|
{ |
|
"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": 1.5395334959030151, |
|
"learning_rate": 4.9500000000000004e-05, |
|
"loss": 0.8685, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_LOCATION_f1": 0.0, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.0, |
|
"eval_LOCATION_recall": 0.0, |
|
"eval_ORGANIZATION_f1": 0.21481481481481482, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.25892857142857145, |
|
"eval_ORGANIZATION_recall": 0.18354430379746836, |
|
"eval_PERSON_f1": 0.27802690582959644, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.31313131313131315, |
|
"eval_PERSON_recall": 0.25, |
|
"eval_loss": 0.40017521381378174, |
|
"eval_overall_accuracy": 0.8600054899807851, |
|
"eval_overall_f1": 0.19639934533551553, |
|
"eval_overall_precision": 0.28169014084507044, |
|
"eval_overall_recall": 0.1507537688442211, |
|
"eval_runtime": 0.2917, |
|
"eval_samples_per_second": 582.696, |
|
"eval_steps_per_second": 10.283, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.7787103652954102, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.3663, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_LOCATION_f1": 0.3383458646616541, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.3, |
|
"eval_LOCATION_recall": 0.3879310344827586, |
|
"eval_ORGANIZATION_f1": 0.5501618122977346, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.5629139072847682, |
|
"eval_ORGANIZATION_recall": 0.5379746835443038, |
|
"eval_PERSON_f1": 0.6965517241379311, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.608433734939759, |
|
"eval_PERSON_recall": 0.8145161290322581, |
|
"eval_loss": 0.2149091213941574, |
|
"eval_overall_accuracy": 0.9286302497941257, |
|
"eval_overall_f1": 0.5341040462427745, |
|
"eval_overall_precision": 0.49464668094218417, |
|
"eval_overall_recall": 0.5804020100502513, |
|
"eval_runtime": 0.3, |
|
"eval_samples_per_second": 566.7, |
|
"eval_steps_per_second": 10.001, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.8174079060554504, |
|
"learning_rate": 4.85e-05, |
|
"loss": 0.2004, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_LOCATION_f1": 0.7929515418502202, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.8108108108108109, |
|
"eval_LOCATION_recall": 0.7758620689655172, |
|
"eval_ORGANIZATION_f1": 0.7529411764705883, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.7032967032967034, |
|
"eval_ORGANIZATION_recall": 0.810126582278481, |
|
"eval_PERSON_f1": 0.9384615384615386, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.8970588235294118, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.10894648730754852, |
|
"eval_overall_accuracy": 0.9673346143288498, |
|
"eval_overall_f1": 0.8222490931076178, |
|
"eval_overall_precision": 0.7925407925407926, |
|
"eval_overall_recall": 0.8542713567839196, |
|
"eval_runtime": 0.2993, |
|
"eval_samples_per_second": 567.918, |
|
"eval_steps_per_second": 10.022, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.8832339644432068, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.1345, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_LOCATION_f1": 0.8392156862745098, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.7697841726618705, |
|
"eval_LOCATION_recall": 0.9224137931034483, |
|
"eval_ORGANIZATION_f1": 0.8297213622291021, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.8121212121212121, |
|
"eval_ORGANIZATION_recall": 0.8481012658227848, |
|
"eval_PERSON_f1": 0.9685039370078741, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9461538461538461, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.08079170435667038, |
|
"eval_overall_accuracy": 0.9730990941531704, |
|
"eval_overall_f1": 0.8750000000000001, |
|
"eval_overall_precision": 0.8387096774193549, |
|
"eval_overall_recall": 0.914572864321608, |
|
"eval_runtime": 0.2975, |
|
"eval_samples_per_second": 571.443, |
|
"eval_steps_per_second": 10.084, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.6509011387825012, |
|
"learning_rate": 4.75e-05, |
|
"loss": 0.1084, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_LOCATION_f1": 0.8820960698689956, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.8938053097345132, |
|
"eval_LOCATION_recall": 0.8706896551724138, |
|
"eval_ORGANIZATION_f1": 0.89937106918239, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.89375, |
|
"eval_ORGANIZATION_recall": 0.9050632911392406, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.055279430001974106, |
|
"eval_overall_accuracy": 0.9835300576447983, |
|
"eval_overall_f1": 0.9197994987468672, |
|
"eval_overall_precision": 0.9175, |
|
"eval_overall_recall": 0.9221105527638191, |
|
"eval_runtime": 0.2983, |
|
"eval_samples_per_second": 569.966, |
|
"eval_steps_per_second": 10.058, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 0.7613300681114197, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.0959, |
|
"step": 576 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_LOCATION_f1": 0.8861788617886178, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.8384615384615385, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.897196261682243, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.8834355828220859, |
|
"eval_ORGANIZATION_recall": 0.9113924050632911, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.0483161136507988, |
|
"eval_overall_accuracy": 0.9854515509195718, |
|
"eval_overall_f1": 0.9204406364749081, |
|
"eval_overall_precision": 0.8973747016706444, |
|
"eval_overall_recall": 0.9447236180904522, |
|
"eval_runtime": 0.2997, |
|
"eval_samples_per_second": 567.283, |
|
"eval_steps_per_second": 10.011, |
|
"step": 576 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 0.9935237169265747, |
|
"learning_rate": 4.6500000000000005e-05, |
|
"loss": 0.0827, |
|
"step": 672 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_LOCATION_f1": 0.920353982300885, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9454545454545454, |
|
"eval_LOCATION_recall": 0.896551724137931, |
|
"eval_ORGANIZATION_f1": 0.8982035928143712, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.8522727272727273, |
|
"eval_ORGANIZATION_recall": 0.9493670886075949, |
|
"eval_PERSON_f1": 0.9838709677419355, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9838709677419355, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.04283222183585167, |
|
"eval_overall_accuracy": 0.987098545155092, |
|
"eval_overall_f1": 0.9306930693069306, |
|
"eval_overall_precision": 0.9170731707317074, |
|
"eval_overall_recall": 0.9447236180904522, |
|
"eval_runtime": 0.3003, |
|
"eval_samples_per_second": 566.104, |
|
"eval_steps_per_second": 9.99, |
|
"step": 672 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 0.3799850642681122, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.08, |
|
"step": 768 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_LOCATION_f1": 0.9184549356223175, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9145299145299145, |
|
"eval_LOCATION_recall": 0.9224137931034483, |
|
"eval_ORGANIZATION_f1": 0.9249999999999999, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9135802469135802, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03813660517334938, |
|
"eval_overall_accuracy": 0.9895690365083722, |
|
"eval_overall_f1": 0.9401496259351622, |
|
"eval_overall_precision": 0.9331683168316832, |
|
"eval_overall_recall": 0.9472361809045227, |
|
"eval_runtime": 0.298, |
|
"eval_samples_per_second": 570.551, |
|
"eval_steps_per_second": 10.069, |
|
"step": 768 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 0.45304006338119507, |
|
"learning_rate": 4.55e-05, |
|
"loss": 0.0729, |
|
"step": 864 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_LOCATION_f1": 0.9045643153526971, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.872, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9283489096573209, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9141104294478528, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04856168106198311, |
|
"eval_overall_accuracy": 0.9843535547625584, |
|
"eval_overall_f1": 0.9384236453201971, |
|
"eval_overall_precision": 0.9202898550724637, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2957, |
|
"eval_samples_per_second": 574.919, |
|
"eval_steps_per_second": 10.146, |
|
"step": 864 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 0.9706667065620422, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.0635, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_LOCATION_f1": 0.8806584362139918, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.84251968503937, |
|
"eval_LOCATION_recall": 0.9224137931034483, |
|
"eval_ORGANIZATION_f1": 0.9249999999999999, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9135802469135802, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.043479882180690765, |
|
"eval_overall_accuracy": 0.9857260499588252, |
|
"eval_overall_f1": 0.9287469287469288, |
|
"eval_overall_precision": 0.9086538461538461, |
|
"eval_overall_recall": 0.949748743718593, |
|
"eval_runtime": 0.3019, |
|
"eval_samples_per_second": 563.178, |
|
"eval_steps_per_second": 9.938, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"grad_norm": 0.4734399914741516, |
|
"learning_rate": 4.4500000000000004e-05, |
|
"loss": 0.0614, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_LOCATION_f1": 0.9016393442622951, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.859375, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9155844155844156, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.94, |
|
"eval_ORGANIZATION_recall": 0.8924050632911392, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.042100898921489716, |
|
"eval_overall_accuracy": 0.9865495470765853, |
|
"eval_overall_f1": 0.9326683291770573, |
|
"eval_overall_precision": 0.9257425742574258, |
|
"eval_overall_recall": 0.9396984924623115, |
|
"eval_runtime": 0.2972, |
|
"eval_samples_per_second": 572.047, |
|
