lesso11's picture
Training in progress, step 100, checkpoint
c3470e9 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.03266372693124286,
"eval_steps": 9,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00032663726931242854,
"grad_norm": 0.03237062320113182,
"learning_rate": 1e-05,
"loss": 10.3758,
"step": 1
},
{
"epoch": 0.00032663726931242854,
"eval_loss": 10.37636661529541,
"eval_runtime": 21.2034,
"eval_samples_per_second": 121.584,
"eval_steps_per_second": 15.233,
"step": 1
},
{
"epoch": 0.0006532745386248571,
"grad_norm": 0.04852365329861641,
"learning_rate": 2e-05,
"loss": 10.3803,
"step": 2
},
{
"epoch": 0.0009799118079372856,
"grad_norm": 0.03296953812241554,
"learning_rate": 3e-05,
"loss": 10.3795,
"step": 3
},
{
"epoch": 0.0013065490772497142,
"grad_norm": 0.028236396610736847,
"learning_rate": 4e-05,
"loss": 10.3786,
"step": 4
},
{
"epoch": 0.0016331863465621427,
"grad_norm": 0.042653754353523254,
"learning_rate": 5e-05,
"loss": 10.3778,
"step": 5
},
{
"epoch": 0.0019598236158745713,
"grad_norm": 0.03037174977362156,
"learning_rate": 6e-05,
"loss": 10.3766,
"step": 6
},
{
"epoch": 0.002286460885187,
"grad_norm": 0.02649731934070587,
"learning_rate": 7e-05,
"loss": 10.3749,
"step": 7
},
{
"epoch": 0.0026130981544994283,
"grad_norm": 0.027925627306103706,
"learning_rate": 8e-05,
"loss": 10.3755,
"step": 8
},
{
"epoch": 0.002939735423811857,
"grad_norm": 0.043385352939367294,
"learning_rate": 9e-05,
"loss": 10.3776,
"step": 9
},
{
"epoch": 0.002939735423811857,
"eval_loss": 10.376043319702148,
"eval_runtime": 21.8447,
"eval_samples_per_second": 118.015,
"eval_steps_per_second": 14.786,
"step": 9
},
{
"epoch": 0.0032663726931242854,
"grad_norm": 0.03745047375559807,
"learning_rate": 0.0001,
"loss": 10.3755,
"step": 10
},
{
"epoch": 0.003593009962436714,
"grad_norm": 0.036895476281642914,
"learning_rate": 9.99695413509548e-05,
"loss": 10.3737,
"step": 11
},
{
"epoch": 0.0039196472317491425,
"grad_norm": 0.0333566889166832,
"learning_rate": 9.987820251299122e-05,
"loss": 10.3757,
"step": 12
},
{
"epoch": 0.004246284501061571,
"grad_norm": 0.0308595672249794,
"learning_rate": 9.972609476841367e-05,
"loss": 10.3742,
"step": 13
},
{
"epoch": 0.004572921770374,
"grad_norm": 0.03860101103782654,
"learning_rate": 9.951340343707852e-05,
"loss": 10.3759,
"step": 14
},
{
"epoch": 0.004899559039686428,
"grad_norm": 0.03834579139947891,
"learning_rate": 9.924038765061042e-05,
"loss": 10.3717,
"step": 15
},
{
"epoch": 0.005226196308998857,
"grad_norm": 0.03277561068534851,
"learning_rate": 9.890738003669029e-05,
"loss": 10.3752,
"step": 16
},
{
"epoch": 0.005552833578311285,
"grad_norm": 0.03677298128604889,
"learning_rate": 9.851478631379982e-05,
"loss": 10.3732,
"step": 17
},
{
"epoch": 0.005879470847623714,
"grad_norm": 0.03571464121341705,
"learning_rate": 9.806308479691595e-05,
"loss": 10.3748,
"step": 18
},
{
"epoch": 0.005879470847623714,
"eval_loss": 10.375162124633789,
"eval_runtime": 22.0417,
"eval_samples_per_second": 116.96,
"eval_steps_per_second": 14.654,
"step": 18
},
{
"epoch": 0.006206108116936142,
"grad_norm": 0.0428856797516346,
"learning_rate": 9.755282581475769e-05,
"loss": 10.3732,
"step": 19
},
{
"epoch": 0.006532745386248571,
