nerui-unipelt-4 / trainer_state.json
apwic's picture
End of training
8774a2b verified
raw
history blame
111 kB
{
"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": 1.2695553302764893,
"learning_rate": 4.9500000000000004e-05,
"loss": 0.8815,
"step": 96
},
{
"epoch": 1.0,
"eval_LOCATION_f1": 0.0,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.0,
"eval_LOCATION_recall": 0.0,
"eval_ORGANIZATION_f1": 0.0,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.0,
"eval_ORGANIZATION_recall": 0.0,
"eval_PERSON_f1": 0.0,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.0,
"eval_PERSON_recall": 0.0,
"eval_loss": 0.5185229778289795,
"eval_overall_accuracy": 0.8378900856117095,
"eval_overall_f1": 0.0,
"eval_overall_precision": 0.0,
"eval_overall_recall": 0.0,
"eval_runtime": 0.3004,
"eval_samples_per_second": 565.841,
"eval_steps_per_second": 9.985,
"step": 96
},
{
"epoch": 2.0,
"grad_norm": 1.3206499814987183,
"learning_rate": 4.9e-05,
"loss": 0.3991,
"step": 192
},
{
"epoch": 2.0,
"eval_LOCATION_f1": 0.3644067796610169,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.3233082706766917,
"eval_LOCATION_recall": 0.4174757281553398,
"eval_ORGANIZATION_f1": 0.5203252032520325,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.48484848484848486,
"eval_ORGANIZATION_recall": 0.5614035087719298,
"eval_PERSON_f1": 0.5852090032154341,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.5055555555555555,
"eval_PERSON_recall": 0.6946564885496184,
"eval_loss": 0.2479129284620285,
"eval_overall_accuracy": 0.923777961888981,
"eval_overall_f1": 0.5021834061135371,
"eval_overall_precision": 0.4500978473581213,
"eval_overall_recall": 0.5679012345679012,
"eval_runtime": 0.3016,
"eval_samples_per_second": 563.742,
"eval_steps_per_second": 9.948,
"step": 192
},
{
"epoch": 3.0,
"grad_norm": 0.8349621891975403,
"learning_rate": 4.85e-05,
"loss": 0.2071,
"step": 288
},
{
"epoch": 3.0,
"eval_LOCATION_f1": 0.7106598984771573,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.7446808510638298,
"eval_LOCATION_recall": 0.6796116504854369,
"eval_ORGANIZATION_f1": 0.7966573816155988,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.7606382978723404,
"eval_ORGANIZATION_recall": 0.8362573099415205,
"eval_PERSON_f1": 0.962406015037594,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9481481481481482,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.1065019741654396,
"eval_overall_accuracy": 0.9685169842584921,
"eval_overall_f1": 0.829683698296837,
"eval_overall_precision": 0.8177458033573142,
"eval_overall_recall": 0.8419753086419753,
"eval_runtime": 0.3021,
"eval_samples_per_second": 562.671,
"eval_steps_per_second": 9.929,
"step": 288
},
{
"epoch": 4.0,
"grad_norm": 1.476486325263977,
"learning_rate": 4.8e-05,
"loss": 0.1278,
"step": 384
},
{
"epoch": 4.0,
"eval_LOCATION_f1": 0.848780487804878,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8529411764705882,
"eval_LOCATION_recall": 0.8446601941747572,
"eval_ORGANIZATION_f1": 0.8421052631578948,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.8,
"eval_ORGANIZATION_recall": 0.8888888888888888,
"eval_PERSON_f1": 0.9696969696969696,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9624060150375939,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.07688198983669281,
"eval_overall_accuracy": 0.9762496547914941,
"eval_overall_f1": 0.8843373493975903,
"eval_overall_precision": 0.8635294117647059,
"eval_overall_recall": 0.9061728395061729,
"eval_runtime": 0.3017,
"eval_samples_per_second": 563.433,
"eval_steps_per_second": 9.943,
"step": 384
},
{
"epoch": 5.0,
"grad_norm": 0.8666167855262756,
"learning_rate": 4.75e-05,
"loss": 0.1026,
"step": 480
},
{
"epoch": 5.0,
"eval_LOCATION_f1": 0.8725490196078431,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8811881188118812,
"eval_LOCATION_recall": 0.8640776699029126,
"eval_ORGANIZATION_f1": 0.8529411764705882,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.8579881656804734,
"eval_ORGANIZATION_recall": 0.847953216374269,
"eval_PERSON_f1": 0.9548872180451129,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9407407407407408,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.06833094358444214,
"eval_overall_accuracy": 0.9784589892294946,
"eval_overall_f1": 0.891358024691358,
"eval_overall_precision": 0.891358024691358,
"eval_overall_recall": 0.891358024691358,
"eval_runtime": 0.3066,
"eval_samples_per_second": 554.454,
"eval_steps_per_second": 9.784,
"step": 480
},
{
"epoch": 6.0,
"grad_norm": 0.7837597131729126,
"learning_rate": 4.7e-05,
"loss": 0.087,
"step": 576
},
{
"epoch": 6.0,
"eval_LOCATION_f1": 0.8416289592760181,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.788135593220339,
"eval_LOCATION_recall": 0.9029126213592233,
"eval_ORGANIZATION_f1": 0.8606811145510835,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9144736842105263,
"eval_ORGANIZATION_recall": 0.8128654970760234,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05511486530303955,
"eval_overall_accuracy": 0.9814968240817453,
"eval_overall_f1": 0.8921933085501859,
"eval_overall_precision": 0.8955223880597015,
"eval_overall_recall": 0.8888888888888888,
"eval_runtime": 0.305,
"eval_samples_per_second": 557.394,
"eval_steps_per_second": 9.836,
"step": 576
},
{
"epoch": 7.0,
"grad_norm": 1.0100133419036865,
"learning_rate": 4.6500000000000005e-05,
"loss": 0.0744,
"step": 672
},
{
"epoch": 7.0,
"eval_LOCATION_f1": 0.8855721393034826,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9081632653061225,
"eval_LOCATION_recall": 0.8640776699029126,
"eval_ORGANIZATION_f1": 0.9096209912536442,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9069767441860465,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.0486799031496048,
"eval_overall_accuracy": 0.9853631593482464,
"eval_overall_f1": 0.9244114002478315,
"eval_overall_precision": 0.927860696517413,
"eval_overall_recall": 0.9209876543209876,
"eval_runtime": 0.3012,
"eval_samples_per_second": 564.374,
"eval_steps_per_second": 9.96,
"step": 672
},
{
"epoch": 8.0,
"grad_norm": 0.5667006969451904,
"learning_rate": 4.600000000000001e-05,
"loss": 0.0709,
"step": 768
},
{
"epoch": 8.0,
"eval_LOCATION_f1": 0.8727272727272728,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8205128205128205,
"eval_LOCATION_recall": 0.9320388349514563,
"eval_ORGANIZATION_f1": 0.8814589665653495,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9177215189873418,
"eval_ORGANIZATION_recall": 0.847953216374269,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.04678232595324516,
"eval_overall_accuracy": 0.9845346589339962,
"eval_overall_f1": 0.9064039408866995,
"eval_overall_precision": 0.9041769041769042,
"eval_overall_recall": 0.908641975308642,
"eval_runtime": 0.3037,
"eval_samples_per_second": 559.85,
"eval_steps_per_second": 9.88,
"step": 768
},
{
"epoch": 9.0,
"grad_norm": 0.43462151288986206,
"learning_rate": 4.55e-05,
"loss": 0.0659,
"step": 864
},
{
"epoch": 9.0,
"eval_LOCATION_f1": 0.8909090909090909,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8376068376068376,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.8727272727272727,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9056603773584906,
"eval_ORGANIZATION_recall": 0.8421052631578947,
"eval_PERSON_f1": 0.9660377358490565,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9552238805970149,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.045322172343730927,
"eval_overall_accuracy": 0.9845346589339962,
"eval_overall_f1": 0.9079754601226994,
"eval_overall_precision": 0.9024390243902439,
"eval_overall_recall": 0.9135802469135802,
"eval_runtime": 0.3034,
"eval_samples_per_second": 560.406,
"eval_steps_per_second": 9.89,
"step": 864
},
{
"epoch": 10.0,
"grad_norm": 0.7502378821372986,
"learning_rate": 4.5e-05,
"loss": 0.0584,
"step": 960
},
{
"epoch": 10.0,
"eval_LOCATION_f1": 0.9047619047619048,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8878504672897196,
"eval_LOCATION_recall": 0.9223300970873787,
"eval_ORGANIZATION_f1": 0.9154518950437317,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9127906976744186,
"eval_ORGANIZATION_recall": 0.9181286549707602,
"eval_PERSON_f1": 0.9696969696969696,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9624060150375939,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.040245313197374344,
"eval_overall_accuracy": 0.9886771610052472,
"eval_overall_f1": 0.9302325581395349,
"eval_overall_precision": 0.9223300970873787,
"eval_overall_recall": 0.9382716049382716,
"eval_runtime": 0.3011,
"eval_samples_per_second": 564.581,
"eval_steps_per_second": 9.963,
"step": 960
},
{
"epoch": 11.0,
"grad_norm": 0.5578929781913757,
"learning_rate": 4.4500000000000004e-05,
"loss": 0.0525,
"step": 1056
},
{
"epoch": 11.0,
"eval_LOCATION_f1": 0.941747572815534,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.941747572815534,
"eval_LOCATION_recall": 0.941747572815534,
"eval_ORGANIZATION_f1": 0.9149560117302051,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9176470588235294,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.03952949866652489,
"eval_overall_accuracy": 0.9884009942004971,
"eval_overall_f1": 0.9407407407407408,
"eval_overall_precision": 0.9407407407407408,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.301,
"eval_samples_per_second": 564.723,
"eval_steps_per_second": 9.966,
"step": 1056
},
{
"epoch": 12.0,
"grad_norm": 0.5492796301841736,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.0482,
"step": 1152
},
{
"epoch": 12.0,