"eval_steps_per_second": 10.095, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 0.6457267999649048, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.0561, |
|
"step": 1152 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_LOCATION_f1": 0.9075630252100839, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.8852459016393442, |
|
"eval_LOCATION_recall": 0.9310344827586207, |
|
"eval_ORGANIZATION_f1": 0.9294871794871796, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9415584415584416, |
|
"eval_ORGANIZATION_recall": 0.9177215189873418, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.03181840106844902, |
|
"eval_overall_accuracy": 0.9881965413121054, |
|
"eval_overall_f1": 0.94, |
|
"eval_overall_precision": 0.9353233830845771, |
|
"eval_overall_recall": 0.9447236180904522, |
|
"eval_runtime": 0.3016, |
|
"eval_samples_per_second": 563.569, |
|
"eval_steps_per_second": 9.945, |
|
"step": 1152 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"grad_norm": 0.32204386591911316, |
|
"learning_rate": 4.35e-05, |
|
"loss": 0.0546, |
|
"step": 1248 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9400630914826499, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9371069182389937, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.030503783375024796, |
|
"eval_overall_accuracy": 0.9914905297831458, |
|
"eval_overall_f1": 0.9526184538653367, |
|
"eval_overall_precision": 0.9455445544554455, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2969, |
|
"eval_samples_per_second": 572.544, |
|
"eval_steps_per_second": 10.104, |
|
"step": 1248 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"grad_norm": 0.4022064507007599, |
|
"learning_rate": 4.3e-05, |
|
"loss": 0.0475, |
|
"step": 1344 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_LOCATION_f1": 0.927038626609442, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9230769230769231, |
|
"eval_LOCATION_recall": 0.9310344827586207, |
|
"eval_ORGANIZATION_f1": 0.939297124600639, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9483870967741935, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03484940528869629, |
|
"eval_overall_accuracy": 0.9895690365083722, |
|
"eval_overall_f1": 0.9484276729559749, |
|
"eval_overall_precision": 0.9496221662468514, |
|
"eval_overall_recall": 0.9472361809045227, |
|
"eval_runtime": 0.2966, |
|
"eval_samples_per_second": 573.184, |
|
"eval_steps_per_second": 10.115, |
|
"step": 1344 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"grad_norm": 0.5112974047660828, |
|
"learning_rate": 4.25e-05, |
|
"loss": 0.0464, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_LOCATION_f1": 0.9406779661016949, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.925, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9363057324840764, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9423076923076923, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.03380124270915985, |
|
"eval_overall_accuracy": 0.9903925336261323, |
|
"eval_overall_f1": 0.9525, |
|
"eval_overall_precision": 0.9477611940298507, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2996, |
|
"eval_samples_per_second": 567.467, |
|
"eval_steps_per_second": 10.014, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"grad_norm": 0.8939520716667175, |
|
"learning_rate": 4.2e-05, |
|
"loss": 0.0428, |
|
"step": 1536 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_LOCATION_f1": 0.9322033898305084, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9166666666666666, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9430379746835443, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9430379746835443, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03173217177391052, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.951310861423221, |
|
"eval_overall_precision": 0.9454094292803971, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2961, |
|
"eval_samples_per_second": 574.17, |
|
"eval_steps_per_second": 10.132, |
|
"step": 1536 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"grad_norm": 0.28312012553215027, |
|
"learning_rate": 4.15e-05, |
|
"loss": 0.0417, |
|
"step": 1632 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_LOCATION_f1": 0.9406779661016949, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.925, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9329073482428115, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9419354838709677, |
|
"eval_ORGANIZATION_recall": 0.9240506329113924, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.032240577042102814, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.951188986232791, |
|
"eval_overall_precision": 0.9476309226932669, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.295, |
|
"eval_samples_per_second": 576.34, |
|
"eval_steps_per_second": 10.171, |
|
"step": 1632 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"grad_norm": 0.5611312389373779, |
|
"learning_rate": 4.1e-05, |
|
"loss": 0.0388, |
|
"step": 1728 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9490445859872612, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9551282051282052, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9838709677419355, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9838709677419355, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.033160652965307236, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.957286432160804, |
|
"eval_overall_precision": 0.957286432160804, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2986, |
|
"eval_samples_per_second": 569.287, |
|
"eval_steps_per_second": 10.046, |
|
"step": 1728 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"grad_norm": 0.3558262288570404, |
|
"learning_rate": 4.05e-05, |
|
"loss": 0.0366, |
|
"step": 1824 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_LOCATION_f1": 0.9145299145299146, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9067796610169492, |
|
"eval_LOCATION_recall": 0.9224137931034483, |
|
"eval_ORGANIZATION_f1": 0.9308176100628932, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.925, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.031707994639873505, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9426433915211971, |
|
"eval_overall_precision": 0.9356435643564357, |
|
"eval_overall_recall": 0.949748743718593, |
|
"eval_runtime": 0.2979, |
|
"eval_samples_per_second": 570.71, |
|
"eval_steps_per_second": 10.071, |
|
"step": 1824 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"grad_norm": 0.4148123562335968, |
|
"learning_rate": 4e-05, |
|
"loss": 0.0373, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_LOCATION_f1": 0.9237288135593221, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9083333333333333, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9363057324840764, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9423076923076923, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.03521905094385147, |
|
"eval_overall_accuracy": 0.9892945374691189, |
|
"eval_overall_f1": 0.9475, |
|
"eval_overall_precision": 0.9427860696517413, |
|
"eval_overall_recall": 0.9522613065326633, |
|
"eval_runtime": 0.2972, |
|
"eval_samples_per_second": 571.97, |
|
"eval_steps_per_second": 10.094, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"grad_norm": 0.5516610741615295, |
|
"learning_rate": 3.9500000000000005e-05, |
|
"loss": 0.0363, |
|
"step": 2016 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"eval_LOCATION_f1": 0.9372384937238494, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9105691056910569, |
|
"eval_LOCATION_recall": 0.9655172413793104, |
|
"eval_ORGANIZATION_f1": 0.9453376205787781, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9607843137254902, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.03482896089553833, |
|
"eval_overall_accuracy": 0.990118034586879, |
|
"eval_overall_f1": 0.9550000000000001, |
|
"eval_overall_precision": 0.9502487562189055, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2984, |
|
"eval_samples_per_second": 569.642, |
|
"eval_steps_per_second": 10.053, |
|
"step": 2016 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"grad_norm": 0.5190480947494507, |
|
"learning_rate": 3.9000000000000006e-05, |
|
"loss": 0.0333, |
|
"step": 2112 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9551282051282052, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9675324675324676, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.03263789415359497, |
|
"eval_overall_accuracy": 0.9920395278616525, |
|
"eval_overall_f1": 0.9610062893081761, |
|
"eval_overall_precision": 0.9622166246851386, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2978, |
|
"eval_samples_per_second": 570.893, |
|
"eval_steps_per_second": 10.075, |
|
"step": 2112 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"grad_norm": 0.2496182769536972, |
|
"learning_rate": 3.85e-05, |
|
"loss": 0.0334, |
|
"step": 2208 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"eval_LOCATION_f1": 0.9361702127659575, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9243697478991597, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9385113268608414, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9602649006622517, |
|
"eval_ORGANIZATION_recall": 0.9177215189873418, |
|
"eval_PERSON_f1": 0.9838709677419355, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9838709677419355, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03321027755737305, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.952020202020202, |
|
"eval_overall_precision": 0.9568527918781726, |
|
"eval_overall_recall": 0.9472361809045227, |
|
"eval_runtime": 0.2992, |
|
"eval_samples_per_second": 568.175, |
|
"eval_steps_per_second": 10.027, |
|
"step": 2208 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"grad_norm": 0.2451947033405304, |
|
"learning_rate": 3.8e-05, |
|
"loss": 0.0311, |
|
"step": 2304 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_LOCATION_f1": 0.9356223175965666, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9316239316239316, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9389067524115756, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.954248366013072, |