"grad_norm": 0.03785776346921921,
"learning_rate": 9.698463103929542e-05,
"loss": 10.3741,
"step": 20
},
{
"epoch": 0.006859382655560999,
"grad_norm": 0.03906534984707832,
"learning_rate": 9.635919272833938e-05,
"loss": 10.375,
"step": 21
},
{
"epoch": 0.007186019924873428,
"grad_norm": 0.043429259210824966,
"learning_rate": 9.567727288213005e-05,
"loss": 10.3734,
"step": 22
},
{
"epoch": 0.0075126571941858565,
"grad_norm": 0.04383184760808945,
"learning_rate": 9.493970231495835e-05,
"loss": 10.3738,
"step": 23
},
{
"epoch": 0.007839294463498285,
"grad_norm": 0.04271635785698891,
"learning_rate": 9.414737964294636e-05,
"loss": 10.3761,
"step": 24
},
{
"epoch": 0.008165931732810714,
"grad_norm": 0.04995786026120186,
"learning_rate": 9.330127018922194e-05,
"loss": 10.3732,
"step": 25
},
{
"epoch": 0.008492569002123142,
"grad_norm": 0.04129215329885483,
"learning_rate": 9.24024048078213e-05,
"loss": 10.374,
"step": 26
},
{
"epoch": 0.008819206271435572,
"grad_norm": 0.0452185682952404,
"learning_rate": 9.145187862775209e-05,
"loss": 10.3727,
"step": 27
},
{
"epoch": 0.008819206271435572,
"eval_loss": 10.374153137207031,
"eval_runtime": 21.406,
"eval_samples_per_second": 120.434,
"eval_steps_per_second": 15.089,
"step": 27
},
{
"epoch": 0.009145843540748,
"grad_norm": 0.04270987957715988,
"learning_rate": 9.045084971874738e-05,
"loss": 10.3738,
"step": 28
},
{
"epoch": 0.009472480810060429,
"grad_norm": 0.05155440792441368,
"learning_rate": 8.940053768033609e-05,
"loss": 10.3752,
"step": 29
},
{
"epoch": 0.009799118079372856,
"grad_norm": 0.0561983697116375,
"learning_rate": 8.83022221559489e-05,
"loss": 10.3711,
"step": 30
},
{
"epoch": 0.010125755348685286,
"grad_norm": 0.042896758764982224,
"learning_rate": 8.715724127386972e-05,
"loss": 10.3735,
"step": 31
},
{
"epoch": 0.010452392617997713,
"grad_norm": 0.04372115805745125,
"learning_rate": 8.596699001693255e-05,
"loss": 10.3735,
"step": 32
},
{
"epoch": 0.010779029887310143,
"grad_norm": 0.06329807639122009,
"learning_rate": 8.473291852294987e-05,
"loss": 10.3737,
"step": 33
},
{
"epoch": 0.01110566715662257,
"grad_norm": 0.04135838523507118,
"learning_rate": 8.345653031794292e-05,
"loss": 10.3743,
"step": 34
},
{
"epoch": 0.011432304425935,
"grad_norm": 0.04792993143200874,
"learning_rate": 8.213938048432697e-05,
"loss": 10.3752,
"step": 35
},
{
"epoch": 0.011758941695247428,
"grad_norm": 0.05100570246577263,
"learning_rate": 8.07830737662829e-05,
"loss": 10.3727,
"step": 36
},
{
"epoch": 0.011758941695247428,
"eval_loss": 10.373011589050293,
"eval_runtime": 22.204,
"eval_samples_per_second": 116.105,
"eval_steps_per_second": 14.547,
"step": 36
},
{
"epoch": 0.012085578964559857,
"grad_norm": 0.05363311618566513,
"learning_rate": 7.938926261462366e-05,
"loss": 10.3726,
"step": 37
},
{
"epoch": 0.012412216233872285,
"grad_norm": 0.06147367134690285,
"learning_rate": 7.795964517353735e-05,
"loss": 10.3733,
"step": 38
},
{
"epoch": 0.012738853503184714,
"grad_norm": 0.04945583641529083,
"learning_rate": 7.649596321166024e-05,
"loss": 10.373,
"step": 39
},
{
"epoch": 0.013065490772497142,
"grad_norm": 0.060909684747457504,
"learning_rate": 7.500000000000001e-05,
"loss": 10.3728,
