hp_ablations_qwen_lr5e-6_dcftv1.2 / trainer_state.json
sedrickkeh's picture
End of training
1a42493 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.9956108266276518,
"eval_steps": 500,
"global_step": 1023,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.029261155815654718,
"grad_norm": 2.817451946105921,
"learning_rate": 5e-06,
"loss": 0.7976,
"step": 10
},
{
"epoch": 0.058522311631309436,
"grad_norm": 1.284434355820121,
"learning_rate": 5e-06,
"loss": 0.7389,
"step": 20
},
{
"epoch": 0.08778346744696415,
"grad_norm": 1.2876126989168348,
"learning_rate": 5e-06,
"loss": 0.7071,
"step": 30
},
{
"epoch": 0.11704462326261887,
"grad_norm": 1.094058121641866,
"learning_rate": 5e-06,
"loss": 0.6965,
"step": 40
},
{
"epoch": 0.14630577907827358,
"grad_norm": 1.148621345747248,
"learning_rate": 5e-06,
"loss": 0.687,
"step": 50
},
{
"epoch": 0.1755669348939283,
"grad_norm": 0.9050464163153896,
"learning_rate": 5e-06,
"loss": 0.6765,
"step": 60
},
{
"epoch": 0.20482809070958302,
"grad_norm": 0.5948745622322165,
"learning_rate": 5e-06,
"loss": 0.6699,
"step": 70
},
{
"epoch": 0.23408924652523774,
"grad_norm": 0.4179284598235861,
"learning_rate": 5e-06,
"loss": 0.6647,
"step": 80
},
{
"epoch": 0.26335040234089246,
"grad_norm": 0.4320197149625007,
"learning_rate": 5e-06,
"loss": 0.6619,
"step": 90
},
{
"epoch": 0.29261155815654716,
"grad_norm": 0.45765152029005024,
"learning_rate": 5e-06,
"loss": 0.6543,
"step": 100
},
{
"epoch": 0.3218727139722019,
"grad_norm": 0.4044893755849006,
"learning_rate": 5e-06,
"loss": 0.6632,
"step": 110
},
{
"epoch": 0.3511338697878566,
"grad_norm": 0.35821605431124326,
"learning_rate": 5e-06,
"loss": 0.668,
"step": 120
},
{
"epoch": 0.38039502560351135,
"grad_norm": 0.3756878575578981,
"learning_rate": 5e-06,
"loss": 0.6518,
"step": 130
},
{
"epoch": 0.40965618141916604,
"grad_norm": 0.3621384928557948,
"learning_rate": 5e-06,
"loss": 0.6525,
"step": 140
},
{
"epoch": 0.4389173372348208,
"grad_norm": 0.3496185059505636,
"learning_rate": 5e-06,
"loss": 0.648,
"step": 150
},
{
"epoch": 0.4681784930504755,
"grad_norm": 0.3872142083182003,
"learning_rate": 5e-06,
"loss": 0.6498,
"step": 160
},
{
"epoch": 0.49743964886613024,
"grad_norm": 0.3658858276235106,
"learning_rate": 5e-06,
"loss": 0.6549,
"step": 170
},
{
"epoch": 0.5267008046817849,
"grad_norm": 0.3357007312829614,
"learning_rate": 5e-06,
"loss": 0.6546,
"step": 180
},
{
"epoch": 0.5559619604974396,
"grad_norm": 0.3562481959188732,
"learning_rate": 5e-06,
"loss": 0.6431,
"step": 190
},
{
"epoch": 0.5852231163130943,
"grad_norm": 0.344934498132061,
"learning_rate": 5e-06,
"loss": 0.6443,
"step": 200
},
{
"epoch": 0.6144842721287491,
"grad_norm": 0.34218669140197133,
"learning_rate": 5e-06,
"loss": 0.6509,
"step": 210
},
{
"epoch": 0.6437454279444038,
"grad_norm": 0.35256592076055937,
"learning_rate": 5e-06,
"loss": 0.6389,
"step": 220
},
{
"epoch": 0.6730065837600585,
"grad_norm": 0.36473082870109524,
"learning_rate": 5e-06,
"loss": 0.6388,
"step": 230
},
{
"epoch": 0.7022677395757132,
"grad_norm": 0.3299100883057849,
"learning_rate": 5e-06,
"loss": 0.6456,
"step": 240
},
{
"epoch": 0.731528895391368,
"grad_norm": 0.3416365052817771,
"learning_rate": 5e-06,
"loss": 0.644,
"step": 250
},
{
"epoch": 0.7607900512070227,
"grad_norm": 0.34197703127811097,
"learning_rate": 5e-06,