|
"eval_ORGANIZATION_recall": 0.9240506329113924, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.03355176001787186, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.9521410579345088, |
|
"eval_overall_precision": 0.9545454545454546, |
|
"eval_overall_recall": 0.949748743718593, |
|
"eval_runtime": 0.2987, |
|
"eval_samples_per_second": 569.101, |
|
"eval_steps_per_second": 10.043, |
|
"step": 2304 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"grad_norm": 0.8237476944923401, |
|
"learning_rate": 3.7500000000000003e-05, |
|
"loss": 0.0291, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_LOCATION_f1": 0.9142857142857144, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.8682170542635659, |
|
"eval_LOCATION_recall": 0.9655172413793104, |
|
"eval_ORGANIZATION_f1": 0.9453376205787781, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9607843137254902, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04588455706834793, |
|
"eval_overall_accuracy": 0.9887455393906122, |
|
"eval_overall_f1": 0.9467162329615861, |
|
"eval_overall_precision": 0.9339853300733496, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2981, |
|
"eval_samples_per_second": 570.205, |
|
"eval_steps_per_second": 10.062, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"grad_norm": 0.2971176207065582, |
|
"learning_rate": 3.7e-05, |
|
"loss": 0.0309, |
|
"step": 2496 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_LOCATION_f1": 0.9487179487179486, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.940677966101695, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9487179487179488, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.961038961038961, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9838709677419355, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9838709677419355, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03225880116224289, |
|
"eval_overall_accuracy": 0.9923140269009059, |
|
"eval_overall_f1": 0.9596977329974811, |
|
"eval_overall_precision": 0.9621212121212122, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2966, |
|
"eval_samples_per_second": 573.153, |
|
"eval_steps_per_second": 10.114, |
|
"step": 2496 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"grad_norm": 0.9443634152412415, |
|
"learning_rate": 3.65e-05, |
|
"loss": 0.03, |
|
"step": 2592 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"eval_LOCATION_f1": 0.9356223175965666, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9316239316239316, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9354838709677419, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9539473684210527, |
|
"eval_ORGANIZATION_recall": 0.9177215189873418, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.03374403342604637, |
|
"eval_overall_accuracy": 0.9898435355476256, |
|
"eval_overall_f1": 0.9508196721311476, |
|
"eval_overall_precision": 0.9544303797468354, |
|
"eval_overall_recall": 0.9472361809045227, |
|
"eval_runtime": 0.2968, |
|
"eval_samples_per_second": 572.729, |
|
"eval_steps_per_second": 10.107, |
|
"step": 2592 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"grad_norm": 0.22665169835090637, |
|
"learning_rate": 3.6e-05, |
|
"loss": 0.0251, |
|
"step": 2688 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_LOCATION_f1": 0.9237288135593221, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9083333333333333, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9367088607594937, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9367088607594937, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.0359656922519207, |
|
"eval_overall_accuracy": 0.9898435355476256, |
|
"eval_overall_f1": 0.9463171036204745, |
|
"eval_overall_precision": 0.9404466501240695, |
|
"eval_overall_recall": 0.9522613065326633, |
|
"eval_runtime": 0.2982, |
|
"eval_samples_per_second": 570.179, |
|
"eval_steps_per_second": 10.062, |
|
"step": 2688 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"grad_norm": 0.47689852118492126, |
|
"learning_rate": 3.55e-05, |
|
"loss": 0.0228, |
|
"step": 2784 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"eval_LOCATION_f1": 0.9237288135593221, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9083333333333333, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9430379746835443, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9430379746835443, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04356582462787628, |
|
"eval_overall_accuracy": 0.9890200384298655, |
|
"eval_overall_f1": 0.9501246882793017, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.3012, |
|
"eval_samples_per_second": 564.366, |
|
"eval_steps_per_second": 9.959, |
|
"step": 2784 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"grad_norm": 0.7457932829856873, |
|
"learning_rate": 3.5e-05, |
|
"loss": 0.0248, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_LOCATION_f1": 0.9137931034482759, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9137931034482759, |
|
"eval_LOCATION_recall": 0.9137931034482759, |
|
"eval_ORGANIZATION_f1": 0.9371069182389938, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.93125, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04006287083029747, |
|
"eval_overall_accuracy": 0.9890200384298655, |
|
"eval_overall_f1": 0.9450000000000001, |
|
"eval_overall_precision": 0.9402985074626866, |
|
"eval_overall_recall": 0.949748743718593, |
|
"eval_runtime": 0.2984, |
|
"eval_samples_per_second": 569.654, |
|
"eval_steps_per_second": 10.053, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"grad_norm": 0.4651215076446533, |
|
"learning_rate": 3.45e-05, |
|
"loss": 0.0238, |
|
"step": 2976 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"eval_LOCATION_f1": 0.9531914893617022, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9411764705882353, |
|
"eval_LOCATION_recall": 0.9655172413793104, |
|
"eval_ORGANIZATION_f1": 0.9449838187702266, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9668874172185431, |
|
"eval_ORGANIZATION_recall": 0.9240506329113924, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03806662932038307, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9583858764186632, |
|
"eval_overall_precision": 0.9620253164556962, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2956, |
|
"eval_samples_per_second": 575.154, |
|
"eval_steps_per_second": 10.15, |
|
"step": 2976 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"grad_norm": 0.5793745517730713, |
|
"learning_rate": 3.4000000000000007e-05, |
|
"loss": 0.0213, |
|
"step": 3072 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"eval_LOCATION_f1": 0.9322033898305084, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9166666666666666, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9329073482428115, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9419354838709677, |
|
"eval_ORGANIZATION_recall": 0.9240506329113924, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.04070785641670227, |
|
"eval_overall_accuracy": 0.990118034586879, |
|
"eval_overall_f1": 0.9473684210526316, |
|
"eval_overall_precision": 0.945, |
|
"eval_overall_recall": 0.949748743718593, |
|
"eval_runtime": 0.2979, |
|
"eval_samples_per_second": 570.624, |
|
"eval_steps_per_second": 10.07, |
|
"step": 3072 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"grad_norm": 0.6270995736122131, |
|
"learning_rate": 3.35e-05, |
|
"loss": 0.0222, |
|
"step": 3168 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9354838709677419, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9539473684210527, |
|
"eval_ORGANIZATION_recall": 0.9177215189873418, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.0342167504131794, |
|
"eval_overall_accuracy": 0.9914905297831458, |
|
"eval_overall_f1": 0.953341740226986, |
|
"eval_overall_precision": 0.9569620253164557, |
|
"eval_overall_recall": 0.949748743718593, |
|
"eval_runtime": 0.2985, |
|
"eval_samples_per_second": 569.574, |
|
"eval_steps_per_second": 10.051, |
|
"step": 3168 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"grad_norm": 0.5759699940681458, |
|
"learning_rate": 3.3e-05, |
|
"loss": 0.022, |
|
"step": 3264 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"eval_LOCATION_f1": 0.9237288135593221, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9083333333333333, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9430379746835443, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9430379746835443, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.041709043085575104, |
|
"eval_overall_accuracy": 0.9898435355476256, |
|
"eval_overall_f1": 0.9488139825218478, |
|
"eval_overall_precision": 0.9429280397022333, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2973, |
|
"eval_samples_per_second": 571.888, |
|
"eval_steps_per_second": 10.092, |
|
"step": 3264 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"grad_norm": 0.6274858117103577, |
|
"learning_rate": 3.2500000000000004e-05, |
|
"loss": 0.0217, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9152542372881356, |
|
"eval_LOCATION_recall": 0.9310344827586207, |
|
"eval_ORGANIZATION_f1": 0.946031746031746, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9490445859872612, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.976, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9682539682539683, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.040370818227529526, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9486858573216519, |
|
"eval_overall_precision": 0.9451371571072319, |
|
"eval_overall_recall": 0.9522613065326633, |
|
"eval_runtime": 0.2948, |
|
"eval_samples_per_second": 576.631, |
|
"eval_steps_per_second": 10.176, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"grad_norm": 0.53178870677948, |
|
"learning_rate": 3.2000000000000005e-05, |
|
"loss": 0.0188, |
|
