ahishamm's picture
Uploaded Model
a4a898d
raw
history blame
68.8 kB
{
"best_metric": 0.2933545410633087,
"best_model_checkpoint": "./vit-large-binary-isic-sharpened-patch-16/checkpoint-2500",
"epoch": 4.0,
"global_step": 4328,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 0.00019953789279112755,
"loss": 0.8082,
"step": 10
},
{
"epoch": 0.02,
"learning_rate": 0.00019912199630314236,
"loss": 0.6929,
"step": 20
},
{
"epoch": 0.03,
"learning_rate": 0.0001986598890942699,
"loss": 0.6865,
"step": 30
},
{
"epoch": 0.04,
"learning_rate": 0.0001981977818853974,
"loss": 0.9436,
"step": 40
},
{
"epoch": 0.05,
"learning_rate": 0.00019773567467652495,
"loss": 0.6843,
"step": 50
},
{
"epoch": 0.06,
"learning_rate": 0.00019727356746765252,
"loss": 0.5735,
"step": 60
},
{
"epoch": 0.06,
"learning_rate": 0.00019681146025878006,
"loss": 0.6261,
"step": 70
},
{
"epoch": 0.07,
"learning_rate": 0.00019634935304990757,
"loss": 0.5538,
"step": 80
},
{
"epoch": 0.08,
"learning_rate": 0.00019588724584103511,
"loss": 0.5933,
"step": 90
},
{
"epoch": 0.09,
"learning_rate": 0.00019542513863216268,
"loss": 0.5213,
"step": 100
},
{
"epoch": 0.09,
"eval_accuracy": 0.7638390568939005,
"eval_f1": 0.7638390568939006,
"eval_loss": 0.44594600796699524,
"eval_precision": 0.7638390568939005,
"eval_recall": 0.7638390568939005,
"eval_runtime": 82.3787,
"eval_samples_per_second": 94.733,
"eval_steps_per_second": 11.848,
"step": 100
},
{
"epoch": 0.1,
"learning_rate": 0.00019496303142329022,
"loss": 0.4627,
"step": 110
},
{
"epoch": 0.11,
"learning_rate": 0.00019450092421441774,
"loss": 0.6127,
"step": 120
},
{
"epoch": 0.12,
"learning_rate": 0.0001940388170055453,
"loss": 0.5404,
"step": 130
},
{
"epoch": 0.13,
"learning_rate": 0.00019357670979667284,
"loss": 0.5488,
"step": 140
},
{
"epoch": 0.14,
"learning_rate": 0.00019311460258780039,
"loss": 0.4643,
"step": 150
},
{
"epoch": 0.15,
"learning_rate": 0.0001926524953789279,
"loss": 0.524,
"step": 160
},
{
"epoch": 0.16,
"learning_rate": 0.00019219038817005547,
"loss": 0.5372,
"step": 170
},
{
"epoch": 0.17,
"learning_rate": 0.000191728280961183,
"loss": 0.4095,
"step": 180
},
{
"epoch": 0.18,
"learning_rate": 0.00019126617375231055,
"loss": 0.4569,
"step": 190
},
{
"epoch": 0.18,
"learning_rate": 0.0001908040665434381,
"loss": 0.4388,
"step": 200
},
{
"epoch": 0.18,
"eval_accuracy": 0.7869041517170682,
"eval_f1": 0.7869041517170682,
"eval_loss": 0.5328742861747742,
"eval_precision": 0.7869041517170682,
"eval_recall": 0.7869041517170682,
"eval_runtime": 83.9617,
"eval_samples_per_second": 92.947,
"eval_steps_per_second": 11.624,
"step": 200
},
{
"epoch": 0.19,
"learning_rate": 0.00019034195933456563,
"loss": 0.3869,
"step": 210
},
{
"epoch": 0.2,
"learning_rate": 0.00018987985212569317,
"loss": 0.5303,
"step": 220
},
{
"epoch": 0.21,
"learning_rate": 0.0001894177449168207,
"loss": 0.3612,
"step": 230
},
{
"epoch": 0.22,
"learning_rate": 0.00018895563770794825,
"loss": 0.4922,
"step": 240
},
{
"epoch": 0.23,
"learning_rate": 0.0001884935304990758,
"loss": 0.5435,
"step": 250
},
{
"epoch": 0.24,
"learning_rate": 0.00018803142329020333,
"loss": 0.5545,
"step": 260
},
{
"epoch": 0.25,
"learning_rate": 0.00018756931608133087,
"loss": 0.3933,
"step": 270
},
{
"epoch": 0.26,
"learning_rate": 0.00018710720887245841,
"loss": 0.5536,
"step": 280
},
{
"epoch": 0.27,
"learning_rate": 0.00018664510166358596,
"loss": 0.4346,
"step": 290
},
{
"epoch": 0.28,
"learning_rate": 0.0001861829944547135,
"loss": 0.4157,
"step": 300
},
{
"epoch": 0.28,
"eval_accuracy": 0.7712711430035879,
"eval_f1": 0.7712711430035878,
"eval_loss": 0.4437919855117798,
"eval_precision": 0.7712711430035879,
"eval_recall": 0.7712711430035879,
"eval_runtime": 83.2116,
"eval_samples_per_second": 93.785,
"eval_steps_per_second": 11.729,
"step": 300
},
{
"epoch": 0.29,
"learning_rate": 0.00018572088724584104,
"loss": 0.4296,
"step": 310
},
{
"epoch": 0.3,
"learning_rate": 0.0001852587800369686,
"loss": 0.3737,
"step": 320
},
{
"epoch": 0.3,
"learning_rate": 0.00018479667282809612,
"loss": 0.5117,
"step": 330
},
{
"epoch": 0.31,
"learning_rate": 0.00018433456561922366,
"loss": 0.481,
"step": 340
},
{
"epoch": 0.32,
"learning_rate": 0.0001838724584103512,
"loss": 0.3608,
"step": 350
},
{
"epoch": 0.33,
"learning_rate": 0.00018341035120147877,
"loss": 0.5656,
"step": 360
},
{
"epoch": 0.34,
"learning_rate": 0.00018294824399260628,
"loss": 0.3464,
"step": 370
},
{
"epoch": 0.35,
"learning_rate": 0.00018248613678373382,
"loss": 0.4749,
"step": 380
},
{
"epoch": 0.36,
"learning_rate": 0.0001820240295748614,
"loss": 0.4352,
"step": 390
},
{
"epoch": 0.37,
"learning_rate": 0.00018156192236598893,
"loss": 0.4578,
"step": 400
},
{
"epoch": 0.37,
"eval_accuracy": 0.7652485904664275,
"eval_f1": 0.7652485904664275,
"eval_loss": 0.43274176120758057,
"eval_precision": 0.7652485904664275,
"eval_recall": 0.7652485904664275,
"eval_runtime": 83.447,
"eval_samples_per_second": 93.52,
"eval_steps_per_second": 11.696,
"step": 400
},
{
"epoch": 0.38,
"learning_rate": 0.00018109981515711647,
"loss": 0.4351,
"step": 410
},
{
"epoch": 0.39,
"learning_rate": 0.00018063770794824399,
"loss": 0.4204,
"step": 420
},
{
"epoch": 0.4,
"learning_rate": 0.00018017560073937155,
"loss": 0.4808,
"step": 430
},
{
"epoch": 0.41,
"learning_rate": 0.0001797134935304991,
"loss": 0.4456,
"step": 440
},
{
"epoch": 0.42,
"learning_rate": 0.00017925138632162663,
"loss": 0.4193,
"step": 450
},
{
"epoch": 0.43,
"learning_rate": 0.00017878927911275415,
"loss": 0.4122,
"step": 460
},
{
"epoch": 0.43,
"learning_rate": 0.00017832717190388172,
"loss": 0.3472,
"step": 470
},
{
"epoch": 0.44,
"learning_rate": 0.00017786506469500926,
"loss": 0.4757,
"step": 480
},
{
"epoch": 0.45,
"learning_rate": 0.0001774029574861368,
"loss": 0.4282,
"step": 490
},
{
"epoch": 0.46,
"learning_rate": 0.00017694085027726434,
"loss": 0.4322,
"step": 500
},
{
"epoch": 0.46,
"eval_accuracy": 0.7897232188621219,
"eval_f1": 0.7897232188621218,
"eval_loss": 0.41786515712738037,
"eval_precision": 0.7897232188621219,
"eval_recall": 0.7897232188621219,
"eval_runtime": 82.8608,
"eval_samples_per_second": 94.182,
"eval_steps_per_second": 11.779,
"step": 500
},
{
"epoch": 0.47,
"learning_rate": 0.00017647874306839188,
"loss": 0.3439,
"step": 510
},
{
"epoch": 0.48,
"learning_rate": 0.00017601663585951942,
"loss": 0.4745,
"step": 520
},
{
"epoch": 0.49,
"learning_rate": 0.00017555452865064696,
"loss": 0.3952,
"step": 530
},
{
"epoch": 0.5,
"learning_rate": 0.0001750924214417745,