"eval_LOCATION_f1": 0.9201877934272301,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8909090909090909,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.8955223880597015,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9146341463414634,
"eval_ORGANIZATION_recall": 0.8771929824561403,
"eval_PERSON_f1": 0.962121212121212,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9548872180451128,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.04383876919746399,
"eval_overall_accuracy": 0.9861916597624966,
"eval_overall_f1": 0.9236453201970444,
"eval_overall_precision": 0.9213759213759214,
"eval_overall_recall": 0.9259259259259259,
"eval_runtime": 0.301,
"eval_samples_per_second": 564.77,
"eval_steps_per_second": 9.967,
"step": 1152
},
{
"epoch": 13.0,
"grad_norm": 1.332250714302063,
"learning_rate": 4.35e-05,
"loss": 0.0441,
"step": 1248
},
{
"epoch": 13.0,
"eval_LOCATION_f1": 0.9238095238095239,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9065420560747663,
"eval_LOCATION_recall": 0.941747572815534,
"eval_ORGANIZATION_f1": 0.8967551622418879,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9047619047619048,
"eval_ORGANIZATION_recall": 0.8888888888888888,
"eval_PERSON_f1": 0.9696969696969696,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9624060150375939,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04452400282025337,
"eval_overall_accuracy": 0.9861916597624966,
"eval_overall_f1": 0.927429274292743,
"eval_overall_precision": 0.9240196078431373,
"eval_overall_recall": 0.9308641975308642,
"eval_runtime": 0.2996,
"eval_samples_per_second": 567.33,
"eval_steps_per_second": 10.012,
"step": 1248
},
{
"epoch": 14.0,
"grad_norm": 0.2739567458629608,
"learning_rate": 4.3e-05,
"loss": 0.0401,
"step": 1344
},
{
"epoch": 14.0,
"eval_LOCATION_f1": 0.909952606635071,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8888888888888888,
"eval_LOCATION_recall": 0.9320388349514563,
"eval_ORGANIZATION_f1": 0.8848484848484848,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9182389937106918,
"eval_ORGANIZATION_recall": 0.8538011695906432,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04797976836562157,
"eval_overall_accuracy": 0.9845346589339962,
"eval_overall_f1": 0.9215442092154421,
"eval_overall_precision": 0.9296482412060302,
"eval_overall_recall": 0.9135802469135802,
"eval_runtime": 0.3021,
"eval_samples_per_second": 562.648,
"eval_steps_per_second": 9.929,
"step": 1344
},
{
"epoch": 15.0,
"grad_norm": 0.8639817237854004,
"learning_rate": 4.25e-05,
"loss": 0.0382,
"step": 1440
},
{
"epoch": 15.0,
"eval_LOCATION_f1": 0.9333333333333335,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9158878504672897,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9090909090909091,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9117647058823529,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04100968316197395,
"eval_overall_accuracy": 0.9884009942004971,
"eval_overall_f1": 0.9372693726937269,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.3023,
"eval_samples_per_second": 562.3,
"eval_steps_per_second": 9.923,
"step": 1440
},
{
"epoch": 16.0,
"grad_norm": 0.8146072626113892,
"learning_rate": 4.2e-05,
"loss": 0.0371,
"step": 1536
},
{
"epoch": 16.0,
"eval_LOCATION_f1": 0.9245283018867926,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8990825688073395,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.8967551622418879,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9047619047619048,
"eval_ORGANIZATION_recall": 0.8888888888888888,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.042570844292640686,
"eval_overall_accuracy": 0.9870201601767468,
"eval_overall_f1": 0.9262899262899262,
"eval_overall_precision": 0.921760391198044,
"eval_overall_recall": 0.9308641975308642,
"eval_runtime": 0.2996,
"eval_samples_per_second": 567.508,
"eval_steps_per_second": 10.015,
"step": 1536
},
{
"epoch": 17.0,
"grad_norm": 0.34498077630996704,
"learning_rate": 4.15e-05,
"loss": 0.0323,
"step": 1632
},
{
"epoch": 17.0,
"eval_LOCATION_f1": 0.9238095238095239,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9065420560747663,
"eval_LOCATION_recall": 0.941747572815534,
"eval_ORGANIZATION_f1": 0.9122807017543859,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9122807017543859,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.962121212121212,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9548872180451128,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.04395383968949318,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.9313725490196078,
"eval_overall_precision": 0.9245742092457421,
"eval_overall_recall": 0.9382716049382716,
"eval_runtime": 0.3015,
"eval_samples_per_second": 563.808,
"eval_steps_per_second": 9.95,
"step": 1632
},
{
"epoch": 18.0,
"grad_norm": 0.4858402609825134,
"learning_rate": 4.1e-05,
"loss": 0.0304,
"step": 1728
},
{
"epoch": 18.0,
"eval_LOCATION_f1": 0.9209302325581395,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8839285714285714,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9020771513353115,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9156626506024096,
"eval_ORGANIZATION_recall": 0.8888888888888888,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04470779374241829,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.9300613496932515,
"eval_overall_precision": 0.9243902439024391,
"eval_overall_recall": 0.9358024691358025,
"eval_runtime": 0.3003,
"eval_samples_per_second": 566.176,
"eval_steps_per_second": 9.991,
"step": 1728
},
{
"epoch": 19.0,
"grad_norm": 0.33680614829063416,
"learning_rate": 4.05e-05,
"loss": 0.0277,
"step": 1824
},
{
"epoch": 19.0,
"eval_LOCATION_f1": 0.8995215311004785,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8867924528301887,
"eval_LOCATION_recall": 0.912621359223301,
"eval_ORGANIZATION_f1": 0.8869047619047619,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9030303030303031,
"eval_ORGANIZATION_recall": 0.8713450292397661,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.04388991370797157,
"eval_overall_accuracy": 0.9856393261529964,
"eval_overall_f1": 0.9158415841584158,
"eval_overall_precision": 0.9181141439205955,
"eval_overall_recall": 0.9135802469135802,
"eval_runtime": 0.3029,
"eval_samples_per_second": 561.31,
"eval_steps_per_second": 9.905,
"step": 1824
},
{
"epoch": 20.0,
"grad_norm": 0.4714030921459198,
"learning_rate": 4e-05,
"loss": 0.0276,
"step": 1920
},
{
"epoch": 20.0,
"eval_LOCATION_f1": 0.9238095238095239,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9065420560747663,
"eval_LOCATION_recall": 0.941747572815534,
"eval_ORGANIZATION_f1": 0.9032258064516129,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9058823529411765,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04655210301280022,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.9312039312039312,
"eval_overall_precision": 0.9266503667481663,
"eval_overall_recall": 0.9358024691358025,
"eval_runtime": 0.3025,
"eval_samples_per_second": 561.894,
"eval_steps_per_second": 9.916,
"step": 1920
},
{
"epoch": 21.0,
"grad_norm": 0.44346532225608826,
"learning_rate": 3.9500000000000005e-05,
"loss": 0.0264,
"step": 2016
},
{
"epoch": 21.0,
"eval_LOCATION_f1": 0.9166666666666666,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8761061946902655,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9057750759878419,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9430379746835443,
"eval_ORGANIZATION_recall": 0.8713450292397661,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.05079750716686249,
"eval_overall_accuracy": 0.9853631593482464,
"eval_overall_f1": 0.9282178217821783,
"eval_overall_precision": 0.9305210918114144,
"eval_overall_recall": 0.9259259259259259,
"eval_runtime": 0.3007,
"eval_samples_per_second": 565.368,
"eval_steps_per_second": 9.977,
"step": 2016
},
{
"epoch": 22.0,
"grad_norm": 0.45872893929481506,
"learning_rate": 3.9000000000000006e-05,
"loss": 0.0249,
"step": 2112
},
{
"epoch": 22.0,
"eval_LOCATION_f1": 0.9345794392523364,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9009009009009009,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9166666666666666,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9333333333333333,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04766177013516426,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.939729397293973,
"eval_overall_precision": 0.9362745098039216,
"eval_overall_recall": 0.9432098765432099,
"eval_runtime": 0.2974,
"eval_samples_per_second": 571.618,
"eval_steps_per_second": 10.087,
"step": 2112
},
{
"epoch": 23.0,
"grad_norm": 1.4570780992507935,
"learning_rate": 3.85e-05,
"loss": 0.0233,
"step": 2208
},
{
"epoch": 23.0,
"eval_LOCATION_f1": 0.930232558139535,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8928571428571429,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9020771513353115,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9156626506024096,
"eval_ORGANIZATION_recall": 0.8888888888888888,
"eval_PERSON_f1": 0.9696969696969696,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9624060150375939,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04851089417934418,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.9313725490196078,
"eval_overall_precision": 0.9245742092457421,
"eval_overall_recall": 0.9382716049382716,
"eval_runtime": 0.2988,
"eval_samples_per_second": 568.926,
"eval_steps_per_second": 10.04,
"step": 2208
},
{
"epoch": 24.0,
"grad_norm": 1.3498001098632812,
"learning_rate": 3.8e-05,
"loss": 0.0224,
"step": 2304
},
{
"epoch": 24.0,
