nerui-pt-pl30-2 / trainer_state.json
apwic's picture
End of training
bc16e97 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": 1.0768136978149414,
"learning_rate": 4.9500000000000004e-05,
"loss": 0.8532,
"step": 96
},
{
"epoch": 1.0,
"eval_LOCATION_f1": 0.0,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.0,
"eval_LOCATION_recall": 0.0,
"eval_ORGANIZATION_f1": 0.22784810126582278,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.24,
"eval_ORGANIZATION_recall": 0.21686746987951808,
"eval_PERSON_f1": 0.28104575163398693,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.2621951219512195,
"eval_PERSON_recall": 0.3028169014084507,
"eval_loss": 0.3947194218635559,
"eval_overall_accuracy": 0.863923182441701,
"eval_overall_f1": 0.2203626220362622,
"eval_overall_precision": 0.25,
"eval_overall_recall": 0.1970074812967581,
"eval_runtime": 0.2972,
"eval_samples_per_second": 572.026,
"eval_steps_per_second": 10.095,
"step": 96
},
{
"epoch": 2.0,
"grad_norm": 0.9138985276222229,
"learning_rate": 4.9e-05,
"loss": 0.359,
"step": 192
},
{
"epoch": 2.0,
"eval_LOCATION_f1": 0.3900414937759336,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.31756756756756754,
"eval_LOCATION_recall": 0.5053763440860215,
"eval_ORGANIZATION_f1": 0.5906432748538012,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.5738636363636364,
"eval_ORGANIZATION_recall": 0.608433734939759,
"eval_PERSON_f1": 0.7033639143730888,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.6216216216216216,
"eval_PERSON_recall": 0.8098591549295775,
"eval_loss": 0.22303983569145203,
"eval_overall_accuracy": 0.934156378600823,
"eval_overall_f1": 0.5780219780219781,
"eval_overall_precision": 0.5166994106090373,
"eval_overall_recall": 0.655860349127182,
"eval_runtime": 0.298,
"eval_samples_per_second": 570.459,
"eval_steps_per_second": 10.067,
"step": 192
},
{
"epoch": 3.0,
"grad_norm": 0.8776483535766602,
"learning_rate": 4.85e-05,
"loss": 0.1925,
"step": 288
},
{
"epoch": 3.0,
"eval_LOCATION_f1": 0.726190476190476,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8133333333333334,
"eval_LOCATION_recall": 0.6559139784946236,
"eval_ORGANIZATION_f1": 0.7331536388140161,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.6634146341463415,
"eval_ORGANIZATION_recall": 0.8192771084337349,
"eval_PERSON_f1": 0.9355932203389831,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9019607843137255,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.11146330088376999,
"eval_overall_accuracy": 0.9613168724279836,
"eval_overall_f1": 0.803357314148681,
"eval_overall_precision": 0.7736720554272517,
"eval_overall_recall": 0.8354114713216958,
"eval_runtime": 0.2957,
"eval_samples_per_second": 574.874,
"eval_steps_per_second": 10.145,
"step": 288
},
{
"epoch": 4.0,
"grad_norm": 1.1688709259033203,
"learning_rate": 4.8e-05,
"loss": 0.1309,
"step": 384
},
{
"epoch": 4.0,
"eval_LOCATION_f1": 0.8018867924528302,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.7142857142857143,
"eval_LOCATION_recall": 0.9139784946236559,
"eval_ORGANIZATION_f1": 0.8071216617210683,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.7953216374269005,
"eval_ORGANIZATION_recall": 0.8192771084337349,
"eval_PERSON_f1": 0.9556313993174063,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9271523178807947,
"eval_PERSON_recall": 0.9859154929577465,
"eval_loss": 0.08377877622842789,
"eval_overall_accuracy": 0.9720164609053498,
"eval_overall_f1": 0.857482185273159,
"eval_overall_precision": 0.81859410430839,
"eval_overall_recall": 0.9002493765586035,
"eval_runtime": 0.3005,
"eval_samples_per_second": 565.653,
"eval_steps_per_second": 9.982,
"step": 384
},
{
"epoch": 5.0,
"grad_norm": 0.4364277422428131,
"learning_rate": 4.75e-05,
"loss": 0.1058,
"step": 480
},
{
"epoch": 5.0,
"eval_LOCATION_f1": 0.8756756756756756,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8804347826086957,
"eval_LOCATION_recall": 0.8709677419354839,
"eval_ORGANIZATION_f1": 0.8742514970059881,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.8690476190476191,
"eval_ORGANIZATION_recall": 0.8795180722891566,
"eval_PERSON_f1": 0.972027972027972,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9652777777777778,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.06439696997404099,
"eval_overall_accuracy": 0.9810699588477366,
"eval_overall_f1": 0.9093167701863354,
"eval_overall_precision": 0.905940594059406,
"eval_overall_recall": 0.912718204488778,
"eval_runtime": 0.2992,
"eval_samples_per_second": 568.271,
"eval_steps_per_second": 10.028,
"step": 480
},
{
"epoch": 6.0,
"grad_norm": 0.9933373332023621,
"learning_rate": 4.7e-05,
"loss": 0.0954,
"step": 576
},
{
"epoch": 6.0,
"eval_LOCATION_f1": 0.8502415458937198,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.7719298245614035,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.853582554517134,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.8838709677419355,
"eval_ORGANIZATION_recall": 0.8253012048192772,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05711955949664116,
"eval_overall_accuracy": 0.9818930041152263,
"eval_overall_f1": 0.8940886699507389,
"eval_overall_precision": 0.8832116788321168,
"eval_overall_recall": 0.9052369077306733,
"eval_runtime": 0.3015,
"eval_samples_per_second": 563.882,
"eval_steps_per_second": 9.951,
"step": 576
},
{
"epoch": 7.0,
"grad_norm": 1.0747640132904053,
"learning_rate": 4.6500000000000005e-05,
"loss": 0.0835,
"step": 672
},
{
"epoch": 7.0,
"eval_LOCATION_f1": 0.8775510204081631,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8349514563106796,
"eval_LOCATION_recall": 0.9247311827956989,
"eval_ORGANIZATION_f1": 0.9043478260869566,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.8715083798882681,
"eval_ORGANIZATION_recall": 0.9397590361445783,
"eval_PERSON_f1": 0.968421052631579,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.965034965034965,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05005069077014923,
"eval_overall_accuracy": 0.984636488340192,
"eval_overall_f1": 0.9200968523002423,
"eval_overall_precision": 0.8941176470588236,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.3005,
"eval_samples_per_second": 565.809,
"eval_steps_per_second": 9.985,
"step": 672
},
{
"epoch": 8.0,
"grad_norm": 0.2273331880569458,
"learning_rate": 4.600000000000001e-05,
"loss": 0.0757,
"step": 768
},
{
"epoch": 8.0,
"eval_LOCATION_f1": 0.8855721393034827,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8240740740740741,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9003021148036254,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9030303030303031,
"eval_ORGANIZATION_recall": 0.8975903614457831,
"eval_PERSON_f1": 0.9787234042553192,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9857142857142858,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.051483578979969025,
"eval_overall_accuracy": 0.9832647462277092,
"eval_overall_f1": 0.9238329238329237,
"eval_overall_precision": 0.910411622276029,
"eval_overall_recall": 0.9376558603491272,
"eval_runtime": 0.3038,
"eval_samples_per_second": 559.65,
"eval_steps_per_second": 9.876,
"step": 768
},
{
"epoch": 9.0,
"grad_norm": 0.4562922716140747,
"learning_rate": 4.55e-05,
"loss": 0.0712,
"step": 864
},
{
"epoch": 9.0,
"eval_LOCATION_f1": 0.883248730964467,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8365384615384616,
"eval_LOCATION_recall": 0.9354838709677419,
"eval_ORGANIZATION_f1": 0.9129129129129129,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9101796407185628,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04515055567026138,
"eval_overall_accuracy": 0.9851851851851852,
"eval_overall_f1": 0.9262899262899262,
"eval_overall_precision": 0.9128329297820823,
"eval_overall_recall": 0.940149625935162,
"eval_runtime": 0.2976,
"eval_samples_per_second": 571.181,
"eval_steps_per_second": 10.08,
"step": 864
},
{
"epoch": 10.0,
"grad_norm": 1.2254160642623901,
"learning_rate": 4.5e-05,
"loss": 0.0653,
"step": 960
},
{
"epoch": 10.0,
"eval_LOCATION_f1": 0.8613861386138614,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.7981651376146789,
"eval_LOCATION_recall": 0.9354838709677419,
"eval_ORGANIZATION_f1": 0.8990825688073394,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9130434782608695,
"eval_ORGANIZATION_recall": 0.8855421686746988,
"eval_PERSON_f1": 0.972027972027972,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9652777777777778,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.042413756251335144,
"eval_overall_accuracy": 0.9838134430727024,
"eval_overall_f1": 0.9153374233128836,
"eval_overall_precision": 0.9009661835748792,
"eval_overall_recall": 0.9301745635910225,
"eval_runtime": 0.2975,
"eval_samples_per_second": 571.464,
"eval_steps_per_second": 10.085,
"step": 960
},
{
"epoch": 11.0,
"grad_norm": 0.46680667996406555,
"learning_rate": 4.4500000000000004e-05,
"loss": 0.0602,
"step": 1056
},
{
"epoch": 11.0,
"eval_LOCATION_f1": 0.883248730964467,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8365384615384616,
"eval_LOCATION_recall": 0.9354838709677419,
"eval_ORGANIZATION_f1": 0.9129129129129129,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9101796407185628,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.9686411149825783,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9586206896551724,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.04325629398226738,
"eval_overall_accuracy": 0.9854595336076818,
"eval_overall_f1": 0.9253365973072215,
"eval_overall_precision": 0.9086538461538461,
"eval_overall_recall": 0.942643391521197,
"eval_runtime": 0.2984,
"eval_samples_per_second": 569.7,
"eval_steps_per_second": 10.054,
"step": 1056
},
{
"epoch": 12.0,
"grad_norm": 0.5539126992225647,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.0517,
"step": 1152
},
{
"epoch": 12.0,