"loss": 0.4404,
"step": 540
},
{
"epoch": 0.51,
"learning_rate": 0.00017463031423290204,
"loss": 0.3986,
"step": 550
},
{
"epoch": 0.52,
"learning_rate": 0.00017416820702402958,
"loss": 0.3229,
"step": 560
},
{
"epoch": 0.53,
"learning_rate": 0.00017370609981515712,
"loss": 0.3817,
"step": 570
},
{
"epoch": 0.54,
"learning_rate": 0.0001732439926062847,
"loss": 0.3598,
"step": 580
},
{
"epoch": 0.55,
"learning_rate": 0.0001727818853974122,
"loss": 0.3485,
"step": 590
},
{
"epoch": 0.55,
"learning_rate": 0.00017231977818853975,
"loss": 0.4258,
"step": 600
},
{
"epoch": 0.55,
"eval_accuracy": 0.797924141465915,
"eval_f1": 0.797924141465915,
"eval_loss": 0.4318617284297943,
"eval_precision": 0.797924141465915,
"eval_recall": 0.797924141465915,
"eval_runtime": 83.3645,
"eval_samples_per_second": 93.613,
"eval_steps_per_second": 11.708,
"step": 600
},
{
"epoch": 0.56,
"learning_rate": 0.00017185767097966729,
"loss": 0.4918,
"step": 610
},
{
"epoch": 0.57,
"learning_rate": 0.00017139556377079485,
"loss": 0.3992,
"step": 620
},
{
"epoch": 0.58,
"learning_rate": 0.00017093345656192237,
"loss": 0.3479,
"step": 630
},
{
"epoch": 0.59,
"learning_rate": 0.0001704713493530499,
"loss": 0.4309,
"step": 640
},
{
"epoch": 0.6,
"learning_rate": 0.00017000924214417745,
"loss": 0.3343,
"step": 650
},
{
"epoch": 0.61,
"learning_rate": 0.00016954713493530502,
"loss": 0.4232,
"step": 660
},
{
"epoch": 0.62,
"learning_rate": 0.00016908502772643253,
"loss": 0.3481,
"step": 670
},
{
"epoch": 0.63,
"learning_rate": 0.00016862292051756007,
"loss": 0.3571,
"step": 680
},
{
"epoch": 0.64,
"learning_rate": 0.00016816081330868764,
"loss": 0.3539,
"step": 690
},
{
"epoch": 0.65,
"learning_rate": 0.00016769870609981518,
"loss": 0.3156,
"step": 700
},
{
"epoch": 0.65,
"eval_accuracy": 0.7729369554074833,
"eval_f1": 0.7729369554074833,
"eval_loss": 0.44701671600341797,
"eval_precision": 0.7729369554074833,
"eval_recall": 0.7729369554074833,
"eval_runtime": 82.9893,
"eval_samples_per_second": 94.036,
"eval_steps_per_second": 11.761,
"step": 700
},
{
"epoch": 0.66,
"learning_rate": 0.0001672365988909427,
"loss": 0.3531,
"step": 710
},
{
"epoch": 0.67,
"learning_rate": 0.00016677449168207023,
"loss": 0.3733,
"step": 720
},
{
"epoch": 0.67,
"learning_rate": 0.0001663123844731978,
"loss": 0.4025,
"step": 730
},
{
"epoch": 0.68,
"learning_rate": 0.00016585027726432534,
"loss": 0.3557,
"step": 740
},
{
"epoch": 0.69,
"learning_rate": 0.00016538817005545286,
"loss": 0.3355,
"step": 750
},
{
"epoch": 0.7,
"learning_rate": 0.0001649260628465804,
"loss": 0.4307,
"step": 760
},
{
"epoch": 0.71,
"learning_rate": 0.00016446395563770796,
"loss": 0.3081,
"step": 770
},
{
"epoch": 0.72,
"learning_rate": 0.0001640018484288355,
"loss": 0.2495,
"step": 780
},
{
"epoch": 0.73,
"learning_rate": 0.00016353974121996305,
"loss": 0.7359,
"step": 790
},
{
"epoch": 0.74,
"learning_rate": 0.0001630776340110906,
"loss": 0.449,
"step": 800
},
{
"epoch": 0.74,
"eval_accuracy": 0.8035622757560226,
"eval_f1": 0.8035622757560226,
"eval_loss": 0.4222868084907532,
"eval_precision": 0.8035622757560226,
"eval_recall": 0.8035622757560226,
"eval_runtime": 83.1321,
"eval_samples_per_second": 93.875,
"eval_steps_per_second": 11.74,
"step": 800
},
{
"epoch": 0.75,
"learning_rate": 0.00016261552680221813,
"loss": 0.4488,
"step": 810
},
{
"epoch": 0.76,
"learning_rate": 0.00016215341959334567,
"loss": 0.3456,
"step": 820
},
{
"epoch": 0.77,
"learning_rate": 0.0001616913123844732,
"loss": 0.3863,
"step": 830
},
{
"epoch": 0.78,
"learning_rate": 0.00016122920517560075,
"loss": 0.6473,
"step": 840
},
{
"epoch": 0.79,
"learning_rate": 0.0001607670979667283,
"loss": 0.3917,
"step": 850
},
{
"epoch": 0.79,
"learning_rate": 0.00016030499075785583,
"loss": 0.3228,
"step": 860
},
{
"epoch": 0.8,
"learning_rate": 0.00015984288354898337,
"loss": 0.357,
"step": 870
},
{
"epoch": 0.81,
"learning_rate": 0.0001593807763401109,
"loss": 0.4173,
"step": 880
},
{
"epoch": 0.82,
"learning_rate": 0.00015891866913123845,
"loss": 0.4865,
"step": 890
},
{
"epoch": 0.83,
"learning_rate": 0.000158456561922366,
"loss": 0.464,
"step": 900
},
{
"epoch": 0.83,
"eval_accuracy": 0.7813941568426448,
"eval_f1": 0.7813941568426448,
"eval_loss": 0.43043768405914307,
"eval_precision": 0.7813941568426448,
"eval_recall": 0.7813941568426448,
"eval_runtime": 83.0934,
"eval_samples_per_second": 93.918,
"eval_steps_per_second": 11.746,
"step": 900
},
{
"epoch": 0.84,
"learning_rate": 0.00015799445471349353,
"loss": 0.3436,
"step": 910
},
{
"epoch": 0.85,
"learning_rate": 0.00015753234750462108,
"loss": 0.3055,
"step": 920
},
{
"epoch": 0.86,
"learning_rate": 0.00015707024029574862,
"loss": 0.416,
"step": 930
},
{
"epoch": 0.87,
"learning_rate": 0.00015660813308687616,
"loss": 0.3808,
"step": 940
},
{
"epoch": 0.88,
"learning_rate": 0.0001561460258780037,
"loss": 0.4386,
"step": 950
},
{
"epoch": 0.89,
"learning_rate": 0.00015568391866913127,
"loss": 0.3534,
"step": 960
},
{
"epoch": 0.9,
"learning_rate": 0.00015522181146025878,
"loss": 0.3438,
"step": 970
},
{
"epoch": 0.91,
"learning_rate": 0.00015475970425138632,
"loss": 0.4168,
"step": 980
},
{
"epoch": 0.91,
"learning_rate": 0.0001542975970425139,
"loss": 0.3478,
"step": 990
},
{
"epoch": 0.92,
"learning_rate": 0.00015383548983364143,
"loss": 0.2522,
"step": 1000
},
{
"epoch": 0.92,
"eval_accuracy": 0.8068939005638134,
"eval_f1": 0.8068939005638134,
"eval_loss": 0.47550439834594727,
"eval_precision": 0.8068939005638134,
"eval_recall": 0.8068939005638134,
"eval_runtime": 84.382,
"eval_samples_per_second": 92.484,
"eval_steps_per_second": 11.566,
"step": 1000
},
{
"epoch": 0.93,
"learning_rate": 0.00015337338262476894,
"loss": 0.4115,
"step": 1010
},
{
"epoch": 0.94,
"learning_rate": 0.00015291127541589648,
"loss": 0.3326,
"step": 1020
},
{
"epoch": 0.95,
"learning_rate": 0.00015244916820702405,
"loss": 0.3685,
"step": 1030
},
{
"epoch": 0.96,
"learning_rate": 0.0001519870609981516,
"loss": 0.3352,
"step": 1040
},
{
"epoch": 0.97,
"learning_rate": 0.0001515249537892791,
"loss": 0.3781,
"step": 1050
},
{
"epoch": 0.98,
"learning_rate": 0.00015106284658040665,
"loss": 0.3695,
"step": 1060
},
{
"epoch": 0.99,
"learning_rate": 0.00015060073937153421,
"loss": 0.3506,
"step": 1070
},
{
"epoch": 1.0,
"learning_rate": 0.00015013863216266175,
"loss": 0.3365,
"step": 1080
},
{
"epoch": 1.01,
"learning_rate": 0.00014967652495378927,
"loss": 0.3824,
"step": 1090
},
{
"epoch": 1.02,
"learning_rate": 0.00014921441774491684,
"loss": 0.3268,
"step": 1100
},