"eval_LOCATION_f1": 0.9252336448598131,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8918918918918919,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9221556886227544,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9447852760736196,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9696969696969696,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9624060150375939,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04273885115981102,
"eval_overall_accuracy": 0.9872963269814968,
"eval_overall_f1": 0.938423645320197,
"eval_overall_precision": 0.9361179361179361,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.3006,
"eval_samples_per_second": 565.475,
"eval_steps_per_second": 9.979,
"step": 2304
},
{
"epoch": 25.0,
"grad_norm": 0.38454458117485046,
"learning_rate": 3.7500000000000003e-05,
"loss": 0.0205,
"step": 2400
},
{
"epoch": 25.0,
"eval_LOCATION_f1": 0.914027149321267,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8559322033898306,
"eval_LOCATION_recall": 0.9805825242718447,
"eval_ORGANIZATION_f1": 0.8996960486322189,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9367088607594937,
"eval_ORGANIZATION_recall": 0.8654970760233918,
"eval_PERSON_f1": 0.9660377358490565,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9552238805970149,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04676693305373192,
"eval_overall_accuracy": 0.9867439933719967,
"eval_overall_f1": 0.9251533742331289,
"eval_overall_precision": 0.9195121951219513,
"eval_overall_recall": 0.9308641975308642,
"eval_runtime": 0.2988,
"eval_samples_per_second": 568.85,
"eval_steps_per_second": 10.039,
"step": 2400
},
{
"epoch": 26.0,
"grad_norm": 0.2634662389755249,
"learning_rate": 3.7e-05,
"loss": 0.0196,
"step": 2496
},
{
"epoch": 26.0,
"eval_LOCATION_f1": 0.9383886255924171,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9166666666666666,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9226190476190477,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9393939393939394,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04187300428748131,
"eval_overall_accuracy": 0.9875724937862469,
"eval_overall_f1": 0.9432098765432099,
"eval_overall_precision": 0.9432098765432099,
"eval_overall_recall": 0.9432098765432099,
"eval_runtime": 0.302,
"eval_samples_per_second": 562.911,
"eval_steps_per_second": 9.934,
"step": 2496
},
{
"epoch": 27.0,
"grad_norm": 1.0896821022033691,
"learning_rate": 3.65e-05,
"loss": 0.0185,
"step": 2592
},
{
"epoch": 27.0,
"eval_LOCATION_f1": 0.9351851851851852,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8938053097345132,
"eval_LOCATION_recall": 0.9805825242718447,
"eval_ORGANIZATION_f1": 0.8914956011730205,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.8941176470588236,
"eval_ORGANIZATION_recall": 0.8888888888888888,
"eval_PERSON_f1": 0.9696969696969696,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9624060150375939,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04213610664010048,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.928136419001218,
"eval_overall_precision": 0.9158653846153846,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.2984,
"eval_samples_per_second": 569.76,
"eval_steps_per_second": 10.055,
"step": 2592
},
{
"epoch": 28.0,
"grad_norm": 0.6250720024108887,
"learning_rate": 3.6e-05,
"loss": 0.0183,
"step": 2688
},
{
"epoch": 28.0,
"eval_LOCATION_f1": 0.951923076923077,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9428571428571428,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9164265129682997,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9034090909090909,
"eval_ORGANIZATION_recall": 0.9298245614035088,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04632599651813507,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9437652811735942,
"eval_overall_precision": 0.9346246973365617,
"eval_overall_recall": 0.9530864197530864,
"eval_runtime": 0.3,
"eval_samples_per_second": 566.667,
"eval_steps_per_second": 10.0,
"step": 2688
},
{
"epoch": 29.0,
"grad_norm": 0.4535207450389862,
"learning_rate": 3.55e-05,
"loss": 0.0168,
"step": 2784
},
{
"epoch": 29.0,
"eval_LOCATION_f1": 0.9047619047619048,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8878504672897196,
"eval_LOCATION_recall": 0.9223300970873787,
"eval_ORGANIZATION_f1": 0.9074626865671643,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.926829268292683,
"eval_ORGANIZATION_recall": 0.8888888888888888,
"eval_PERSON_f1": 0.9545454545454546,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9473684210526315,
"eval_PERSON_recall": 0.9618320610687023,
"eval_loss": 0.04913368076086044,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.9221260815822003,
"eval_overall_precision": 0.9232673267326733,
"eval_overall_recall": 0.9209876543209876,
"eval_runtime": 0.3039,
"eval_samples_per_second": 559.424,
"eval_steps_per_second": 9.872,
"step": 2784
},
{
"epoch": 30.0,
"grad_norm": 0.04675703123211861,
"learning_rate": 3.5e-05,
"loss": 0.0176,
"step": 2880
},
{
"epoch": 30.0,
"eval_LOCATION_f1": 0.9230769230769231,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9142857142857143,
"eval_LOCATION_recall": 0.9320388349514563,
"eval_ORGANIZATION_f1": 0.8908045977011494,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.8757062146892656,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04497746750712395,
"eval_overall_accuracy": 0.9856393261529964,
"eval_overall_f1": 0.9255189255189255,
"eval_overall_precision": 0.9154589371980676,
"eval_overall_recall": 0.9358024691358025,
"eval_runtime": 0.2994,
"eval_samples_per_second": 567.744,
"eval_steps_per_second": 10.019,
"step": 2880
},
{
"epoch": 31.0,
"grad_norm": 0.11599758267402649,
"learning_rate": 3.45e-05,
"loss": 0.0149,
"step": 2976
},
{
"epoch": 31.0,
"eval_LOCATION_f1": 0.9201877934272301,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8909090909090909,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.8882175226586103,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.91875,
"eval_ORGANIZATION_recall": 0.8596491228070176,
"eval_PERSON_f1": 0.962121212121212,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9548872180451128,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.05071546509861946,
"eval_overall_accuracy": 0.9859154929577465,
"eval_overall_f1": 0.9207920792079208,
"eval_overall_precision": 0.9230769230769231,
"eval_overall_recall": 0.9185185185185185,
"eval_runtime": 0.2963,
"eval_samples_per_second": 573.665,
"eval_steps_per_second": 10.123,
"step": 2976
},
{
"epoch": 32.0,
"grad_norm": 0.46507471799850464,
"learning_rate": 3.4000000000000007e-05,
"loss": 0.017,
"step": 3072
},
{
"epoch": 32.0,
"eval_LOCATION_f1": 0.9295774647887324,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9080118694362017,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9216867469879518,
"eval_ORGANIZATION_recall": 0.8947368421052632,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04490618035197258,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9359605911330049,
"eval_overall_precision": 0.9336609336609336,
"eval_overall_recall": 0.9382716049382716,
"eval_runtime": 0.2974,
"eval_samples_per_second": 571.585,
"eval_steps_per_second": 10.087,
"step": 3072
},
{
"epoch": 33.0,
"grad_norm": 0.971469521522522,
"learning_rate": 3.35e-05,
"loss": 0.0142,
"step": 3168
},
{
"epoch": 33.0,
"eval_LOCATION_f1": 0.9252336448598131,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8918918918918919,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.8842729970326408,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.8975903614457831,
"eval_ORGANIZATION_recall": 0.8713450292397661,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.045383553951978683,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.9213759213759213,
"eval_overall_precision": 0.9168704156479217,
"eval_overall_recall": 0.9259259259259259,
"eval_runtime": 0.299,
"eval_samples_per_second": 568.603,
"eval_steps_per_second": 10.034,
"step": 3168
},
{
"epoch": 34.0,
"grad_norm": 0.46268317103385925,
"learning_rate": 3.3e-05,
"loss": 0.0142,
"step": 3264
},
{
"epoch": 34.0,
"eval_LOCATION_f1": 0.9289099526066351,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9074074074074074,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.8922155688622756,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9141104294478528,
"eval_ORGANIZATION_recall": 0.8713450292397661,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.05121282860636711,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.9257425742574257,
"eval_overall_precision": 0.9280397022332506,
"eval_overall_recall": 0.9234567901234568,
"eval_runtime": 0.2982,
"eval_samples_per_second": 570.174,
"eval_steps_per_second": 10.062,
"step": 3264
},
{
"epoch": 35.0,
"grad_norm": 0.3609045743942261,
"learning_rate": 3.2500000000000004e-05,
"loss": 0.013,
"step": 3360
},
{
"epoch": 35.0,
"eval_LOCATION_f1": 0.9439252336448598,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9099099099099099,
"eval_LOCATION_recall": 0.9805825242718447,
"eval_ORGANIZATION_f1": 0.9024390243902439,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9426751592356688,
"eval_ORGANIZATION_recall": 0.8654970760233918,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.0532350093126297,
"eval_overall_accuracy": 0.9875724937862469,
"eval_overall_f1": 0.9341614906832298,
"eval_overall_precision": 0.94,
"eval_overall_recall": 0.928395061728395,
"eval_runtime": 0.2993,
"eval_samples_per_second": 567.954,
"eval_steps_per_second": 10.023,
"step": 3360
},
{
"epoch": 36.0,
"grad_norm": 0.35751500725746155,
"learning_rate": 3.2000000000000005e-05,
"loss": 0.0136,
"step": 3456
},
{
"epoch": 36.0,