"eval_LOCATION_f1": 0.8969072164948454,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8613861386138614,
"eval_LOCATION_recall": 0.9354838709677419,
"eval_ORGANIZATION_f1": 0.913946587537092,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9005847953216374,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9787234042553192,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9857142857142858,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.03981715440750122,
"eval_overall_accuracy": 0.9873799725651577,
"eval_overall_f1": 0.932349323493235,
"eval_overall_precision": 0.9199029126213593,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.2985,
"eval_samples_per_second": 569.59,
"eval_steps_per_second": 10.052,
"step": 1152
},
{
"epoch": 13.0,
"grad_norm": 0.7579489350318909,
"learning_rate": 4.35e-05,
"loss": 0.0504,
"step": 1248
},
{
"epoch": 13.0,
"eval_LOCATION_f1": 0.9297297297297297,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9347826086956522,
"eval_LOCATION_recall": 0.9247311827956989,
"eval_ORGANIZATION_f1": 0.9047619047619048,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.8941176470588236,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.9547038327526133,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9448275862068966,
"eval_PERSON_recall": 0.9647887323943662,
"eval_loss": 0.04784214869141579,
"eval_overall_accuracy": 0.9854595336076818,
"eval_overall_f1": 0.9282178217821783,
"eval_overall_precision": 0.9213759213759214,
"eval_overall_recall": 0.9351620947630923,
"eval_runtime": 0.2942,
"eval_samples_per_second": 577.91,
"eval_steps_per_second": 10.198,
"step": 1248
},
{
"epoch": 14.0,
"grad_norm": 0.31520748138427734,
"learning_rate": 4.3e-05,
"loss": 0.0475,
"step": 1344
},
{
"epoch": 14.0,
"eval_LOCATION_f1": 0.9035532994923857,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8557692307692307,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9292307692307692,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.949685534591195,
"eval_ORGANIZATION_recall": 0.9096385542168675,
"eval_PERSON_f1": 0.9686411149825783,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9586206896551724,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.04845843464136124,
"eval_overall_accuracy": 0.9868312757201646,
"eval_overall_f1": 0.9369592088998765,
"eval_overall_precision": 0.928921568627451,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.2973,
"eval_samples_per_second": 571.9,
"eval_steps_per_second": 10.092,
"step": 1344
},
{
"epoch": 15.0,
"grad_norm": 0.580851137638092,
"learning_rate": 4.25e-05,
"loss": 0.0467,
"step": 1440
},
{
"epoch": 15.0,
"eval_LOCATION_f1": 0.9000000000000001,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8411214953271028,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9012345679012346,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9240506329113924,
"eval_ORGANIZATION_recall": 0.8795180722891566,
"eval_PERSON_f1": 0.9754385964912281,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.972027972027972,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.04513963684439659,
"eval_overall_accuracy": 0.9857338820301783,
"eval_overall_f1": 0.9270704573547589,
"eval_overall_precision": 0.9191176470588235,
"eval_overall_recall": 0.9351620947630923,
"eval_runtime": 0.3028,
"eval_samples_per_second": 561.411,
"eval_steps_per_second": 9.907,
"step": 1440
},
{
"epoch": 16.0,
"grad_norm": 0.8288644552230835,
"learning_rate": 4.2e-05,
"loss": 0.044,
"step": 1536
},
{
"epoch": 16.0,
"eval_LOCATION_f1": 0.911917098445596,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.88,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.9090909090909091,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9146341463414634,
"eval_ORGANIZATION_recall": 0.9036144578313253,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04263924062252045,
"eval_overall_accuracy": 0.9873799725651577,
"eval_overall_f1": 0.9318463444857497,
"eval_overall_precision": 0.9261083743842364,
"eval_overall_recall": 0.9376558603491272,
"eval_runtime": 0.2965,
"eval_samples_per_second": 573.339,
"eval_steps_per_second": 10.118,
"step": 1536
},
{
"epoch": 17.0,
"grad_norm": 0.507310152053833,
"learning_rate": 4.15e-05,
"loss": 0.0409,
"step": 1632
},
{
"epoch": 17.0,
"eval_LOCATION_f1": 0.923076923076923,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8823529411764706,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9123867069486404,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9151515151515152,
"eval_ORGANIZATION_recall": 0.9096385542168675,
"eval_PERSON_f1": 0.968421052631579,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.965034965034965,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04281206056475639,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.9346485819975339,
"eval_overall_precision": 0.9243902439024391,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.2989,
"eval_samples_per_second": 568.742,
"eval_steps_per_second": 10.037,
"step": 1632
},
{
"epoch": 18.0,
"grad_norm": 0.47665178775787354,
"learning_rate": 4.1e-05,
"loss": 0.037,
"step": 1728
},
{
"epoch": 18.0,
"eval_LOCATION_f1": 0.9278350515463919,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8910891089108911,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9135802469135801,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9367088607594937,
"eval_ORGANIZATION_recall": 0.891566265060241,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04476248100399971,
"eval_overall_accuracy": 0.9879286694101509,
"eval_overall_f1": 0.9376558603491272,
"eval_overall_precision": 0.9376558603491272,
"eval_overall_recall": 0.9376558603491272,
"eval_runtime": 0.2982,
"eval_samples_per_second": 570.158,
"eval_steps_per_second": 10.062,
"step": 1728
},
{
"epoch": 19.0,
"grad_norm": 0.8693915009498596,
"learning_rate": 4.05e-05,
"loss": 0.0357,
"step": 1824
},
{
"epoch": 19.0,
"eval_LOCATION_f1": 0.9574468085106383,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9473684210526315,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9300911854103343,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9386503067484663,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.045135971158742905,
"eval_overall_accuracy": 0.9895747599451303,
"eval_overall_f1": 0.9524999999999999,
"eval_overall_precision": 0.9548872180451128,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2955,
"eval_samples_per_second": 575.369,
"eval_steps_per_second": 10.154,
"step": 1824
},
{
"epoch": 20.0,
"grad_norm": 0.47152310609817505,
"learning_rate": 4e-05,
"loss": 0.032,
"step": 1920
},
{
"epoch": 20.0,
"eval_LOCATION_f1": 0.911917098445596,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.88,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.924924924924925,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9221556886227545,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9788732394366197,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9788732394366197,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.04165427014231682,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9407407407407408,
"eval_overall_precision": 0.9315403422982885,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2985,
"eval_samples_per_second": 569.44,
"eval_steps_per_second": 10.049,
"step": 1920
},
{
"epoch": 21.0,
"grad_norm": 0.17908351123332977,
"learning_rate": 3.9500000000000005e-05,
"loss": 0.0326,
"step": 2016
},
{
"epoch": 21.0,
"eval_LOCATION_f1": 0.9214659685863874,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8979591836734694,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.9166666666666667,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9058823529411765,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9787234042553192,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9857142857142858,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04387632757425308,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.9394313967861558,
"eval_overall_precision": 0.9313725490196079,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.2988,
"eval_samples_per_second": 568.942,
"eval_steps_per_second": 10.04,
"step": 2016
},
{
"epoch": 22.0,
"grad_norm": 0.20579631626605988,
"learning_rate": 3.9000000000000006e-05,
"loss": 0.0348,
"step": 2112
},
{
"epoch": 22.0,
"eval_LOCATION_f1": 0.9333333333333333,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8921568627450981,
"eval_LOCATION_recall": 0.978494623655914,
"eval_ORGANIZATION_f1": 0.9129129129129129,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9101796407185628,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04139135405421257,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.9395807644882862,
"eval_overall_precision": 0.9292682926829269,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2981,
"eval_samples_per_second": 570.213,
"eval_steps_per_second": 10.063,
"step": 2112
},
{
"epoch": 23.0,
"grad_norm": 0.6211321353912354,
"learning_rate": 3.85e-05,
"loss": 0.0288,
"step": 2208
},
{
"epoch": 23.0,
"eval_LOCATION_f1": 0.9479166666666667,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9191919191919192,
"eval_LOCATION_recall": 0.978494623655914,
"eval_ORGANIZATION_f1": 0.9258160237388725,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9122807017543859,
"eval_ORGANIZATION_recall": 0.9397590361445783,
"eval_PERSON_f1": 0.9788732394366197,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9788732394366197,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.04008758068084717,
"eval_overall_accuracy": 0.9901234567901235,
"eval_overall_f1": 0.949569495694957,
"eval_overall_precision": 0.9368932038834952,
"eval_overall_recall": 0.9625935162094763,
"eval_runtime": 0.3003,
"eval_samples_per_second": 566.144,
"eval_steps_per_second": 9.991,
"step": 2208