"loss": 0.6466,
"step": 260
},
{
"epoch": 0.7900512070226774,
"grad_norm": 0.37223452358809667,
"learning_rate": 5e-06,
"loss": 0.6489,
"step": 270
},
{
"epoch": 0.8193123628383321,
"grad_norm": 0.33976179205185286,
"learning_rate": 5e-06,
"loss": 0.6477,
"step": 280
},
{
"epoch": 0.8485735186539868,
"grad_norm": 0.3398894606792935,
"learning_rate": 5e-06,
"loss": 0.6399,
"step": 290
},
{
"epoch": 0.8778346744696416,
"grad_norm": 0.3510531345907806,
"learning_rate": 5e-06,
"loss": 0.6318,
"step": 300
},
{
"epoch": 0.9070958302852963,
"grad_norm": 0.3558397390544605,
"learning_rate": 5e-06,
"loss": 0.6449,
"step": 310
},
{
"epoch": 0.936356986100951,
"grad_norm": 0.3356596511911474,
"learning_rate": 5e-06,
"loss": 0.6369,
"step": 320
},
{
"epoch": 0.9656181419166057,
"grad_norm": 0.37733017841506045,
"learning_rate": 5e-06,
"loss": 0.6401,
"step": 330
},
{
"epoch": 0.9948792977322605,
"grad_norm": 0.34951561267640846,
"learning_rate": 5e-06,
"loss": 0.6361,
"step": 340
},
{
"epoch": 0.9978054133138259,
"eval_loss": 0.6406562924385071,
"eval_runtime": 346.2688,
"eval_samples_per_second": 26.595,
"eval_steps_per_second": 0.416,
"step": 341
},
{
"epoch": 1.025237746891002,
"grad_norm": 0.3690522380396755,
"learning_rate": 5e-06,
"loss": 0.6513,
"step": 350
},
{
"epoch": 1.054498902706657,
"grad_norm": 0.34935298880477006,
"learning_rate": 5e-06,
"loss": 0.6055,
"step": 360
},
{
"epoch": 1.0837600585223117,
"grad_norm": 0.4071561749341452,
"learning_rate": 5e-06,
"loss": 0.6089,
"step": 370
},
{
"epoch": 1.1130212143379663,
"grad_norm": 0.3423935118081486,
"learning_rate": 5e-06,
"loss": 0.6063,
"step": 380
},
{
"epoch": 1.142282370153621,
"grad_norm": 0.40033069734559046,
"learning_rate": 5e-06,
"loss": 0.6116,
"step": 390
},
{
"epoch": 1.1715435259692757,
"grad_norm": 0.35662843692652024,
"learning_rate": 5e-06,
"loss": 0.613,
"step": 400
},
{
"epoch": 1.2008046817849305,
"grad_norm": 0.3579810712341978,
"learning_rate": 5e-06,
"loss": 0.6127,
"step": 410
},
{
"epoch": 1.2300658376005853,
"grad_norm": 0.4145283245344341,
"learning_rate": 5e-06,
"loss": 0.6009,
"step": 420
},
{
"epoch": 1.2593269934162399,
"grad_norm": 0.3559214339096793,
"learning_rate": 5e-06,
"loss": 0.611,
"step": 430
},
{
"epoch": 1.2885881492318947,
"grad_norm": 0.3413599580993331,
"learning_rate": 5e-06,
"loss": 0.6037,
"step": 440
},
{
"epoch": 1.3178493050475493,
"grad_norm": 0.3622841783657278,
"learning_rate": 5e-06,
"loss": 0.6074,
"step": 450
},
{
"epoch": 1.347110460863204,
"grad_norm": 0.3746581322669035,
"learning_rate": 5e-06,
"loss": 0.6051,
"step": 460
},
{
"epoch": 1.3763716166788589,
"grad_norm": 0.31849740102906093,
"learning_rate": 5e-06,
"loss": 0.6024,
"step": 470
},
{
"epoch": 1.4056327724945135,
"grad_norm": 0.3734761795611288,
"learning_rate": 5e-06,
"loss": 0.6033,
"step": 480
},
{
"epoch": 1.4348939283101683,
"grad_norm": 0.34675275832571,
"learning_rate": 5e-06,
"loss": 0.6097,
"step": 490
},
{
"epoch": 1.464155084125823,
"grad_norm": 0.33843498837923025,
"learning_rate": 5e-06,
"loss": 0.598,
"step": 500
},
{
"epoch": 1.4934162399414777,
"grad_norm": 0.350146725219343,
"learning_rate": 5e-06,
"loss": 0.606,
"step": 510
},
{
"epoch": 1.5226773957571325,
"grad_norm": 0.39166843083583675,
"learning_rate": 5e-06,
"loss": 0.6084,
"step": 520
},
{
"epoch": 1.5519385515727873,
