teacher-status-van-tiny-256-0 / trainer_state.json
Nguyen Tien
vuihocrnd/teacher-status-van-tiny-256-0
402f486
raw
history blame
29 kB
{
"best_metric": 0.9872068230277186,
"best_model_checkpoint": "teacher-status-van-tiny-256-0/checkpoint-1140",
"epoch": 29.68421052631579,
"eval_steps": 500,
"global_step": 1410,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.21,
"learning_rate": 3.5460992907801423e-06,
"loss": 0.693,
"step": 10
},
{
"epoch": 0.42,
"learning_rate": 7.092198581560285e-06,
"loss": 0.692,
"step": 20
},
{
"epoch": 0.63,
"learning_rate": 1.0638297872340426e-05,
"loss": 0.6887,
"step": 30
},
{
"epoch": 0.84,
"learning_rate": 1.418439716312057e-05,
"loss": 0.6788,
"step": 40
},
{
"epoch": 0.99,
"eval_accuracy": 0.6933333333333334,
"eval_f1_score": 0.8188976377952756,
"eval_loss": 0.6436793804168701,
"eval_precision": 0.6933333333333334,
"eval_recall": 1.0,
"eval_runtime": 3.9449,
"eval_samples_per_second": 171.109,
"eval_steps_per_second": 5.577,
"step": 47
},
{
"epoch": 1.05,
"learning_rate": 1.773049645390071e-05,
"loss": 0.6568,
"step": 50
},
{
"epoch": 1.26,
"learning_rate": 2.1276595744680852e-05,
"loss": 0.6118,
"step": 60
},
{
"epoch": 1.47,
"learning_rate": 2.4822695035460995e-05,
"loss": 0.5534,
"step": 70
},
{
"epoch": 1.68,
"learning_rate": 2.836879432624114e-05,
"loss": 0.4849,
"step": 80
},
{
"epoch": 1.89,
"learning_rate": 3.191489361702128e-05,
"loss": 0.463,
"step": 90
},
{
"epoch": 2.0,
"eval_accuracy": 0.8755555555555555,
"eval_f1_score": 0.9161676646706586,
"eval_loss": 0.3405998945236206,
"eval_precision": 0.8595505617977528,
"eval_recall": 0.9807692307692307,
"eval_runtime": 4.4067,
"eval_samples_per_second": 153.174,
"eval_steps_per_second": 4.992,
"step": 95
},
{
"epoch": 2.11,
"learning_rate": 3.546099290780142e-05,
"loss": 0.4401,
"step": 100
},
{
"epoch": 2.32,
"learning_rate": 3.900709219858156e-05,
"loss": 0.4196,
"step": 110
},
{
"epoch": 2.53,
"learning_rate": 4.2553191489361704e-05,
"loss": 0.3933,
"step": 120
},
{
"epoch": 2.74,
"learning_rate": 4.609929078014185e-05,
"loss": 0.3977,
"step": 130
},
{
"epoch": 2.95,
"learning_rate": 4.964539007092199e-05,
"loss": 0.3596,
"step": 140
},
{
"epoch": 2.99,
"eval_accuracy": 0.9303703703703704,
"eval_f1_score": 0.9503695881731784,
"eval_loss": 0.2071676254272461,
"eval_precision": 0.9394572025052192,
"eval_recall": 0.9615384615384616,
"eval_runtime": 3.9276,
"eval_samples_per_second": 171.861,
"eval_steps_per_second": 5.601,
"step": 142
},
{
"epoch": 3.16,
"learning_rate": 4.964539007092199e-05,
"loss": 0.3506,
"step": 150
},
{
"epoch": 3.37,
"learning_rate": 4.9251379038613084e-05,
"loss": 0.354,
"step": 160
},
{
"epoch": 3.58,
"learning_rate": 4.885736800630418e-05,
"loss": 0.3132,
"step": 170
},
{
"epoch": 3.79,
"learning_rate": 4.846335697399527e-05,
"loss": 0.3324,