},
{
"epoch": 24.0,
"grad_norm": 0.758486270904541,
"learning_rate": 3.8e-05,
"loss": 0.0317,
"step": 2304
},
{
"epoch": 24.0,
"eval_LOCATION_f1": 0.9417989417989417,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9270833333333334,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.927710843373494,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.927710843373494,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9754385964912281,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.972027972027972,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.04227767139673233,
"eval_overall_accuracy": 0.9895747599451303,
"eval_overall_f1": 0.9478908188585606,
"eval_overall_precision": 0.9432098765432099,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2967,
"eval_samples_per_second": 572.889,
"eval_steps_per_second": 10.11,
"step": 2304
},
{
"epoch": 25.0,
"grad_norm": 0.6690868139266968,
"learning_rate": 3.7500000000000003e-05,
"loss": 0.0296,
"step": 2400
},
{
"epoch": 25.0,
"eval_LOCATION_f1": 0.9528795811518325,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9285714285714286,
"eval_LOCATION_recall": 0.978494623655914,
"eval_ORGANIZATION_f1": 0.9333333333333333,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9390243902439024,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04354260861873627,
"eval_overall_accuracy": 0.9901234567901235,
"eval_overall_f1": 0.9515527950310558,
"eval_overall_precision": 0.948019801980198,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2992,
"eval_samples_per_second": 568.163,
"eval_steps_per_second": 10.026,
"step": 2400
},
{
"epoch": 26.0,
"grad_norm": 0.1914530098438263,
"learning_rate": 3.7e-05,
"loss": 0.0269,
"step": 2496
},
{
"epoch": 26.0,
"eval_LOCATION_f1": 0.9424083769633509,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9183673469387755,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9300911854103343,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9386503067484663,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04295233637094498,
"eval_overall_accuracy": 0.9895747599451303,
"eval_overall_f1": 0.9477611940298507,
"eval_overall_precision": 0.9454094292803971,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2971,
"eval_samples_per_second": 572.207,
"eval_steps_per_second": 10.098,
"step": 2496
},
{
"epoch": 27.0,
"grad_norm": 0.4813244342803955,
"learning_rate": 3.65e-05,
"loss": 0.0248,
"step": 2592
},
{
"epoch": 27.0,
"eval_LOCATION_f1": 0.9473684210526316,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9278350515463918,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.924924924924925,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9221556886227545,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04276817664504051,
"eval_overall_accuracy": 0.9898491083676269,
"eval_overall_f1": 0.9478908188585606,
"eval_overall_precision": 0.9432098765432099,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2979,
"eval_samples_per_second": 570.584,
"eval_steps_per_second": 10.069,
"step": 2592
},
{
"epoch": 28.0,
"grad_norm": 0.7333148121833801,
"learning_rate": 3.6e-05,
"loss": 0.0263,
"step": 2688
},
{
"epoch": 28.0,
"eval_LOCATION_f1": 0.9214659685863874,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8979591836734694,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.9258160237388725,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9122807017543859,
"eval_ORGANIZATION_recall": 0.9397590361445783,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04888397827744484,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9408866995073891,
"eval_overall_precision": 0.9294403892944039,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2973,
"eval_samples_per_second": 571.866,
"eval_steps_per_second": 10.092,
"step": 2688
},
{
"epoch": 29.0,
"grad_norm": 0.5005503296852112,
"learning_rate": 3.55e-05,
"loss": 0.0245,
"step": 2784
},
{
"epoch": 29.0,
"eval_LOCATION_f1": 0.9381443298969072,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.900990099009901,
"eval_LOCATION_recall": 0.978494623655914,
"eval_ORGANIZATION_f1": 0.911854103343465,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9202453987730062,
"eval_ORGANIZATION_recall": 0.9036144578313253,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04651840776205063,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9392812887236679,
"eval_overall_precision": 0.9334975369458128,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.2972,
"eval_samples_per_second": 571.984,
"eval_steps_per_second": 10.094,
"step": 2784
},
{
"epoch": 30.0,
"grad_norm": 0.17724396288394928,
"learning_rate": 3.5e-05,
"loss": 0.0217,
"step": 2880
},
{
"epoch": 30.0,
"eval_LOCATION_f1": 0.9278350515463919,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8910891089108911,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9253731343283581,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9171597633136095,
"eval_ORGANIZATION_recall": 0.9337349397590361,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04648192971944809,
"eval_overall_accuracy": 0.9882030178326474,
"eval_overall_f1": 0.942189421894219,
"eval_overall_precision": 0.9296116504854369,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2984,
"eval_samples_per_second": 569.653,
"eval_steps_per_second": 10.053,
"step": 2880
},
{
"epoch": 31.0,
"grad_norm": 0.10259954631328583,
"learning_rate": 3.45e-05,
"loss": 0.0219,
"step": 2976
},
{
"epoch": 31.0,
"eval_LOCATION_f1": 0.9424083769633509,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9183673469387755,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9189189189189191,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9754385964912281,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.972027972027972,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.04794708639383316,
"eval_overall_accuracy": 0.9893004115226337,
"eval_overall_f1": 0.9443757725587144,
"eval_overall_precision": 0.9362745098039216,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2983,
"eval_samples_per_second": 569.81,
"eval_steps_per_second": 10.055,
"step": 2976
},
{
"epoch": 32.0,
"grad_norm": 0.8183249831199646,
"learning_rate": 3.4000000000000007e-05,
"loss": 0.0209,
"step": 3072
},
{
"epoch": 32.0,
"eval_LOCATION_f1": 0.9381443298969072,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.900990099009901,
"eval_LOCATION_recall": 0.978494623655914,
"eval_ORGANIZATION_f1": 0.9212121212121213,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.926829268292683,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05001248046755791,
"eval_overall_accuracy": 0.9882030178326474,
"eval_overall_f1": 0.9442379182156134,
"eval_overall_precision": 0.9384236453201971,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2982,
"eval_samples_per_second": 570.182,
"eval_steps_per_second": 10.062,
"step": 3072
},
{
"epoch": 33.0,
"grad_norm": 0.1250787377357483,
"learning_rate": 3.35e-05,
"loss": 0.0206,
"step": 3168
},
{
"epoch": 33.0,
"eval_LOCATION_f1": 0.9528795811518325,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9285714285714286,
"eval_LOCATION_recall": 0.978494623655914,
"eval_ORGANIZATION_f1": 0.9216867469879518,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9216867469879518,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9788732394366197,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9788732394366197,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.04647345840930939,
"eval_overall_accuracy": 0.9893004115226337,
"eval_overall_f1": 0.949194547707559,
"eval_overall_precision": 0.9433497536945813,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2967,
"eval_samples_per_second": 573.022,
"eval_steps_per_second": 10.112,
"step": 3168
},
{
"epoch": 34.0,
"grad_norm": 0.8755994439125061,
"learning_rate": 3.3e-05,
"loss": 0.0202,
"step": 3264
},
{
"epoch": 34.0,
"eval_LOCATION_f1": 0.9473684210526316,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9278350515463918,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9361702127659575,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9447852760736196,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.0446864478290081,
"eval_overall_accuracy": 0.9901234567901235,
"eval_overall_f1": 0.9514321295143213,
"eval_overall_precision": 0.9502487562189055,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2949,
"eval_samples_per_second": 576.383,
"eval_steps_per_second": 10.171,
"step": 3264
},
{
"epoch": 35.0,
"grad_norm": 0.22532738745212555,
"learning_rate": 3.2500000000000004e-05,
"loss": 0.0187,
"step": 3360
},
{
"epoch": 35.0,
"eval_LOCATION_f1": 0.9347826086956522,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.945054945054945,
"eval_LOCATION_recall": 0.9247311827956989,
"eval_ORGANIZATION_f1": 0.9266862170087975,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9028571428571428,
"eval_ORGANIZATION_recall": 0.9518072289156626,
"eval_PERSON_f1": 0.968421052631579,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.965034965034965,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.0517609640955925,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.9432098765432098,
"eval_overall_precision": 0.9339853300733496,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.293,
"eval_samples_per_second": 580.289,
"eval_steps_per_second": 10.24,
"step": 3360
},
{
"epoch": 36.0,
"grad_norm": 0.44033437967300415,
"learning_rate": 3.2000000000000005e-05,
"loss": 0.019,
"step": 3456
},
{
"epoch": 36.0,
"eval_LOCATION_f1": 0.9326424870466321,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9212121212121213,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.926829268292683,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04985504224896431,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9417596034696407,