{
"epoch": 1.02,
"eval_accuracy": 0.8118913377754997,
"eval_f1": 0.8118913377754997,
"eval_loss": 0.3677738308906555,
"eval_precision": 0.8118913377754997,
"eval_recall": 0.8118913377754997,
"eval_runtime": 82.9889,
"eval_samples_per_second": 94.037,
"eval_steps_per_second": 11.761,
"step": 1100
},
{
"epoch": 1.03,
"learning_rate": 0.00014875231053604438,
"loss": 0.2994,
"step": 1110
},
{
"epoch": 1.04,
"learning_rate": 0.00014829020332717192,
"loss": 0.3662,
"step": 1120
},
{
"epoch": 1.04,
"learning_rate": 0.00014782809611829943,
"loss": 0.3251,
"step": 1130
},
{
"epoch": 1.05,
"learning_rate": 0.000147365988909427,
"loss": 0.3474,
"step": 1140
},
{
"epoch": 1.06,
"learning_rate": 0.00014690388170055454,
"loss": 0.3311,
"step": 1150
},
{
"epoch": 1.07,
"learning_rate": 0.00014644177449168208,
"loss": 0.2867,
"step": 1160
},
{
"epoch": 1.08,
"learning_rate": 0.00014597966728280962,
"loss": 0.3252,
"step": 1170
},
{
"epoch": 1.09,
"learning_rate": 0.00014551756007393716,
"loss": 0.3454,
"step": 1180
},
{
"epoch": 1.1,
"learning_rate": 0.0001450554528650647,
"loss": 0.4511,
"step": 1190
},
{
"epoch": 1.11,
"learning_rate": 0.00014459334565619224,
"loss": 0.3374,
"step": 1200
},
{
"epoch": 1.11,
"eval_accuracy": 0.8323936442849821,
"eval_f1": 0.8323936442849821,
"eval_loss": 0.3609340190887451,
"eval_precision": 0.8323936442849821,
"eval_recall": 0.8323936442849821,
"eval_runtime": 83.0459,
"eval_samples_per_second": 93.972,
"eval_steps_per_second": 11.753,
"step": 1200
},
{
"epoch": 1.12,
"learning_rate": 0.00014413123844731978,
"loss": 0.3587,
"step": 1210
},
{
"epoch": 1.13,
"learning_rate": 0.00014366913123844732,
"loss": 0.3456,
"step": 1220
},
{
"epoch": 1.14,
"learning_rate": 0.00014320702402957487,
"loss": 0.3165,
"step": 1230
},
{
"epoch": 1.15,
"learning_rate": 0.0001427449168207024,
"loss": 0.2648,
"step": 1240
},
{
"epoch": 1.16,
"learning_rate": 0.00014228280961182995,
"loss": 0.3565,
"step": 1250
},
{
"epoch": 1.16,
"learning_rate": 0.0001418207024029575,
"loss": 0.3545,
"step": 1260
},
{
"epoch": 1.17,
"learning_rate": 0.00014135859519408503,
"loss": 0.2751,
"step": 1270
},
{
"epoch": 1.18,
"learning_rate": 0.00014089648798521257,
"loss": 0.2633,
"step": 1280
},
{
"epoch": 1.19,
"learning_rate": 0.00014043438077634014,
"loss": 0.388,
"step": 1290
},
{
"epoch": 1.2,
"learning_rate": 0.00013997227356746765,
"loss": 0.3814,
"step": 1300
},
{
"epoch": 1.2,
"eval_accuracy": 0.8393131727319323,
"eval_f1": 0.8393131727319323,
"eval_loss": 0.3524097204208374,
"eval_precision": 0.8393131727319323,
"eval_recall": 0.8393131727319323,
"eval_runtime": 82.9575,
"eval_samples_per_second": 94.072,
"eval_steps_per_second": 11.765,
"step": 1300
},
{
"epoch": 1.21,
"learning_rate": 0.0001395101663585952,
"loss": 0.3347,
"step": 1310
},
{
"epoch": 1.22,
"learning_rate": 0.00013904805914972273,
"loss": 0.3734,
"step": 1320
},
{
"epoch": 1.23,
"learning_rate": 0.0001385859519408503,
"loss": 0.3307,
"step": 1330
},
{
"epoch": 1.24,
"learning_rate": 0.00013812384473197784,
"loss": 0.3689,
"step": 1340
},
{
"epoch": 1.25,
"learning_rate": 0.00013766173752310535,
"loss": 0.3188,
"step": 1350
},
{
"epoch": 1.26,
"learning_rate": 0.0001371996303142329,
"loss": 0.3658,
"step": 1360
},
{
"epoch": 1.27,
"learning_rate": 0.00013673752310536046,
"loss": 0.3124,
"step": 1370
},
{
"epoch": 1.28,
"learning_rate": 0.000136275415896488,
"loss": 0.3679,
"step": 1380
},
{
"epoch": 1.28,
"learning_rate": 0.00013581330868761552,
"loss": 0.2349,
"step": 1390
},
{
"epoch": 1.29,
"learning_rate": 0.00013535120147874308,
"loss": 0.4162,
"step": 1400
},
{
"epoch": 1.29,
"eval_accuracy": 0.831368528959508,
"eval_f1": 0.8313685289595081,
"eval_loss": 0.36000585556030273,
"eval_precision": 0.831368528959508,
"eval_recall": 0.831368528959508,
"eval_runtime": 83.2807,
"eval_samples_per_second": 93.707,
"eval_steps_per_second": 11.719,
"step": 1400
},
{
"epoch": 1.3,
"learning_rate": 0.00013488909426987063,
"loss": 0.2992,
"step": 1410
},
{
"epoch": 1.31,
"learning_rate": 0.00013442698706099817,
"loss": 0.3341,
"step": 1420
},
{
"epoch": 1.32,
"learning_rate": 0.00013396487985212568,
"loss": 0.4084,
"step": 1430
},
{
"epoch": 1.33,
"learning_rate": 0.00013350277264325325,
"loss": 0.2804,
"step": 1440
},
{
"epoch": 1.34,
"learning_rate": 0.0001330406654343808,
"loss": 0.3436,
"step": 1450
},
{
"epoch": 1.35,
"learning_rate": 0.00013257855822550833,
"loss": 0.2991,
"step": 1460
},
{
"epoch": 1.36,
"learning_rate": 0.00013211645101663584,
"loss": 0.3522,
"step": 1470
},
{
"epoch": 1.37,
"learning_rate": 0.0001316543438077634,
"loss": 0.2607,
"step": 1480
},
{
"epoch": 1.38,
"learning_rate": 0.00013119223659889095,
"loss": 0.3095,
"step": 1490
},
{
"epoch": 1.39,
"learning_rate": 0.0001307301293900185,
"loss": 0.3096,
"step": 1500
},
{
"epoch": 1.39,
"eval_accuracy": 0.8404664274730907,
"eval_f1": 0.8404664274730907,
"eval_loss": 0.35373032093048096,
"eval_precision": 0.8404664274730907,
"eval_recall": 0.8404664274730907,
"eval_runtime": 83.2107,
"eval_samples_per_second": 93.786,
"eval_steps_per_second": 11.729,
"step": 1500
},
{
"epoch": 1.4,
"learning_rate": 0.00013026802218114603,
"loss": 0.3398,
"step": 1510
},
{
"epoch": 1.4,
"learning_rate": 0.00012980591497227357,
"loss": 0.3616,
"step": 1520
},
{
"epoch": 1.41,
"learning_rate": 0.00012934380776340111,
"loss": 0.3308,
"step": 1530
},
{
"epoch": 1.42,
"learning_rate": 0.00012888170055452866,
"loss": 0.3405,
"step": 1540
},
{
"epoch": 1.43,
"learning_rate": 0.0001284195933456562,
"loss": 0.3674,
"step": 1550
},
{
"epoch": 1.44,
"learning_rate": 0.00012795748613678374,
"loss": 0.3469,
"step": 1560
},
{
"epoch": 1.45,
"learning_rate": 0.00012749537892791128,
"loss": 0.3249,
"step": 1570
},
{
"epoch": 1.46,
"learning_rate": 0.00012703327171903882,
"loss": 0.3027,
"step": 1580
},
{
"epoch": 1.47,
"learning_rate": 0.00012657116451016639,
"loss": 0.3378,
"step": 1590
},
{
"epoch": 1.48,
"learning_rate": 0.0001261090573012939,
"loss": 0.285,
"step": 1600
},
{
"epoch": 1.48,
"eval_accuracy": 0.8234238851870835,
"eval_f1": 0.8234238851870836,
"eval_loss": 0.38117510080337524,
"eval_precision": 0.8234238851870835,
"eval_recall": 0.8234238851870835,
"eval_runtime": 82.7683,
"eval_samples_per_second": 94.287,
"eval_steps_per_second": 11.792,
"step": 1600
},
{
"epoch": 1.49,
"learning_rate": 0.00012564695009242144,
"loss": 0.2934,
"step": 1610
},
{
"epoch": 1.5,
"learning_rate": 0.00012518484288354898,
"loss": 0.3616,
"step": 1620
},
{
"epoch": 1.51,