"step": 180
},
{
"epoch": 4.0,
"learning_rate": 4.806934594168637e-05,
"loss": 0.3505,
"step": 190
},
{
"epoch": 4.0,
"eval_accuracy": 0.9525925925925925,
"eval_f1_score": 0.9661016949152542,
"eval_loss": 0.15637531876564026,
"eval_precision": 0.957983193277311,
"eval_recall": 0.9743589743589743,
"eval_runtime": 4.0891,
"eval_samples_per_second": 165.073,
"eval_steps_per_second": 5.38,
"step": 190
},
{
"epoch": 4.21,
"learning_rate": 4.7675334909377466e-05,
"loss": 0.3181,
"step": 200
},
{
"epoch": 4.42,
"learning_rate": 4.728132387706856e-05,
"loss": 0.3174,
"step": 210
},
{
"epoch": 4.63,
"learning_rate": 4.6887312844759653e-05,
"loss": 0.3161,
"step": 220
},
{
"epoch": 4.84,
"learning_rate": 4.6493301812450754e-05,
"loss": 0.2962,
"step": 230
},
{
"epoch": 4.99,
"eval_accuracy": 0.9555555555555556,
"eval_f1_score": 0.9680851063829786,
"eval_loss": 0.12618891894817352,
"eval_precision": 0.9639830508474576,
"eval_recall": 0.9722222222222222,
"eval_runtime": 4.4801,
"eval_samples_per_second": 150.665,
"eval_steps_per_second": 4.911,
"step": 237
},
{
"epoch": 5.05,
"learning_rate": 4.609929078014185e-05,
"loss": 0.3017,
"step": 240
},
{
"epoch": 5.26,
"learning_rate": 4.570527974783294e-05,
"loss": 0.2852,
"step": 250
},
{
"epoch": 5.47,
"learning_rate": 4.5311268715524035e-05,
"loss": 0.3222,
"step": 260
},
{
"epoch": 5.68,
"learning_rate": 4.491725768321513e-05,
"loss": 0.2662,
"step": 270
},
{
"epoch": 5.89,
"learning_rate": 4.452324665090622e-05,
"loss": 0.2762,
"step": 280
},
{
"epoch": 6.0,
"eval_accuracy": 0.9644444444444444,
"eval_f1_score": 0.9745222929936307,
"eval_loss": 0.10375303775072098,
"eval_precision": 0.9683544303797469,
"eval_recall": 0.9807692307692307,
"eval_runtime": 3.8894,
"eval_samples_per_second": 173.548,
"eval_steps_per_second": 5.656,
"step": 285
},
{
"epoch": 6.11,
"learning_rate": 4.412923561859732e-05,
"loss": 0.2803,
"step": 290
},
{
"epoch": 6.32,
"learning_rate": 4.373522458628842e-05,
"loss": 0.2672,
"step": 300
},
{
"epoch": 6.53,
"learning_rate": 4.334121355397952e-05,
"loss": 0.2768,
"step": 310
},
{
"epoch": 6.74,
"learning_rate": 4.294720252167061e-05,
"loss": 0.2709,
"step": 320
},
{
"epoch": 6.95,
"learning_rate": 4.2553191489361704e-05,
"loss": 0.2604,
"step": 330
},
{
"epoch": 6.99,
"eval_accuracy": 0.9718518518518519,
"eval_f1_score": 0.979765708200213,
"eval_loss": 0.09324438869953156,
"eval_precision": 0.9766454352441614,
"eval_recall": 0.9829059829059829,
"eval_runtime": 3.9359,
"eval_samples_per_second": 171.498,
"eval_steps_per_second": 5.59,
"step": 332
},
{
"epoch": 7.16,
"learning_rate": 4.21591804570528e-05,
"loss": 0.2647,
"step": 340
},
{
"epoch": 7.37,
"learning_rate": 4.176516942474389e-05,
"loss": 0.2632,
"step": 350
},
{
"epoch": 7.58,
"learning_rate": 4.1371158392434986e-05,
"loss": 0.2688,