"eval_LOCATION_f1": 0.9252336448598131,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8918918918918919,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.8942598187311178,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.925,
"eval_ORGANIZATION_recall": 0.8654970760233918,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.05132954940199852,
"eval_overall_accuracy": 0.9867439933719967,
"eval_overall_f1": 0.9257425742574257,
"eval_overall_precision": 0.9280397022332506,
"eval_overall_recall": 0.9234567901234568,
"eval_runtime": 0.2979,
"eval_samples_per_second": 570.597,
"eval_steps_per_second": 10.069,
"step": 3456
},
{
"epoch": 37.0,
"grad_norm": 0.3856443464756012,
"learning_rate": 3.15e-05,
"loss": 0.012,
"step": 3552
},
{
"epoch": 37.0,
"eval_LOCATION_f1": 0.9458128078817734,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.96,
"eval_LOCATION_recall": 0.9320388349514563,
"eval_ORGANIZATION_f1": 0.9117647058823529,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9171597633136095,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.05015752464532852,
"eval_overall_accuracy": 0.988124827395747,
"eval_overall_f1": 0.9379652605459058,
"eval_overall_precision": 0.942643391521197,
"eval_overall_recall": 0.9333333333333333,
"eval_runtime": 0.2994,
"eval_samples_per_second": 567.779,
"eval_steps_per_second": 10.02,
"step": 3552
},
{
"epoch": 38.0,
"grad_norm": 0.7762855291366577,
"learning_rate": 3.1e-05,
"loss": 0.0116,
"step": 3648
},
{
"epoch": 38.0,
"eval_LOCATION_f1": 0.9345794392523364,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9009009009009009,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.8942598187311178,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.925,
"eval_ORGANIZATION_recall": 0.8654970760233918,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.05322541669011116,
"eval_overall_accuracy": 0.9856393261529964,
"eval_overall_f1": 0.9282178217821783,
"eval_overall_precision": 0.9305210918114144,
"eval_overall_recall": 0.9259259259259259,
"eval_runtime": 0.2995,
"eval_samples_per_second": 567.66,
"eval_steps_per_second": 10.018,
"step": 3648
},
{
"epoch": 39.0,
"grad_norm": 0.3031044602394104,
"learning_rate": 3.05e-05,
"loss": 0.0113,
"step": 3744
},
{
"epoch": 39.0,
"eval_LOCATION_f1": 0.9295774647887324,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.8928571428571428,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9090909090909091,
"eval_ORGANIZATION_recall": 0.8771929824561403,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.04845419526100159,
"eval_overall_accuracy": 0.9872963269814968,
"eval_overall_f1": 0.9297163995067819,
"eval_overall_precision": 0.9285714285714286,
"eval_overall_recall": 0.9308641975308642,
"eval_runtime": 0.2988,
"eval_samples_per_second": 568.999,
"eval_steps_per_second": 10.041,
"step": 3744
},
{
"epoch": 40.0,
"grad_norm": 0.3121825158596039,
"learning_rate": 3e-05,
"loss": 0.0111,
"step": 3840
},
{
"epoch": 40.0,
"eval_LOCATION_f1": 0.9289099526066351,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9074074074074074,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9053254437869822,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.8947368421052632,
"eval_PERSON_f1": 0.9694656488549618,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9694656488549618,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.051382340490818024,
"eval_overall_accuracy": 0.9867439933719967,
"eval_overall_f1": 0.9321824907521578,
"eval_overall_precision": 0.9310344827586207,
"eval_overall_recall": 0.9333333333333333,
"eval_runtime": 0.2994,
"eval_samples_per_second": 567.714,
"eval_steps_per_second": 10.018,
"step": 3840
},
{
"epoch": 41.0,
"grad_norm": 0.04050559177994728,
"learning_rate": 2.95e-05,
"loss": 0.0103,
"step": 3936
},
{
"epoch": 41.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.904191616766467,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9263803680981595,
"eval_ORGANIZATION_recall": 0.8830409356725146,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05454375967383385,
"eval_overall_accuracy": 0.9872963269814968,
"eval_overall_f1": 0.9356435643564357,
"eval_overall_precision": 0.9379652605459057,
"eval_overall_recall": 0.9333333333333333,
"eval_runtime": 0.2993,
"eval_samples_per_second": 567.974,
"eval_steps_per_second": 10.023,
"step": 3936
},
{
"epoch": 42.0,
"grad_norm": 0.02801467664539814,
"learning_rate": 2.9e-05,
"loss": 0.0098,
"step": 4032
},
{
"epoch": 42.0,
"eval_LOCATION_f1": 0.9428571428571428,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9252336448598131,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9032258064516129,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9058823529411765,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.052473269402980804,
"eval_overall_accuracy": 0.9872963269814968,
"eval_overall_f1": 0.9372693726937269,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.2993,
"eval_samples_per_second": 568.008,
"eval_steps_per_second": 10.024,
"step": 4032
},
{
"epoch": 43.0,
"grad_norm": 0.02515578828752041,
"learning_rate": 2.8499999999999998e-05,
"loss": 0.0102,
"step": 4128
},
{
"epoch": 43.0,
"eval_LOCATION_f1": 0.9282296650717704,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9150943396226415,
"eval_LOCATION_recall": 0.941747572815534,
"eval_ORGANIZATION_f1": 0.9154518950437317,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9127906976744186,
"eval_ORGANIZATION_recall": 0.9181286549707602,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.04892284795641899,
"eval_overall_accuracy": 0.9875724937862469,
"eval_overall_f1": 0.9349693251533743,
"eval_overall_precision": 0.9292682926829269,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.2988,
"eval_samples_per_second": 568.921,
"eval_steps_per_second": 10.04,
"step": 4128
},
{
"epoch": 44.0,
"grad_norm": 0.13938526809215546,
"learning_rate": 2.8000000000000003e-05,
"loss": 0.0086,
"step": 4224
},
{
"epoch": 44.0,
"eval_LOCATION_f1": 0.9116279069767441,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.875,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.8988095238095237,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9151515151515152,
"eval_ORGANIZATION_recall": 0.8830409356725146,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06110783666372299,
"eval_overall_accuracy": 0.9861916597624966,
"eval_overall_f1": 0.927429274292743,
"eval_overall_precision": 0.9240196078431373,
"eval_overall_recall": 0.9308641975308642,
"eval_runtime": 0.2989,
"eval_samples_per_second": 568.813,
"eval_steps_per_second": 10.038,
"step": 4224
},
{
"epoch": 45.0,
"grad_norm": 0.07607907056808472,
"learning_rate": 2.7500000000000004e-05,
"loss": 0.0099,
"step": 4320
},
{
"epoch": 45.0,
"eval_LOCATION_f1": 0.9065420560747663,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8738738738738738,
"eval_LOCATION_recall": 0.941747572815534,
"eval_ORGANIZATION_f1": 0.9080118694362017,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9216867469879518,
"eval_ORGANIZATION_recall": 0.8947368421052632,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.052707187831401825,
"eval_overall_accuracy": 0.9859154929577465,
"eval_overall_f1": 0.9262899262899262,
"eval_overall_precision": 0.921760391198044,
"eval_overall_recall": 0.9308641975308642,
"eval_runtime": 0.3057,
"eval_samples_per_second": 556.052,
"eval_steps_per_second": 9.813,
"step": 4320
},
{
"epoch": 46.0,
"grad_norm": 0.07569588720798492,
"learning_rate": 2.7000000000000002e-05,
"loss": 0.0079,
"step": 4416
},
{
"epoch": 46.0,
"eval_LOCATION_f1": 0.9166666666666666,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8761061946902655,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9064327485380118,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9064327485380117,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05268806964159012,
"eval_overall_accuracy": 0.9867439933719967,
"eval_overall_f1": 0.9317073170731707,
"eval_overall_precision": 0.9204819277108434,
"eval_overall_recall": 0.9432098765432099,
"eval_runtime": 0.3006,
"eval_samples_per_second": 565.527,
"eval_steps_per_second": 9.98,
"step": 4416
},
{
"epoch": 47.0,
"grad_norm": 0.6459075212478638,
"learning_rate": 2.6500000000000004e-05,
"loss": 0.0094,
"step": 4512
},
{
"epoch": 47.0,
"eval_LOCATION_f1": 0.9282296650717704,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9150943396226415,
"eval_LOCATION_recall": 0.941747572815534,
"eval_ORGANIZATION_f1": 0.8965517241379309,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.8813559322033898,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05393676832318306,
"eval_overall_accuracy": 0.9861916597624966,
"eval_overall_f1": 0.9304029304029304,
"eval_overall_precision": 0.9202898550724637,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.2976,
"eval_samples_per_second": 571.221,
"eval_steps_per_second": 10.08,
"step": 4512
},
{
"epoch": 48.0,
"grad_norm": 0.45708295702934265,
"learning_rate": 2.6000000000000002e-05,
"loss": 0.0088,
"step": 4608
},
{
"epoch": 48.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9030303030303031,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9371069182389937,
"eval_ORGANIZATION_recall": 0.8713450292397661,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05946071445941925,
"eval_overall_accuracy": 0.9872963269814968,
"eval_overall_f1": 0.9366459627329193,
"eval_overall_precision": 0.9425,
"eval_overall_recall": 0.9308641975308642,
"eval_runtime": 0.2982,
"eval_samples_per_second": 570.006,
"eval_steps_per_second": 10.059,
"step": 4608
},
{
"epoch": 49.0,
"grad_norm": 0.022338805720210075,