"grad_norm": 0.350003587462171,
"learning_rate": 5e-06,
"loss": 0.607,
"step": 530
},
{
"epoch": 1.5811997073884418,
"grad_norm": 0.3667439111520098,
"learning_rate": 5e-06,
"loss": 0.6135,
"step": 540
},
{
"epoch": 1.6104608632040964,
"grad_norm": 0.3537244934912836,
"learning_rate": 5e-06,
"loss": 0.6046,
"step": 550
},
{
"epoch": 1.6397220190197512,
"grad_norm": 0.3530231160276065,
"learning_rate": 5e-06,
"loss": 0.6063,
"step": 560
},
{
"epoch": 1.668983174835406,
"grad_norm": 0.323025619993113,
"learning_rate": 5e-06,
"loss": 0.5969,
"step": 570
},
{
"epoch": 1.6982443306510606,
"grad_norm": 0.349358548931987,
"learning_rate": 5e-06,
"loss": 0.6062,
"step": 580
},
{
"epoch": 1.7275054864667154,
"grad_norm": 0.39980408460241657,
"learning_rate": 5e-06,
"loss": 0.6065,
"step": 590
},
{
"epoch": 1.7567666422823702,
"grad_norm": 0.34113313353194774,
"learning_rate": 5e-06,
"loss": 0.6033,
"step": 600
},
{
"epoch": 1.7860277980980248,
"grad_norm": 0.34531388262994633,
"learning_rate": 5e-06,
"loss": 0.6058,
"step": 610
},
{
"epoch": 1.8152889539136796,
"grad_norm": 0.32514799592510446,
"learning_rate": 5e-06,
"loss": 0.6062,
"step": 620
},
{
"epoch": 1.8445501097293344,
"grad_norm": 0.35614080019739464,
"learning_rate": 5e-06,
"loss": 0.6053,
"step": 630
},
{
"epoch": 1.873811265544989,
"grad_norm": 0.3300616433320744,
"learning_rate": 5e-06,
"loss": 0.6002,
"step": 640
},
{
"epoch": 1.9030724213606436,
"grad_norm": 0.3622402238263096,
"learning_rate": 5e-06,
"loss": 0.6058,
"step": 650
},
{
"epoch": 1.9323335771762986,
"grad_norm": 0.3444768451054272,
"learning_rate": 5e-06,
"loss": 0.6064,
"step": 660
},
{
"epoch": 1.9615947329919532,
"grad_norm": 0.32853379599999255,
"learning_rate": 5e-06,
"loss": 0.5952,
"step": 670
},
{
"epoch": 1.9908558888076078,
"grad_norm": 0.3587293884689086,
"learning_rate": 5e-06,
"loss": 0.6097,
"step": 680
},
{
"epoch": 1.9967081199707388,
"eval_loss": 0.6332100629806519,
"eval_runtime": 347.8152,
"eval_samples_per_second": 26.477,
"eval_steps_per_second": 0.414,
"step": 682
},
{
"epoch": 2.0212143379663496,
"grad_norm": 0.3914747236499232,
"learning_rate": 5e-06,
"loss": 0.6197,
"step": 690
},
{
"epoch": 2.050475493782004,
"grad_norm": 0.4451317704931522,
"learning_rate": 5e-06,
"loss": 0.5673,
"step": 700
},
{
"epoch": 2.0797366495976592,
"grad_norm": 0.35310727796985897,
"learning_rate": 5e-06,
"loss": 0.5694,
"step": 710
},
{
"epoch": 2.108997805413314,
"grad_norm": 0.3748176044370228,
"learning_rate": 5e-06,
"loss": 0.5704,
"step": 720
},
{
"epoch": 2.1382589612289684,
"grad_norm": 0.3494354561294143,
"learning_rate": 5e-06,
"loss": 0.5723,
"step": 730
},
{
"epoch": 2.1675201170446234,
"grad_norm": 0.35129264971107693,
"learning_rate": 5e-06,
"loss": 0.5775,
"step": 740
},
{
"epoch": 2.196781272860278,
"grad_norm": 0.31508074197114816,
"learning_rate": 5e-06,
"loss": 0.5763,
"step": 750
},
{
"epoch": 2.2260424286759326,
"grad_norm": 0.3670643138923896,
"learning_rate": 5e-06,
"loss": 0.5737,
"step": 760
},
{
"epoch": 2.255303584491587,
"grad_norm": 0.3304298759476488,
"learning_rate": 5e-06,
"loss": 0.5725,
"step": 770
},
{
"epoch": 2.284564740307242,
"grad_norm": 0.3388699840011243,
"learning_rate": 5e-06,
"loss": 0.5716,
"step": 780
},
{
"epoch": 2.313825896122897,
"grad_norm": 0.3280155833683051,
"learning_rate": 5e-06,
