000000000000001e-05, |
|
"loss": 0.0098, |
|
"step": 7104 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"eval_LOCATION_f1": 0.9424083769633509, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9183673469387755, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.918429003021148, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9212121212121213, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05871947109699249, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6932, |
|
"eval_samples_per_second": 245.254, |
|
"eval_steps_per_second": 4.328, |
|
"step": 7104 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"grad_norm": 0.5431827902793884, |
|
"learning_rate": 1.25e-05, |
|
"loss": 0.0105, |
|
"step": 7200 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"eval_LOCATION_f1": 0.9175257731958764, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8811881188118812, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9057750759878419, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9141104294478528, |
|
"eval_ORGANIZATION_recall": 0.8975903614457831, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05846357345581055, |
|
"eval_overall_accuracy": 0.9873799725651577, |
|
"eval_overall_f1": 0.9354838709677419, |
|
"eval_overall_precision": 0.9308641975308642, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.6414, |
|
"eval_samples_per_second": 265.034, |
|
"eval_steps_per_second": 4.677, |
|
"step": 7200 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"grad_norm": 0.803601086139679, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.01, |
|
"step": 7296 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"eval_LOCATION_f1": 0.946808510638298, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9368421052631579, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9244712990936556, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9272727272727272, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.059869080781936646, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9501246882793017, |
|
"eval_overall_precision": 0.9501246882793017, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6266, |
|
"eval_samples_per_second": 271.309, |
|
"eval_steps_per_second": 4.788, |
|
"step": 7296 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"grad_norm": 0.8899322152137756, |
|
"learning_rate": 1.1500000000000002e-05, |
|
"loss": 0.0084, |
|
"step": 7392 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"eval_LOCATION_f1": 0.9374999999999999, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9090909090909091, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.918429003021148, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9212121212121213, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.060152728110551834, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9454094292803972, |
|
"eval_overall_precision": 0.9407407407407408, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.629, |
|
"eval_samples_per_second": 270.252, |
|
"eval_steps_per_second": 4.769, |
|
"step": 7392 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"grad_norm": 0.5667243599891663, |
|
"learning_rate": 1.1000000000000001e-05, |
|
"loss": 0.0089, |
|
"step": 7488 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"eval_LOCATION_f1": 0.922279792746114, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.89, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9151515151515153, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9207317073170732, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.06323432922363281, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9404466501240694, |
|
"eval_overall_precision": 0.9358024691358025, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.63, |
|
"eval_samples_per_second": 269.835, |
|
"eval_steps_per_second": 4.762, |
|
"step": 7488 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"grad_norm": 0.020913848653435707, |
|
"learning_rate": 1.05e-05, |
|
"loss": 0.0086, |
|
"step": 7584 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"eval_LOCATION_f1": 0.9263157894736843, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9072164948453608, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9235474006116209, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.937888198757764, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05881747603416443, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9450000000000001, |
|
"eval_overall_precision": 0.9473684210526315, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.6316, |
|
"eval_samples_per_second": 269.163, |
|
"eval_steps_per_second": 4.75, |
|
"step": 7584 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"grad_norm": 0.7093363404273987, |
|
"learning_rate": 1e-05, |
|
"loss": 0.009, |
|
"step": 7680 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"eval_LOCATION_f1": 0.9368421052631579, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9175257731958762, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9244712990936556, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9272727272727272, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.06179361417889595, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9477611940298507, |
|
"eval_overall_precision": 0.9454094292803971, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.641, |
|
"eval_samples_per_second": 265.216, |
|
"eval_steps_per_second": 4.68, |
|
"step": 7680 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"grad_norm": 0.23694337904453278, |
|
"learning_rate": 9.5e-06, |
|
"loss": 0.0084, |
|
"step": 7776 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"eval_LOCATION_f1": 0.9368421052631579, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9175257731958762, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9123867069486404, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9151515151515152, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.06119789183139801, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9427860696517413, |
|
"eval_overall_precision": 0.9404466501240695, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6315, |
|
"eval_samples_per_second": 269.203, |
|
"eval_steps_per_second": 4.751, |
|
"step": 7776 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"grad_norm": 0.3362814784049988, |
|
"learning_rate": 9e-06, |
|
"loss": 0.0089, |
|
"step": 7872 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"eval_LOCATION_f1": 0.9319371727748691, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9081632653061225, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9151515151515153, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9207317073170732, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.059507716447114944, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9427860696517413, |
|
"eval_overall_precision": 0.9404466501240695, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6408, |
|
"eval_samples_per_second": 265.312, |
|
"eval_steps_per_second": 4.682, |