"step": 3456 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"eval_LOCATION_f1": 0.9391304347826087, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9473684210526315, |
|
"eval_LOCATION_recall": 0.9310344827586207, |
|
"eval_ORGANIZATION_f1": 0.9333333333333332, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9363057324840764, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.039047881960868835, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9485570890840652, |
|
"eval_overall_precision": 0.9473684210526315, |
|
"eval_overall_recall": 0.949748743718593, |
|
"eval_runtime": 0.3024, |
|
"eval_samples_per_second": 562.228, |
|
"eval_steps_per_second": 9.922, |
|
"step": 3456 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"grad_norm": 0.7722581028938293, |
|
"learning_rate": 3.15e-05, |
|
"loss": 0.0212, |
|
"step": 3552 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"eval_LOCATION_f1": 0.9473684210526316, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9642857142857143, |
|
"eval_LOCATION_recall": 0.9310344827586207, |
|
"eval_ORGANIZATION_f1": 0.9526813880126183, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.949685534591195, |
|
"eval_ORGANIZATION_recall": 0.9556962025316456, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03522836044430733, |
|
"eval_overall_accuracy": 0.9923140269009059, |
|
"eval_overall_f1": 0.9596977329974811, |
|
"eval_overall_precision": 0.9621212121212122, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2981, |
|
"eval_samples_per_second": 570.347, |
|
"eval_steps_per_second": 10.065, |
|
"step": 3552 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"grad_norm": 0.034928902983665466, |
|
"learning_rate": 3.1e-05, |
|
"loss": 0.0183, |
|
"step": 3648 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"eval_LOCATION_f1": 0.9437229437229439, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9478260869565217, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9463722397476341, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9433962264150944, |
|
"eval_ORGANIZATION_recall": 0.9493670886075949, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.038987092673778534, |
|
"eval_overall_accuracy": 0.9914905297831458, |
|
"eval_overall_f1": 0.9560853199498118, |
|
"eval_overall_precision": 0.9548872180451128, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2965, |
|
"eval_samples_per_second": 573.299, |
|
"eval_steps_per_second": 10.117, |
|
"step": 3648 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"grad_norm": 0.5672887563705444, |
|
"learning_rate": 3.05e-05, |
|
"loss": 0.0184, |
|
"step": 3744 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"eval_LOCATION_f1": 0.9482758620689655, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9482758620689655, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03323935344815254, |
|
"eval_overall_accuracy": 0.9925885259401592, |
|
"eval_overall_f1": 0.9596977329974811, |
|
"eval_overall_precision": 0.9621212121212122, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2983, |
|
"eval_samples_per_second": 569.899, |
|
"eval_steps_per_second": 10.057, |
|
"step": 3744 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"grad_norm": 0.5080427527427673, |
|
"learning_rate": 3e-05, |
|
"loss": 0.0176, |
|
"step": 3840 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"eval_LOCATION_f1": 0.9322033898305084, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9166666666666666, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9453376205787781, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9607843137254902, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9721115537848605, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9606299212598425, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.04094182699918747, |
|
"eval_overall_accuracy": 0.990118034586879, |
|
"eval_overall_f1": 0.9498746867167919, |
|
"eval_overall_precision": 0.9475, |
|
"eval_overall_recall": 0.9522613065326633, |
|
"eval_runtime": 0.2956, |
|
"eval_samples_per_second": 575.099, |
|
"eval_steps_per_second": 10.149, |
|
"step": 3840 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"grad_norm": 0.07212147861719131, |
|
"learning_rate": 2.95e-05, |
|
"loss": 0.0182, |
|
"step": 3936 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9523809523809524, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9554140127388535, |
|
"eval_ORGANIZATION_recall": 0.9493670886075949, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.03880760073661804, |
|
"eval_overall_accuracy": 0.9923140269009059, |
|
"eval_overall_f1": 0.9575, |
|
"eval_overall_precision": 0.9527363184079602, |
|
"eval_overall_recall": 0.9623115577889447, |
|
"eval_runtime": 0.2999, |
|
"eval_samples_per_second": 566.947, |
|
"eval_steps_per_second": 10.005, |
|
"step": 3936 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"grad_norm": 0.6076759696006775, |
|
"learning_rate": 2.9e-05, |
|
"loss": 0.0175, |
|
"step": 4032 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"eval_LOCATION_f1": 0.9327731092436975, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9098360655737705, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.03986818715929985, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.9551122194513715, |
|
"eval_overall_precision": 0.948019801980198, |
|
"eval_overall_recall": 0.9623115577889447, |
|
"eval_runtime": 0.298, |
|
"eval_samples_per_second": 570.471, |
|
"eval_steps_per_second": 10.067, |
|
"step": 4032 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"grad_norm": 0.21522241830825806, |
|
"learning_rate": 2.8499999999999998e-05, |
|
"loss": 0.0169, |
|
"step": 4128 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"eval_LOCATION_f1": 0.9437229437229439, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9478260869565217, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9274447949526813, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9245283018867925, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9838709677419355, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9838709677419355, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03812630474567413, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.949748743718593, |
|
"eval_overall_precision": 0.949748743718593, |
|
"eval_overall_recall": 0.949748743718593, |
|
"eval_runtime": 0.2951, |
|
"eval_samples_per_second": 576.049, |
|
"eval_steps_per_second": 10.166, |
|
"step": 4128 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"grad_norm": 0.5210365653038025, |
|
"learning_rate": 2.8000000000000003e-05, |
|
"loss": 0.0166, |
|
"step": 4224 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"eval_LOCATION_f1": 0.9367088607594937, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9173553719008265, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9682539682539683, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.953125, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.039871733635663986, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.9526184538653367, |
|
"eval_overall_precision": 0.9455445544554455, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.3007, |
|
"eval_samples_per_second": 565.291, |
|
"eval_steps_per_second": 9.976, |
|
"step": 4224 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"grad_norm": 0.5988039970397949, |
|
"learning_rate": 2.7500000000000004e-05, |
|
"loss": 0.015, |
|
"step": 4320 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"eval_LOCATION_f1": 0.9491525423728815, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9333333333333333, |
|
"eval_LOCATION_recall": 0.9655172413793104, |
|
"eval_ORGANIZATION_f1": 0.9453376205787781, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9607843137254902, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9799196787148594, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.976, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03624749928712845, |
|
"eval_overall_accuracy": 0.9923140269009059, |
|
"eval_overall_f1": 0.957286432160804, |
|
"eval_overall_precision": 0.957286432160804, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2962, |
|
"eval_samples_per_second": 573.84, |
|
"eval_steps_per_second": 10.127, |
|
"step": 4320 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"grad_norm": 0.12654761970043182, |
|
"learning_rate": 2.7000000000000002e-05, |
|
"loss": 0.0163, |
|
"step": 4416 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"eval_LOCATION_f1": 0.9198312236286921, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9008264462809917, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9456869009584665, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9548387096774194, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04110268875956535, |
|
"eval_overall_accuracy": 0.990118034586879, |
|
"eval_overall_f1": 0.9488139825218478, |
|
"eval_overall_precision": 0.9429280397022333, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2978, |
|
"eval_samples_per_second": 570.834, |
|
"eval_steps_per_second": 10.074, |
|
"step": 4416 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"grad_norm": 0.8154733777046204, |
|
"learning_rate": 2.6500000000000004e-05, |
|
"loss": 0.0163, |
|
"step": 4512 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"eval_LOCATION_f1": 0.9322033898305084, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9166666666666666, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9453376205787781, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9607843137254902, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.039265744388103485, |
|
"eval_overall_accuracy": 0.9914905297831458, |
|
"eval_overall_f1": 0.9535759096612295, |
|
"eval_overall_precision": 0.9523809523809523, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.296, |
|
"eval_samples_per_second": 574.362, |
|
"eval_steps_per_second": 10.136, |
|
"step": 4512 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"grad_norm": 0.5110801458358765, |
|