"learning_rate": 0.00012472273567467655,
"loss": 0.3436,
"step": 1630
},
{
"epoch": 1.52,
"learning_rate": 0.00012426062846580406,
"loss": 0.3223,
"step": 1640
},
{
"epoch": 1.52,
"learning_rate": 0.0001237985212569316,
"loss": 0.3983,
"step": 1650
},
{
"epoch": 1.53,
"learning_rate": 0.00012333641404805914,
"loss": 0.3771,
"step": 1660
},
{
"epoch": 1.54,
"learning_rate": 0.0001228743068391867,
"loss": 0.2622,
"step": 1670
},
{
"epoch": 1.55,
"learning_rate": 0.00012241219963031423,
"loss": 0.3511,
"step": 1680
},
{
"epoch": 1.56,
"learning_rate": 0.00012195009242144178,
"loss": 0.3802,
"step": 1690
},
{
"epoch": 1.57,
"learning_rate": 0.00012148798521256932,
"loss": 0.3039,
"step": 1700
},
{
"epoch": 1.57,
"eval_accuracy": 0.8258585340850846,
"eval_f1": 0.8258585340850846,
"eval_loss": 0.44907084107398987,
"eval_precision": 0.8258585340850846,
"eval_recall": 0.8258585340850846,
"eval_runtime": 83.5438,
"eval_samples_per_second": 93.412,
"eval_steps_per_second": 11.682,
"step": 1700
},
{
"epoch": 1.58,
"learning_rate": 0.00012102587800369687,
"loss": 0.3883,
"step": 1710
},
{
"epoch": 1.59,
"learning_rate": 0.00012056377079482442,
"loss": 0.4093,
"step": 1720
},
{
"epoch": 1.6,
"learning_rate": 0.00012010166358595194,
"loss": 0.3599,
"step": 1730
},
{
"epoch": 1.61,
"learning_rate": 0.00011963955637707948,
"loss": 0.3568,
"step": 1740
},
{
"epoch": 1.62,
"learning_rate": 0.00011917744916820704,
"loss": 0.3132,
"step": 1750
},
{
"epoch": 1.63,
"learning_rate": 0.00011871534195933458,
"loss": 0.4369,
"step": 1760
},
{
"epoch": 1.64,
"learning_rate": 0.0001182532347504621,
"loss": 0.2406,
"step": 1770
},
{
"epoch": 1.65,
"learning_rate": 0.00011779112754158965,
"loss": 0.2356,
"step": 1780
},
{
"epoch": 1.65,
"learning_rate": 0.0001173290203327172,
"loss": 0.4487,
"step": 1790
},
{
"epoch": 1.66,
"learning_rate": 0.00011686691312384474,
"loss": 0.3026,
"step": 1800
},
{
"epoch": 1.66,
"eval_accuracy": 0.8154792414146591,
"eval_f1": 0.8154792414146591,
"eval_loss": 0.37932685017585754,
"eval_precision": 0.8154792414146591,
"eval_recall": 0.8154792414146591,
"eval_runtime": 83.4604,
"eval_samples_per_second": 93.505,
"eval_steps_per_second": 11.694,
"step": 1800
},
{
"epoch": 1.67,
"learning_rate": 0.00011640480591497227,
"loss": 0.2803,
"step": 1810
},
{
"epoch": 1.68,
"learning_rate": 0.00011594269870609982,
"loss": 0.3341,
"step": 1820
},
{
"epoch": 1.69,
"learning_rate": 0.00011548059149722736,
"loss": 0.2738,
"step": 1830
},
{
"epoch": 1.7,
"learning_rate": 0.0001150184842883549,
"loss": 0.2745,
"step": 1840
},
{
"epoch": 1.71,
"learning_rate": 0.00011455637707948243,
"loss": 0.2923,
"step": 1850
},
{
"epoch": 1.72,
"learning_rate": 0.00011409426987060999,
"loss": 0.2751,
"step": 1860
},
{
"epoch": 1.73,
"learning_rate": 0.00011363216266173753,
"loss": 0.3123,
"step": 1870
},
{
"epoch": 1.74,
"learning_rate": 0.00011317005545286508,
"loss": 0.2117,
"step": 1880
},
{
"epoch": 1.75,
"learning_rate": 0.00011270794824399262,
"loss": 0.4266,
"step": 1890
},
{
"epoch": 1.76,
"learning_rate": 0.00011224584103512015,
"loss": 0.2304,
"step": 1900
},
{
"epoch": 1.76,
"eval_accuracy": 0.8175294720656073,
"eval_f1": 0.8175294720656073,
"eval_loss": 0.34882843494415283,
"eval_precision": 0.8175294720656073,
"eval_recall": 0.8175294720656073,
"eval_runtime": 83.2606,
"eval_samples_per_second": 93.73,
"eval_steps_per_second": 11.722,
"step": 1900
},
{
"epoch": 1.77,
"learning_rate": 0.00011178373382624769,
"loss": 0.3104,
"step": 1910
},
{
"epoch": 1.77,
"learning_rate": 0.00011132162661737524,
"loss": 0.2913,
"step": 1920
},
{
"epoch": 1.78,
"learning_rate": 0.00011085951940850278,
"loss": 0.2877,
"step": 1930
},
{
"epoch": 1.79,
"learning_rate": 0.00011039741219963031,
"loss": 0.2993,
"step": 1940
},
{
"epoch": 1.8,
"learning_rate": 0.00010993530499075787,
"loss": 0.3001,
"step": 1950
},
{
"epoch": 1.81,
"learning_rate": 0.0001094731977818854,
"loss": 0.2604,
"step": 1960
},
{
"epoch": 1.82,
"learning_rate": 0.00010901109057301295,
"loss": 0.2376,
"step": 1970
},
{
"epoch": 1.83,
"learning_rate": 0.00010854898336414047,
"loss": 0.3068,
"step": 1980
},
{
"epoch": 1.84,
"learning_rate": 0.00010808687615526803,
"loss": 0.2837,
"step": 1990
},
{
"epoch": 1.85,
"learning_rate": 0.00010762476894639557,
"loss": 0.2454,
"step": 2000
},
{
"epoch": 1.85,
"eval_accuracy": 0.8357252690927729,
"eval_f1": 0.8357252690927729,
"eval_loss": 0.34422409534454346,
"eval_precision": 0.8357252690927729,
"eval_recall": 0.8357252690927729,
"eval_runtime": 83.1104,
"eval_samples_per_second": 93.899,
"eval_steps_per_second": 11.743,
"step": 2000
},
{
"epoch": 1.86,
"learning_rate": 0.00010716266173752312,
"loss": 0.2813,
"step": 2010
},
{
"epoch": 1.87,
"learning_rate": 0.00010670055452865064,
"loss": 0.3136,
"step": 2020
},
{
"epoch": 1.88,
"learning_rate": 0.00010623844731977819,
"loss": 0.3534,
"step": 2030
},
{
"epoch": 1.89,
"learning_rate": 0.00010577634011090573,
"loss": 0.2866,
"step": 2040
},
{
"epoch": 1.89,
"learning_rate": 0.00010531423290203329,
"loss": 0.2329,
"step": 2050
},
{
"epoch": 1.9,
"learning_rate": 0.00010485212569316081,
"loss": 0.2623,
"step": 2060
},
{
"epoch": 1.91,
"learning_rate": 0.00010439001848428835,
"loss": 0.3563,
"step": 2070
},
{
"epoch": 1.92,
"learning_rate": 0.0001039279112754159,
"loss": 0.2561,
"step": 2080
},
{
"epoch": 1.93,
"learning_rate": 0.00010346580406654345,
"loss": 0.2701,
"step": 2090
},
{
"epoch": 1.94,
"learning_rate": 0.00010300369685767099,
"loss": 0.314,
"step": 2100
},
{
"epoch": 1.94,
"eval_accuracy": 0.8370066632496156,
"eval_f1": 0.8370066632496156,
"eval_loss": 0.34697625041007996,
"eval_precision": 0.8370066632496156,
"eval_recall": 0.8370066632496156,
"eval_runtime": 83.0388,
"eval_samples_per_second": 93.98,
"eval_steps_per_second": 11.754,
"step": 2100
},
{
"epoch": 1.95,
"learning_rate": 0.00010254158964879852,
"loss": 0.2527,
"step": 2110
},
{
"epoch": 1.96,
"learning_rate": 0.00010207948243992607,
"loss": 0.4185,
"step": 2120
},
{
"epoch": 1.97,
"learning_rate": 0.00010161737523105361,
"loss": 0.2779,
"step": 2130
},
{
"epoch": 1.98,
"learning_rate": 0.00010115526802218117,
"loss": 0.2264,
"step": 2140
},
{
"epoch": 1.99,
"learning_rate": 0.00010069316081330868,
"loss": 0.2755,
"step": 2150
},
{
"epoch": 2.0,
"learning_rate": 0.00010023105360443623,
"loss": 0.2602,
"step": 2160
},
{
"epoch": 2.01,
"learning_rate": 9.976894639556378e-05,
"loss": 0.2639,
"step": 2170
},
{
"epoch": 2.01,
"learning_rate": 9.930683918669132e-05,
"loss": 0.3943,
"step": 2180