"eval_overall_precision": 0.9359605911330049,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.2955,
"eval_samples_per_second": 575.264,
"eval_steps_per_second": 10.152,
"step": 3456
},
{
"epoch": 37.0,
"grad_norm": 0.25371018052101135,
"learning_rate": 3.15e-05,
"loss": 0.0197,
"step": 3552
},
{
"epoch": 37.0,
"eval_LOCATION_f1": 0.9456521739130435,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9560439560439561,
"eval_LOCATION_recall": 0.9354838709677419,
"eval_ORGANIZATION_f1": 0.9432835820895522,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9349112426035503,
"eval_ORGANIZATION_recall": 0.9518072289156626,
"eval_PERSON_f1": 0.968421052631579,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.965034965034965,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04717753455042839,
"eval_overall_accuracy": 0.9895747599451303,
"eval_overall_f1": 0.9527363184079602,
"eval_overall_precision": 0.9503722084367245,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2938,
"eval_samples_per_second": 578.651,
"eval_steps_per_second": 10.211,
"step": 3552
},
{
"epoch": 38.0,
"grad_norm": 0.22911065816879272,
"learning_rate": 3.1e-05,
"loss": 0.0169,
"step": 3648
},
{
"epoch": 38.0,
"eval_LOCATION_f1": 0.9128205128205128,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8725490196078431,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9161676646706587,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9107142857142857,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05635219067335129,
"eval_overall_accuracy": 0.9860082304526749,
"eval_overall_f1": 0.9359605911330049,
"eval_overall_precision": 0.9245742092457421,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.297,
"eval_samples_per_second": 572.456,
"eval_steps_per_second": 10.102,
"step": 3648
},
{
"epoch": 39.0,
"grad_norm": 0.6669800877571106,
"learning_rate": 3.05e-05,
"loss": 0.0176,
"step": 3744
},
{
"epoch": 39.0,
"eval_LOCATION_f1": 0.923076923076923,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8823529411764706,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.911854103343465,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9202453987730062,
"eval_ORGANIZATION_recall": 0.9036144578313253,
"eval_PERSON_f1": 0.9754385964912281,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.972027972027972,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.05298105254769325,
"eval_overall_accuracy": 0.9876543209876543,
"eval_overall_f1": 0.9369592088998765,
"eval_overall_precision": 0.928921568627451,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.2934,
"eval_samples_per_second": 579.501,
"eval_steps_per_second": 10.226,
"step": 3744
},
{
"epoch": 40.0,
"grad_norm": 0.30945512652397156,
"learning_rate": 3e-05,
"loss": 0.0184,
"step": 3840
},
{
"epoch": 40.0,
"eval_LOCATION_f1": 0.956989247311828,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.956989247311828,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9285714285714286,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9176470588235294,
"eval_ORGANIZATION_recall": 0.9397590361445783,
"eval_PERSON_f1": 0.968421052631579,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.965034965034965,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.049056798219680786,
"eval_overall_accuracy": 0.9882030178326474,
"eval_overall_f1": 0.949194547707559,
"eval_overall_precision": 0.9433497536945813,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2939,
"eval_samples_per_second": 578.335,
"eval_steps_per_second": 10.206,
"step": 3840
},
{
"epoch": 41.0,
"grad_norm": 0.12278193980455399,
"learning_rate": 2.95e-05,
"loss": 0.0169,
"step": 3936
},
{
"epoch": 41.0,
"eval_LOCATION_f1": 0.946236559139785,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.946236559139785,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.9285714285714286,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9176470588235294,
"eval_ORGANIZATION_recall": 0.9397590361445783,
"eval_PERSON_f1": 0.968421052631579,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.965034965034965,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05431058630347252,
"eval_overall_accuracy": 0.9879286694101509,
"eval_overall_f1": 0.946716232961586,
"eval_overall_precision": 0.9408866995073891,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2955,
"eval_samples_per_second": 575.283,
"eval_steps_per_second": 10.152,
"step": 3936
},
{
"epoch": 42.0,
"grad_norm": 0.2668594419956207,
"learning_rate": 2.9e-05,
"loss": 0.0152,
"step": 4032
},
{
"epoch": 42.0,
"eval_LOCATION_f1": 0.9424083769633509,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9183673469387755,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9365558912386707,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9393939393939394,
"eval_ORGANIZATION_recall": 0.9337349397590361,
"eval_PERSON_f1": 0.9754385964912281,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.972027972027972,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.05379322171211243,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9516728624535316,
"eval_overall_precision": 0.9458128078817734,
"eval_overall_recall": 0.9576059850374065,
"eval_runtime": 0.302,
"eval_samples_per_second": 562.939,
"eval_steps_per_second": 9.934,
"step": 4032
},
{
"epoch": 43.0,
"grad_norm": 0.11598949134349823,
"learning_rate": 2.8499999999999998e-05,
"loss": 0.015,
"step": 4128
},
{
"epoch": 43.0,
"eval_LOCATION_f1": 0.9417989417989417,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9270833333333334,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9369369369369371,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9341317365269461,
"eval_ORGANIZATION_recall": 0.9397590361445783,
"eval_PERSON_f1": 0.9754385964912281,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.972027972027972,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.053120292723178864,
"eval_overall_accuracy": 0.9898491083676269,
"eval_overall_f1": 0.9516728624535316,
"eval_overall_precision": 0.9458128078817734,
"eval_overall_recall": 0.9576059850374065,
"eval_runtime": 0.2968,
"eval_samples_per_second": 572.827,
"eval_steps_per_second": 10.109,
"step": 4128
},
{
"epoch": 44.0,
"grad_norm": 0.2693626582622528,
"learning_rate": 2.8000000000000003e-05,
"loss": 0.0154,
"step": 4224
},
{
"epoch": 44.0,
"eval_LOCATION_f1": 0.9368421052631579,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9175257731958762,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9281437125748503,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9226190476190477,
"eval_ORGANIZATION_recall": 0.9337349397590361,
"eval_PERSON_f1": 0.968421052631579,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.965034965034965,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05610647052526474,
"eval_overall_accuracy": 0.9879286694101509,
"eval_overall_f1": 0.9443757725587144,
"eval_overall_precision": 0.9362745098039216,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2969,
"eval_samples_per_second": 572.626,
"eval_steps_per_second": 10.105,
"step": 4224
},
{
"epoch": 45.0,
"grad_norm": 0.11329390108585358,
"learning_rate": 2.7500000000000004e-05,
"loss": 0.0149,
"step": 4320
},
{
"epoch": 45.0,
"eval_LOCATION_f1": 0.9319371727748691,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9081632653061225,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.918429003021148,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9212121212121213,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05618666484951973,
"eval_overall_accuracy": 0.9879286694101509,
"eval_overall_f1": 0.9416149068322982,
"eval_overall_precision": 0.9381188118811881,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.2933,
"eval_samples_per_second": 579.583,
"eval_steps_per_second": 10.228,
"step": 4320
},
{
"epoch": 46.0,
"grad_norm": 0.32401782274246216,
"learning_rate": 2.7000000000000002e-05,
"loss": 0.0158,
"step": 4416
},
{
"epoch": 46.0,
"eval_LOCATION_f1": 0.9374999999999999,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.927710843373494,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.927710843373494,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9823321554770318,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9858156028368794,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.048293400555849075,
"eval_overall_accuracy": 0.9898491083676269,
"eval_overall_f1": 0.949194547707559,
"eval_overall_precision": 0.9433497536945813,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2978,
"eval_samples_per_second": 570.926,
"eval_steps_per_second": 10.075,
"step": 4416
},
{
"epoch": 47.0,
"grad_norm": 0.02720675617456436,
"learning_rate": 2.6500000000000004e-05,
"loss": 0.0131,
"step": 4512
},
{
"epoch": 47.0,
"eval_LOCATION_f1": 0.9417989417989417,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9270833333333334,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9194029850746269,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9112426035502958,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.04851473495364189,
"eval_overall_accuracy": 0.9893004115226337,
"eval_overall_f1": 0.9430693069306931,
"eval_overall_precision": 0.9361179361179361,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2957,
"eval_samples_per_second": 574.873,
"eval_steps_per_second": 10.145,
"step": 4512
},
{
"epoch": 48.0,
"grad_norm": 0.11735498160123825,
"learning_rate": 2.6000000000000002e-05,
"loss": 0.0149,
"step": 4608
},
{
"epoch": 48.0,
"eval_LOCATION_f1": 0.922279792746114,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.89,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.91131498470948,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9254658385093167,
"eval_ORGANIZATION_recall": 0.8975903614457831,