"step": 360
},
{
"epoch": 7.79,
"learning_rate": 4.0977147360126086e-05,
"loss": 0.2699,
"step": 370
},
{
"epoch": 8.0,
"learning_rate": 4.058313632781718e-05,
"loss": 0.2427,
"step": 380
},
{
"epoch": 8.0,
"eval_accuracy": 0.9718518518518519,
"eval_f1_score": 0.9796791443850267,
"eval_loss": 0.09280087053775787,
"eval_precision": 0.9807280513918629,
"eval_recall": 0.9786324786324786,
"eval_runtime": 4.2848,
"eval_samples_per_second": 157.534,
"eval_steps_per_second": 5.134,
"step": 380
},
{
"epoch": 8.21,
"learning_rate": 4.018912529550828e-05,
"loss": 0.241,
"step": 390
},
{
"epoch": 8.42,
"learning_rate": 3.9795114263199374e-05,
"loss": 0.2311,
"step": 400
},
{
"epoch": 8.63,
"learning_rate": 3.940110323089047e-05,
"loss": 0.2447,
"step": 410
},
{
"epoch": 8.84,
"learning_rate": 3.900709219858156e-05,
"loss": 0.2465,
"step": 420
},
{
"epoch": 8.99,
"eval_accuracy": 0.9718518518518519,
"eval_f1_score": 0.9796791443850267,
"eval_loss": 0.08982550352811813,
"eval_precision": 0.9807280513918629,
"eval_recall": 0.9786324786324786,
"eval_runtime": 3.8511,
"eval_samples_per_second": 175.276,
"eval_steps_per_second": 5.713,
"step": 427
},
{
"epoch": 9.05,
"learning_rate": 3.8613081166272655e-05,
"loss": 0.2579,
"step": 430
},
{
"epoch": 9.26,
"learning_rate": 3.8219070133963755e-05,
"loss": 0.2393,
"step": 440
},
{
"epoch": 9.47,
"learning_rate": 3.782505910165485e-05,
"loss": 0.2532,
"step": 450
},
{
"epoch": 9.68,
"learning_rate": 3.743104806934594e-05,
"loss": 0.2501,
"step": 460
},
{
"epoch": 9.89,
"learning_rate": 3.7037037037037037e-05,
"loss": 0.2519,
"step": 470
},
{
"epoch": 10.0,
"eval_accuracy": 0.9688888888888889,
"eval_f1_score": 0.9775401069518715,
"eval_loss": 0.09134020656347275,
"eval_precision": 0.9785867237687366,
"eval_recall": 0.9764957264957265,
"eval_runtime": 4.1234,
"eval_samples_per_second": 163.699,
"eval_steps_per_second": 5.335,
"step": 475
},
{
"epoch": 10.11,
"learning_rate": 3.664302600472813e-05,
"loss": 0.2177,
"step": 480
},
{
"epoch": 10.32,
"learning_rate": 3.624901497241923e-05,
"loss": 0.2248,
"step": 490
},
{
"epoch": 10.53,
"learning_rate": 3.5855003940110324e-05,
"loss": 0.2583,
"step": 500
},
{
"epoch": 10.74,
"learning_rate": 3.546099290780142e-05,
"loss": 0.2344,
"step": 510
},
{
"epoch": 10.95,
"learning_rate": 3.506698187549252e-05,
"loss": 0.2258,
"step": 520
},
{
"epoch": 10.99,
"eval_accuracy": 0.9733333333333334,
"eval_f1_score": 0.980891719745223,
"eval_loss": 0.08469923585653305,
"eval_precision": 0.9746835443037974,
"eval_recall": 0.9871794871794872,
"eval_runtime": 4.0414,
"eval_samples_per_second": 167.022,
"eval_steps_per_second": 5.444,
"step": 522
},
{
"epoch": 11.16,
"learning_rate": 3.467297084318361e-05,
"loss": 0.2357,
"step": 530
},
{
"epoch": 11.37,
"learning_rate": 3.4278959810874706e-05,