},
{
"epoch": 2.02,
"learning_rate": 9.884473197781886e-05,
"loss": 0.3857,
"step": 2190
},
{
"epoch": 2.03,
"learning_rate": 9.83826247689464e-05,
"loss": 0.3015,
"step": 2200
},
{
"epoch": 2.03,
"eval_accuracy": 0.8500768836494106,
"eval_f1": 0.8500768836494106,
"eval_loss": 0.32626640796661377,
"eval_precision": 0.8500768836494106,
"eval_recall": 0.8500768836494106,
"eval_runtime": 83.2219,
"eval_samples_per_second": 93.773,
"eval_steps_per_second": 11.728,
"step": 2200
},
{
"epoch": 2.04,
"learning_rate": 9.792051756007394e-05,
"loss": 0.263,
"step": 2210
},
{
"epoch": 2.05,
"learning_rate": 9.745841035120148e-05,
"loss": 0.2313,
"step": 2220
},
{
"epoch": 2.06,
"learning_rate": 9.699630314232902e-05,
"loss": 0.2466,
"step": 2230
},
{
"epoch": 2.07,
"learning_rate": 9.653419593345656e-05,
"loss": 0.3537,
"step": 2240
},
{
"epoch": 2.08,
"learning_rate": 9.607208872458411e-05,
"loss": 0.2296,
"step": 2250
},
{
"epoch": 2.09,
"learning_rate": 9.560998151571166e-05,
"loss": 0.1974,
"step": 2260
},
{
"epoch": 2.1,
"learning_rate": 9.51478743068392e-05,
"loss": 0.2216,
"step": 2270
},
{
"epoch": 2.11,
"learning_rate": 9.468576709796674e-05,
"loss": 0.3016,
"step": 2280
},
{
"epoch": 2.12,
"learning_rate": 9.422365988909428e-05,
"loss": 0.2648,
"step": 2290
},
{
"epoch": 2.13,
"learning_rate": 9.376155268022182e-05,
"loss": 0.2595,
"step": 2300
},
{
"epoch": 2.13,
"eval_accuracy": 0.842516658124039,
"eval_f1": 0.842516658124039,
"eval_loss": 0.3540014326572418,
"eval_precision": 0.842516658124039,
"eval_recall": 0.842516658124039,
"eval_runtime": 82.854,
"eval_samples_per_second": 94.19,
"eval_steps_per_second": 11.78,
"step": 2300
},
{
"epoch": 2.13,
"learning_rate": 9.329944547134936e-05,
"loss": 0.1862,
"step": 2310
},
{
"epoch": 2.14,
"learning_rate": 9.28373382624769e-05,
"loss": 0.2549,
"step": 2320
},
{
"epoch": 2.15,
"learning_rate": 9.237523105360444e-05,
"loss": 0.2497,
"step": 2330
},
{
"epoch": 2.16,
"learning_rate": 9.191312384473198e-05,
"loss": 0.3169,
"step": 2340
},
{
"epoch": 2.17,
"learning_rate": 9.145101663585952e-05,
"loss": 0.299,
"step": 2350
},
{
"epoch": 2.18,
"learning_rate": 9.098890942698706e-05,
"loss": 0.2912,
"step": 2360
},
{
"epoch": 2.19,
"learning_rate": 9.05268022181146e-05,
"loss": 0.2363,
"step": 2370
},
{
"epoch": 2.2,
"learning_rate": 9.006469500924214e-05,
"loss": 0.2762,
"step": 2380
},
{
"epoch": 2.21,
"learning_rate": 8.960258780036968e-05,
"loss": 0.1996,
"step": 2390
},
{
"epoch": 2.22,
"learning_rate": 8.914048059149724e-05,
"loss": 0.2901,
"step": 2400
},
{
"epoch": 2.22,
"eval_accuracy": 0.8577652485904664,
"eval_f1": 0.8577652485904664,
"eval_loss": 0.3567024767398834,
"eval_precision": 0.8577652485904664,
"eval_recall": 0.8577652485904664,
"eval_runtime": 82.9736,
"eval_samples_per_second": 94.054,
"eval_steps_per_second": 11.763,
"step": 2400
},
{
"epoch": 2.23,
"learning_rate": 8.867837338262477e-05,
"loss": 0.2183,
"step": 2410
},
{
"epoch": 2.24,
"learning_rate": 8.821626617375232e-05,
"loss": 0.3484,
"step": 2420
},
{
"epoch": 2.25,
"learning_rate": 8.775415896487985e-05,
"loss": 0.2335,
"step": 2430
},
{
"epoch": 2.26,
"learning_rate": 8.72920517560074e-05,
"loss": 0.2727,
"step": 2440
},
{
"epoch": 2.26,
"learning_rate": 8.682994454713494e-05,
"loss": 0.2093,
"step": 2450
},
{
"epoch": 2.27,
"learning_rate": 8.636783733826248e-05,
"loss": 0.2919,
"step": 2460
},
{
"epoch": 2.28,
"learning_rate": 8.590573012939002e-05,
"loss": 0.2532,
"step": 2470
},
{
"epoch": 2.29,
"learning_rate": 8.544362292051756e-05,
"loss": 0.2433,
"step": 2480
},
{
"epoch": 2.3,
"learning_rate": 8.49815157116451e-05,
"loss": 0.2603,
"step": 2490
},
{
"epoch": 2.31,
"learning_rate": 8.451940850277265e-05,
"loss": 0.1825,
"step": 2500
},
{
"epoch": 2.31,
"eval_accuracy": 0.858534085084572,
"eval_f1": 0.8585340850845719,
"eval_loss": 0.2933545410633087,
"eval_precision": 0.858534085084572,
"eval_recall": 0.858534085084572,
"eval_runtime": 83.1432,
"eval_samples_per_second": 93.862,
"eval_steps_per_second": 11.739,
"step": 2500
},
{
"epoch": 2.32,
"learning_rate": 8.405730129390019e-05,
"loss": 0.2932,
"step": 2510
},
{
"epoch": 2.33,
"learning_rate": 8.359519408502773e-05,
"loss": 0.237,
"step": 2520
},
{
"epoch": 2.34,
"learning_rate": 8.313308687615527e-05,
"loss": 0.2803,
"step": 2530
},
{
"epoch": 2.35,
"learning_rate": 8.267097966728281e-05,
"loss": 0.2615,
"step": 2540
},
{
"epoch": 2.36,
"learning_rate": 8.220887245841036e-05,
"loss": 0.3773,
"step": 2550
},
{
"epoch": 2.37,
"learning_rate": 8.174676524953789e-05,
"loss": 0.2332,
"step": 2560
},
{
"epoch": 2.38,
"learning_rate": 8.128465804066544e-05,
"loss": 0.1964,
"step": 2570
},
{
"epoch": 2.38,
"learning_rate": 8.082255083179297e-05,
"loss": 0.2671,
"step": 2580
},
{
"epoch": 2.39,
"learning_rate": 8.036044362292053e-05,
"loss": 0.2849,
"step": 2590
},
{
"epoch": 2.4,
"learning_rate": 7.989833641404805e-05,
"loss": 0.2558,
"step": 2600
},
{
"epoch": 2.4,
"eval_accuracy": 0.8377754997437211,
"eval_f1": 0.8377754997437211,
"eval_loss": 0.32812419533729553,
"eval_precision": 0.8377754997437211,
"eval_recall": 0.8377754997437211,
"eval_runtime": 83.4244,
"eval_samples_per_second": 93.546,
"eval_steps_per_second": 11.699,
"step": 2600
},
{
"epoch": 2.41,
"learning_rate": 7.943622920517561e-05,
"loss": 0.2514,
"step": 2610
},
{
"epoch": 2.42,
"learning_rate": 7.897412199630314e-05,
"loss": 0.2943,
"step": 2620
},
{
"epoch": 2.43,
"learning_rate": 7.851201478743069e-05,
"loss": 0.2335,
"step": 2630
},
{
"epoch": 2.44,
"learning_rate": 7.804990757855823e-05,
"loss": 0.1907,
"step": 2640
},
{
"epoch": 2.45,
"learning_rate": 7.758780036968577e-05,
"loss": 0.2308,
"step": 2650
},
{
"epoch": 2.46,
"learning_rate": 7.712569316081331e-05,
"loss": 0.2706,
"step": 2660
},
{
"epoch": 2.47,
"learning_rate": 7.666358595194085e-05,
"loss": 0.2988,
"step": 2670
},
{
"epoch": 2.48,
"learning_rate": 7.620147874306839e-05,
"loss": 0.2063,
"step": 2680
},
{
"epoch": 2.49,
"learning_rate": 7.573937153419593e-05,
"loss": 0.2314,
"step": 2690
},
{
"epoch": 2.5,
"learning_rate": 7.527726432532349e-05,
"loss": 0.2553,
"step": 2700
},
{
"epoch": 2.5,
"eval_accuracy": 0.8305996924654023,
"eval_f1": 0.8305996924654023,
"eval_loss": 0.38693130016326904,
"eval_precision": 0.8305996924654023,
"eval_recall": 0.8305996924654023,
"eval_runtime": 83.2337,
"eval_samples_per_second": 93.76,
"eval_steps_per_second": 11.726,
"step": 2700
},
{
"epoch": 2.5,
"learning_rate": 7.481515711645102e-05,
"loss": 0.4367,
"step": 2710