|
"step": 7872 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"grad_norm": 0.15785475075244904, |
|
"learning_rate": 8.500000000000002e-06, |
|
"loss": 0.0089, |
|
"step": 7968 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"eval_LOCATION_f1": 0.946808510638298, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9368421052631579, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.924924924924925, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9221556886227545, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05860907584428787, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.6371, |
|
"eval_samples_per_second": 266.844, |
|
"eval_steps_per_second": 4.709, |
|
"step": 7968 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"grad_norm": 0.4708460569381714, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.0084, |
|
"step": 8064 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"eval_LOCATION_f1": 0.9518716577540107, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9468085106382979, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9244712990936556, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9272727272727272, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05669812113046646, |
|
"eval_overall_accuracy": 0.9909465020576131, |
|
"eval_overall_f1": 0.951310861423221, |
|
"eval_overall_precision": 0.9525, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6365, |
|
"eval_samples_per_second": 267.075, |
|
"eval_steps_per_second": 4.713, |
|
"step": 8064 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"grad_norm": 0.6606996059417725, |
|
"learning_rate": 7.5e-06, |
|
"loss": 0.0088, |
|
"step": 8160 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"eval_LOCATION_f1": 0.9319371727748691, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9081632653061225, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.918429003021148, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9212121212121213, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.06166466698050499, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9440993788819876, |
|
"eval_overall_precision": 0.9405940594059405, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6881, |
|
"eval_samples_per_second": 247.07, |
|
"eval_steps_per_second": 4.36, |
|
"step": 8160 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"grad_norm": 0.701899528503418, |
|
"learning_rate": 7.000000000000001e-06, |
|
"loss": 0.0089, |
|
"step": 8256 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"eval_LOCATION_f1": 0.9361702127659575, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9263157894736842, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9212121212121213, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.926829268292683, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05820832401514053, |
|
"eval_overall_accuracy": 0.9895747599451303, |
|
"eval_overall_f1": 0.9463171036204744, |
|
"eval_overall_precision": 0.9475, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6343, |
|
"eval_samples_per_second": 268.032, |
|
"eval_steps_per_second": 4.73, |
|
"step": 8256 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"grad_norm": 0.12563535571098328, |
|
"learning_rate": 6.5000000000000004e-06, |
|
"loss": 0.0066, |
|
"step": 8352 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"eval_LOCATION_f1": 0.946808510638298, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9368421052631579, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.927710843373494, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.927710843373494, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.061063703149557114, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9514321295143213, |
|
"eval_overall_precision": 0.9502487562189055, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.6323, |
|
"eval_samples_per_second": 268.857, |
|
"eval_steps_per_second": 4.745, |
|
"step": 8352 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"grad_norm": 0.18005654215812683, |
|
"learning_rate": 6e-06, |
|
"loss": 0.0088, |
|
"step": 8448 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"eval_LOCATION_f1": 0.9368421052631579, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9175257731958762, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.058633558452129364, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.95, |
|
"eval_overall_precision": 0.9523809523809523, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6336, |
|
"eval_samples_per_second": 268.325, |
|
"eval_steps_per_second": 4.735, |
|
"step": 8448 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"grad_norm": 0.44412586092948914, |
|
"learning_rate": 5.500000000000001e-06, |
|
"loss": 0.007, |
|
"step": 8544 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"eval_LOCATION_f1": 0.9417989417989417, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9270833333333334, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9151515151515153, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9207317073170732, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.06018080934882164, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9451371571072319, |
|
"eval_overall_precision": 0.9451371571072319, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.6276, |
|
"eval_samples_per_second": 270.894, |
|
"eval_steps_per_second": 4.78, |
|
"step": 8544 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"grad_norm": 0.5702086091041565, |
|
"learning_rate": 5e-06, |
|
"loss": 0.0083, |
|
"step": 8640 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"eval_LOCATION_f1": 0.9518716577540107, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9468085106382979, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9305135951661632, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9333333333333333, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.057951029390096664, |
|
"eval_overall_accuracy": 0.9901234567901235, |
|
"eval_overall_f1": 0.9538077403245941, |
|
"eval_overall_precision": 0.955, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.6268, |
|
"eval_samples_per_second": 271.204, |
|
"eval_steps_per_second": 4.786, |
|
"step": 8640 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"grad_norm": 0.6796770691871643, |
|
"learning_rate": 4.5e-06, |
|
"loss": 0.0077, |
|
"step": 8736 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"eval_LOCATION_f1": 0.946808510638298, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9368421052631579, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9161676646706587, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9107142857142857, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.059122197329998016, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6297, |
|
"eval_samples_per_second": 269.99, |
|
"eval_steps_per_second": 4.765, |
|
"step": 8736 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"grad_norm": 0.009496918879449368, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.0078, |