"learning_rate": 2.6000000000000002e-05, |
|
"loss": 0.0136, |
|
"step": 4608 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"eval_LOCATION_f1": 0.9356223175965666, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9316239316239316, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9456869009584665, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9548387096774194, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04232502728700638, |
|
"eval_overall_accuracy": 0.9914905297831458, |
|
"eval_overall_f1": 0.9547738693467337, |
|
"eval_overall_precision": 0.9547738693467337, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2956, |
|
"eval_samples_per_second": 575.116, |
|
"eval_steps_per_second": 10.149, |
|
"step": 4608 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"grad_norm": 0.1729801595211029, |
|
"learning_rate": 2.5500000000000003e-05, |
|
"loss": 0.0147, |
|
"step": 4704 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"eval_LOCATION_f1": 0.9396551724137931, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9396551724137931, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9490445859872612, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9551282051282052, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9838709677419355, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9838709677419355, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.03779783844947815, |
|
"eval_overall_accuracy": 0.9920395278616525, |
|
"eval_overall_f1": 0.9571788413098236, |
|
"eval_overall_precision": 0.9595959595959596, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2969, |
|
"eval_samples_per_second": 572.49, |
|
"eval_steps_per_second": 10.103, |
|
"step": 4704 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"grad_norm": 0.9957223534584045, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.0126, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"eval_LOCATION_f1": 0.9356223175965666, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9316239316239316, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9490445859872612, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9551282051282052, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.976, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9682539682539683, |
|
"eval_PERSON_recall": 0.9838709677419355, |
|
"eval_loss": 0.043282754719257355, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9535759096612295, |
|
"eval_overall_precision": 0.9523809523809523, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2976, |
|
"eval_samples_per_second": 571.251, |
|
"eval_steps_per_second": 10.081, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"grad_norm": 1.63614821434021, |
|
"learning_rate": 2.45e-05, |
|
"loss": 0.0146, |
|
"step": 4896 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"eval_LOCATION_f1": 0.9361702127659575, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9243697478991597, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9453376205787781, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9607843137254902, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04477479308843613, |
|
"eval_overall_accuracy": 0.9903925336261323, |
|
"eval_overall_f1": 0.9535759096612295, |
|
"eval_overall_precision": 0.9523809523809523, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2989, |
|
"eval_samples_per_second": 568.75, |
|
"eval_steps_per_second": 10.037, |
|
"step": 4896 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"grad_norm": 0.36906835436820984, |
|
"learning_rate": 2.4e-05, |
|
"loss": 0.0146, |
|
"step": 4992 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"eval_LOCATION_f1": 0.9367088607594937, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9173553719008265, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9449838187702266, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9668874172185431, |
|
"eval_ORGANIZATION_recall": 0.9240506329113924, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.046886004507541656, |
|
"eval_overall_accuracy": 0.9903925336261323, |
|
"eval_overall_f1": 0.9523809523809523, |
|
"eval_overall_precision": 0.95, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2983, |
|
"eval_samples_per_second": 569.885, |
|
"eval_steps_per_second": 10.057, |
|
"step": 4992 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"grad_norm": 0.3496086001396179, |
|
"learning_rate": 2.35e-05, |
|
"loss": 0.0119, |
|
"step": 5088 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"eval_LOCATION_f1": 0.9276595744680851, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9159663865546218, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9426751592356688, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9487179487179487, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04656808078289032, |
|
"eval_overall_accuracy": 0.9898435355476256, |
|
"eval_overall_f1": 0.9488139825218478, |
|
"eval_overall_precision": 0.9429280397022333, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2973, |
|
"eval_samples_per_second": 571.731, |
|
"eval_steps_per_second": 10.089, |
|
"step": 5088 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"grad_norm": 0.98432457447052, |
|
"learning_rate": 2.3000000000000003e-05, |
|
"loss": 0.0128, |
|
"step": 5184 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"eval_LOCATION_f1": 0.9322033898305084, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9166666666666666, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9456869009584665, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9548387096774194, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.053139399737119675, |
|
"eval_overall_accuracy": 0.9892945374691189, |
|
"eval_overall_f1": 0.951310861423221, |
|
"eval_overall_precision": 0.9454094292803971, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2968, |
|
"eval_samples_per_second": 572.682, |
|
"eval_steps_per_second": 10.106, |
|
"step": 5184 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"grad_norm": 1.06143057346344, |
|
"learning_rate": 2.25e-05, |
|
"loss": 0.013, |
|
"step": 5280 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9358974358974359, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.948051948051948, |
|
"eval_ORGANIZATION_recall": 0.9240506329113924, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04369078949093819, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9510664993726474, |
|
"eval_overall_precision": 0.949874686716792, |
|
"eval_overall_recall": 0.9522613065326633, |
|
"eval_runtime": 0.2975, |
|
"eval_samples_per_second": 571.398, |
|
"eval_steps_per_second": 10.083, |
|
"step": 5280 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"grad_norm": 0.19326968491077423, |
|
"learning_rate": 2.2000000000000003e-05, |
|
"loss": 0.0125, |
|
"step": 5376 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"eval_LOCATION_f1": 0.9316239316239315, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.923728813559322, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9389067524115756, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.954248366013072, |
|
"eval_ORGANIZATION_recall": 0.9240506329113924, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04643920063972473, |
|
"eval_overall_accuracy": 0.9895690365083722, |
|
"eval_overall_f1": 0.9485570890840652, |
|
"eval_overall_precision": 0.9473684210526315, |
|
"eval_overall_recall": 0.949748743718593, |
|
"eval_runtime": 0.2965, |
|
"eval_samples_per_second": 573.443, |
|
"eval_steps_per_second": 10.12, |
|
"step": 5376 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"grad_norm": 0.2908190190792084, |
|
"learning_rate": 2.15e-05, |
|
"loss": 0.012, |
|
"step": 5472 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"eval_LOCATION_f1": 0.9396551724137931, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9396551724137931, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.9333333333333332, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9363057324840764, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04293465241789818, |
|
"eval_overall_accuracy": 0.9903925336261323, |
|
"eval_overall_f1": 0.9498746867167919, |
|
"eval_overall_precision": 0.9475, |
|
"eval_overall_recall": 0.9522613065326633, |
|
"eval_runtime": 0.2998, |
|
"eval_samples_per_second": 567.113, |
|
"eval_steps_per_second": 10.008, |
|
"step": 5472 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"grad_norm": 0.03710107132792473, |
|
"learning_rate": 2.1e-05, |
|
"loss": 0.012, |
|
"step": 5568 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"eval_LOCATION_f1": 0.9316239316239315, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.923728813559322, |
|
"eval_LOCATION_recall": 0.9396551724137931, |
|
"eval_ORGANIZATION_f1": 0.939297124600639, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9483870967741935, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04816155135631561, |
|
"eval_overall_accuracy": 0.9892945374691189, |
|
"eval_overall_f1": 0.9498746867167919, |
|
"eval_overall_precision": 0.9475, |
|
"eval_overall_recall": 0.9522613065326633, |
|
"eval_runtime": 0.2969, |
|
"eval_samples_per_second": 572.618, |
|
"eval_steps_per_second": 10.105, |
|
"step": 5568 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"grad_norm": 0.24933892488479614, |
|
"learning_rate": 2.05e-05, |
|
"loss": 0.0123, |
|
"step": 5664 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"eval_LOCATION_f1": 0.9322033898305084, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9166666666666666, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9294871794871796, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9415584415584416, |
|
"eval_ORGANIZATION_recall": 0.9177215189873418, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05612450838088989, |
|
"eval_overall_accuracy": 0.9887455393906122, |
|
"eval_overall_f1": 0.9450000000000001, |
|
"eval_overall_precision": 0.9402985074626866, |
|