"learning_rate": 2.5500000000000003e-05,
"loss": 0.0071,
"step": 4704
},
{
"epoch": 49.0,
"eval_LOCATION_f1": 0.9194312796208531,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8981481481481481,
"eval_LOCATION_recall": 0.941747572815534,
"eval_ORGANIZATION_f1": 0.9032258064516129,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9058823529411765,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9657794676806084,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9621212121212122,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.05394833907485008,
"eval_overall_accuracy": 0.9861916597624966,
"eval_overall_f1": 0.9276073619631902,
"eval_overall_precision": 0.9219512195121952,
"eval_overall_recall": 0.9333333333333333,
"eval_runtime": 0.302,
"eval_samples_per_second": 562.825,
"eval_steps_per_second": 9.932,
"step": 4704
},
{
"epoch": 50.0,
"grad_norm": 0.14062269032001495,
"learning_rate": 2.5e-05,
"loss": 0.0079,
"step": 4800
},
{
"epoch": 50.0,
"eval_LOCATION_f1": 0.9245283018867926,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8990825688073395,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9085545722713864,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9166666666666666,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05293060839176178,
"eval_overall_accuracy": 0.9867439933719967,
"eval_overall_f1": 0.9348093480934809,
"eval_overall_precision": 0.9313725490196079,
"eval_overall_recall": 0.9382716049382716,
"eval_runtime": 0.2999,
"eval_samples_per_second": 566.841,
"eval_steps_per_second": 10.003,
"step": 4800
},
{
"epoch": 51.0,
"grad_norm": 0.011294355615973473,
"learning_rate": 2.45e-05,
"loss": 0.0075,
"step": 4896
},
{
"epoch": 51.0,
"eval_LOCATION_f1": 0.9201877934272301,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8909090909090909,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9144542772861357,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9226190476190477,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.054293666034936905,
"eval_overall_accuracy": 0.9870201601767468,
"eval_overall_f1": 0.9361179361179361,
"eval_overall_precision": 0.9315403422982885,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.2985,
"eval_samples_per_second": 569.586,
"eval_steps_per_second": 10.052,
"step": 4896
},
{
"epoch": 52.0,
"grad_norm": 0.06618872284889221,
"learning_rate": 2.4e-05,
"loss": 0.0078,
"step": 4992
},
{
"epoch": 52.0,
"eval_LOCATION_f1": 0.9201877934272301,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8909090909090909,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.8979591836734693,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.8953488372093024,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9694656488549618,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9694656488549618,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.054094333201646805,
"eval_overall_accuracy": 0.9870201601767468,
"eval_overall_f1": 0.9266503667481663,
"eval_overall_precision": 0.9176755447941889,
"eval_overall_recall": 0.9358024691358025,
"eval_runtime": 0.2985,
"eval_samples_per_second": 569.434,
"eval_steps_per_second": 10.049,
"step": 4992
},
{
"epoch": 53.0,
"grad_norm": 0.0176588986068964,
"learning_rate": 2.35e-05,
"loss": 0.0075,
"step": 5088
},
{
"epoch": 53.0,
"eval_LOCATION_f1": 0.9282296650717704,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9150943396226415,
"eval_LOCATION_recall": 0.941747572815534,
"eval_ORGANIZATION_f1": 0.9117647058823529,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9171597633136095,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05433758720755577,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9371146732429099,
"eval_overall_precision": 0.9359605911330049,
"eval_overall_recall": 0.9382716049382716,
"eval_runtime": 0.3026,
"eval_samples_per_second": 561.758,
"eval_steps_per_second": 9.913,
"step": 5088
},
{
"epoch": 54.0,
"grad_norm": 0.10689464211463928,
"learning_rate": 2.3000000000000003e-05,
"loss": 0.0081,
"step": 5184
},
{
"epoch": 54.0,
"eval_LOCATION_f1": 0.9295774647887324,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9149560117302051,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9176470588235294,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05034323409199715,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9387254901960784,
"eval_overall_precision": 0.9318734793187348,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.2987,
"eval_samples_per_second": 569.07,
"eval_steps_per_second": 10.042,
"step": 5184
},
{
"epoch": 55.0,
"grad_norm": 0.8969389200210571,
"learning_rate": 2.25e-05,
"loss": 0.006,
"step": 5280
},
{
"epoch": 55.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9258160237388725,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9397590361445783,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.0562228299677372,
"eval_overall_accuracy": 0.988124827395747,
"eval_overall_f1": 0.9445129469790382,
"eval_overall_precision": 0.9433497536945813,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.3022,
"eval_samples_per_second": 562.491,
"eval_steps_per_second": 9.926,
"step": 5280
},
{
"epoch": 56.0,
"grad_norm": 0.468622088432312,
"learning_rate": 2.2000000000000003e-05,
"loss": 0.0071,
"step": 5376
},
{
"epoch": 56.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9107142857142856,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9272727272727272,
"eval_ORGANIZATION_recall": 0.8947368421052632,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05541842430830002,
"eval_overall_accuracy": 0.9872963269814968,
"eval_overall_f1": 0.9382716049382716,
"eval_overall_precision": 0.9382716049382716,
"eval_overall_recall": 0.9382716049382716,
"eval_runtime": 0.304,
"eval_samples_per_second": 559.255,
"eval_steps_per_second": 9.869,
"step": 5376
},
{
"epoch": 57.0,
"grad_norm": 1.2091948986053467,
"learning_rate": 2.15e-05,
"loss": 0.0073,
"step": 5472
},
{
"epoch": 57.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.8996960486322189,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9367088607594937,
"eval_ORGANIZATION_recall": 0.8654970760233918,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06389254331588745,
"eval_overall_accuracy": 0.9867439933719967,
"eval_overall_f1": 0.9339975093399752,
"eval_overall_precision": 0.9422110552763819,
"eval_overall_recall": 0.9259259259259259,
"eval_runtime": 0.3019,
"eval_samples_per_second": 563.138,
"eval_steps_per_second": 9.938,
"step": 5472
},
{
"epoch": 58.0,
"grad_norm": 0.052847035229206085,
"learning_rate": 2.1e-05,
"loss": 0.0048,
"step": 5568
},
{
"epoch": 58.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9226190476190477,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9393939393939394,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05634456127882004,
"eval_overall_accuracy": 0.9886771610052472,
"eval_overall_f1": 0.9432098765432099,
"eval_overall_precision": 0.9432098765432099,
"eval_overall_recall": 0.9432098765432099,
"eval_runtime": 0.3057,
"eval_samples_per_second": 556.059,
"eval_steps_per_second": 9.813,
"step": 5568
},
{
"epoch": 59.0,
"grad_norm": 0.27387598156929016,
"learning_rate": 2.05e-05,
"loss": 0.0067,
"step": 5664
},
{
"epoch": 59.0,
"eval_LOCATION_f1": 0.9423076923076923,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9333333333333333,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9239766081871345,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9239766081871345,
"eval_ORGANIZATION_recall": 0.9239766081871345,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05510587617754936,
"eval_overall_accuracy": 0.988124827395747,
"eval_overall_f1": 0.9458128078817735,
"eval_overall_precision": 0.9434889434889435,
"eval_overall_recall": 0.9481481481481482,
"eval_runtime": 0.3026,
"eval_samples_per_second": 561.879,
"eval_steps_per_second": 9.916,
"step": 5664
},
{
"epoch": 60.0,
"grad_norm": 0.07240688055753708,
"learning_rate": 2e-05,
"loss": 0.0063,
"step": 5760
},
{
"epoch": 60.0,
"eval_LOCATION_f1": 0.9383886255924171,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9166666666666666,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9226190476190477,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9393939393939394,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05974796041846275,
"eval_overall_accuracy": 0.9886771610052472,
"eval_overall_f1": 0.9443757725587144,
"eval_overall_precision": 0.9455445544554455,
"eval_overall_recall": 0.9432098765432099,
"eval_runtime": 0.3046,
"eval_samples_per_second": 558.087,
"eval_steps_per_second": 9.849,
"step": 5760
},
{
"epoch": 61.0,
"grad_norm": 0.16051457822322845,
"learning_rate": 1.9500000000000003e-05,
"loss": 0.0061,
"step": 5856
},
{
"epoch": 61.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9096209912536442,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9069767441860465,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05352047085762024,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9375764993880048,
"eval_overall_precision": 0.9296116504854369,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.3019,
"eval_samples_per_second": 563.117,
"eval_steps_per_second": 9.937,
"step": 5856
},
{
"epoch": 62.0,
"grad_norm": 1.3021823167800903,
"learning_rate": 1.9e-05,
"loss": 0.0043,
"step": 5952
},
{
"epoch": 62.0,
"eval_LOCATION_f1": 0.9295774647887324,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9047619047619047,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9212121212121213,