},
{
"epoch": 2.51,
"learning_rate": 7.435304990757857e-05,
"loss": 0.2324,
"step": 2720
},
{
"epoch": 2.52,
"learning_rate": 7.38909426987061e-05,
"loss": 0.2025,
"step": 2730
},
{
"epoch": 2.53,
"learning_rate": 7.342883548983365e-05,
"loss": 0.2587,
"step": 2740
},
{
"epoch": 2.54,
"learning_rate": 7.296672828096118e-05,
"loss": 0.3039,
"step": 2750
},
{
"epoch": 2.55,
"learning_rate": 7.250462107208873e-05,
"loss": 0.211,
"step": 2760
},
{
"epoch": 2.56,
"learning_rate": 7.204251386321626e-05,
"loss": 0.2925,
"step": 2770
},
{
"epoch": 2.57,
"learning_rate": 7.158040665434381e-05,
"loss": 0.2267,
"step": 2780
},
{
"epoch": 2.58,
"learning_rate": 7.111829944547135e-05,
"loss": 0.2621,
"step": 2790
},
{
"epoch": 2.59,
"learning_rate": 7.06561922365989e-05,
"loss": 0.1911,
"step": 2800
},
{
"epoch": 2.59,
"eval_accuracy": 0.8340594566888775,
"eval_f1": 0.8340594566888775,
"eval_loss": 0.3585541546344757,
"eval_precision": 0.8340594566888775,
"eval_recall": 0.8340594566888775,
"eval_runtime": 83.9924,
"eval_samples_per_second": 92.913,
"eval_steps_per_second": 11.62,
"step": 2800
},
{
"epoch": 2.6,
"learning_rate": 7.019408502772644e-05,
"loss": 0.1907,
"step": 2810
},
{
"epoch": 2.61,
"learning_rate": 6.973197781885398e-05,
"loss": 0.2851,
"step": 2820
},
{
"epoch": 2.62,
"learning_rate": 6.926987060998153e-05,
"loss": 0.1846,
"step": 2830
},
{
"epoch": 2.62,
"learning_rate": 6.880776340110906e-05,
"loss": 0.2278,
"step": 2840
},
{
"epoch": 2.63,
"learning_rate": 6.834565619223661e-05,
"loss": 0.2496,
"step": 2850
},
{
"epoch": 2.64,
"learning_rate": 6.788354898336414e-05,
"loss": 0.1906,
"step": 2860
},
{
"epoch": 2.65,
"learning_rate": 6.74214417744917e-05,
"loss": 0.1721,
"step": 2870
},
{
"epoch": 2.66,
"learning_rate": 6.695933456561922e-05,
"loss": 0.221,
"step": 2880
},
{
"epoch": 2.67,
"learning_rate": 6.649722735674678e-05,
"loss": 0.2934,
"step": 2890
},
{
"epoch": 2.68,
"learning_rate": 6.60351201478743e-05,
"loss": 0.1705,
"step": 2900
},
{
"epoch": 2.68,
"eval_accuracy": 0.8576371091747822,
"eval_f1": 0.8576371091747822,
"eval_loss": 0.3363144099712372,
"eval_precision": 0.8576371091747822,
"eval_recall": 0.8576371091747822,
"eval_runtime": 82.6805,
"eval_samples_per_second": 94.387,
"eval_steps_per_second": 11.804,
"step": 2900
},
{
"epoch": 2.69,
"learning_rate": 6.557301293900186e-05,
"loss": 0.3019,
"step": 2910
},
{
"epoch": 2.7,
"learning_rate": 6.511090573012938e-05,
"loss": 0.3116,
"step": 2920
},
{
"epoch": 2.71,
"learning_rate": 6.464879852125694e-05,
"loss": 0.1549,
"step": 2930
},
{
"epoch": 2.72,
"learning_rate": 6.418669131238448e-05,
"loss": 0.2972,
"step": 2940
},
{
"epoch": 2.73,
"learning_rate": 6.372458410351202e-05,
"loss": 0.2639,
"step": 2950
},
{
"epoch": 2.74,
"learning_rate": 6.326247689463956e-05,
"loss": 0.2287,
"step": 2960
},
{
"epoch": 2.74,
"learning_rate": 6.28003696857671e-05,
"loss": 0.2893,
"step": 2970
},
{
"epoch": 2.75,
"learning_rate": 6.233826247689464e-05,
"loss": 0.2132,
"step": 2980
},
{
"epoch": 2.76,
"learning_rate": 6.187615526802218e-05,
"loss": 0.1585,
"step": 2990
},
{
"epoch": 2.77,
"learning_rate": 6.141404805914972e-05,
"loss": 0.2686,
"step": 3000
},
{
"epoch": 2.77,
"eval_accuracy": 0.8535366478728857,
"eval_f1": 0.8535366478728857,
"eval_loss": 0.33777493238449097,
"eval_precision": 0.8535366478728857,
"eval_recall": 0.8535366478728857,
"eval_runtime": 83.4535,
"eval_samples_per_second": 93.513,
"eval_steps_per_second": 11.695,
"step": 3000
},
{
"epoch": 2.78,
"learning_rate": 6.0951940850277264e-05,
"loss": 0.2497,
"step": 3010
},
{
"epoch": 2.79,
"learning_rate": 6.048983364140481e-05,
"loss": 0.2184,
"step": 3020
},
{
"epoch": 2.8,
"learning_rate": 6.002772643253235e-05,
"loss": 0.1742,
"step": 3030
},
{
"epoch": 2.81,
"learning_rate": 5.956561922365989e-05,
"loss": 0.3367,
"step": 3040
},
{
"epoch": 2.82,
"learning_rate": 5.9103512014787434e-05,
"loss": 0.2488,
"step": 3050
},
{
"epoch": 2.83,
"learning_rate": 5.864140480591498e-05,
"loss": 0.1905,
"step": 3060
},
{
"epoch": 2.84,
"learning_rate": 5.8179297597042515e-05,
"loss": 0.2274,
"step": 3070
},
{
"epoch": 2.85,
"learning_rate": 5.771719038817006e-05,
"loss": 0.1707,
"step": 3080
},
{
"epoch": 2.86,
"learning_rate": 5.72550831792976e-05,
"loss": 0.1783,
"step": 3090
},
{
"epoch": 2.87,
"learning_rate": 5.6792975970425144e-05,
"loss": 0.2136,
"step": 3100
},
{
"epoch": 2.87,
"eval_accuracy": 0.8676319835981547,
"eval_f1": 0.8676319835981547,
"eval_loss": 0.331231951713562,
"eval_precision": 0.8676319835981547,
"eval_recall": 0.8676319835981547,
"eval_runtime": 84.7186,
"eval_samples_per_second": 92.117,
"eval_steps_per_second": 11.52,
"step": 3100
},
{
"epoch": 2.87,
"learning_rate": 5.633086876155268e-05,
"loss": 0.2459,
"step": 3110
},
{
"epoch": 2.88,
"learning_rate": 5.5868761552680226e-05,
"loss": 0.4273,
"step": 3120
},
{
"epoch": 2.89,
"learning_rate": 5.540665434380776e-05,
"loss": 0.2554,
"step": 3130
},
{
"epoch": 2.9,
"learning_rate": 5.494454713493531e-05,
"loss": 0.1924,
"step": 3140
},
{
"epoch": 2.91,
"learning_rate": 5.448243992606285e-05,
"loss": 0.2888,
"step": 3150
},
{
"epoch": 2.92,
"learning_rate": 5.402033271719039e-05,
"loss": 0.2182,
"step": 3160
},
{
"epoch": 2.93,
"learning_rate": 5.355822550831793e-05,
"loss": 0.2181,
"step": 3170
},
{
"epoch": 2.94,
"learning_rate": 5.309611829944548e-05,
"loss": 0.1726,
"step": 3180
},
{
"epoch": 2.95,
"learning_rate": 5.263401109057301e-05,
"loss": 0.2143,
"step": 3190
},
{
"epoch": 2.96,
"learning_rate": 5.217190388170056e-05,
"loss": 0.1913,
"step": 3200
},
{
"epoch": 2.96,
"eval_accuracy": 0.8559712967708867,
"eval_f1": 0.8559712967708867,
"eval_loss": 0.3304664194583893,
"eval_precision": 0.8559712967708867,
"eval_recall": 0.8559712967708867,
"eval_runtime": 83.4271,
"eval_samples_per_second": 93.543,
"eval_steps_per_second": 11.699,
"step": 3200
},
{
"epoch": 2.97,
"learning_rate": 5.1709796672828106e-05,
"loss": 0.2562,
"step": 3210
},
{
"epoch": 2.98,
"learning_rate": 5.124768946395564e-05,
"loss": 0.2153,
"step": 3220
},
{
"epoch": 2.99,
"learning_rate": 5.078558225508319e-05,
"loss": 0.233,
"step": 3230
},
{
"epoch": 2.99,
"learning_rate": 5.032347504621072e-05,
"loss": 0.2605,
"step": 3240
},
{
"epoch": 3.0,
"learning_rate": 4.986136783733826e-05,
"loss": 0.2078,
"step": 3250
},
{
"epoch": 3.01,
"learning_rate": 4.93992606284658e-05,
"loss": 0.1473,
"step": 3260
},
{
"epoch": 3.02,
"learning_rate": 4.893715341959334e-05,
"loss": 0.0867,
"step": 3270
},
{