"eval_overall_recall": 0.949748743718593, |
|
"eval_runtime": 0.2983, |
|
"eval_samples_per_second": 569.802, |
|
"eval_steps_per_second": 10.055, |
|
"step": 5664 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"grad_norm": 0.1557096242904663, |
|
"learning_rate": 2e-05, |
|
"loss": 0.0117, |
|
"step": 5760 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9423076923076923, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9545454545454546, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05061795935034752, |
|
"eval_overall_accuracy": 0.9898435355476256, |
|
"eval_overall_f1": 0.9547738693467337, |
|
"eval_overall_precision": 0.9547738693467337, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2971, |
|
"eval_samples_per_second": 572.123, |
|
"eval_steps_per_second": 10.096, |
|
"step": 5760 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"grad_norm": 0.2682698369026184, |
|
"learning_rate": 1.9500000000000003e-05, |
|
"loss": 0.0115, |
|
"step": 5856 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9423076923076923, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9545454545454546, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.048160944133996964, |
|
"eval_overall_accuracy": 0.9898435355476256, |
|
"eval_overall_f1": 0.9547738693467337, |
|
"eval_overall_precision": 0.9547738693467337, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2984, |
|
"eval_samples_per_second": 569.698, |
|
"eval_steps_per_second": 10.054, |
|
"step": 5856 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"grad_norm": 0.40208688378334045, |
|
"learning_rate": 1.9e-05, |
|
"loss": 0.0094, |
|
"step": 5952 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.939297124600639, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9483870967741935, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9879518072289156, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.984, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05038047209382057, |
|
"eval_overall_accuracy": 0.990118034586879, |
|
"eval_overall_f1": 0.9547738693467337, |
|
"eval_overall_precision": 0.9547738693467337, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2976, |
|
"eval_samples_per_second": 571.281, |
|
"eval_steps_per_second": 10.081, |
|
"step": 5952 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"grad_norm": 0.02688334509730339, |
|
"learning_rate": 1.85e-05, |
|
"loss": 0.0101, |
|
"step": 6048 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.939297124600639, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9483870967741935, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9879518072289156, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.984, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04784246161580086, |
|
"eval_overall_accuracy": 0.9903925336261323, |
|
"eval_overall_f1": 0.9547738693467337, |
|
"eval_overall_precision": 0.9547738693467337, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2979, |
|
"eval_samples_per_second": 570.734, |
|
"eval_steps_per_second": 10.072, |
|
"step": 6048 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"grad_norm": 0.07943878322839737, |
|
"learning_rate": 1.8e-05, |
|
"loss": 0.0096, |
|
"step": 6144 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9453376205787781, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9607843137254902, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9879518072289156, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.984, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04850446432828903, |
|
"eval_overall_accuracy": 0.9914905297831458, |
|
"eval_overall_f1": 0.9571788413098236, |
|
"eval_overall_precision": 0.9595959595959596, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2969, |
|
"eval_samples_per_second": 572.602, |
|
"eval_steps_per_second": 10.105, |
|
"step": 6144 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"grad_norm": 0.4087267518043518, |
|
"learning_rate": 1.75e-05, |
|
"loss": 0.0095, |
|
"step": 6240 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"eval_LOCATION_f1": 0.9361702127659575, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9243697478991597, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9423076923076923, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9545454545454546, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05776742100715637, |
|
"eval_overall_accuracy": 0.9895690365083722, |
|
"eval_overall_f1": 0.951188986232791, |
|
"eval_overall_precision": 0.9476309226932669, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2971, |
|
"eval_samples_per_second": 572.201, |
|
"eval_steps_per_second": 10.098, |
|
"step": 6240 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"grad_norm": 0.1425824612379074, |
|
"learning_rate": 1.7000000000000003e-05, |
|
"loss": 0.0113, |
|
"step": 6336 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"eval_LOCATION_f1": 0.9406779661016949, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.925, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9419354838709677, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9605263157894737, |
|
"eval_ORGANIZATION_recall": 0.9240506329113924, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05492893233895302, |
|
"eval_overall_accuracy": 0.9903925336261323, |
|
"eval_overall_f1": 0.9535759096612295, |
|
"eval_overall_precision": 0.9523809523809523, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.3009, |
|
"eval_samples_per_second": 564.889, |
|
"eval_steps_per_second": 9.969, |
|
"step": 6336 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"grad_norm": 0.02967935986816883, |
|
"learning_rate": 1.65e-05, |
|
"loss": 0.0088, |
|
"step": 6432 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.939297124600639, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9483870967741935, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.049883853644132614, |
|
"eval_overall_accuracy": 0.990118034586879, |
|
"eval_overall_f1": 0.951188986232791, |
|
"eval_overall_precision": 0.9476309226932669, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2989, |
|
"eval_samples_per_second": 568.81, |
|
"eval_steps_per_second": 10.038, |
|
"step": 6432 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"grad_norm": 0.5351668000221252, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 0.0094, |
|
"step": 6528 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9456869009584665, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9548387096774194, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.0438864603638649, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.957286432160804, |
|
"eval_overall_precision": 0.957286432160804, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2974, |
|
"eval_samples_per_second": 571.629, |
|
"eval_steps_per_second": 10.088, |
|
"step": 6528 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"grad_norm": 0.21662431955337524, |
|
"learning_rate": 1.55e-05, |
|
"loss": 0.008, |
|
"step": 6624 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04838420823216438, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.9597989949748744, |
|
"eval_overall_precision": 0.9597989949748744, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2997, |
|
"eval_samples_per_second": 567.269, |
|
"eval_steps_per_second": 10.011, |
|
"step": 6624 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"grad_norm": 0.746005117893219, |
|
"learning_rate": 1.5e-05, |
|
"loss": 0.0092, |
|
"step": 6720 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.939297124600639, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9483870967741935, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04468633607029915, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.9523809523809523, |
|
"eval_overall_precision": 0.95, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2983, |
|
"eval_samples_per_second": 569.834, |
|
"eval_steps_per_second": 10.056, |
|
"step": 6720 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"grad_norm": 0.053684864193201065, |
|
"learning_rate": 1.45e-05, |
|
"loss": 0.008, |
|
"step": 6816 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"eval_LOCATION_f1": 0.9361702127659575, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9243697478991597, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9358974358974359, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.948051948051948, |
|
"eval_ORGANIZATION_recall": 0.9240506329113924, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05243850126862526, |
|
"eval_overall_accuracy": 0.9898435355476256, |
|
"eval_overall_f1": 0.9510664993726474, |
|
"eval_overall_precision": 0.949874686716792, |
|
"eval_overall_recall": 0.9522613065326633, |
|
"eval_runtime": 0.2956, |
|
"eval_samples_per_second": 575.185, |
|
"eval_steps_per_second": 10.15, |
|
"step": 6816 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"grad_norm": 0.7887480854988098, |
|
"learning_rate": 1.4000000000000001e-05, |
|
"loss": 0.0084, |
|
"step": 6912 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9456869009584665, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9548387096774194, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04431832954287529, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9560853199498118, |
|
"eval_overall_precision": 0.9548872180451128, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2956, |
|
"eval_samples_per_second": 575.026, |
|
"eval_steps_per_second": 10.148, |
|
"step": 6912 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"grad_norm": 0.6922429800033569, |
|
"learning_rate": 1.3500000000000001e-05, |
|
"loss": 0.0085, |
|
"step": 7008 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9490445859872612, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9551282051282052, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04679226130247116, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9573934837092732, |
|
