lesso05's picture
Training in progress, step 100, checkpoint
7c584f8 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.0064524454768357204,
"eval_steps": 9,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 6.45244547683572e-05,
"grad_norm": 0.026197873055934906,
"learning_rate": 2.0000000000000003e-06,
"loss": 10.3766,
"step": 1
},
{
"epoch": 6.45244547683572e-05,
"eval_loss": 10.378262519836426,
"eval_runtime": 93.5318,
"eval_samples_per_second": 139.535,
"eval_steps_per_second": 17.449,
"step": 1
},
{
"epoch": 0.0001290489095367144,
"grad_norm": 0.026936905458569527,
"learning_rate": 4.000000000000001e-06,
"loss": 10.3761,
"step": 2
},
{
"epoch": 0.00019357336430507162,
"grad_norm": 0.0278240405023098,
"learning_rate": 6e-06,
"loss": 10.3782,
"step": 3
},
{
"epoch": 0.0002580978190734288,
"grad_norm": 0.028583543375134468,
"learning_rate": 8.000000000000001e-06,
"loss": 10.3782,
"step": 4
},
{
"epoch": 0.00032262227384178605,
"grad_norm": 0.030367162078619003,
"learning_rate": 1e-05,
"loss": 10.3771,
"step": 5
},
{
"epoch": 0.00038714672861014324,
"grad_norm": 0.027288779616355896,
"learning_rate": 1.2e-05,
"loss": 10.3795,
"step": 6
},
{
"epoch": 0.00045167118337850043,
"grad_norm": 0.03344113379716873,
"learning_rate": 1.4e-05,
"loss": 10.3786,
"step": 7
},
{
"epoch": 0.0005161956381468576,
"grad_norm": 0.037574075162410736,
"learning_rate": 1.6000000000000003e-05,
"loss": 10.3806,
"step": 8
},
{
"epoch": 0.0005807200929152149,
"grad_norm": 0.026230480521917343,
"learning_rate": 1.8e-05,
"loss": 10.3782,
"step": 9
},
{
"epoch": 0.0005807200929152149,
"eval_loss": 10.378217697143555,
"eval_runtime": 94.5352,
"eval_samples_per_second": 138.054,
"eval_steps_per_second": 17.263,
"step": 9
},
{
"epoch": 0.0006452445476835721,
"grad_norm": 0.02515924535691738,
"learning_rate": 2e-05,
"loss": 10.3785,
"step": 10
},
{
"epoch": 0.0007097690024519292,
"grad_norm": 0.02741788886487484,
"learning_rate": 1.999390827019096e-05,
"loss": 10.3806,
"step": 11
},
{
"epoch": 0.0007742934572202865,
"grad_norm": 0.027379022911190987,
"learning_rate": 1.9975640502598243e-05,
"loss": 10.3799,
"step": 12
},
{
"epoch": 0.0008388179119886437,
"grad_norm": 0.026748251169919968,
"learning_rate": 1.9945218953682736e-05,
"loss": 10.3798,
"step": 13
},
{
"epoch": 0.0009033423667570009,
"grad_norm": 0.025931736454367638,
"learning_rate": 1.9902680687415704e-05,
"loss": 10.3773,
"step": 14
},
{
"epoch": 0.0009678668215253581,
"grad_norm": 0.023032773286104202,
"learning_rate": 1.9848077530122083e-05,
"loss": 10.3758,
"step": 15
},
{
"epoch": 0.0010323912762937152,
"grad_norm": 0.024977397173643112,
"learning_rate": 1.9781476007338058e-05,
"loss": 10.3763,
"step": 16
},
{
"epoch": 0.0010969157310620726,
"grad_norm": 0.027897605672478676,
"learning_rate": 1.9702957262759964e-05,
"loss": 10.3797,
"step": 17
},
{
"epoch": 0.0011614401858304297,
"grad_norm": 0.030990947037935257,
"learning_rate": 1.961261695938319e-05,
"loss": 10.3765,
"step": 18
},
{
"epoch": 0.0011614401858304297,
"eval_loss": 10.378108024597168,
"eval_runtime": 94.5084,
"eval_samples_per_second": 138.094,