"eval_PERSON_f1": 0.9787234042553192,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9857142857142858,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.059497687965631485,
"eval_overall_accuracy": 0.9876543209876543,
"eval_overall_f1": 0.9376558603491272,
"eval_overall_precision": 0.9376558603491272,
"eval_overall_recall": 0.9376558603491272,
"eval_runtime": 0.2944,
"eval_samples_per_second": 577.482,
"eval_steps_per_second": 10.191,
"step": 4608
},
{
"epoch": 49.0,
"grad_norm": 0.13654810190200806,
"learning_rate": 2.5500000000000003e-05,
"loss": 0.0147,
"step": 4704
},
{
"epoch": 49.0,
"eval_LOCATION_f1": 0.9183673469387754,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8737864077669902,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9051987767584098,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9192546583850931,
"eval_ORGANIZATION_recall": 0.891566265060241,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05872794985771179,
"eval_overall_accuracy": 0.9862825788751715,
"eval_overall_f1": 0.9318463444857497,
"eval_overall_precision": 0.9261083743842364,
"eval_overall_recall": 0.9376558603491272,
"eval_runtime": 0.2935,
"eval_samples_per_second": 579.234,
"eval_steps_per_second": 10.222,
"step": 4704
},
{
"epoch": 50.0,
"grad_norm": 0.09901689738035202,
"learning_rate": 2.5e-05,
"loss": 0.0128,
"step": 4800
},
{
"epoch": 50.0,
"eval_LOCATION_f1": 0.9473684210526316,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9278350515463918,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9194029850746269,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9112426035502958,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05709797516465187,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9455445544554455,
"eval_overall_precision": 0.9385749385749386,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2977,
"eval_samples_per_second": 571.045,
"eval_steps_per_second": 10.077,
"step": 4800
},
{
"epoch": 51.0,
"grad_norm": 1.0321968793869019,
"learning_rate": 2.45e-05,
"loss": 0.0107,
"step": 4896
},
{
"epoch": 51.0,
"eval_LOCATION_f1": 0.922279792746114,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.89,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.918429003021148,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9212121212121213,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06082933023571968,
"eval_overall_accuracy": 0.9876543209876543,
"eval_overall_f1": 0.9381188118811881,
"eval_overall_precision": 0.9312039312039312,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.2926,
"eval_samples_per_second": 581.069,
"eval_steps_per_second": 10.254,
"step": 4896
},
{
"epoch": 52.0,
"grad_norm": 1.0955989360809326,
"learning_rate": 2.4e-05,
"loss": 0.0127,
"step": 4992
},
{
"epoch": 52.0,
"eval_LOCATION_f1": 0.9319371727748691,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9081632653061225,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9212121212121213,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.926829268292683,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05993056669831276,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.9416149068322982,
"eval_overall_precision": 0.9381188118811881,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.2946,
"eval_samples_per_second": 577.069,
"eval_steps_per_second": 10.184,
"step": 4992
},
{
"epoch": 53.0,
"grad_norm": 0.03147509694099426,
"learning_rate": 2.35e-05,
"loss": 0.012,
"step": 5088
},
{
"epoch": 53.0,
"eval_LOCATION_f1": 0.9326424870466321,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9212121212121213,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.926829268292683,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.057255420833826065,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.9417596034696407,
"eval_overall_precision": 0.9359605911330049,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.299,
"eval_samples_per_second": 568.493,
"eval_steps_per_second": 10.032,
"step": 5088
},
{
"epoch": 54.0,
"grad_norm": 0.5938683152198792,
"learning_rate": 2.3000000000000003e-05,
"loss": 0.0114,
"step": 5184
},
{
"epoch": 54.0,
"eval_LOCATION_f1": 0.9417989417989417,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9270833333333334,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.927710843373494,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.927710843373494,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.057185981422662735,
"eval_overall_accuracy": 0.9893004115226337,
"eval_overall_f1": 0.946583850931677,
"eval_overall_precision": 0.943069306930693,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.297,
"eval_samples_per_second": 572.336,
"eval_steps_per_second": 10.1,
"step": 5184
},
{
"epoch": 55.0,
"grad_norm": 0.46015268564224243,
"learning_rate": 2.25e-05,
"loss": 0.0115,
"step": 5280
},
{
"epoch": 55.0,
"eval_LOCATION_f1": 0.9430051813471503,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.91,
"eval_LOCATION_recall": 0.978494623655914,
"eval_ORGANIZATION_f1": 0.9179331306990882,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9263803680981595,
"eval_ORGANIZATION_recall": 0.9096385542168675,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.057418834418058395,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9440993788819876,
"eval_overall_precision": 0.9405940594059405,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.2956,
"eval_samples_per_second": 575.088,
"eval_steps_per_second": 10.149,
"step": 5280
},
{
"epoch": 56.0,
"grad_norm": 0.3666340410709381,
"learning_rate": 2.2000000000000003e-05,
"loss": 0.0106,
"step": 5376
},
{
"epoch": 56.0,
"eval_LOCATION_f1": 0.9278350515463919,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8910891089108911,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.927710843373494,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.927710843373494,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.059970397502183914,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.9432098765432098,
"eval_overall_precision": 0.9339853300733496,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2959,
"eval_samples_per_second": 574.433,
"eval_steps_per_second": 10.137,
"step": 5376
},
{
"epoch": 57.0,
"grad_norm": 0.050972338765859604,
"learning_rate": 2.15e-05,
"loss": 0.0111,
"step": 5472
},
{
"epoch": 57.0,
"eval_LOCATION_f1": 0.922279792746114,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.89,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9216867469879518,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9216867469879518,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.968421052631579,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.965034965034965,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05957409366965294,
"eval_overall_accuracy": 0.9879286694101509,
"eval_overall_f1": 0.9382716049382714,
"eval_overall_precision": 0.9290953545232273,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.2961,
"eval_samples_per_second": 574.153,
"eval_steps_per_second": 10.132,
"step": 5472
},
{
"epoch": 58.0,
"grad_norm": 0.8447536826133728,
"learning_rate": 2.1e-05,
"loss": 0.0117,
"step": 5568
},
{
"epoch": 58.0,
"eval_LOCATION_f1": 0.9381443298969072,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.900990099009901,
"eval_LOCATION_recall": 0.978494623655914,
"eval_ORGANIZATION_f1": 0.9272727272727274,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9329268292682927,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06103796139359474,
"eval_overall_accuracy": 0.9882030178326474,
"eval_overall_f1": 0.9455445544554455,
"eval_overall_precision": 0.9385749385749386,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2949,
"eval_samples_per_second": 576.43,
"eval_steps_per_second": 10.172,
"step": 5568
},
{
"epoch": 59.0,
"grad_norm": 0.026474952697753906,
"learning_rate": 2.05e-05,
"loss": 0.0091,
"step": 5664
},
{
"epoch": 59.0,
"eval_LOCATION_f1": 0.9374999999999999,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9216867469879518,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9216867469879518,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.05952005833387375,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9430693069306931,
"eval_overall_precision": 0.9361179361179361,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2955,
"eval_samples_per_second": 575.281,
"eval_steps_per_second": 10.152,
"step": 5664
},
{
"epoch": 60.0,
"grad_norm": 0.16579730808734894,
"learning_rate": 2e-05,
"loss": 0.0095,
"step": 5760
},
{
"epoch": 60.0,
"eval_LOCATION_f1": 0.9374999999999999,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9281437125748503,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9226190476190477,
"eval_ORGANIZATION_recall": 0.9337349397590361,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.0566517598927021,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9456790123456791,
"eval_overall_precision": 0.9364303178484108,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2949,
"eval_samples_per_second": 576.544,
"eval_steps_per_second": 10.174,
"step": 5760
},
{
"epoch": 61.0,
"grad_norm": 0.3788284659385681,
"learning_rate": 1.9500000000000003e-05,
"loss": 0.011,
"step": 5856
},
{
"epoch": 61.0,
"eval_LOCATION_f1": 0.946236559139785,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.946236559139785,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.923076923076923,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9069767441860465,
"eval_ORGANIZATION_recall": 0.9397590361445783,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.058977656066417694,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9455445544554455,
"eval_overall_precision": 0.9385749385749386,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2951,
"eval_samples_per_second": 576.102,