"loss": 0.2057,
"step": 540
},
{
"epoch": 11.58,
"learning_rate": 3.38849487785658e-05,
"loss": 0.2107,
"step": 550
},
{
"epoch": 11.79,
"learning_rate": 3.349093774625689e-05,
"loss": 0.228,
"step": 560
},
{
"epoch": 12.0,
"learning_rate": 3.309692671394799e-05,
"loss": 0.2184,
"step": 570
},
{
"epoch": 12.0,
"eval_accuracy": 0.9792592592592593,
"eval_f1_score": 0.9851063829787234,
"eval_loss": 0.08121450245380402,
"eval_precision": 0.9809322033898306,
"eval_recall": 0.9893162393162394,
"eval_runtime": 3.8823,
"eval_samples_per_second": 173.868,
"eval_steps_per_second": 5.667,
"step": 570
},
{
"epoch": 12.21,
"learning_rate": 3.270291568163909e-05,
"loss": 0.1992,
"step": 580
},
{
"epoch": 12.42,
"learning_rate": 3.230890464933019e-05,
"loss": 0.2289,
"step": 590
},
{
"epoch": 12.63,
"learning_rate": 3.191489361702128e-05,
"loss": 0.2029,
"step": 600
},
{
"epoch": 12.84,
"learning_rate": 3.1520882584712375e-05,
"loss": 0.2208,
"step": 610
},
{
"epoch": 12.99,
"eval_accuracy": 0.9807407407407407,
"eval_f1_score": 0.9861259338313767,
"eval_loss": 0.06925630569458008,
"eval_precision": 0.9850746268656716,
"eval_recall": 0.9871794871794872,
"eval_runtime": 4.4316,
"eval_samples_per_second": 152.316,
"eval_steps_per_second": 4.964,
"step": 617
},
{
"epoch": 13.05,
"learning_rate": 3.112687155240347e-05,
"loss": 0.2284,
"step": 620
},
{
"epoch": 13.26,
"learning_rate": 3.073286052009456e-05,
"loss": 0.2129,
"step": 630
},
{
"epoch": 13.47,
"learning_rate": 3.033884948778566e-05,
"loss": 0.2219,
"step": 640
},
{
"epoch": 13.68,
"learning_rate": 2.9944838455476754e-05,
"loss": 0.219,
"step": 650
},
{
"epoch": 13.89,
"learning_rate": 2.9550827423167847e-05,
"loss": 0.2201,
"step": 660
},
{
"epoch": 14.0,
"eval_accuracy": 0.9762962962962963,
"eval_f1_score": 0.9829424307036249,
"eval_loss": 0.06279809772968292,
"eval_precision": 0.9808510638297873,
"eval_recall": 0.9850427350427351,
"eval_runtime": 3.8891,
"eval_samples_per_second": 173.56,
"eval_steps_per_second": 5.657,
"step": 665
},
{
"epoch": 14.11,
"learning_rate": 2.9156816390858944e-05,
"loss": 0.223,
"step": 670
},
{
"epoch": 14.32,
"learning_rate": 2.8762805358550045e-05,
"loss": 0.2151,
"step": 680
},
{
"epoch": 14.53,
"learning_rate": 2.836879432624114e-05,
"loss": 0.2096,
"step": 690
},
{
"epoch": 14.74,
"learning_rate": 2.7974783293932232e-05,
"loss": 0.2081,
"step": 700
},
{
"epoch": 14.95,
"learning_rate": 2.758077226162333e-05,
"loss": 0.2251,
"step": 710
},
{
"epoch": 14.99,
"eval_accuracy": 0.9733333333333334,
"eval_f1_score": 0.9809725158562368,
"eval_loss": 0.08107414096593857,
"eval_precision": 0.9707112970711297,
"eval_recall": 0.9914529914529915,
"eval_runtime": 3.8972,
"eval_samples_per_second": 173.203,
"eval_steps_per_second": 5.645,
"step": 712
},
{
"epoch": 15.16,