"eval_steps_per_second": 17.268,
"step": 18
},
{
"epoch": 0.0012259646405987869,
"grad_norm": 0.026416031643748283,
"learning_rate": 1.9510565162951538e-05,
"loss": 10.3783,
"step": 19
},
{
"epoch": 0.0012904890953671442,
"grad_norm": 0.02477899007499218,
"learning_rate": 1.9396926207859085e-05,
"loss": 10.3752,
"step": 20
},
{
"epoch": 0.0013550135501355014,
"grad_norm": 0.028769120573997498,
"learning_rate": 1.9271838545667876e-05,
"loss": 10.3786,
"step": 21
},
{
"epoch": 0.0014195380049038585,
"grad_norm": 0.02721049264073372,
"learning_rate": 1.913545457642601e-05,
"loss": 10.3762,
"step": 22
},
{
"epoch": 0.0014840624596722158,
"grad_norm": 0.02645275555551052,
"learning_rate": 1.8987940462991673e-05,
"loss": 10.3782,
"step": 23
},
{
"epoch": 0.001548586914440573,
"grad_norm": 0.02513984404504299,
"learning_rate": 1.8829475928589272e-05,
"loss": 10.3774,
"step": 24
},
{
"epoch": 0.0016131113692089301,
"grad_norm": 0.030071387067437172,
"learning_rate": 1.866025403784439e-05,
"loss": 10.3753,
"step": 25
},
{
"epoch": 0.0016776358239772875,
"grad_norm": 0.030626939609646797,
"learning_rate": 1.848048096156426e-05,
"loss": 10.3774,
"step": 26
},
{
"epoch": 0.0017421602787456446,
"grad_norm": 0.027455894276499748,
"learning_rate": 1.8290375725550417e-05,
"loss": 10.3808,
"step": 27
},
{
"epoch": 0.0017421602787456446,
"eval_loss": 10.378000259399414,
"eval_runtime": 94.0472,
"eval_samples_per_second": 138.771,
"eval_steps_per_second": 17.353,
"step": 27
},
{
"epoch": 0.0018066847335140017,
"grad_norm": 0.02224784530699253,
"learning_rate": 1.8090169943749477e-05,
"loss": 10.3797,
"step": 28
},
{
"epoch": 0.001871209188282359,
"grad_norm": 0.02824169397354126,
"learning_rate": 1.788010753606722e-05,
"loss": 10.3793,
"step": 29
},
{
"epoch": 0.0019357336430507162,
"grad_norm": 0.02937052957713604,
"learning_rate": 1.766044443118978e-05,
"loss": 10.3789,
"step": 30
},
{
"epoch": 0.0020002580978190736,
"grad_norm": 0.028946861624717712,
"learning_rate": 1.7431448254773943e-05,
"loss": 10.3751,
"step": 31
},
{
"epoch": 0.0020647825525874305,
"grad_norm": 0.027421152219176292,
"learning_rate": 1.7193398003386514e-05,
"loss": 10.3778,
"step": 32
},
{
"epoch": 0.002129307007355788,
"grad_norm": 0.030297035351395607,
"learning_rate": 1.6946583704589973e-05,
"loss": 10.3787,
"step": 33
},
{
"epoch": 0.002193831462124145,
"grad_norm": 0.025568794459104538,
"learning_rate": 1.6691306063588583e-05,
"loss": 10.377,
"step": 34
},
{
"epoch": 0.002258355916892502,
"grad_norm": 0.028658976778388023,
"learning_rate": 1.6427876096865394e-05,
"loss": 10.3789,
"step": 35
},
{
"epoch": 0.0023228803716608595,
"grad_norm": 0.0332128070294857,
"learning_rate": 1.6156614753256583e-05,
"loss": 10.3776,
"step": 36
},
{
"epoch": 0.0023228803716608595,
"eval_loss": 10.377901077270508,
"eval_runtime": 94.4464,
"eval_samples_per_second": 138.184,
"eval_steps_per_second": 17.28,
"step": 36
},
{
"epoch": 0.002387404826429217,
"grad_norm": 0.027265075594186783,
"learning_rate": 1.5877852522924733e-05,
"loss": 10.3761,
"step": 37
},
{
"epoch": 0.0024519292811975737,