"loss": 0.5699,
"step": 790
},
{
"epoch": 2.3430870519385514,
"grad_norm": 0.35970533064711685,
"learning_rate": 5e-06,
"loss": 0.5777,
"step": 800
},
{
"epoch": 2.3723482077542064,
"grad_norm": 0.33656864947696286,
"learning_rate": 5e-06,
"loss": 0.5728,
"step": 810
},
{
"epoch": 2.401609363569861,
"grad_norm": 0.33260691432954365,
"learning_rate": 5e-06,
"loss": 0.5791,
"step": 820
},
{
"epoch": 2.4308705193855156,
"grad_norm": 0.3167221056111725,
"learning_rate": 5e-06,
"loss": 0.5714,
"step": 830
},
{
"epoch": 2.4601316752011706,
"grad_norm": 0.3552708228986059,
"learning_rate": 5e-06,
"loss": 0.5719,
"step": 840
},
{
"epoch": 2.489392831016825,
"grad_norm": 0.3504786037960249,
"learning_rate": 5e-06,
"loss": 0.5741,
"step": 850
},
{
"epoch": 2.5186539868324798,
"grad_norm": 0.35601444454617853,
"learning_rate": 5e-06,
"loss": 0.5671,
"step": 860
},
{
"epoch": 2.547915142648135,
"grad_norm": 0.3992627060706797,
"learning_rate": 5e-06,
"loss": 0.5696,
"step": 870
},
{
"epoch": 2.5771762984637894,
"grad_norm": 0.3511848795894042,
"learning_rate": 5e-06,
"loss": 0.5738,
"step": 880
},
{
"epoch": 2.606437454279444,
"grad_norm": 0.3640553368412107,
"learning_rate": 5e-06,
"loss": 0.5731,
"step": 890
},
{
"epoch": 2.6356986100950985,
"grad_norm": 0.3426464519086621,
"learning_rate": 5e-06,
"loss": 0.5777,
"step": 900
},
{
"epoch": 2.6649597659107536,
"grad_norm": 0.3610877908075611,
"learning_rate": 5e-06,
"loss": 0.5778,
"step": 910
},
{
"epoch": 2.694220921726408,
"grad_norm": 0.3556310393337805,
"learning_rate": 5e-06,
"loss": 0.5722,
"step": 920
},
{
"epoch": 2.723482077542063,
"grad_norm": 0.3504629693430583,
"learning_rate": 5e-06,
"loss": 0.5758,
"step": 930
},
{
"epoch": 2.7527432333577178,
"grad_norm": 0.3486578461965166,
"learning_rate": 5e-06,
"loss": 0.5748,
"step": 940
},
{
"epoch": 2.7820043891733723,
"grad_norm": 0.3422817889043645,
"learning_rate": 5e-06,
"loss": 0.5735,
"step": 950
},
{
"epoch": 2.811265544989027,
"grad_norm": 0.37588989818519764,
"learning_rate": 5e-06,
"loss": 0.5774,
"step": 960
},
{
"epoch": 2.840526700804682,
"grad_norm": 0.34577188011968074,
"learning_rate": 5e-06,
"loss": 0.5731,
"step": 970
},
{
"epoch": 2.8697878566203365,
"grad_norm": 0.3788340529933626,
"learning_rate": 5e-06,
"loss": 0.5729,
"step": 980
},
{
"epoch": 2.899049012435991,
"grad_norm": 0.3263212597720765,
"learning_rate": 5e-06,
"loss": 0.5659,
"step": 990
},
{
"epoch": 2.928310168251646,
"grad_norm": 0.32654471141276226,
"learning_rate": 5e-06,
"loss": 0.5737,
"step": 1000
},
{
"epoch": 2.9575713240673007,
"grad_norm": 0.350030993954914,
"learning_rate": 5e-06,
"loss": 0.5654,
"step": 1010
},
{
"epoch": 2.9868324798829553,
"grad_norm": 0.33894932153015206,
"learning_rate": 5e-06,
"loss": 0.5771,
"step": 1020
},
{
"epoch": 2.9956108266276518,
"eval_loss": 0.6330604553222656,
"eval_runtime": 347.7245,
"eval_samples_per_second": 26.484,
"eval_steps_per_second": 0.414,
"step": 1023
},
{
"epoch": 2.9956108266276518,
"step": 1023,
"total_flos": 2144987064041472.0,
"train_loss": 0.6141412728925837,
"train_runtime": 55205.9507,
"train_samples_per_second": 9.507,
"train_steps_per_second": 0.019
}
],
"logging_steps": 10,
"max_steps": 1023,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2144987064041472.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}