"learning_rate": 2.7186761229314423e-05,
"loss": 0.2067,
"step": 720
},
{
"epoch": 15.37,
"learning_rate": 2.6792750197005517e-05,
"loss": 0.1864,
"step": 730
},
{
"epoch": 15.58,
"learning_rate": 2.639873916469661e-05,
"loss": 0.208,
"step": 740
},
{
"epoch": 15.79,
"learning_rate": 2.6004728132387708e-05,
"loss": 0.1931,
"step": 750
},
{
"epoch": 16.0,
"learning_rate": 2.56107171000788e-05,
"loss": 0.2135,
"step": 760
},
{
"epoch": 16.0,
"eval_accuracy": 0.9762962962962963,
"eval_f1_score": 0.9829424307036249,
"eval_loss": 0.0718333050608635,
"eval_precision": 0.9808510638297873,
"eval_recall": 0.9850427350427351,
"eval_runtime": 4.4867,
"eval_samples_per_second": 150.444,
"eval_steps_per_second": 4.903,
"step": 760
},
{
"epoch": 16.21,
"learning_rate": 2.5216706067769895e-05,
"loss": 0.2,
"step": 770
},
{
"epoch": 16.42,
"learning_rate": 2.4822695035460995e-05,
"loss": 0.2025,
"step": 780
},
{
"epoch": 16.63,
"learning_rate": 2.442868400315209e-05,
"loss": 0.2017,
"step": 790
},
{
"epoch": 16.84,
"learning_rate": 2.4034672970843186e-05,
"loss": 0.1851,
"step": 800
},
{
"epoch": 16.99,
"eval_accuracy": 0.9762962962962963,
"eval_f1_score": 0.9829787234042553,
"eval_loss": 0.07912527769804001,
"eval_precision": 0.9788135593220338,
"eval_recall": 0.9871794871794872,
"eval_runtime": 3.9283,
"eval_samples_per_second": 171.83,
"eval_steps_per_second": 5.6,
"step": 807
},
{
"epoch": 17.05,
"learning_rate": 2.364066193853428e-05,
"loss": 0.1901,
"step": 810
},
{
"epoch": 17.26,
"learning_rate": 2.3246650906225377e-05,
"loss": 0.2272,
"step": 820
},
{
"epoch": 17.47,
"learning_rate": 2.285263987391647e-05,
"loss": 0.1965,
"step": 830
},
{
"epoch": 17.68,
"learning_rate": 2.2458628841607564e-05,
"loss": 0.1854,
"step": 840
},
{
"epoch": 17.89,
"learning_rate": 2.206461780929866e-05,
"loss": 0.2152,
"step": 850
},
{
"epoch": 18.0,
"eval_accuracy": 0.9748148148148148,
"eval_f1_score": 0.9818181818181818,
"eval_loss": 0.0737040787935257,
"eval_precision": 0.9828693790149893,
"eval_recall": 0.9807692307692307,
"eval_runtime": 3.9311,
"eval_samples_per_second": 171.706,
"eval_steps_per_second": 5.596,
"step": 855
},
{
"epoch": 18.11,
"learning_rate": 2.167060677698976e-05,
"loss": 0.1991,
"step": 860
},
{
"epoch": 18.32,
"learning_rate": 2.1276595744680852e-05,
"loss": 0.1637,
"step": 870
},
{
"epoch": 18.53,
"learning_rate": 2.0882584712371946e-05,
"loss": 0.1906,
"step": 880
},
{
"epoch": 18.74,
"learning_rate": 2.0488573680063043e-05,
"loss": 0.1899,
"step": 890
},
{
"epoch": 18.95,
"learning_rate": 2.009456264775414e-05,
"loss": 0.1871,
"step": 900
},
{
"epoch": 18.99,
"eval_accuracy": 0.9762962962962963,
"eval_f1_score": 0.9829787234042553,
"eval_loss": 0.08143588900566101,
"eval_precision": 0.9788135593220338,
"eval_recall": 0.9871794871794872,
"eval_runtime": 4.2729,