"grad_norm": 0.025722986087203026,
"learning_rate": 1.5591929034707468e-05,
"loss": 10.3782,
"step": 38
},
{
"epoch": 0.002516453735965931,
"grad_norm": 0.0297780092805624,
"learning_rate": 1.529919264233205e-05,
"loss": 10.3761,
"step": 39
},
{
"epoch": 0.0025809781907342884,
"grad_norm": 0.02702772617340088,
"learning_rate": 1.5000000000000002e-05,
"loss": 10.3811,
"step": 40
},
{
"epoch": 0.0026455026455026454,
"grad_norm": 0.025780929252505302,
"learning_rate": 1.469471562785891e-05,
"loss": 10.3787,
"step": 41
},
{
"epoch": 0.0027100271002710027,
"grad_norm": 0.03268590196967125,
"learning_rate": 1.4383711467890776e-05,
"loss": 10.3757,
"step": 42
},
{
"epoch": 0.00277455155503936,
"grad_norm": 0.03610847145318985,
"learning_rate": 1.4067366430758004e-05,
"loss": 10.3788,
"step": 43
},
{
"epoch": 0.002839076009807717,
"grad_norm": 0.02523721195757389,
"learning_rate": 1.3746065934159123e-05,
"loss": 10.378,
"step": 44
},
{
"epoch": 0.0029036004645760743,
"grad_norm": 0.026593849062919617,
"learning_rate": 1.342020143325669e-05,
"loss": 10.3777,
"step": 45
},
{
"epoch": 0.0029036004645760743,
"eval_loss": 10.377813339233398,
"eval_runtime": 94.5001,
"eval_samples_per_second": 138.106,
"eval_steps_per_second": 17.27,
"step": 45
},
{
"epoch": 0.0029681249193444317,
"grad_norm": 0.02478192001581192,
"learning_rate": 1.3090169943749475e-05,
"loss": 10.3776,
"step": 46
},
{
"epoch": 0.0030326493741127886,
"grad_norm": 0.031417760998010635,
"learning_rate": 1.2756373558169992e-05,
"loss": 10.3794,
"step": 47
},
{
"epoch": 0.003097173828881146,
"grad_norm": 0.037823840975761414,
"learning_rate": 1.2419218955996677e-05,
"loss": 10.3782,
"step": 48
},
{
"epoch": 0.0031616982836495033,
"grad_norm": 0.020790569484233856,
"learning_rate": 1.2079116908177592e-05,
"loss": 10.3787,
"step": 49
},
{
"epoch": 0.0032262227384178602,
"grad_norm": 0.02425728552043438,
"learning_rate": 1.1736481776669307e-05,
"loss": 10.3792,
"step": 50
},
{
"epoch": 0.0032907471931862176,
"grad_norm": 0.02828303538262844,
"learning_rate": 1.1391731009600655e-05,
"loss": 10.3772,
"step": 51
},
{
"epoch": 0.003355271647954575,
"grad_norm": 0.028103332966566086,
"learning_rate": 1.1045284632676535e-05,
"loss": 10.3762,
"step": 52
},
{
"epoch": 0.003419796102722932,
"grad_norm": 0.03077799640595913,
"learning_rate": 1.0697564737441254e-05,
"loss": 10.3766,
"step": 53
},
{
"epoch": 0.003484320557491289,
"grad_norm": 0.03291391581296921,
"learning_rate": 1.0348994967025012e-05,
"loss": 10.3748,
"step": 54
},
{
"epoch": 0.003484320557491289,
"eval_loss": 10.377745628356934,
"eval_runtime": 94.035,
"eval_samples_per_second": 138.789,
"eval_steps_per_second": 17.355,
"step": 54
},
{
"epoch": 0.0035488450122596465,
"grad_norm": 0.03468142822384834,
"learning_rate": 1e-05,
"loss": 10.3785,
"step": 55
},
{
"epoch": 0.0036133694670280035,
"grad_norm": 0.03757575526833534,
"learning_rate": 9.651005032974994e-06,
"loss": 10.3761,
"step": 56
},
{
"epoch": 0.003677893921796361,
"grad_norm": 0.03238731622695923,
"learning_rate": 9.302435262558748e-06,
"loss": 10.378,
"step": 57
},
{