"epoch": 3.03,
"learning_rate": 4.8475046210720884e-05,
"loss": 0.189,
"step": 3280
},
{
"epoch": 3.04,
"learning_rate": 4.801293900184843e-05,
"loss": 0.1112,
"step": 3290
},
{
"epoch": 3.05,
"learning_rate": 4.755083179297597e-05,
"loss": 0.3307,
"step": 3300
},
{
"epoch": 3.05,
"eval_accuracy": 0.8675038441824705,
"eval_f1": 0.8675038441824704,
"eval_loss": 0.3613434433937073,
"eval_precision": 0.8675038441824705,
"eval_recall": 0.8675038441824705,
"eval_runtime": 84.0129,
"eval_samples_per_second": 92.891,
"eval_steps_per_second": 11.617,
"step": 3300
},
{
"epoch": 3.06,
"learning_rate": 4.708872458410351e-05,
"loss": 0.2285,
"step": 3310
},
{
"epoch": 3.07,
"learning_rate": 4.662661737523106e-05,
"loss": 0.1865,
"step": 3320
},
{
"epoch": 3.08,
"learning_rate": 4.61645101663586e-05,
"loss": 0.2364,
"step": 3330
},
{
"epoch": 3.09,
"learning_rate": 4.570240295748614e-05,
"loss": 0.2601,
"step": 3340
},
{
"epoch": 3.1,
"learning_rate": 4.524029574861368e-05,
"loss": 0.2584,
"step": 3350
},
{
"epoch": 3.11,
"learning_rate": 4.4778188539741223e-05,
"loss": 0.1929,
"step": 3360
},
{
"epoch": 3.11,
"learning_rate": 4.4316081330868764e-05,
"loss": 0.1556,
"step": 3370
},
{
"epoch": 3.12,
"learning_rate": 4.3853974121996305e-05,
"loss": 0.1246,
"step": 3380
},
{
"epoch": 3.13,
"learning_rate": 4.3391866913123846e-05,
"loss": 0.172,
"step": 3390
},
{
"epoch": 3.14,
"learning_rate": 4.2929759704251386e-05,
"loss": 0.2204,
"step": 3400
},
{
"epoch": 3.14,
"eval_accuracy": 0.8651973347001538,
"eval_f1": 0.8651973347001538,
"eval_loss": 0.3567483425140381,
"eval_precision": 0.8651973347001538,
"eval_recall": 0.8651973347001538,
"eval_runtime": 83.4884,
"eval_samples_per_second": 93.474,
"eval_steps_per_second": 11.69,
"step": 3400
},
{
"epoch": 3.15,
"learning_rate": 4.246765249537893e-05,
"loss": 0.1677,
"step": 3410
},
{
"epoch": 3.16,
"learning_rate": 4.200554528650647e-05,
"loss": 0.1818,
"step": 3420
},
{
"epoch": 3.17,
"learning_rate": 4.154343807763401e-05,
"loss": 0.2236,
"step": 3430
},
{
"epoch": 3.18,
"learning_rate": 4.1081330868761556e-05,
"loss": 0.1512,
"step": 3440
},
{
"epoch": 3.19,
"learning_rate": 4.06192236598891e-05,
"loss": 0.164,
"step": 3450
},
{
"epoch": 3.2,
"learning_rate": 4.015711645101664e-05,
"loss": 0.1624,
"step": 3460
},
{
"epoch": 3.21,
"learning_rate": 3.969500924214418e-05,
"loss": 0.2389,
"step": 3470
},
{
"epoch": 3.22,
"learning_rate": 3.9232902033271726e-05,
"loss": 0.1191,
"step": 3480
},
{
"epoch": 3.23,
"learning_rate": 3.8770794824399266e-05,
"loss": 0.2061,
"step": 3490
},
{
"epoch": 3.23,
"learning_rate": 3.830868761552681e-05,
"loss": 0.2149,
"step": 3500
},
{
"epoch": 3.23,
"eval_accuracy": 0.8705791901588928,
"eval_f1": 0.870579190158893,
"eval_loss": 0.31783682107925415,
"eval_precision": 0.8705791901588928,
"eval_recall": 0.8705791901588928,
"eval_runtime": 83.1514,
"eval_samples_per_second": 93.853,
"eval_steps_per_second": 11.738,
"step": 3500
},
{
"epoch": 3.24,
"learning_rate": 3.784658040665435e-05,
"loss": 0.2526,
"step": 3510
},
{
"epoch": 3.25,
"learning_rate": 3.738447319778189e-05,
"loss": 0.2039,
"step": 3520
},
{
"epoch": 3.26,
"learning_rate": 3.692236598890943e-05,
"loss": 0.2152,
"step": 3530
},
{
"epoch": 3.27,
"learning_rate": 3.646025878003697e-05,
"loss": 0.1966,
"step": 3540
},
{
"epoch": 3.28,
"learning_rate": 3.599815157116451e-05,
"loss": 0.2337,
"step": 3550
},
{
"epoch": 3.29,
"learning_rate": 3.553604436229205e-05,
"loss": 0.1461,
"step": 3560
},
{
"epoch": 3.3,
"learning_rate": 3.507393715341959e-05,
"loss": 0.1895,
"step": 3570
},
{
"epoch": 3.31,
"learning_rate": 3.461182994454713e-05,
"loss": 0.2539,
"step": 3580
},
{
"epoch": 3.32,
"learning_rate": 3.414972273567468e-05,
"loss": 0.1795,
"step": 3590
},
{
"epoch": 3.33,
"learning_rate": 3.368761552680222e-05,
"loss": 0.1389,
"step": 3600
},
{
"epoch": 3.33,
"eval_accuracy": 0.8705791901588928,
"eval_f1": 0.870579190158893,
"eval_loss": 0.31231769919395447,
"eval_precision": 0.8705791901588928,
"eval_recall": 0.8705791901588928,
"eval_runtime": 82.8775,
"eval_samples_per_second": 94.163,
"eval_steps_per_second": 11.776,
"step": 3600
},
{
"epoch": 3.34,
"learning_rate": 3.322550831792976e-05,
"loss": 0.1735,
"step": 3610
},
{
"epoch": 3.35,
"learning_rate": 3.27634011090573e-05,
"loss": 0.2483,
"step": 3620
},
{
"epoch": 3.35,
"learning_rate": 3.2301293900184843e-05,
"loss": 0.1655,
"step": 3630
},
{
"epoch": 3.36,
"learning_rate": 3.1839186691312384e-05,
"loss": 0.1921,
"step": 3640
},
{
"epoch": 3.37,
"learning_rate": 3.1377079482439925e-05,
"loss": 0.213,
"step": 3650
},
{
"epoch": 3.38,
"learning_rate": 3.091497227356747e-05,
"loss": 0.1803,
"step": 3660
},
{
"epoch": 3.39,
"learning_rate": 3.0452865064695013e-05,
"loss": 0.2075,
"step": 3670
},
{
"epoch": 3.4,
"learning_rate": 2.9990757855822554e-05,
"loss": 0.1324,
"step": 3680
},
{
"epoch": 3.41,
"learning_rate": 2.9528650646950095e-05,
"loss": 0.1569,
"step": 3690
},
{
"epoch": 3.42,
"learning_rate": 2.9066543438077635e-05,
"loss": 0.1567,
"step": 3700
},
{
"epoch": 3.42,
"eval_accuracy": 0.8668631471040492,
"eval_f1": 0.8668631471040492,
"eval_loss": 0.3373697102069855,
"eval_precision": 0.8668631471040492,
"eval_recall": 0.8668631471040492,
"eval_runtime": 82.8609,
"eval_samples_per_second": 94.182,
"eval_steps_per_second": 11.779,
"step": 3700
},
{
"epoch": 3.43,
"learning_rate": 2.860443622920518e-05,
"loss": 0.1987,
"step": 3710
},
{
"epoch": 3.44,
"learning_rate": 2.814232902033272e-05,
"loss": 0.2211,
"step": 3720
},
{
"epoch": 3.45,
"learning_rate": 2.768022181146026e-05,
"loss": 0.16,
"step": 3730
},
{
"epoch": 3.46,
"learning_rate": 2.72181146025878e-05,
"loss": 0.1842,
"step": 3740
},
{
"epoch": 3.47,
"learning_rate": 2.6756007393715342e-05,
"loss": 0.123,
"step": 3750
},
{
"epoch": 3.48,
"learning_rate": 2.6293900184842883e-05,
"loss": 0.1428,
"step": 3760
},
{
"epoch": 3.48,
"learning_rate": 2.5831792975970427e-05,
"loss": 0.2821,
"step": 3770
},
{
"epoch": 3.49,
"learning_rate": 2.5369685767097968e-05,
"loss": 0.179,
"step": 3780
},
{
"epoch": 3.5,
"learning_rate": 2.490757855822551e-05,
"loss": 0.1674,
"step": 3790
},
{
"epoch": 3.51,
"learning_rate": 2.4445471349353053e-05,
"loss": 0.1871,
"step": 3800
},
{
"epoch": 3.51,
"eval_accuracy": 0.8700666324961558,
"eval_f1": 0.8700666324961558,
"eval_loss": 0.34498330950737,
"eval_precision": 0.8700666324961558,
"eval_recall": 0.8700666324961558,
"eval_runtime": 83.543,
"eval_samples_per_second": 93.413,
"eval_steps_per_second": 11.683,