"eval_overall_precision": 0.955, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2979, |
|
"eval_samples_per_second": 570.644, |
|
"eval_steps_per_second": 10.07, |
|
"step": 7008 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"grad_norm": 0.31839609146118164, |
|
"learning_rate": 1.3000000000000001e-05, |
|
"loss": 0.0081, |
|
"step": 7104 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9423076923076923, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9545454545454546, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04726555943489075, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.9547738693467337, |
|
"eval_overall_precision": 0.9547738693467337, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.297, |
|
"eval_samples_per_second": 572.376, |
|
"eval_steps_per_second": 10.101, |
|
"step": 7104 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"grad_norm": 0.17296186089515686, |
|
"learning_rate": 1.25e-05, |
|
"loss": 0.0087, |
|
"step": 7200 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"eval_LOCATION_f1": 0.9446808510638298, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9327731092436975, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9389067524115756, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.954248366013072, |
|
"eval_ORGANIZATION_recall": 0.9240506329113924, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04478701949119568, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.9535759096612295, |
|
"eval_overall_precision": 0.9523809523809523, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.3081, |
|
"eval_samples_per_second": 551.748, |
|
"eval_steps_per_second": 9.737, |
|
"step": 7200 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"grad_norm": 0.019858483225107193, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.0076, |
|
"step": 7296 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"eval_LOCATION_f1": 0.9361702127659575, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9243697478991597, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9426751592356688, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9487179487179487, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.0498213991522789, |
|
"eval_overall_accuracy": 0.9903925336261323, |
|
"eval_overall_f1": 0.9525, |
|
"eval_overall_precision": 0.9477611940298507, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2955, |
|
"eval_samples_per_second": 575.326, |
|
"eval_steps_per_second": 10.153, |
|
"step": 7296 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"grad_norm": 0.46187853813171387, |
|
"learning_rate": 1.1500000000000002e-05, |
|
"loss": 0.0074, |
|
"step": 7392 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.939297124600639, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9483870967741935, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.047739606350660324, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.9523809523809523, |
|
"eval_overall_precision": 0.95, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2989, |
|
"eval_samples_per_second": 568.755, |
|
"eval_steps_per_second": 10.037, |
|
"step": 7392 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"grad_norm": 0.1097620278596878, |
|
"learning_rate": 1.1000000000000001e-05, |
|
"loss": 0.008, |
|
"step": 7488 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"eval_LOCATION_f1": 0.9487179487179486, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.940677966101695, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9879518072289156, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.984, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.042885202914476395, |
|
"eval_overall_accuracy": 0.9923140269009059, |
|
"eval_overall_f1": 0.9623115577889447, |
|
"eval_overall_precision": 0.9623115577889447, |
|
"eval_overall_recall": 0.9623115577889447, |
|
"eval_runtime": 0.2973, |
|
"eval_samples_per_second": 571.834, |
|
"eval_steps_per_second": 10.091, |
|
"step": 7488 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"grad_norm": 0.013154038228094578, |
|
"learning_rate": 1.05e-05, |
|
"loss": 0.0072, |
|
"step": 7584 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"eval_LOCATION_f1": 0.9361702127659575, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9243697478991597, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9423076923076923, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9545454545454546, |
|
"eval_ORGANIZATION_recall": 0.930379746835443, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04914812371134758, |
|
"eval_overall_accuracy": 0.9895690365083722, |
|
"eval_overall_f1": 0.951188986232791, |
|
"eval_overall_precision": 0.9476309226932669, |
|
"eval_overall_recall": 0.9547738693467337, |
|
"eval_runtime": 0.2959, |
|
"eval_samples_per_second": 574.45, |
|
"eval_steps_per_second": 10.137, |
|
"step": 7584 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"grad_norm": 0.04681688919663429, |
|
"learning_rate": 1e-05, |
|
"loss": 0.0066, |
|
"step": 7680 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"eval_LOCATION_f1": 0.9406779661016949, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.925, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9517684887459807, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9673202614379085, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.0501355342566967, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.9573934837092732, |
|
"eval_overall_precision": 0.955, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2946, |
|
"eval_samples_per_second": 576.977, |
|
"eval_steps_per_second": 10.182, |
|
"step": 7680 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"grad_norm": 0.43833377957344055, |
|
"learning_rate": 9.5e-06, |
|
"loss": 0.0068, |
|
"step": 7776 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9456869009584665, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9548387096774194, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04716813564300537, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.9548872180451128, |
|
"eval_overall_precision": 0.9525, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2995, |
|
"eval_samples_per_second": 567.635, |
|
"eval_steps_per_second": 10.017, |
|
"step": 7776 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"grad_norm": 0.1791413277387619, |
|
"learning_rate": 9e-06, |
|
"loss": 0.0066, |
|
"step": 7872 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9761904761904763, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9609375, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05336508899927139, |
|
"eval_overall_accuracy": 0.990118034586879, |
|
"eval_overall_f1": 0.9561952440550688, |
|
"eval_overall_precision": 0.9526184538653366, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2969, |
|
"eval_samples_per_second": 572.633, |
|
"eval_steps_per_second": 10.105, |
|
"step": 7872 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"grad_norm": 0.27082154154777527, |
|
"learning_rate": 8.500000000000002e-06, |
|
"loss": 0.0069, |
|
"step": 7968 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9456869009584665, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9548387096774194, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04806387424468994, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9560853199498118, |
|
"eval_overall_precision": 0.9548872180451128, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2951, |
|
"eval_samples_per_second": 576.151, |
|
"eval_steps_per_second": 10.167, |
|
"step": 7968 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"grad_norm": 0.07476259022951126, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.0065, |
|
"step": 8064 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05209340527653694, |
|
"eval_overall_accuracy": 0.9903925336261323, |
|
"eval_overall_f1": 0.9573934837092732, |
|
"eval_overall_precision": 0.955, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2941, |
|
"eval_samples_per_second": 577.955, |
|
"eval_steps_per_second": 10.199, |
|
"step": 8064 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"grad_norm": 0.06059735640883446, |
|
"learning_rate": 7.5e-06, |
|
"loss": 0.0063, |
|
"step": 8160 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05482008308172226, |
|
"eval_overall_accuracy": 0.9903925336261323, |
|
"eval_overall_f1": 0.9573934837092732, |
|
"eval_overall_precision": 0.955, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2961, |
|
"eval_samples_per_second": 574.076, |
|
"eval_steps_per_second": 10.131, |
|
"step": 8160 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"grad_norm": 0.05009327828884125, |
|
"learning_rate": 7.000000000000001e-06, |
|
"loss": 0.0064, |
|
"step": 8256 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"eval_LOCATION_f1": 0.94017094017094, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9322033898305084, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05267080292105675, |
|
"eval_overall_accuracy": 0.9903925336261323, |
|
"eval_overall_f1": 0.9573934837092732, |
|
"eval_overall_precision": 0.955, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2963, |
|
"eval_samples_per_second": 573.817, |
|
"eval_steps_per_second": 10.126, |
|
"step": 8256 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"grad_norm": 0.21512138843536377, |
|
"learning_rate": 6.5000000000000004e-06, |
|
"loss": 0.007, |
|
"step": 8352 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9490445859872612, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9551282051282052, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.0479336678981781, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9573934837092732, |
|
"eval_overall_precision": 0.955, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2953, |
|
"eval_samples_per_second": 575.737, |
|
"eval_steps_per_second": 10.16, |
|
"step": 8352 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"grad_norm": 0.2677503526210785, |
|