"epoch": 0.003742418376564718,
"grad_norm": 0.03340912610292435,
"learning_rate": 8.954715367323468e-06,
"loss": 10.3801,
"step": 58
},
{
"epoch": 0.003806942831333075,
"grad_norm": 0.027483763173222542,
"learning_rate": 8.60826899039935e-06,
"loss": 10.3769,
"step": 59
},
{
"epoch": 0.0038714672861014324,
"grad_norm": 0.022548139095306396,
"learning_rate": 8.263518223330698e-06,
"loss": 10.3806,
"step": 60
},
{
"epoch": 0.00393599174086979,
"grad_norm": 0.025931406766176224,
"learning_rate": 7.92088309182241e-06,
"loss": 10.3782,
"step": 61
},
{
"epoch": 0.004000516195638147,
"grad_norm": 0.030363237485289574,
"learning_rate": 7.580781044003324e-06,
"loss": 10.3783,
"step": 62
},
{
"epoch": 0.0040650406504065045,
"grad_norm": 0.027962248772382736,
"learning_rate": 7.243626441830009e-06,
"loss": 10.3784,
"step": 63
},
{
"epoch": 0.0040650406504065045,
"eval_loss": 10.377690315246582,
"eval_runtime": 94.4322,
"eval_samples_per_second": 138.205,
"eval_steps_per_second": 17.282,
"step": 63
},
{
"epoch": 0.004129565105174861,
"grad_norm": 0.033061280846595764,
"learning_rate": 6.909830056250527e-06,
"loss": 10.3794,
"step": 64
},
{
"epoch": 0.004194089559943218,
"grad_norm": 0.03424518555402756,
"learning_rate": 6.579798566743314e-06,
"loss": 10.3809,
"step": 65
},
{
"epoch": 0.004258614014711576,
"grad_norm": 0.02736547961831093,
"learning_rate": 6.25393406584088e-06,
"loss": 10.375,
"step": 66
},
{
"epoch": 0.004323138469479933,
"grad_norm": 0.02246510423719883,
"learning_rate": 5.932633569242e-06,
"loss": 10.38,
"step": 67
},
{
"epoch": 0.00438766292424829,
"grad_norm": 0.026952644810080528,
"learning_rate": 5.616288532109225e-06,
"loss": 10.3753,
"step": 68
},
{
"epoch": 0.004452187379016648,
"grad_norm": 0.02410932444036007,
"learning_rate": 5.305284372141095e-06,
"loss": 10.3783,
"step": 69
},
{
"epoch": 0.004516711833785004,
"grad_norm": 0.021015537902712822,
"learning_rate": 5.000000000000003e-06,
"loss": 10.3784,
"step": 70
},
{
"epoch": 0.004581236288553362,
"grad_norm": 0.028286607936024666,
"learning_rate": 4.700807357667953e-06,
"loss": 10.3785,
"step": 71
},
{
"epoch": 0.004645760743321719,
"grad_norm": 0.02780069038271904,
"learning_rate": 4.408070965292534e-06,
"loss": 10.3771,
"step": 72
},
{
"epoch": 0.004645760743321719,
"eval_loss": 10.377655029296875,
"eval_runtime": 94.3929,
"eval_samples_per_second": 138.262,
"eval_steps_per_second": 17.289,
"step": 72
},
{
"epoch": 0.004710285198090076,
"grad_norm": 0.02527373470366001,
"learning_rate": 4.12214747707527e-06,
"loss": 10.3751,
"step": 73
},
{
"epoch": 0.004774809652858434,
"grad_norm": 0.030667316168546677,
"learning_rate": 3.8433852467434175e-06,
"loss": 10.3789,
"step": 74
},
{
"epoch": 0.004839334107626791,
"grad_norm": 0.024445723742246628,
"learning_rate": 3.5721239031346067e-06,
"loss": 10.3765,
"step": 75
},
{
"epoch": 0.0049038585623951475,
"grad_norm": 0.027317577973008156,
"learning_rate": 3.308693936411421e-06,
"loss": 10.3783,
"step": 76
},
{
"epoch": 0.004968383017163505,
"grad_norm": 0.025673918426036835,
"learning_rate": 3.0534162954100264e-06,
"loss": 10.3762,