"step": 3800
},
{
"epoch": 3.52,
"learning_rate": 2.3983364140480594e-05,
"loss": 0.1245,
"step": 3810
},
{
"epoch": 3.53,
"learning_rate": 2.3521256931608134e-05,
"loss": 0.1481,
"step": 3820
},
{
"epoch": 3.54,
"learning_rate": 2.3059149722735675e-05,
"loss": 0.1474,
"step": 3830
},
{
"epoch": 3.55,
"learning_rate": 2.259704251386322e-05,
"loss": 0.1258,
"step": 3840
},
{
"epoch": 3.56,
"learning_rate": 2.213493530499076e-05,
"loss": 0.2297,
"step": 3850
},
{
"epoch": 3.57,
"learning_rate": 2.16728280961183e-05,
"loss": 0.153,
"step": 3860
},
{
"epoch": 3.58,
"learning_rate": 2.121072088724584e-05,
"loss": 0.1238,
"step": 3870
},
{
"epoch": 3.59,
"learning_rate": 2.0748613678373382e-05,
"loss": 0.1478,
"step": 3880
},
{
"epoch": 3.6,
"learning_rate": 2.0286506469500923e-05,
"loss": 0.0582,
"step": 3890
},
{
"epoch": 3.6,
"learning_rate": 1.9824399260628467e-05,
"loss": 0.1616,
"step": 3900
},
{
"epoch": 3.6,
"eval_accuracy": 0.8608405945668888,
"eval_f1": 0.8608405945668888,
"eval_loss": 0.3869592547416687,
"eval_precision": 0.8608405945668888,
"eval_recall": 0.8608405945668888,
"eval_runtime": 83.1131,
"eval_samples_per_second": 93.896,
"eval_steps_per_second": 11.743,
"step": 3900
},
{
"epoch": 3.61,
"learning_rate": 1.9362292051756008e-05,
"loss": 0.2838,
"step": 3910
},
{
"epoch": 3.62,
"learning_rate": 1.890018484288355e-05,
"loss": 0.1526,
"step": 3920
},
{
"epoch": 3.63,
"learning_rate": 1.8438077634011092e-05,
"loss": 0.2089,
"step": 3930
},
{
"epoch": 3.64,
"learning_rate": 1.7975970425138633e-05,
"loss": 0.1879,
"step": 3940
},
{
"epoch": 3.65,
"learning_rate": 1.7513863216266174e-05,
"loss": 0.0983,
"step": 3950
},
{
"epoch": 3.66,
"learning_rate": 1.7051756007393715e-05,
"loss": 0.1382,
"step": 3960
},
{
"epoch": 3.67,
"learning_rate": 1.6589648798521255e-05,
"loss": 0.1314,
"step": 3970
},
{
"epoch": 3.68,
"learning_rate": 1.61275415896488e-05,
"loss": 0.1829,
"step": 3980
},
{
"epoch": 3.69,
"learning_rate": 1.5665434380776344e-05,
"loss": 0.219,
"step": 3990
},
{
"epoch": 3.7,
"learning_rate": 1.5203327171903883e-05,
"loss": 0.1582,
"step": 4000
},
{
"epoch": 3.7,
"eval_accuracy": 0.8655817529472065,
"eval_f1": 0.8655817529472065,
"eval_loss": 0.3489628732204437,
"eval_precision": 0.8655817529472065,
"eval_recall": 0.8655817529472065,
"eval_runtime": 83.2496,
"eval_samples_per_second": 93.742,
"eval_steps_per_second": 11.724,
"step": 4000
},
{
"epoch": 3.71,
"learning_rate": 1.4741219963031425e-05,
"loss": 0.1748,
"step": 4010
},
{
"epoch": 3.72,
"learning_rate": 1.4279112754158966e-05,
"loss": 0.1501,
"step": 4020
},
{
"epoch": 3.72,
"learning_rate": 1.3817005545286506e-05,
"loss": 0.1524,
"step": 4030
},
{
"epoch": 3.73,
"learning_rate": 1.3354898336414049e-05,
"loss": 0.1592,
"step": 4040
},
{
"epoch": 3.74,
"learning_rate": 1.289279112754159e-05,
"loss": 0.1496,
"step": 4050
},
{
"epoch": 3.75,
"learning_rate": 1.2430683918669132e-05,
"loss": 0.1155,
"step": 4060
},
{
"epoch": 3.76,
"learning_rate": 1.1968576709796673e-05,
"loss": 0.202,
"step": 4070
},
{
"epoch": 3.77,
"learning_rate": 1.1506469500924215e-05,
"loss": 0.242,
"step": 4080
},
{
"epoch": 3.78,
"learning_rate": 1.1044362292051756e-05,
"loss": 0.1616,
"step": 4090
},
{
"epoch": 3.79,
"learning_rate": 1.0582255083179297e-05,
"loss": 0.1199,
"step": 4100
},
{
"epoch": 3.79,
"eval_accuracy": 0.8684008200922604,
"eval_f1": 0.8684008200922604,
"eval_loss": 0.34080585837364197,
"eval_precision": 0.8684008200922604,
"eval_recall": 0.8684008200922604,
"eval_runtime": 82.9018,
"eval_samples_per_second": 94.135,
"eval_steps_per_second": 11.773,
"step": 4100
},
{
"epoch": 3.8,
"learning_rate": 1.012014787430684e-05,
"loss": 0.1014,
"step": 4110
},
{
"epoch": 3.81,
"learning_rate": 9.658040665434381e-06,
"loss": 0.1887,
"step": 4120
},
{
"epoch": 3.82,
"learning_rate": 9.195933456561922e-06,
"loss": 0.1606,
"step": 4130
},
{
"epoch": 3.83,
"learning_rate": 8.733826247689465e-06,
"loss": 0.1815,
"step": 4140
},
{
"epoch": 3.84,
"learning_rate": 8.271719038817007e-06,
"loss": 0.0654,
"step": 4150
},
{
"epoch": 3.84,
"learning_rate": 7.809611829944548e-06,
"loss": 0.0818,
"step": 4160
},
{
"epoch": 3.85,
"learning_rate": 7.393715341959336e-06,
"loss": 0.2116,
"step": 4170
},
{
"epoch": 3.86,
"learning_rate": 6.931608133086876e-06,
"loss": 0.1685,
"step": 4180
},
{
"epoch": 3.87,
"learning_rate": 6.469500924214418e-06,
"loss": 0.2356,
"step": 4190
},
{
"epoch": 3.88,
"learning_rate": 6.0073937153419595e-06,
"loss": 0.1563,
"step": 4200
},
{
"epoch": 3.88,
"eval_accuracy": 0.8668631471040492,
"eval_f1": 0.8668631471040492,
"eval_loss": 0.34982988238334656,
"eval_precision": 0.8668631471040492,
"eval_recall": 0.8668631471040492,
"eval_runtime": 82.8915,
"eval_samples_per_second": 94.147,
"eval_steps_per_second": 11.774,
"step": 4200
},
{
"epoch": 3.89,
"learning_rate": 5.545286506469501e-06,
"loss": 0.1676,
"step": 4210
},
{
"epoch": 3.9,
"learning_rate": 5.083179297597043e-06,
"loss": 0.2368,
"step": 4220
},
{
"epoch": 3.91,
"learning_rate": 4.621072088724584e-06,
"loss": 0.1144,
"step": 4230
},
{
"epoch": 3.92,
"learning_rate": 4.158964879852126e-06,
"loss": 0.1205,
"step": 4240
},
{
"epoch": 3.93,
"learning_rate": 3.696857670979668e-06,
"loss": 0.1361,
"step": 4250
},
{
"epoch": 3.94,
"learning_rate": 3.234750462107209e-06,
"loss": 0.1127,
"step": 4260
},
{
"epoch": 3.95,
"learning_rate": 2.7726432532347505e-06,
"loss": 0.1775,
"step": 4270
},
{
"epoch": 3.96,
"learning_rate": 2.310536044362292e-06,
"loss": 0.1007,
"step": 4280
},
{
"epoch": 3.96,
"learning_rate": 1.848428835489834e-06,
"loss": 0.1032,
"step": 4290
},
{
"epoch": 3.97,
"learning_rate": 1.3863216266173753e-06,
"loss": 0.1544,
"step": 4300
},
{
"epoch": 3.97,
"eval_accuracy": 0.8708354689902614,
"eval_f1": 0.8708354689902614,
"eval_loss": 0.3397839665412903,
"eval_precision": 0.8708354689902614,
"eval_recall": 0.8708354689902614,
"eval_runtime": 82.9372,
"eval_samples_per_second": 94.095,
"eval_steps_per_second": 11.768,
"step": 4300
},
{
"epoch": 3.98,
"learning_rate": 9.24214417744917e-07,
"loss": 0.1174,
"step": 4310
},
{
"epoch": 3.99,
"learning_rate": 4.621072088724585e-07,
"loss": 0.1329,
"step": 4320
},
{
"epoch": 4.0,
"step": 4328,
"total_flos": 1.8960628193506492e+19,
"train_loss": 0.2956196453952525,
"train_runtime": 6421.7635,
"train_samples_per_second": 10.778,
"train_steps_per_second": 0.674
}
],
"max_steps": 4328,
"num_train_epochs": 4,
"total_flos": 1.8960628193506492e+19,
"trial_name": null,
"trial_params": null
}