"step": 40
},
{
"epoch": 0.013392128041809571,
"grad_norm": 0.04293395206332207,
"learning_rate": 7.347357813929454e-05,
"loss": 10.3706,
"step": 41
},
{
"epoch": 0.013718765311121999,
"grad_norm": 0.0527237206697464,
"learning_rate": 7.191855733945387e-05,
"loss": 10.3713,
"step": 42
},
{
"epoch": 0.014045402580434428,
"grad_norm": 0.06157221272587776,
"learning_rate": 7.033683215379002e-05,
"loss": 10.3747,
"step": 43
},
{
"epoch": 0.014372039849746856,
"grad_norm": 0.06624653190374374,
"learning_rate": 6.873032967079561e-05,
"loss": 10.3736,
"step": 44
},
{
"epoch": 0.014698677119059285,
"grad_norm": 0.06559105962514877,
"learning_rate": 6.710100716628344e-05,
"loss": 10.3704,
"step": 45
},
{
"epoch": 0.014698677119059285,
"eval_loss": 10.37177562713623,
"eval_runtime": 21.8679,
"eval_samples_per_second": 117.89,
"eval_steps_per_second": 14.771,
"step": 45
},
{
"epoch": 0.015025314388371713,
"grad_norm": 0.044589053839445114,
"learning_rate": 6.545084971874738e-05,
"loss": 10.3708,
"step": 46
},
{
"epoch": 0.015351951657684142,
"grad_norm": 0.06341821700334549,
"learning_rate": 6.378186779084995e-05,
"loss": 10.3708,
"step": 47
},
{
"epoch": 0.01567858892699657,
"grad_norm": 0.04743089899420738,
"learning_rate": 6.209609477998338e-05,
"loss": 10.3722,
"step": 48
},
{
"epoch": 0.016005226196308998,
"grad_norm": 0.06420129537582397,
"learning_rate": 6.0395584540887963e-05,
"loss": 10.375,
"step": 49
},
{
"epoch": 0.01633186346562143,
"grad_norm": 0.0634082779288292,
"learning_rate": 5.868240888334653e-05,
"loss": 10.3699,
"step": 50
},
{
"epoch": 0.016658500734933857,
"grad_norm": 0.04990113526582718,
"learning_rate": 5.695865504800327e-05,
"loss": 10.3714,
"step": 51
},
{
"epoch": 0.016985138004246284,
"grad_norm": 0.06637424975633621,
"learning_rate": 5.522642316338268e-05,
"loss": 10.3688,
"step": 52
},
{
"epoch": 0.017311775273558712,
"grad_norm": 0.0678475871682167,
"learning_rate": 5.348782368720626e-05,
"loss": 10.3674,
"step": 53
},
{
"epoch": 0.017638412542871143,
"grad_norm": 0.07442894577980042,
"learning_rate": 5.174497483512506e-05,
"loss": 10.3699,
"step": 54
},
{
"epoch": 0.017638412542871143,
"eval_loss": 10.370558738708496,
"eval_runtime": 21.5927,
"eval_samples_per_second": 119.392,
"eval_steps_per_second": 14.959,
"step": 54
},
{
"epoch": 0.01796504981218357,
"grad_norm": 0.07772573083639145,
"learning_rate": 5e-05,
"loss": 10.3699,
"step": 55
},
{
"epoch": 0.018291687081496,
"grad_norm": 0.060514897108078,
"learning_rate": 4.825502516487497e-05,
"loss": 10.3688,
"step": 56
},
{
"epoch": 0.018618324350808426,
"grad_norm": 0.06120225787162781,
"learning_rate": 4.6512176312793736e-05,
"loss": 10.372,
"step": 57
},
{
"epoch": 0.018944961620120857,
"grad_norm": 0.0648784339427948,
"learning_rate": 4.477357683661734e-05,
"loss": 10.3732,
"step": 58
},
{
"epoch": 0.019271598889433285,
"grad_norm": 0.07190015912055969,
"learning_rate": 4.3041344951996746e-05,
"loss": 10.371,
"step": 59
},
{
"epoch": 0.019598236158745713,
"grad_norm": 0.0784253478050232,
"learning_rate": 4.131759111665349e-05,
"loss": 10.3681,
"step": 60
},
{
"epoch": 0.01992487342805814,
"grad_norm": 0.07030834257602692,
"learning_rate": 3.960441545911204e-05,