"eval_steps_per_second": 10.167,
"step": 5856
},
{
"epoch": 62.0,
"grad_norm": 0.4230453073978424,
"learning_rate": 1.9e-05,
"loss": 0.0109,
"step": 5952
},
{
"epoch": 62.0,
"eval_LOCATION_f1": 0.922279792746114,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.89,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.911854103343465,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9202453987730062,
"eval_ORGANIZATION_recall": 0.9036144578313253,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06497975438833237,
"eval_overall_accuracy": 0.9865569272976681,
"eval_overall_f1": 0.9354838709677419,
"eval_overall_precision": 0.9308641975308642,
"eval_overall_recall": 0.940149625935162,
"eval_runtime": 0.2946,
"eval_samples_per_second": 577.118,
"eval_steps_per_second": 10.184,
"step": 5952
},
{
"epoch": 63.0,
"grad_norm": 0.7139930725097656,
"learning_rate": 1.85e-05,
"loss": 0.0101,
"step": 6048
},
{
"epoch": 63.0,
"eval_LOCATION_f1": 0.9430051813471503,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.91,
"eval_LOCATION_recall": 0.978494623655914,
"eval_ORGANIZATION_f1": 0.924924924924925,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9221556886227545,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06298674643039703,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.9456790123456791,
"eval_overall_precision": 0.9364303178484108,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2936,
"eval_samples_per_second": 579.022,
"eval_steps_per_second": 10.218,
"step": 6048
},
{
"epoch": 64.0,
"grad_norm": 0.04391416534781456,
"learning_rate": 1.8e-05,
"loss": 0.0098,
"step": 6144
},
{
"epoch": 64.0,
"eval_LOCATION_f1": 0.9312169312169313,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9166666666666666,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.9253731343283581,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9171597633136095,
"eval_ORGANIZATION_recall": 0.9337349397590361,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06049938127398491,
"eval_overall_accuracy": 0.9882030178326474,
"eval_overall_f1": 0.9442379182156134,
"eval_overall_precision": 0.9384236453201971,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2944,
"eval_samples_per_second": 577.409,
"eval_steps_per_second": 10.19,
"step": 6144
},
{
"epoch": 65.0,
"grad_norm": 0.25877487659454346,
"learning_rate": 1.75e-05,
"loss": 0.0093,
"step": 6240
},
{
"epoch": 65.0,
"eval_LOCATION_f1": 0.9166666666666667,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8888888888888888,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.9129129129129129,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9101796407185628,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.965034965034965,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9583333333333334,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06511997431516647,
"eval_overall_accuracy": 0.9865569272976681,
"eval_overall_f1": 0.9321824907521579,
"eval_overall_precision": 0.9219512195121952,
"eval_overall_recall": 0.942643391521197,
"eval_runtime": 0.3051,
"eval_samples_per_second": 557.231,
"eval_steps_per_second": 9.833,
"step": 6240
},
{
"epoch": 66.0,
"grad_norm": 0.6640575528144836,
"learning_rate": 1.7000000000000003e-05,
"loss": 0.0089,
"step": 6336
},
{
"epoch": 66.0,
"eval_LOCATION_f1": 0.9278350515463919,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8910891089108911,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.918429003021148,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9212121212121213,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.968421052631579,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.965034965034965,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06511464715003967,
"eval_overall_accuracy": 0.9879286694101509,
"eval_overall_f1": 0.9382716049382714,
"eval_overall_precision": 0.9290953545232273,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.2946,
"eval_samples_per_second": 577.143,
"eval_steps_per_second": 10.185,
"step": 6336
},
{
"epoch": 67.0,
"grad_norm": 0.013872658833861351,
"learning_rate": 1.65e-05,
"loss": 0.0081,
"step": 6432
},
{
"epoch": 67.0,
"eval_LOCATION_f1": 0.9183673469387754,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8737864077669902,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9146341463414634,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9259259259259259,
"eval_ORGANIZATION_recall": 0.9036144578313253,
"eval_PERSON_f1": 0.9788732394366197,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9788732394366197,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.06600550562143326,
"eval_overall_accuracy": 0.9876543209876543,
"eval_overall_f1": 0.9381188118811881,
"eval_overall_precision": 0.9312039312039312,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.294,
"eval_samples_per_second": 578.275,
"eval_steps_per_second": 10.205,
"step": 6432
},
{
"epoch": 68.0,
"grad_norm": 0.08780185878276825,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.0093,
"step": 6528
},
{
"epoch": 68.0,
"eval_LOCATION_f1": 0.9374999999999999,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9212121212121213,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.926829268292683,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06460719555616379,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9429280397022332,
"eval_overall_precision": 0.9382716049382716,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.2938,
"eval_samples_per_second": 578.598,
"eval_steps_per_second": 10.211,
"step": 6528
},
{
"epoch": 69.0,
"grad_norm": 0.06301407516002655,
"learning_rate": 1.55e-05,
"loss": 0.0079,
"step": 6624
},
{
"epoch": 69.0,
"eval_LOCATION_f1": 0.946808510638298,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9368421052631579,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.924924924924925,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9221556886227545,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.061037153005599976,
"eval_overall_accuracy": 0.9895747599451303,
"eval_overall_f1": 0.946583850931677,
"eval_overall_precision": 0.943069306930693,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2955,
"eval_samples_per_second": 575.299,
"eval_steps_per_second": 10.152,
"step": 6624
},
{
"epoch": 70.0,
"grad_norm": 0.1892562061548233,
"learning_rate": 1.5e-05,
"loss": 0.0079,
"step": 6720
},
{
"epoch": 70.0,
"eval_LOCATION_f1": 0.9424083769633509,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9183673469387755,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9156626506024096,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9156626506024096,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06376679241657257,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9429280397022332,
"eval_overall_precision": 0.9382716049382716,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.3,
"eval_samples_per_second": 566.609,
"eval_steps_per_second": 9.999,
"step": 6720
},
{
"epoch": 71.0,
"grad_norm": 0.08717113733291626,
"learning_rate": 1.45e-05,
"loss": 0.0077,
"step": 6816
},
{
"epoch": 71.0,
"eval_LOCATION_f1": 0.9312169312169313,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9166666666666666,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.9281437125748503,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9226190476190477,
"eval_ORGANIZATION_recall": 0.9337349397590361,
"eval_PERSON_f1": 0.9754385964912281,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.972027972027972,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.06333258002996445,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9455445544554455,
"eval_overall_precision": 0.9385749385749386,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2936,
"eval_samples_per_second": 578.941,
"eval_steps_per_second": 10.217,
"step": 6816
},
{
"epoch": 72.0,
"grad_norm": 1.032971739768982,
"learning_rate": 1.4000000000000001e-05,
"loss": 0.0082,
"step": 6912
},
{
"epoch": 72.0,
"eval_LOCATION_f1": 0.9326424870466321,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9189189189189191,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06669674813747406,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9419035846724352,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.296,
"eval_samples_per_second": 574.374,
"eval_steps_per_second": 10.136,
"step": 6912
},
{
"epoch": 73.0,
"grad_norm": 0.3119294345378876,
"learning_rate": 1.3500000000000001e-05,
"loss": 0.0086,
"step": 7008
},
{
"epoch": 73.0,
"eval_LOCATION_f1": 0.9270833333333334,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.898989898989899,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9216867469879518,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9216867469879518,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06375954300165176,
"eval_overall_accuracy": 0.9895747599451303,
"eval_overall_f1": 0.9417596034696407,
"eval_overall_precision": 0.9359605911330049,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.294,
"eval_samples_per_second": 578.236,
"eval_steps_per_second": 10.204,
"step": 7008
},
{
"epoch": 74.0,
"grad_norm": 0.010013816878199577,
"learning_rate": 1.3000000000000001e-05,
"loss": 0.0084,
"step": 7104
},
{
"epoch": 74.0,
"eval_LOCATION_f1": 0.9166666666666667,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8888888888888888,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.918429003021148,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9212121212121213,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.9788732394366197,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9788732394366197,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.0691668763756752,
"eval_overall_accuracy": 0.9873799725651577,
"eval_overall_f1": 0.9392812887236679,