"eval_samples_per_second": 157.973,
"eval_steps_per_second": 5.149,
"step": 902
},
{
"epoch": 19.16,
"learning_rate": 1.9700551615445234e-05,
"loss": 0.1708,
"step": 910
},
{
"epoch": 19.37,
"learning_rate": 1.9306540583136327e-05,
"loss": 0.1864,
"step": 920
},
{
"epoch": 19.58,
"learning_rate": 1.8912529550827425e-05,
"loss": 0.1991,
"step": 930
},
{
"epoch": 19.79,
"learning_rate": 1.8518518518518518e-05,
"loss": 0.2152,
"step": 940
},
{
"epoch": 20.0,
"learning_rate": 1.8124507486209615e-05,
"loss": 0.1714,
"step": 950
},
{
"epoch": 20.0,
"eval_accuracy": 0.9762962962962963,
"eval_f1_score": 0.9830148619957537,
"eval_loss": 0.06924613565206528,
"eval_precision": 0.9767932489451476,
"eval_recall": 0.9893162393162394,
"eval_runtime": 3.9174,
"eval_samples_per_second": 172.306,
"eval_steps_per_second": 5.616,
"step": 950
},
{
"epoch": 20.21,
"learning_rate": 1.773049645390071e-05,
"loss": 0.1878,
"step": 960
},
{
"epoch": 20.42,
"learning_rate": 1.7336485421591806e-05,
"loss": 0.1782,
"step": 970
},
{
"epoch": 20.63,
"learning_rate": 1.69424743892829e-05,
"loss": 0.187,
"step": 980
},
{
"epoch": 20.84,
"learning_rate": 1.6548463356973994e-05,
"loss": 0.188,
"step": 990
},
{
"epoch": 20.99,
"eval_accuracy": 0.9777777777777777,
"eval_f1_score": 0.983991462113127,
"eval_loss": 0.06410012394189835,
"eval_precision": 0.9829424307036247,
"eval_recall": 0.9850427350427351,
"eval_runtime": 4.4961,
"eval_samples_per_second": 150.132,
"eval_steps_per_second": 4.893,
"step": 997
},
{
"epoch": 21.05,
"learning_rate": 1.6154452324665094e-05,
"loss": 0.1543,
"step": 1000
},
{
"epoch": 21.26,
"learning_rate": 1.5760441292356188e-05,
"loss": 0.1752,
"step": 1010
},
{
"epoch": 21.47,
"learning_rate": 1.536643026004728e-05,
"loss": 0.1606,
"step": 1020
},
{
"epoch": 21.68,
"learning_rate": 1.4972419227738377e-05,
"loss": 0.184,
"step": 1030
},
{
"epoch": 21.89,
"learning_rate": 1.4578408195429472e-05,
"loss": 0.191,
"step": 1040
},
{
"epoch": 22.0,
"eval_accuracy": 0.9792592592592593,
"eval_f1_score": 0.9850746268656716,
"eval_loss": 0.06437370181083679,
"eval_precision": 0.9829787234042553,
"eval_recall": 0.9871794871794872,
"eval_runtime": 3.9414,
"eval_samples_per_second": 171.258,
"eval_steps_per_second": 5.582,
"step": 1045
},
{
"epoch": 22.11,
"learning_rate": 1.418439716312057e-05,
"loss": 0.177,
"step": 1050
},
{
"epoch": 22.32,
"learning_rate": 1.3790386130811665e-05,
"loss": 0.1727,
"step": 1060
},
{
"epoch": 22.53,
"learning_rate": 1.3396375098502758e-05,
"loss": 0.1872,
"step": 1070
},
{
"epoch": 22.74,
"learning_rate": 1.3002364066193854e-05,
"loss": 0.1558,
"step": 1080
},
{
"epoch": 22.95,
"learning_rate": 1.2608353033884947e-05,
"loss": 0.2025,
"step": 1090
},
{
"epoch": 22.99,
"eval_accuracy": 0.9792592592592593,
"eval_f1_score": 0.9850107066381155,