"eval_ORGANIZATION_recall": 0.8888888888888888,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.0623089000582695,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.9346485819975339,
"eval_overall_precision": 0.9334975369458128,
"eval_overall_recall": 0.9358024691358025,
"eval_runtime": 0.3025,
"eval_samples_per_second": 561.955,
"eval_steps_per_second": 9.917,
"step": 5952
},
{
"epoch": 63.0,
"grad_norm": 0.06499218940734863,
"learning_rate": 1.85e-05,
"loss": 0.0052,
"step": 6048
},
{
"epoch": 63.0,
"eval_LOCATION_f1": 0.9377990430622011,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9245283018867925,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9090909090909091,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9117647058823529,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9694656488549618,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9694656488549618,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.05624290928244591,
"eval_overall_accuracy": 0.988124827395747,
"eval_overall_f1": 0.9359605911330049,
"eval_overall_precision": 0.9336609336609336,
"eval_overall_recall": 0.9382716049382716,
"eval_runtime": 0.3045,
"eval_samples_per_second": 558.331,
"eval_steps_per_second": 9.853,
"step": 6048
},
{
"epoch": 64.0,
"grad_norm": 0.8884069323539734,
"learning_rate": 1.8e-05,
"loss": 0.0054,
"step": 6144
},
{
"epoch": 64.0,
"eval_LOCATION_f1": 0.9289099526066351,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9074074074074074,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9085545722713864,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9166666666666666,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9694656488549618,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9694656488549618,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.05896488577127457,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.9334975369458127,
"eval_overall_precision": 0.9312039312039312,
"eval_overall_recall": 0.9358024691358025,
"eval_runtime": 0.3033,
"eval_samples_per_second": 560.464,
"eval_steps_per_second": 9.891,
"step": 6144
},
{
"epoch": 65.0,
"grad_norm": 0.4340643286705017,
"learning_rate": 1.75e-05,
"loss": 0.0045,
"step": 6240
},
{
"epoch": 65.0,
"eval_LOCATION_f1": 0.9238095238095239,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9065420560747663,
"eval_LOCATION_recall": 0.941747572815534,
"eval_ORGANIZATION_f1": 0.9164265129682997,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9034090909090909,
"eval_ORGANIZATION_recall": 0.9298245614035088,
"eval_PERSON_f1": 0.9809885931558935,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9772727272727273,
"eval_PERSON_recall": 0.9847328244274809,
"eval_loss": 0.052296627312898636,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9390243902439024,
"eval_overall_precision": 0.927710843373494,
"eval_overall_recall": 0.9506172839506173,
"eval_runtime": 0.3033,
"eval_samples_per_second": 560.5,
"eval_steps_per_second": 9.891,
"step": 6240
},
{
"epoch": 66.0,
"grad_norm": 0.015264760702848434,
"learning_rate": 1.7000000000000003e-05,
"loss": 0.0044,
"step": 6336
},
{
"epoch": 66.0,
"eval_LOCATION_f1": 0.9383886255924171,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9166666666666666,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9132947976878613,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9028571428571428,
"eval_ORGANIZATION_recall": 0.9239766081871345,
"eval_PERSON_f1": 0.9809885931558935,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9772727272727273,
"eval_PERSON_recall": 0.9847328244274809,
"eval_loss": 0.059483602643013,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9414634146341463,
"eval_overall_precision": 0.9301204819277108,
"eval_overall_recall": 0.9530864197530864,
"eval_runtime": 0.2985,
"eval_samples_per_second": 569.485,
"eval_steps_per_second": 10.05,
"step": 6336
},
{
"epoch": 67.0,
"grad_norm": 0.05331643298268318,
"learning_rate": 1.65e-05,
"loss": 0.0049,
"step": 6432
},
{
"epoch": 67.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.913946587537092,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.927710843373494,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9809885931558935,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9772727272727273,
"eval_PERSON_recall": 0.9847328244274809,
"eval_loss": 0.059692926704883575,
"eval_overall_accuracy": 0.9875724937862469,
"eval_overall_f1": 0.9421894218942188,
"eval_overall_precision": 0.9387254901960784,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.2993,
"eval_samples_per_second": 568.024,
"eval_steps_per_second": 10.024,
"step": 6432
},
{
"epoch": 68.0,
"grad_norm": 0.305583119392395,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.0043,
"step": 6528
},
{
"epoch": 68.0,
"eval_LOCATION_f1": 0.9383886255924171,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9166666666666666,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.8988095238095237,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9151515151515152,
"eval_ORGANIZATION_recall": 0.8830409356725146,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06636456400156021,
"eval_overall_accuracy": 0.9864678265672466,
"eval_overall_f1": 0.934487021013597,
"eval_overall_precision": 0.9356435643564357,
"eval_overall_recall": 0.9333333333333333,
"eval_runtime": 0.2979,
"eval_samples_per_second": 570.695,
"eval_steps_per_second": 10.071,
"step": 6528
},
{
"epoch": 69.0,
"grad_norm": 0.006244073621928692,
"learning_rate": 1.55e-05,
"loss": 0.0047,
"step": 6624
},
{
"epoch": 69.0,
"eval_LOCATION_f1": 0.9333333333333335,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9158878504672897,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9032258064516129,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9058823529411765,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9694656488549618,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9694656488549618,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.06099439412355423,
"eval_overall_accuracy": 0.9859154929577465,
"eval_overall_f1": 0.9323493234932348,
"eval_overall_precision": 0.928921568627451,
"eval_overall_recall": 0.9358024691358025,
"eval_runtime": 0.2995,
"eval_samples_per_second": 567.652,
"eval_steps_per_second": 10.017,
"step": 6624
},
{
"epoch": 70.0,
"grad_norm": 1.085293173789978,
"learning_rate": 1.5e-05,
"loss": 0.0048,
"step": 6720
},
{
"epoch": 70.0,
"eval_LOCATION_f1": 0.9428571428571428,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9252336448598131,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9149560117302051,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9176470588235294,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.0641976073384285,
"eval_overall_accuracy": 0.9875724937862469,
"eval_overall_f1": 0.9421894218942188,
"eval_overall_precision": 0.9387254901960784,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.2974,
"eval_samples_per_second": 571.553,
"eval_steps_per_second": 10.086,
"step": 6720
},
{
"epoch": 71.0,
"grad_norm": 0.2133350968360901,
"learning_rate": 1.45e-05,
"loss": 0.0045,
"step": 6816
},
{
"epoch": 71.0,
"eval_LOCATION_f1": 0.9377990430622011,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9245283018867925,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9137931034482759,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.8983050847457628,
"eval_ORGANIZATION_recall": 0.9298245614035088,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05919656157493591,
"eval_overall_accuracy": 0.988124827395747,
"eval_overall_f1": 0.9401709401709402,
"eval_overall_precision": 0.9299516908212561,
"eval_overall_recall": 0.9506172839506173,
"eval_runtime": 0.2997,
"eval_samples_per_second": 567.224,
"eval_steps_per_second": 10.01,
"step": 6816
},
{
"epoch": 72.0,
"grad_norm": 0.015173003077507019,
"learning_rate": 1.4000000000000001e-05,
"loss": 0.0037,
"step": 6912
},
{
"epoch": 72.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9171597633136095,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9281437125748503,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06233122944831848,
"eval_overall_accuracy": 0.9872963269814968,
"eval_overall_f1": 0.9408866995073891,
"eval_overall_precision": 0.9385749385749386,
"eval_overall_recall": 0.9432098765432099,
"eval_runtime": 0.2977,
"eval_samples_per_second": 571.082,
"eval_steps_per_second": 10.078,
"step": 6912
},
{
"epoch": 73.0,
"grad_norm": 0.1929146945476532,
"learning_rate": 1.3500000000000001e-05,
"loss": 0.0052,
"step": 7008
},
{
"epoch": 73.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9032258064516129,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9058823529411765,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06503953784704208,
"eval_overall_accuracy": 0.9867439933719967,
"eval_overall_f1": 0.9349693251533743,
"eval_overall_precision": 0.9292682926829269,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.299,
"eval_samples_per_second": 568.633,
"eval_steps_per_second": 10.035,
"step": 7008
},
{
"epoch": 74.0,
"grad_norm": 0.010960678569972515,
"learning_rate": 1.3000000000000001e-05,
"loss": 0.0037,
"step": 7104
},
{
"epoch": 74.0,
"eval_LOCATION_f1": 0.9377990430622011,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9245283018867925,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9096209912536442,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9069767441860465,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.05951261520385742,
"eval_overall_accuracy": 0.9872963269814968,
"eval_overall_f1": 0.9385749385749386,
"eval_overall_precision": 0.9339853300733496,