"loss": 10.3693,
"step": 61
},
{
"epoch": 0.02025151069737057,
"grad_norm": 0.07749903947114944,
"learning_rate": 3.790390522001662e-05,
"loss": 10.3697,
"step": 62
},
{
"epoch": 0.020578147966683,
"grad_norm": 0.07404929399490356,
"learning_rate": 3.6218132209150045e-05,
"loss": 10.3712,
"step": 63
},
{
"epoch": 0.020578147966683,
"eval_loss": 10.369466781616211,
"eval_runtime": 22.1159,
"eval_samples_per_second": 116.568,
"eval_steps_per_second": 14.605,
"step": 63
},
{
"epoch": 0.020904785235995427,
"grad_norm": 0.0778629407286644,
"learning_rate": 3.4549150281252636e-05,
"loss": 10.369,
"step": 64
},
{
"epoch": 0.021231422505307854,
"grad_norm": 0.07116811722517014,
"learning_rate": 3.289899283371657e-05,
"loss": 10.3683,
"step": 65
},
{
"epoch": 0.021558059774620286,
"grad_norm": 0.06465199589729309,
"learning_rate": 3.12696703292044e-05,
"loss": 10.374,
"step": 66
},
{
"epoch": 0.021884697043932713,
"grad_norm": 0.09270355850458145,
"learning_rate": 2.9663167846209998e-05,
"loss": 10.3685,
"step": 67
},
{
"epoch": 0.02221133431324514,
"grad_norm": 0.0799483060836792,
"learning_rate": 2.8081442660546125e-05,
"loss": 10.3678,
"step": 68
},
{
"epoch": 0.02253797158255757,
"grad_norm": 0.0683579221367836,
"learning_rate": 2.6526421860705473e-05,
"loss": 10.3726,
"step": 69
},
{
"epoch": 0.02286460885187,
"grad_norm": 0.07819787412881851,
"learning_rate": 2.500000000000001e-05,
"loss": 10.3682,
"step": 70
},
{
"epoch": 0.023191246121182427,
"grad_norm": 0.0755452960729599,
"learning_rate": 2.350403678833976e-05,
"loss": 10.3687,
"step": 71
},
{
"epoch": 0.023517883390494855,
"grad_norm": 0.09338651597499847,
"learning_rate": 2.2040354826462668e-05,
"loss": 10.3684,
"step": 72
},
{
"epoch": 0.023517883390494855,
"eval_loss": 10.368648529052734,
"eval_runtime": 22.1111,
"eval_samples_per_second": 116.593,
"eval_steps_per_second": 14.608,
"step": 72
},
{
"epoch": 0.023844520659807283,
"grad_norm": 0.07462280988693237,
"learning_rate": 2.061073738537635e-05,
"loss": 10.3738,
"step": 73
},
{
"epoch": 0.024171157929119714,
"grad_norm": 0.07140083611011505,
"learning_rate": 1.9216926233717085e-05,
"loss": 10.3677,
"step": 74
},
{
"epoch": 0.02449779519843214,
"grad_norm": 0.09304412454366684,
"learning_rate": 1.7860619515673033e-05,
"loss": 10.3687,
"step": 75
},
{
"epoch": 0.02482443246774457,
"grad_norm": 0.07405439764261246,
"learning_rate": 1.6543469682057106e-05,
"loss": 10.3693,
"step": 76
},
{
"epoch": 0.025151069737056997,
"grad_norm": 0.0959295704960823,
"learning_rate": 1.526708147705013e-05,
"loss": 10.3671,
"step": 77
},
{
"epoch": 0.025477707006369428,
"grad_norm": 0.0648365393280983,
"learning_rate": 1.4033009983067452e-05,
"loss": 10.3704,
"step": 78
},
{
"epoch": 0.025804344275681856,
"grad_norm": 0.0828406810760498,
"learning_rate": 1.2842758726130283e-05,
"loss": 10.368,
"step": 79
},
{
"epoch": 0.026130981544994283,
"grad_norm": 0.08714064955711365,
"learning_rate": 1.1697777844051105e-05,
"loss": 10.3676,
"step": 80
},
{
"epoch": 0.02645761881430671,
"grad_norm": 0.10075332224369049,
"learning_rate": 1.0599462319663905e-05,
"loss": 10.3672,
"step": 81
},
{
"epoch": 0.02645761881430671,
"eval_loss": 10.36816120147705,