"eval_loss": 0.06750550121068954,
"eval_precision": 0.9871244635193133,
"eval_recall": 0.9829059829059829,
"eval_runtime": 3.9141,
"eval_samples_per_second": 172.455,
"eval_steps_per_second": 5.621,
"step": 1092
},
{
"epoch": 23.16,
"learning_rate": 1.2214342001576045e-05,
"loss": 0.1766,
"step": 1100
},
{
"epoch": 23.37,
"learning_rate": 1.182033096926714e-05,
"loss": 0.167,
"step": 1110
},
{
"epoch": 23.58,
"learning_rate": 1.1426319936958235e-05,
"loss": 0.1995,
"step": 1120
},
{
"epoch": 23.79,
"learning_rate": 1.103230890464933e-05,
"loss": 0.1775,
"step": 1130
},
{
"epoch": 24.0,
"learning_rate": 1.0638297872340426e-05,
"loss": 0.1753,
"step": 1140
},
{
"epoch": 24.0,
"eval_accuracy": 0.9822222222222222,
"eval_f1_score": 0.9872068230277186,
"eval_loss": 0.06550905108451843,
"eval_precision": 0.9851063829787234,
"eval_recall": 0.9893162393162394,
"eval_runtime": 4.3235,
"eval_samples_per_second": 156.125,
"eval_steps_per_second": 5.089,
"step": 1140
},
{
"epoch": 24.21,
"learning_rate": 1.0244286840031522e-05,
"loss": 0.1825,
"step": 1150
},
{
"epoch": 24.42,
"learning_rate": 9.850275807722617e-06,
"loss": 0.1587,
"step": 1160
},
{
"epoch": 24.63,
"learning_rate": 9.456264775413712e-06,
"loss": 0.1846,
"step": 1170
},
{
"epoch": 24.84,
"learning_rate": 9.062253743104808e-06,
"loss": 0.1857,
"step": 1180
},
{
"epoch": 24.99,
"eval_accuracy": 0.9792592592592593,
"eval_f1_score": 0.9851380042462845,
"eval_loss": 0.07306463271379471,
"eval_precision": 0.9789029535864979,
"eval_recall": 0.9914529914529915,
"eval_runtime": 3.9407,
"eval_samples_per_second": 171.288,
"eval_steps_per_second": 5.583,
"step": 1187
},
{
"epoch": 25.05,
"learning_rate": 8.668242710795903e-06,
"loss": 0.1747,
"step": 1190
},
{
"epoch": 25.26,
"learning_rate": 8.274231678486997e-06,
"loss": 0.165,
"step": 1200
},
{
"epoch": 25.47,
"learning_rate": 7.880220646178094e-06,
"loss": 0.1774,
"step": 1210
},
{
"epoch": 25.68,
"learning_rate": 7.486209613869188e-06,
"loss": 0.1762,
"step": 1220
},
{
"epoch": 25.89,
"learning_rate": 7.092198581560285e-06,
"loss": 0.2007,
"step": 1230
},
{
"epoch": 26.0,
"eval_accuracy": 0.9792592592592593,
"eval_f1_score": 0.9851380042462845,
"eval_loss": 0.06768698245286942,
"eval_precision": 0.9789029535864979,
"eval_recall": 0.9914529914529915,
"eval_runtime": 4.3978,
"eval_samples_per_second": 153.486,
"eval_steps_per_second": 5.002,
"step": 1235
},
{
"epoch": 26.11,
"learning_rate": 6.698187549251379e-06,
"loss": 0.1588,
"step": 1240
},
{
"epoch": 26.32,
"learning_rate": 6.304176516942474e-06,
"loss": 0.166,
"step": 1250
},
{
"epoch": 26.53,
"learning_rate": 5.91016548463357e-06,
"loss": 0.191,
"step": 1260
},
{
"epoch": 26.74,
"learning_rate": 5.516154452324665e-06,
"loss": 0.1603,
"step": 1270
},
{
"epoch": 26.95,
"learning_rate": 5.122143420015761e-06,
"loss": 0.2086,