"eval_overall_recall": 0.9432098765432099,
"eval_runtime": 0.2974,
"eval_samples_per_second": 571.693,
"eval_steps_per_second": 10.089,
"step": 7104
},
{
"epoch": 75.0,
"grad_norm": 0.03284645453095436,
"learning_rate": 1.25e-05,
"loss": 0.0028,
"step": 7200
},
{
"epoch": 75.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9161676646706587,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9386503067484663,
"eval_ORGANIZATION_recall": 0.8947368421052632,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06371769309043884,
"eval_overall_accuracy": 0.988124827395747,
"eval_overall_f1": 0.9419035846724351,
"eval_overall_precision": 0.943069306930693,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.2972,
"eval_samples_per_second": 572.051,
"eval_steps_per_second": 10.095,
"step": 7200
},
{
"epoch": 76.0,
"grad_norm": 0.09497182071208954,
"learning_rate": 1.2e-05,
"loss": 0.0035,
"step": 7296
},
{
"epoch": 76.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9069767441860466,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9017341040462428,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.061348769813776016,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9364303178484108,
"eval_overall_precision": 0.927360774818402,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.3017,
"eval_samples_per_second": 563.463,
"eval_steps_per_second": 9.943,
"step": 7296
},
{
"epoch": 77.0,
"grad_norm": 0.01006114762276411,
"learning_rate": 1.1500000000000002e-05,
"loss": 0.0038,
"step": 7392
},
{
"epoch": 77.0,
"eval_LOCATION_f1": 0.9295774647887324,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9080118694362017,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9216867469879518,
"eval_ORGANIZATION_recall": 0.8947368421052632,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06554180383682251,
"eval_overall_accuracy": 0.9875724937862469,
"eval_overall_f1": 0.9359605911330049,
"eval_overall_precision": 0.9336609336609336,
"eval_overall_recall": 0.9382716049382716,
"eval_runtime": 0.2983,
"eval_samples_per_second": 569.942,
"eval_steps_per_second": 10.058,
"step": 7392
},
{
"epoch": 78.0,
"grad_norm": 0.04354839771986008,
"learning_rate": 1.1000000000000001e-05,
"loss": 0.0046,
"step": 7488
},
{
"epoch": 78.0,
"eval_LOCATION_f1": 0.9295774647887324,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9085545722713864,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9166666666666666,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06349269300699234,
"eval_overall_accuracy": 0.9875724937862469,
"eval_overall_f1": 0.9361179361179361,
"eval_overall_precision": 0.9315403422982885,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.2998,
"eval_samples_per_second": 566.992,
"eval_steps_per_second": 10.006,
"step": 7488
},
{
"epoch": 79.0,
"grad_norm": 0.6549085974693298,
"learning_rate": 1.05e-05,
"loss": 0.0036,
"step": 7584
},
{
"epoch": 79.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.913946587537092,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.927710843373494,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.061547666788101196,
"eval_overall_accuracy": 0.988124827395747,
"eval_overall_f1": 0.9395807644882861,
"eval_overall_precision": 0.9384236453201971,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.2979,
"eval_samples_per_second": 570.628,
"eval_steps_per_second": 10.07,
"step": 7584
},
{
"epoch": 80.0,
"grad_norm": 0.557411253452301,
"learning_rate": 1e-05,
"loss": 0.0042,
"step": 7680
},
{
"epoch": 80.0,
"eval_LOCATION_f1": 0.9245283018867926,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.8990825688073395,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9096209912536442,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9069767441860465,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.057892363518476486,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9351285189718482,
"eval_overall_precision": 0.9271844660194175,
"eval_overall_recall": 0.9432098765432099,
"eval_runtime": 0.2956,
"eval_samples_per_second": 575.063,
"eval_steps_per_second": 10.148,
"step": 7680
},
{
"epoch": 81.0,
"grad_norm": 0.3121015131473541,
"learning_rate": 9.5e-06,
"loss": 0.0037,
"step": 7776
},
{
"epoch": 81.0,
"eval_LOCATION_f1": 0.9289099526066351,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9074074074074074,
"eval_LOCATION_recall": 0.9514563106796117,
"eval_ORGANIZATION_f1": 0.9090909090909091,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9117647058823529,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9731800766283524,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9769230769230769,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.05845481529831886,
"eval_overall_accuracy": 0.9875724937862469,
"eval_overall_f1": 0.9348093480934809,
"eval_overall_precision": 0.9313725490196079,
"eval_overall_recall": 0.9382716049382716,
"eval_runtime": 0.3121,
"eval_samples_per_second": 544.763,
"eval_steps_per_second": 9.613,
"step": 7776
},
{
"epoch": 82.0,
"grad_norm": 0.6399143934249878,
"learning_rate": 9e-06,
"loss": 0.0035,
"step": 7872
},
{
"epoch": 82.0,
"eval_LOCATION_f1": 0.9433962264150944,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9174311926605505,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9235294117647059,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9289940828402367,
"eval_ORGANIZATION_recall": 0.9181286549707602,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.057273510843515396,
"eval_overall_accuracy": 0.9886771610052472,
"eval_overall_f1": 0.9459459459459458,
"eval_overall_precision": 0.941320293398533,
"eval_overall_recall": 0.9506172839506173,
"eval_runtime": 0.2999,
"eval_samples_per_second": 566.843,
"eval_steps_per_second": 10.003,
"step": 7872
},
{
"epoch": 83.0,
"grad_norm": 0.04775100201368332,
"learning_rate": 8.500000000000002e-06,
"loss": 0.0031,
"step": 7968
},
{
"epoch": 83.0,
"eval_LOCATION_f1": 0.9433962264150944,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9174311926605505,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9171597633136095,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9281437125748503,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.062356408685445786,
"eval_overall_accuracy": 0.988124827395747,
"eval_overall_f1": 0.9433497536945813,
"eval_overall_precision": 0.941031941031941,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.304,
"eval_samples_per_second": 559.289,
"eval_steps_per_second": 9.87,
"step": 7968
},
{
"epoch": 84.0,
"grad_norm": 0.02066282369196415,
"learning_rate": 8.000000000000001e-06,
"loss": 0.003,
"step": 8064
},
{
"epoch": 84.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9144542772861357,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9226190476190477,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06366873532533646,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.939877300613497,
"eval_overall_precision": 0.9341463414634147,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.3054,
"eval_samples_per_second": 556.653,
"eval_steps_per_second": 9.823,
"step": 8064
},
{
"epoch": 85.0,
"grad_norm": 0.3127962350845337,
"learning_rate": 7.5e-06,
"loss": 0.0036,
"step": 8160
},
{
"epoch": 85.0,
"eval_LOCATION_f1": 0.9345794392523364,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9009009009009009,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9235294117647059,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9289940828402367,
"eval_ORGANIZATION_recall": 0.9181286549707602,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06440627574920654,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.943627450980392,
"eval_overall_precision": 0.9367396593673966,
"eval_overall_recall": 0.9506172839506173,
"eval_runtime": 0.299,
"eval_samples_per_second": 568.56,
"eval_steps_per_second": 10.033,
"step": 8160
},
{
"epoch": 86.0,
"grad_norm": 0.0019319866551086307,
"learning_rate": 7.000000000000001e-06,
"loss": 0.0035,
"step": 8256
},
{
"epoch": 86.0,
"eval_LOCATION_f1": 0.9345794392523364,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9009009009009009,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9107142857142856,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9272727272727272,
"eval_ORGANIZATION_recall": 0.8947368421052632,
"eval_PERSON_f1": 0.9733840304182511,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9696969696969697,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06361889839172363,
"eval_overall_accuracy": 0.9875724937862469,
"eval_overall_f1": 0.9372693726937269,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9407407407407408,
"eval_runtime": 0.2988,
"eval_samples_per_second": 568.964,
"eval_steps_per_second": 10.041,
"step": 8256
},
{
"epoch": 87.0,
"grad_norm": 0.006207878235727549,
"learning_rate": 6.5000000000000004e-06,
"loss": 0.0032,
"step": 8352
},
{
"epoch": 87.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9171597633136095,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9281437125748503,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06188651919364929,
"eval_overall_accuracy": 0.988124827395747,
"eval_overall_f1": 0.9421894218942188,
"eval_overall_precision": 0.9387254901960784,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.3023,
"eval_samples_per_second": 562.349,
"eval_steps_per_second": 9.924,
"step": 8352
},
{
"epoch": 88.0,
"grad_norm": 0.0147634232416749,
"learning_rate": 6e-06,
"loss": 0.0029,
"step": 8448
},
{
"epoch": 88.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9127906976744187,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9075144508670521,