"eval_overall_precision": 0.9334975369458128,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.2978,
"eval_samples_per_second": 570.877,
"eval_steps_per_second": 10.074,
"step": 7104
},
{
"epoch": 75.0,
"grad_norm": 0.3622521758079529,
"learning_rate": 1.25e-05,
"loss": 0.0078,
"step": 7200
},
{
"epoch": 75.0,
"eval_LOCATION_f1": 0.922279792746114,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.89,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.927710843373494,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.927710843373494,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06770838052034378,
"eval_overall_accuracy": 0.9882030178326474,
"eval_overall_f1": 0.9419035846724352,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2924,
"eval_samples_per_second": 581.388,
"eval_steps_per_second": 10.26,
"step": 7200
},
{
"epoch": 76.0,
"grad_norm": 0.34580254554748535,
"learning_rate": 1.2e-05,
"loss": 0.0082,
"step": 7296
},
{
"epoch": 76.0,
"eval_LOCATION_f1": 0.9368421052631579,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9175257731958762,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9305135951661632,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9333333333333333,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9788732394366197,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9788732394366197,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.0630577802658081,
"eval_overall_accuracy": 0.9898491083676269,
"eval_overall_f1": 0.9490683229813663,
"eval_overall_precision": 0.9455445544554455,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2966,
"eval_samples_per_second": 573.117,
"eval_steps_per_second": 10.114,
"step": 7296
},
{
"epoch": 77.0,
"grad_norm": 0.07749779522418976,
"learning_rate": 1.1500000000000002e-05,
"loss": 0.007,
"step": 7392
},
{
"epoch": 77.0,
"eval_LOCATION_f1": 0.9214659685863874,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8979591836734694,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.91131498470948,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9254658385093167,
"eval_ORGANIZATION_recall": 0.8975903614457831,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.07113731652498245,
"eval_overall_accuracy": 0.9868312757201646,
"eval_overall_f1": 0.9363295880149813,
"eval_overall_precision": 0.9375,
"eval_overall_recall": 0.9351620947630923,
"eval_runtime": 0.2971,
"eval_samples_per_second": 572.223,
"eval_steps_per_second": 10.098,
"step": 7392
},
{
"epoch": 78.0,
"grad_norm": 0.21204520761966705,
"learning_rate": 1.1000000000000001e-05,
"loss": 0.008,
"step": 7488
},
{
"epoch": 78.0,
"eval_LOCATION_f1": 0.9424083769633509,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9183673469387755,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9393939393939394,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9451219512195121,
"eval_ORGANIZATION_recall": 0.9337349397590361,
"eval_PERSON_f1": 0.9788732394366197,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9788732394366197,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.06449893862009048,
"eval_overall_accuracy": 0.9906721536351166,
"eval_overall_f1": 0.9540372670807453,
"eval_overall_precision": 0.9504950495049505,
"eval_overall_recall": 0.9576059850374065,
"eval_runtime": 0.2968,
"eval_samples_per_second": 572.842,
"eval_steps_per_second": 10.109,
"step": 7488
},
{
"epoch": 79.0,
"grad_norm": 0.07025783509016037,
"learning_rate": 1.05e-05,
"loss": 0.0066,
"step": 7584
},
{
"epoch": 79.0,
"eval_LOCATION_f1": 0.9319371727748691,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9081632653061225,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9305135951661632,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9333333333333333,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9823321554770318,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9858156028368794,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.062268126755952835,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9490683229813663,
"eval_overall_precision": 0.9455445544554455,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2949,
"eval_samples_per_second": 576.488,
"eval_steps_per_second": 10.173,
"step": 7584
},
{
"epoch": 80.0,
"grad_norm": 0.12798094749450684,
"learning_rate": 1e-05,
"loss": 0.0069,
"step": 7680
},
{
"epoch": 80.0,
"eval_LOCATION_f1": 0.9175257731958764,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8811881188118812,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.920245398773006,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9375,
"eval_ORGANIZATION_recall": 0.9036144578313253,
"eval_PERSON_f1": 0.9823321554770318,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9858156028368794,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.0696575865149498,
"eval_overall_accuracy": 0.9876543209876543,
"eval_overall_f1": 0.941469489414695,
"eval_overall_precision": 0.9402985074626866,
"eval_overall_recall": 0.942643391521197,
"eval_runtime": 0.2974,
"eval_samples_per_second": 571.576,
"eval_steps_per_second": 10.087,
"step": 7680
},
{
"epoch": 81.0,
"grad_norm": 0.112739697098732,
"learning_rate": 9.5e-06,
"loss": 0.0058,
"step": 7776
},
{
"epoch": 81.0,
"eval_LOCATION_f1": 0.9166666666666667,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.8888888888888888,
"eval_LOCATION_recall": 0.946236559139785,
"eval_ORGANIZATION_f1": 0.9244712990936556,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9272727272727272,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.968421052631579,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.965034965034965,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06682921946048737,
"eval_overall_accuracy": 0.9879286694101509,
"eval_overall_f1": 0.9381188118811881,
"eval_overall_precision": 0.9312039312039312,
"eval_overall_recall": 0.9451371571072319,
"eval_runtime": 0.2958,
"eval_samples_per_second": 574.652,
"eval_steps_per_second": 10.141,
"step": 7776
},
{
"epoch": 82.0,
"grad_norm": 0.13783079385757446,
"learning_rate": 9e-06,
"loss": 0.0069,
"step": 7872
},
{
"epoch": 82.0,
"eval_LOCATION_f1": 0.922279792746114,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.89,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9240121580547112,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9325153374233128,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.9788732394366197,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9788732394366197,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.06830577552318573,
"eval_overall_accuracy": 0.9882030178326474,
"eval_overall_f1": 0.9429280397022332,
"eval_overall_precision": 0.9382716049382716,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.3023,
"eval_samples_per_second": 562.37,
"eval_steps_per_second": 9.924,
"step": 7872
},
{
"epoch": 83.0,
"grad_norm": 0.3780260980129242,
"learning_rate": 8.500000000000002e-06,
"loss": 0.0068,
"step": 7968
},
{
"epoch": 83.0,
"eval_LOCATION_f1": 0.9270833333333334,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.898989898989899,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.918429003021148,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9212121212121213,
"eval_ORGANIZATION_recall": 0.9156626506024096,
"eval_PERSON_f1": 0.9788732394366197,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9788732394366197,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.07063104957342148,
"eval_overall_accuracy": 0.9876543209876543,
"eval_overall_f1": 0.9417596034696407,
"eval_overall_precision": 0.9359605911330049,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.2949,
"eval_samples_per_second": 576.538,
"eval_steps_per_second": 10.174,
"step": 7968
},
{
"epoch": 84.0,
"grad_norm": 0.25573885440826416,
"learning_rate": 8.000000000000001e-06,
"loss": 0.0065,
"step": 8064
},
{
"epoch": 84.0,
"eval_LOCATION_f1": 0.9326424870466321,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9305135951661632,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9333333333333333,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9823321554770318,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9858156028368794,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.06899310648441315,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.949194547707559,
"eval_overall_precision": 0.9433497536945813,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2951,
"eval_samples_per_second": 575.994,
"eval_steps_per_second": 10.165,
"step": 8064
},
{
"epoch": 85.0,
"grad_norm": 0.07031101733446121,
"learning_rate": 7.5e-06,
"loss": 0.0066,
"step": 8160
},
{
"epoch": 85.0,
"eval_LOCATION_f1": 0.9326424870466321,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.927710843373494,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.927710843373494,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9788732394366197,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9788732394366197,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.0673184022307396,
"eval_overall_accuracy": 0.9879286694101509,
"eval_overall_f1": 0.9468479604449938,
"eval_overall_precision": 0.9387254901960784,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2965,
"eval_samples_per_second": 573.314,
"eval_steps_per_second": 10.117,
"step": 8160
},
{
"epoch": 86.0,
"grad_norm": 1.1244421005249023,
"learning_rate": 7.000000000000001e-06,
"loss": 0.0063,
"step": 8256
},
{
"epoch": 86.0,
"eval_LOCATION_f1": 0.9424083769633509,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9183673469387755,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9161676646706587,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9107142857142857,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06586689502000809,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9430693069306931,