"step": 1280
},
{
"epoch": 26.99,
"eval_accuracy": 0.9792592592592593,
"eval_f1_score": 0.9851063829787234,
"eval_loss": 0.0640312060713768,
"eval_precision": 0.9809322033898306,
"eval_recall": 0.9893162393162394,
"eval_runtime": 3.8919,
"eval_samples_per_second": 173.437,
"eval_steps_per_second": 5.653,
"step": 1282
},
{
"epoch": 27.16,
"learning_rate": 4.728132387706856e-06,
"loss": 0.1807,
"step": 1290
},
{
"epoch": 27.37,
"learning_rate": 4.3341213553979515e-06,
"loss": 0.1697,
"step": 1300
},
{
"epoch": 27.58,
"learning_rate": 3.940110323089047e-06,
"loss": 0.1799,
"step": 1310
},
{
"epoch": 27.79,
"learning_rate": 3.5460992907801423e-06,
"loss": 0.1551,
"step": 1320
},
{
"epoch": 28.0,
"learning_rate": 3.152088258471237e-06,
"loss": 0.1666,
"step": 1330
},
{
"epoch": 28.0,
"eval_accuracy": 0.9777777777777777,
"eval_f1_score": 0.9840595111583422,
"eval_loss": 0.07120572775602341,
"eval_precision": 0.9788583509513742,
"eval_recall": 0.9893162393162394,
"eval_runtime": 3.8788,
"eval_samples_per_second": 174.025,
"eval_steps_per_second": 5.672,
"step": 1330
},
{
"epoch": 28.21,
"learning_rate": 2.7580772261623327e-06,
"loss": 0.1736,
"step": 1340
},
{
"epoch": 28.42,
"learning_rate": 2.364066193853428e-06,
"loss": 0.2003,
"step": 1350
},
{
"epoch": 28.63,
"learning_rate": 1.9700551615445235e-06,
"loss": 0.1777,
"step": 1360
},
{
"epoch": 28.84,
"learning_rate": 1.5760441292356184e-06,
"loss": 0.157,
"step": 1370
},
{
"epoch": 28.99,
"eval_accuracy": 0.9807407407407407,
"eval_f1_score": 0.9861554845580405,
"eval_loss": 0.06606751680374146,
"eval_precision": 0.9830148619957537,
"eval_recall": 0.9893162393162394,
"eval_runtime": 4.4114,
"eval_samples_per_second": 153.014,
"eval_steps_per_second": 4.987,
"step": 1377
},
{
"epoch": 29.05,
"learning_rate": 1.182033096926714e-06,
"loss": 0.169,
"step": 1380
},
{
"epoch": 29.26,
"learning_rate": 7.880220646178092e-07,
"loss": 0.1736,
"step": 1390
},
{
"epoch": 29.47,
"learning_rate": 3.940110323089046e-07,
"loss": 0.1748,
"step": 1400
},
{
"epoch": 29.68,
"learning_rate": 0.0,
"loss": 0.1758,
"step": 1410
},
{
"epoch": 29.68,
"eval_accuracy": 0.9777777777777777,
"eval_f1_score": 0.9840595111583422,
"eval_loss": 0.06716117262840271,
"eval_precision": 0.9788583509513742,
"eval_recall": 0.9893162393162394,
"eval_runtime": 4.087,
"eval_samples_per_second": 165.159,
"eval_steps_per_second": 5.383,
"step": 1410
},
{
"epoch": 29.68,
"step": 1410,
"total_flos": 8.181902891907809e+17,
"train_loss": 0.24775470698133428,
"train_runtime": 3242.8553,
"train_samples_per_second": 56.145,
"train_steps_per_second": 0.435
}
],
"logging_steps": 10,
"max_steps": 1410,
"num_input_tokens_seen": 0,
"num_train_epochs": 30,
"save_steps": 500,
"total_flos": 8.181902891907809e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}