"eval_ORGANIZATION_recall": 0.9181286549707602,
"eval_PERSON_f1": 0.9731800766283524,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9769230769230769,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.06038166582584381,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.938875305623472,
"eval_overall_precision": 0.9297820823244553,
"eval_overall_recall": 0.9481481481481482,
"eval_runtime": 0.3007,
"eval_samples_per_second": 565.407,
"eval_steps_per_second": 9.978,
"step": 8448
},
{
"epoch": 89.0,
"grad_norm": 0.2083333283662796,
"learning_rate": 5.500000000000001e-06,
"loss": 0.0031,
"step": 8544
},
{
"epoch": 89.0,
"eval_LOCATION_f1": 0.9339622641509433,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.908256880733945,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9101449275362319,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9022988505747126,
"eval_ORGANIZATION_recall": 0.9181286549707602,
"eval_PERSON_f1": 0.9731800766283524,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9769230769230769,
"eval_PERSON_recall": 0.9694656488549618,
"eval_loss": 0.06396310776472092,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9364303178484108,
"eval_overall_precision": 0.927360774818402,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.2963,
"eval_samples_per_second": 573.687,
"eval_steps_per_second": 10.124,
"step": 8544
},
{
"epoch": 90.0,
"grad_norm": 0.01854861155152321,
"learning_rate": 5e-06,
"loss": 0.0028,
"step": 8640
},
{
"epoch": 90.0,
"eval_LOCATION_f1": 0.9345794392523364,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9009009009009009,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.913946587537092,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.927710843373494,
"eval_ORGANIZATION_recall": 0.9005847953216374,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06590648740530014,
"eval_overall_accuracy": 0.988124827395747,
"eval_overall_f1": 0.939729397293973,
"eval_overall_precision": 0.9362745098039216,
"eval_overall_recall": 0.9432098765432099,
"eval_runtime": 0.2978,
"eval_samples_per_second": 570.899,
"eval_steps_per_second": 10.075,
"step": 8640
},
{
"epoch": 91.0,
"grad_norm": 0.06623278558254242,
"learning_rate": 4.5e-06,
"loss": 0.0028,
"step": 8736
},
{
"epoch": 91.0,
"eval_LOCATION_f1": 0.9383886255924171,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9166666666666666,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9208211143695014,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9235294117647059,
"eval_ORGANIZATION_recall": 0.9181286549707602,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06273588538169861,
"eval_overall_accuracy": 0.9886771610052472,
"eval_overall_f1": 0.9434889434889435,
"eval_overall_precision": 0.9388753056234719,
"eval_overall_recall": 0.9481481481481482,
"eval_runtime": 0.351,
"eval_samples_per_second": 484.303,
"eval_steps_per_second": 8.547,
"step": 8736
},
{
"epoch": 92.0,
"grad_norm": 0.02434733510017395,
"learning_rate": 4.000000000000001e-06,
"loss": 0.0032,
"step": 8832
},
{
"epoch": 92.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9171597633136095,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9281437125748503,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06576044112443924,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9421894218942188,
"eval_overall_precision": 0.9387254901960784,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.2994,
"eval_samples_per_second": 567.823,
"eval_steps_per_second": 10.02,
"step": 8832
},
{
"epoch": 93.0,
"grad_norm": 0.6385473012924194,
"learning_rate": 3.5000000000000004e-06,
"loss": 0.0023,
"step": 8928
},
{
"epoch": 93.0,
"eval_LOCATION_f1": 0.9433962264150944,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9174311926605505,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9176470588235294,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9230769230769231,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06361746042966843,
"eval_overall_accuracy": 0.9884009942004971,
"eval_overall_f1": 0.9434889434889435,
"eval_overall_precision": 0.9388753056234719,
"eval_overall_recall": 0.9481481481481482,
"eval_runtime": 0.3009,
"eval_samples_per_second": 565.033,
"eval_steps_per_second": 9.971,
"step": 8928
},
{
"epoch": 94.0,
"grad_norm": 0.06679230183362961,
"learning_rate": 3e-06,
"loss": 0.0024,
"step": 9024
},
{
"epoch": 94.0,
"eval_LOCATION_f1": 0.9433962264150944,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9174311926605505,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9226190476190477,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9393939393939394,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06507156044244766,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9456790123456791,
"eval_overall_precision": 0.945679012345679,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.2976,
"eval_samples_per_second": 571.157,
"eval_steps_per_second": 10.079,
"step": 9024
},
{
"epoch": 95.0,
"grad_norm": 0.035074394196271896,
"learning_rate": 2.5e-06,
"loss": 0.0029,
"step": 9120
},
{
"epoch": 95.0,
"eval_LOCATION_f1": 0.9383886255924171,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9166666666666666,
"eval_LOCATION_recall": 0.9611650485436893,
"eval_ORGANIZATION_f1": 0.9090909090909091,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9117647058823529,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06322455406188965,
"eval_overall_accuracy": 0.9875724937862469,
"eval_overall_f1": 0.9385749385749386,
"eval_overall_precision": 0.9339853300733496,
"eval_overall_recall": 0.9432098765432099,
"eval_runtime": 0.2983,
"eval_samples_per_second": 569.901,
"eval_steps_per_second": 10.057,
"step": 9120
},
{
"epoch": 96.0,
"grad_norm": 0.34420645236968994,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.0021,
"step": 9216
},
{
"epoch": 96.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9176470588235294,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9230769230769231,
"eval_ORGANIZATION_recall": 0.9122807017543859,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06341253966093063,
"eval_overall_accuracy": 0.9884009942004971,
"eval_overall_f1": 0.9423312883435584,
"eval_overall_precision": 0.9365853658536586,
"eval_overall_recall": 0.9481481481481482,
"eval_runtime": 0.2987,
"eval_samples_per_second": 569.166,
"eval_steps_per_second": 10.044,
"step": 9216
},
{
"epoch": 97.0,
"grad_norm": 0.01225065067410469,
"learning_rate": 1.5e-06,
"loss": 0.0027,
"step": 9312
},
{
"epoch": 97.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9226190476190477,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9393939393939394,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06498675793409348,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9445129469790382,
"eval_overall_precision": 0.9433497536945813,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.2988,
"eval_samples_per_second": 568.927,
"eval_steps_per_second": 10.04,
"step": 9312
},
{
"epoch": 98.0,
"grad_norm": 0.060756802558898926,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.0019,
"step": 9408
},
{
"epoch": 98.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9226190476190477,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9393939393939394,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.0640244409441948,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9445129469790382,
"eval_overall_precision": 0.9433497536945813,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.299,
"eval_samples_per_second": 568.58,
"eval_steps_per_second": 10.034,
"step": 9408
},
{
"epoch": 99.0,
"grad_norm": 0.023820942267775536,
"learning_rate": 5.000000000000001e-07,
"loss": 0.0026,
"step": 9504
},
{
"epoch": 99.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9226190476190477,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9393939393939394,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06459710747003555,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9445129469790382,
"eval_overall_precision": 0.9433497536945813,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.3005,
"eval_samples_per_second": 565.803,
"eval_steps_per_second": 9.985,
"step": 9504
},
{
"epoch": 100.0,
"grad_norm": 0.4159657955169678,
"learning_rate": 0.0,
"loss": 0.0027,
"step": 9600
},
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.9389671361502346,
"eval_LOCATION_number": 103,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.970873786407767,
"eval_ORGANIZATION_f1": 0.9171597633136095,
"eval_ORGANIZATION_number": 171,
"eval_ORGANIZATION_precision": 0.9281437125748503,
"eval_ORGANIZATION_recall": 0.9064327485380117,
"eval_PERSON_f1": 0.9770992366412213,
"eval_PERSON_number": 131,
"eval_PERSON_precision": 0.9770992366412213,
"eval_PERSON_recall": 0.9770992366412213,
"eval_loss": 0.06436590105295181,
"eval_overall_accuracy": 0.987848660590997,
"eval_overall_f1": 0.9421894218942188,
"eval_overall_precision": 0.9387254901960784,
"eval_overall_recall": 0.945679012345679,
"eval_runtime": 0.2969,
"eval_samples_per_second": 572.522,
"eval_steps_per_second": 10.103,
"step": 9600
},
{
"epoch": 100.0,
"step": 9600,
"total_flos": 4381316244449244.0,
"train_loss": 0.03098656691610813,
"train_runtime": 869.7405,
"train_samples_per_second": 176.03,
"train_steps_per_second": 11.038
}
],
"logging_steps": 500,
"max_steps": 9600,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 500,
"total_flos": 4381316244449244.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}