|
"step": 8832 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"eval_LOCATION_f1": 0.9417989417989417, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9270833333333334, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9189189189189191, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9161676646706587, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.06082513928413391, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6215, |
|
"eval_samples_per_second": 273.552, |
|
"eval_steps_per_second": 4.827, |
|
"step": 8832 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"grad_norm": 0.6363722085952759, |
|
"learning_rate": 3.5000000000000004e-06, |
|
"loss": 0.0068, |
|
"step": 8928 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"eval_LOCATION_f1": 0.9518716577540107, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9468085106382979, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9101796407185628, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9047619047619048, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05810477212071419, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.945273631840796, |
|
"eval_overall_precision": 0.9429280397022333, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.6304, |
|
"eval_samples_per_second": 269.655, |
|
"eval_steps_per_second": 4.759, |
|
"step": 8928 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"grad_norm": 0.42099490761756897, |
|
"learning_rate": 3e-06, |
|
"loss": 0.0079, |
|
"step": 9024 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"eval_LOCATION_f1": 0.946808510638298, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9368421052631579, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9161676646706587, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9107142857142857, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.0605609156191349, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6284, |
|
"eval_samples_per_second": 270.534, |
|
"eval_steps_per_second": 4.774, |
|
"step": 9024 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"grad_norm": 0.0327790230512619, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.0072, |
|
"step": 9120 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"eval_LOCATION_f1": 0.9417989417989417, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9270833333333334, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9189189189189191, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9161676646706587, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.06001435965299606, |
|
"eval_overall_accuracy": 0.9895747599451303, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6347, |
|
"eval_samples_per_second": 267.858, |
|
"eval_steps_per_second": 4.727, |
|
"step": 9120 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"grad_norm": 0.06773529201745987, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 0.007, |
|
"step": 9216 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"eval_LOCATION_f1": 0.9368421052631579, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9175257731958762, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9161676646706587, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9107142857142857, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05993801727890968, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9442379182156134, |
|
"eval_overall_precision": 0.9384236453201971, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6261, |
|
"eval_samples_per_second": 271.504, |
|
"eval_steps_per_second": 4.791, |
|
"step": 9216 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"grad_norm": 0.022277064621448517, |
|
"learning_rate": 1.5e-06, |
|
"loss": 0.0082, |
|
"step": 9312 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"eval_LOCATION_f1": 0.9368421052631579, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9175257731958762, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9216867469879518, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9216867469879518, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.060069117695093155, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6293, |
|
"eval_samples_per_second": 270.143, |
|
"eval_steps_per_second": 4.767, |
|
"step": 9312 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"grad_norm": 0.3417333662509918, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"loss": 0.0065, |
|
"step": 9408 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"eval_LOCATION_f1": 0.9368421052631579, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9175257731958762, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9216867469879518, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9216867469879518, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.06064934283494949, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6301, |
|
"eval_samples_per_second": 269.806, |
|
"eval_steps_per_second": 4.761, |
|
"step": 9408 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"grad_norm": 0.2305583655834198, |
|
"learning_rate": 5.000000000000001e-07, |
|
"loss": 0.0075, |
|
"step": 9504 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"eval_LOCATION_f1": 0.9368421052631579, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9175257731958762, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9189189189189191, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9161676646706587, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.059974148869514465, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9454094292803972, |
|
"eval_overall_precision": 0.9407407407407408, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6422, |
|
"eval_samples_per_second": 264.724, |
|
"eval_steps_per_second": 4.672, |
|
"step": 9504 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"grad_norm": 0.5298776030540466, |
|
"learning_rate": 0.0, |
|
"loss": 0.0057, |
|
"step": 9600 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"eval_LOCATION_f1": 0.9368421052631579, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9175257731958762, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9189189189189191, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9161676646706587, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05988968536257744, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9454094292803972, |
|
"eval_overall_precision": 0.9407407407407408, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.6423, |
|
"eval_samples_per_second": 264.661, |
|
"eval_steps_per_second": 4.67, |
|
"step": 9600 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"step": 9600, |
|
"total_flos": 4208466347875278.0, |
|
"train_loss": 0.037790342985341945, |
|
"train_runtime": 1071.0881, |
|
"train_samples_per_second": 142.939, |
|
"train_steps_per_second": 8.963 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 9600, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 100, |
|
"save_steps": 500, |
|
"total_flos": 4208466347875278.0, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|