"eval_runtime": 21.5241,
"eval_samples_per_second": 119.773,
"eval_steps_per_second": 15.006,
"step": 81
},
{
"epoch": 0.026784256083619142,
"grad_norm": 0.10861089080572128,
"learning_rate": 9.549150281252633e-06,
"loss": 10.3657,
"step": 82
},
{
"epoch": 0.02711089335293157,
"grad_norm": 0.07788481563329697,
"learning_rate": 8.548121372247918e-06,
"loss": 10.3682,
"step": 83
},
{
"epoch": 0.027437530622243998,
"grad_norm": 0.07634954899549484,
"learning_rate": 7.597595192178702e-06,
"loss": 10.3706,
"step": 84
},
{
"epoch": 0.027764167891556425,
"grad_norm": 0.09162547439336777,
"learning_rate": 6.698729810778065e-06,
"loss": 10.3662,
"step": 85
},
{
"epoch": 0.028090805160868856,
"grad_norm": 0.08597175776958466,
"learning_rate": 5.852620357053651e-06,
"loss": 10.3692,
"step": 86
},
{
"epoch": 0.028417442430181284,
"grad_norm": 0.08688751608133316,
"learning_rate": 5.060297685041659e-06,
"loss": 10.3656,
"step": 87
},
{
"epoch": 0.02874407969949371,
"grad_norm": 0.08870881795883179,
"learning_rate": 4.322727117869951e-06,
"loss": 10.3652,
"step": 88
},
{
"epoch": 0.02907071696880614,
"grad_norm": 0.09233355522155762,
"learning_rate": 3.6408072716606346e-06,
"loss": 10.3674,
"step": 89
},
{
"epoch": 0.02939735423811857,
"grad_norm": 0.08547327667474747,
"learning_rate": 3.0153689607045845e-06,
"loss": 10.3674,
"step": 90
},
{
"epoch": 0.02939735423811857,
"eval_loss": 10.367944717407227,
"eval_runtime": 22.0868,
"eval_samples_per_second": 116.721,
"eval_steps_per_second": 14.624,
"step": 90
},
{
"epoch": 0.029723991507430998,
"grad_norm": 0.10347817093133926,
"learning_rate": 2.4471741852423237e-06,
"loss": 10.366,
"step": 91
},
{
"epoch": 0.030050628776743426,
"grad_norm": 0.09250044822692871,
"learning_rate": 1.9369152030840556e-06,
"loss": 10.3687,
"step": 92
},
{
"epoch": 0.030377266046055854,
"grad_norm": 0.07645335793495178,
"learning_rate": 1.4852136862001764e-06,
"loss": 10.3715,
"step": 93
},
{
"epoch": 0.030703903315368285,
"grad_norm": 0.09881287068128586,
"learning_rate": 1.0926199633097157e-06,
"loss": 10.3702,
"step": 94
},
{
"epoch": 0.031030540584680712,
"grad_norm": 0.08971241861581802,
"learning_rate": 7.596123493895991e-07,
"loss": 10.3699,
"step": 95
},
{
"epoch": 0.03135717785399314,
"grad_norm": 0.09617859870195389,
"learning_rate": 4.865965629214819e-07,
"loss": 10.3684,
"step": 96
},
{
"epoch": 0.03168381512330557,
"grad_norm": 0.09534001350402832,
"learning_rate": 2.7390523158633554e-07,
"loss": 10.3673,
"step": 97
},
{
"epoch": 0.032010452392617995,
"grad_norm": 0.11082008481025696,
"learning_rate": 1.2179748700879012e-07,
"loss": 10.3673,
"step": 98
},
{
"epoch": 0.03233708966193043,
"grad_norm": 0.08359237015247345,
"learning_rate": 3.04586490452119e-08,
"loss": 10.3677,
"step": 99
},
{
"epoch": 0.03233708966193043,
"eval_loss": 10.367908477783203,
"eval_runtime": 21.9179,
"eval_samples_per_second": 117.621,
"eval_steps_per_second": 14.737,
"step": 99
},
{
"epoch": 0.03266372693124286,
"grad_norm": 0.09743411839008331,
"learning_rate": 0.0,
"loss": 10.3647,
"step": 100
}
],
"logging_steps": 1,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5884025241600.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}