"eval_overall_precision": 0.9361179361179361,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2961,
"eval_samples_per_second": 574.052,
"eval_steps_per_second": 10.13,
"step": 8256
},
{
"epoch": 87.0,
"grad_norm": 0.23708193004131317,
"learning_rate": 6.5000000000000004e-06,
"loss": 0.0064,
"step": 8352
},
{
"epoch": 87.0,
"eval_LOCATION_f1": 0.9424083769633509,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9183673469387755,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9244712990936556,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9272727272727272,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06606775522232056,
"eval_overall_accuracy": 0.9895747599451303,
"eval_overall_f1": 0.946583850931677,
"eval_overall_precision": 0.943069306930693,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.296,
"eval_samples_per_second": 574.399,
"eval_steps_per_second": 10.136,
"step": 8352
},
{
"epoch": 88.0,
"grad_norm": 0.2592020332813263,
"learning_rate": 6e-06,
"loss": 0.0056,
"step": 8448
},
{
"epoch": 88.0,
"eval_LOCATION_f1": 0.9424083769633509,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9183673469387755,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.924924924924925,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9221556886227545,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06428737938404083,
"eval_overall_accuracy": 0.9898491083676269,
"eval_overall_f1": 0.946716232961586,
"eval_overall_precision": 0.9408866995073891,
"eval_overall_recall": 0.9526184538653366,
"eval_runtime": 0.2939,
"eval_samples_per_second": 578.428,
"eval_steps_per_second": 10.208,
"step": 8448
},
{
"epoch": 89.0,
"grad_norm": 0.17049174010753632,
"learning_rate": 5.500000000000001e-06,
"loss": 0.0065,
"step": 8544
},
{
"epoch": 89.0,
"eval_LOCATION_f1": 0.9374999999999999,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9189189189189191,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06466696411371231,
"eval_overall_accuracy": 0.9893004115226337,
"eval_overall_f1": 0.9419035846724352,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2955,
"eval_samples_per_second": 575.311,
"eval_steps_per_second": 10.153,
"step": 8544
},
{
"epoch": 90.0,
"grad_norm": 0.5506210327148438,
"learning_rate": 5e-06,
"loss": 0.0062,
"step": 8640
},
{
"epoch": 90.0,
"eval_LOCATION_f1": 0.9424083769633509,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9183673469387755,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9244712990936556,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9272727272727272,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06439953297376633,
"eval_overall_accuracy": 0.9895747599451303,
"eval_overall_f1": 0.946583850931677,
"eval_overall_precision": 0.943069306930693,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2943,
"eval_samples_per_second": 577.551,
"eval_steps_per_second": 10.192,
"step": 8640
},
{
"epoch": 91.0,
"grad_norm": 0.12727555632591248,
"learning_rate": 4.5e-06,
"loss": 0.0058,
"step": 8736
},
{
"epoch": 91.0,
"eval_LOCATION_f1": 0.9326424870466321,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9216867469879518,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9216867469879518,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.0659627914428711,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.9419035846724352,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2941,
"eval_samples_per_second": 578.128,
"eval_steps_per_second": 10.202,
"step": 8736
},
{
"epoch": 92.0,
"grad_norm": 0.08370932936668396,
"learning_rate": 4.000000000000001e-06,
"loss": 0.0051,
"step": 8832
},
{
"epoch": 92.0,
"eval_LOCATION_f1": 0.9479166666666667,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9191919191919192,
"eval_LOCATION_recall": 0.978494623655914,
"eval_ORGANIZATION_f1": 0.927710843373494,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.927710843373494,
"eval_ORGANIZATION_recall": 0.927710843373494,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06474878638982773,
"eval_overall_accuracy": 0.9887517146776406,
"eval_overall_f1": 0.9480198019801981,
"eval_overall_precision": 0.941031941031941,
"eval_overall_recall": 0.9551122194513716,
"eval_runtime": 0.2941,
"eval_samples_per_second": 577.954,
"eval_steps_per_second": 10.199,
"step": 8832
},
{
"epoch": 93.0,
"grad_norm": 0.023883234709501266,
"learning_rate": 3.5000000000000004e-06,
"loss": 0.0048,
"step": 8928
},
{
"epoch": 93.0,
"eval_LOCATION_f1": 0.922279792746114,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.89,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9161676646706587,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9107142857142857,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06717947870492935,
"eval_overall_accuracy": 0.9882030178326474,
"eval_overall_f1": 0.9371146732429101,
"eval_overall_precision": 0.926829268292683,
"eval_overall_recall": 0.9476309226932669,
"eval_runtime": 0.2945,
"eval_samples_per_second": 577.343,
"eval_steps_per_second": 10.188,
"step": 8928
},
{
"epoch": 94.0,
"grad_norm": 0.8206273317337036,
"learning_rate": 3e-06,
"loss": 0.0058,
"step": 9024
},
{
"epoch": 94.0,
"eval_LOCATION_f1": 0.9374999999999999,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9189189189189191,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06682807952165604,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9430693069306931,
"eval_overall_precision": 0.9361179361179361,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2978,
"eval_samples_per_second": 570.928,
"eval_steps_per_second": 10.075,
"step": 9024
},
{
"epoch": 95.0,
"grad_norm": 0.07877936959266663,
"learning_rate": 2.5e-06,
"loss": 0.0067,
"step": 9120
},
{
"epoch": 95.0,
"eval_LOCATION_f1": 0.9374999999999999,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9090909090909091,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9189189189189191,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.971830985915493,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.971830985915493,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06732748448848724,
"eval_overall_accuracy": 0.988477366255144,
"eval_overall_f1": 0.9419035846724352,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2951,
"eval_samples_per_second": 576.068,
"eval_steps_per_second": 10.166,
"step": 9120
},
{
"epoch": 96.0,
"grad_norm": 0.03156942501664162,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.0051,
"step": 9216
},
{
"epoch": 96.0,
"eval_LOCATION_f1": 0.9473684210526316,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9278350515463918,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9216867469879518,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9216867469879518,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06718067824840546,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.946583850931677,
"eval_overall_precision": 0.943069306930693,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2958,
"eval_samples_per_second": 574.761,
"eval_steps_per_second": 10.143,
"step": 9216
},
{
"epoch": 97.0,
"grad_norm": 0.007113738916814327,
"learning_rate": 1.5e-06,
"loss": 0.005,
"step": 9312
},
{
"epoch": 97.0,
"eval_LOCATION_f1": 0.9326424870466321,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9189189189189191,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06768758594989777,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9419035846724352,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2933,
"eval_samples_per_second": 579.547,
"eval_steps_per_second": 10.227,
"step": 9312
},
{
"epoch": 98.0,
"grad_norm": 0.05270858108997345,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.0062,
"step": 9408
},
{
"epoch": 98.0,
"eval_LOCATION_f1": 0.9326424870466321,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9189189189189191,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.0679173544049263,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9419035846724352,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2944,
"eval_samples_per_second": 577.476,
"eval_steps_per_second": 10.191,
"step": 9408
},
{
"epoch": 99.0,
"grad_norm": 0.07660820335149765,
"learning_rate": 5.000000000000001e-07,
"loss": 0.0053,
"step": 9504
},
{
"epoch": 99.0,
"eval_LOCATION_f1": 0.9326424870466321,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9189189189189191,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.06781742721796036,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9419035846724352,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2955,
"eval_samples_per_second": 575.393,
"eval_steps_per_second": 10.154,
"step": 9504
},
{
"epoch": 100.0,
"grad_norm": 0.8095541596412659,
"learning_rate": 0.0,
"loss": 0.0046,
"step": 9600
},
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.9326424870466321,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9,
"eval_LOCATION_recall": 0.967741935483871,
"eval_ORGANIZATION_f1": 0.9189189189189191,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9752650176678446,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9787234042553191,
"eval_PERSON_recall": 0.971830985915493,
"eval_loss": 0.067685067653656,
"eval_overall_accuracy": 0.9890260631001372,
"eval_overall_f1": 0.9419035846724352,
"eval_overall_precision": 0.9338235294117647,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.2958,
"eval_samples_per_second": 574.646,
"eval_steps_per_second": 10.141,
"step": 9600
},
{
"epoch": 100.0,
"step": 9600,
"total_flos": 4208466347875278.0,
"train_loss": 0.03501902000978589,
"train_runtime": 552.429,
"train_samples_per_second": 277.14,
"train_steps_per_second": 17.378
}
],
"logging_steps": 500,
"max_steps": 9600,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 500,
"total_flos": 4208466347875278.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}