"learning_rate": 6e-06, |
|
"loss": 0.0062, |
|
"step": 8448 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9551282051282052, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9675324675324676, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04780548810958862, |
|
"eval_overall_accuracy": 0.9917650288223991, |
|
"eval_overall_f1": 0.9610062893081761, |
|
"eval_overall_precision": 0.9622166246851386, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2974, |
|
"eval_samples_per_second": 571.672, |
|
"eval_steps_per_second": 10.088, |
|
"step": 8448 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"grad_norm": 0.7986235022544861, |
|
"learning_rate": 5.500000000000001e-06, |
|
"loss": 0.0057, |
|
"step": 8544 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.047579675912857056, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9597989949748744, |
|
"eval_overall_precision": 0.9597989949748744, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2943, |
|
"eval_samples_per_second": 577.632, |
|
"eval_steps_per_second": 10.194, |
|
"step": 8544 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"grad_norm": 0.5620450973510742, |
|
"learning_rate": 5e-06, |
|
"loss": 0.0058, |
|
"step": 8640 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.9487179487179488, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.961038961038961, |
|
"eval_ORGANIZATION_recall": 0.9367088607594937, |
|
"eval_PERSON_f1": 0.9840000000000001, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.9761904761904762, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04754525423049927, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.9584905660377357, |
|
"eval_overall_precision": 0.9596977329974811, |
|
"eval_overall_recall": 0.957286432160804, |
|
"eval_runtime": 0.2939, |
|
"eval_samples_per_second": 578.361, |
|
"eval_steps_per_second": 10.206, |
|
"step": 8640 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"grad_norm": 0.1334208995103836, |
|
"learning_rate": 4.5e-06, |
|
"loss": 0.0066, |
|
"step": 8736 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05078602954745293, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.958594730238394, |
|
"eval_overall_precision": 0.9573934837092731, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2951, |
|
"eval_samples_per_second": 576.156, |
|
"eval_steps_per_second": 10.167, |
|
"step": 8736 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"grad_norm": 0.1834694892168045, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.0061, |
|
"step": 8832 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"eval_LOCATION_f1": 0.9446808510638298, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9327731092436975, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9551282051282052, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9675324675324676, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.05072775483131409, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.9598997493734336, |
|
"eval_overall_precision": 0.9575, |
|
"eval_overall_recall": 0.9623115577889447, |
|
"eval_runtime": 0.2962, |
|
"eval_samples_per_second": 573.953, |
|
"eval_steps_per_second": 10.129, |
|
"step": 8832 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"grad_norm": 0.5359702110290527, |
|
"learning_rate": 3.5000000000000004e-06, |
|
"loss": 0.0065, |
|
"step": 8928 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"eval_LOCATION_f1": 0.9487179487179486, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.940677966101695, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9581993569131834, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9738562091503268, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.047589123249053955, |
|
"eval_overall_accuracy": 0.9920395278616525, |
|
"eval_overall_f1": 0.9623115577889447, |
|
"eval_overall_precision": 0.9623115577889447, |
|
"eval_overall_recall": 0.9623115577889447, |
|
"eval_runtime": 0.2972, |
|
"eval_samples_per_second": 572.082, |
|
"eval_steps_per_second": 10.096, |
|
"step": 8928 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"grad_norm": 0.38933810591697693, |
|
"learning_rate": 3e-06, |
|
"loss": 0.0065, |
|
"step": 9024 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04974960908293724, |
|
"eval_overall_accuracy": 0.9906670326653857, |
|
"eval_overall_f1": 0.958594730238394, |
|
"eval_overall_precision": 0.9573934837092731, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2966, |
|
"eval_samples_per_second": 573.091, |
|
"eval_steps_per_second": 10.113, |
|
"step": 9024 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"grad_norm": 0.5164521932601929, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.007, |
|
"step": 9120 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04715043306350708, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.958594730238394, |
|
"eval_overall_precision": 0.9573934837092731, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.3002, |
|
"eval_samples_per_second": 566.322, |
|
"eval_steps_per_second": 9.994, |
|
"step": 9120 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"grad_norm": 0.6935141086578369, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 0.0076, |
|
"step": 9216 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"eval_LOCATION_f1": 0.9487179487179486, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.940677966101695, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9551282051282052, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9675324675324676, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.0494760125875473, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.9611041405269761, |
|
"eval_overall_precision": 0.9598997493734336, |
|
"eval_overall_recall": 0.9623115577889447, |
|
"eval_runtime": 0.2973, |
|
"eval_samples_per_second": 571.835, |
|
"eval_steps_per_second": 10.091, |
|
"step": 9216 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"grad_norm": 0.23275186121463776, |
|
"learning_rate": 1.5e-06, |
|
"loss": 0.0057, |
|
"step": 9312 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"eval_LOCATION_f1": 0.9487179487179486, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.940677966101695, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9551282051282052, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9675324675324676, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04830334708094597, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.9611041405269761, |
|
"eval_overall_precision": 0.9598997493734336, |
|
"eval_overall_recall": 0.9623115577889447, |
|
"eval_runtime": 0.2959, |
|
"eval_samples_per_second": 574.573, |
|
"eval_steps_per_second": 10.14, |
|
"step": 9312 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"grad_norm": 1.0000766515731812, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"loss": 0.0058, |
|
"step": 9408 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"eval_LOCATION_f1": 0.944206008583691, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.9401709401709402, |
|
"eval_LOCATION_recall": 0.9482758620689655, |
|
"eval_ORGANIZATION_f1": 0.952076677316294, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9612903225806452, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.047053366899490356, |
|
"eval_overall_accuracy": 0.9909415317046391, |
|
"eval_overall_f1": 0.958594730238394, |
|
"eval_overall_precision": 0.9573934837092731, |
|
"eval_overall_recall": 0.9597989949748744, |
|
"eval_runtime": 0.2956, |
|
"eval_samples_per_second": 575.069, |
|
"eval_steps_per_second": 10.148, |
|
"step": 9408 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"grad_norm": 0.2683166563510895, |
|
"learning_rate": 5.000000000000001e-07, |
|
"loss": 0.0063, |
|
"step": 9504 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"eval_LOCATION_f1": 0.9487179487179486, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.940677966101695, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9551282051282052, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9675324675324676, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.047673843801021576, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.9611041405269761, |
|
"eval_overall_precision": 0.9598997493734336, |
|
"eval_overall_recall": 0.9623115577889447, |
|
"eval_runtime": 0.2938, |
|
"eval_samples_per_second": 578.7, |
|
"eval_steps_per_second": 10.212, |
|
"step": 9504 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"grad_norm": 0.3831656873226166, |
|
"learning_rate": 0.0, |
|
"loss": 0.0055, |
|
"step": 9600 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"eval_LOCATION_f1": 0.9487179487179486, |
|
"eval_LOCATION_number": 116, |
|
"eval_LOCATION_precision": 0.940677966101695, |
|
"eval_LOCATION_recall": 0.9568965517241379, |
|
"eval_ORGANIZATION_f1": 0.9551282051282052, |
|
"eval_ORGANIZATION_number": 158, |
|
"eval_ORGANIZATION_precision": 0.9675324675324676, |
|
"eval_ORGANIZATION_recall": 0.9430379746835443, |
|
"eval_PERSON_f1": 0.9800796812749005, |
|
"eval_PERSON_number": 124, |
|
"eval_PERSON_precision": 0.968503937007874, |
|
"eval_PERSON_recall": 0.9919354838709677, |
|
"eval_loss": 0.04736623167991638, |
|
"eval_overall_accuracy": 0.9912160307438924, |
|
"eval_overall_f1": 0.9611041405269761, |
|
"eval_overall_precision": 0.9598997493734336, |
|
"eval_overall_recall": 0.9623115577889447, |
|
"eval_runtime": 0.2957, |
|
"eval_samples_per_second": 574.889, |
|
"eval_steps_per_second": 10.145, |
|
"step": 9600 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"step": 9600, |
|
"total_flos": 4293597283743744.0, |
|
"train_loss": 0.036266621196021635, |
|
"train_runtime": 548.5671, |
|
"train_samples_per_second": 279.091, |
|
"train_steps_per_second": 17.5 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 9600, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 100, |
|
"save_steps": 500, |
|
"total_flos": 4293597283743744.0, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|