"step": 77
},
{
"epoch": 0.005032907471931862,
"grad_norm": 0.02838023565709591,
"learning_rate": 2.8066019966134907e-06,
"loss": 10.3741,
"step": 78
},
{
"epoch": 0.0050974319267002195,
"grad_norm": 0.033573299646377563,
"learning_rate": 2.5685517452260566e-06,
"loss": 10.3773,
"step": 79
},
{
"epoch": 0.005161956381468577,
"grad_norm": 0.025929216295480728,
"learning_rate": 2.339555568810221e-06,
"loss": 10.3751,
"step": 80
},
{
"epoch": 0.005226480836236934,
"grad_norm": 0.033958472311496735,
"learning_rate": 2.119892463932781e-06,
"loss": 10.3768,
"step": 81
},
{
"epoch": 0.005226480836236934,
"eval_loss": 10.377635955810547,
"eval_runtime": 93.9485,
"eval_samples_per_second": 138.917,
"eval_steps_per_second": 17.371,
"step": 81
},
{
"epoch": 0.005291005291005291,
"grad_norm": 0.02693011797964573,
"learning_rate": 1.9098300562505266e-06,
"loss": 10.375,
"step": 82
},
{
"epoch": 0.005355529745773648,
"grad_norm": 0.03208151459693909,
"learning_rate": 1.709624274449584e-06,
"loss": 10.3803,
"step": 83
},
{
"epoch": 0.005420054200542005,
"grad_norm": 0.028754878789186478,
"learning_rate": 1.5195190384357405e-06,
"loss": 10.3747,
"step": 84
},
{
"epoch": 0.005484578655310363,
"grad_norm": 0.025995273143053055,
"learning_rate": 1.339745962155613e-06,
"loss": 10.3748,
"step": 85
},
{
"epoch": 0.00554910311007872,
"grad_norm": 0.026898324489593506,
"learning_rate": 1.1705240714107301e-06,
"loss": 10.378,
"step": 86
},
{
"epoch": 0.0056136275648470775,
"grad_norm": 0.02781934104859829,
"learning_rate": 1.012059537008332e-06,
"loss": 10.3788,
"step": 87
},
{
"epoch": 0.005678152019615434,
"grad_norm": 0.03010799176990986,
"learning_rate": 8.645454235739903e-07,
"loss": 10.3764,
"step": 88
},
{
"epoch": 0.005742676474383791,
"grad_norm": 0.02704032137989998,
"learning_rate": 7.281614543321269e-07,
"loss": 10.3737,
"step": 89
},
{
"epoch": 0.005807200929152149,
"grad_norm": 0.02597571723163128,
"learning_rate": 6.030737921409169e-07,
"loss": 10.3775,
"step": 90
},
{
"epoch": 0.005807200929152149,
"eval_loss": 10.377629280090332,
"eval_runtime": 94.4816,
"eval_samples_per_second": 138.133,
"eval_steps_per_second": 17.273,
"step": 90
},
{
"epoch": 0.005871725383920506,
"grad_norm": 0.03344319388270378,
"learning_rate": 4.894348370484648e-07,
"loss": 10.3786,
"step": 91
},
{
"epoch": 0.005936249838688863,
"grad_norm": 0.025218836963176727,
"learning_rate": 3.8738304061681107e-07,
"loss": 10.3796,
"step": 92
},
{
"epoch": 0.006000774293457221,
"grad_norm": 0.03514518216252327,
"learning_rate": 2.970427372400353e-07,
"loss": 10.3775,
"step": 93
},
{
"epoch": 0.006065298748225577,
"grad_norm": 0.03037307597696781,
"learning_rate": 2.1852399266194312e-07,
"loss": 10.3771,
"step": 94
},
{
"epoch": 0.0061298232029939346,
"grad_norm": 0.025971580296754837,
"learning_rate": 1.519224698779198e-07,
"loss": 10.3797,
"step": 95
},
{
"epoch": 0.006194347657762292,
"grad_norm": 0.027631748467683792,
"learning_rate": 9.731931258429638e-08,
"loss": 10.3774,
"step": 96
},
{
"epoch": 0.006258872112530649,
"grad_norm": 0.02829601615667343,
"learning_rate": 5.4781046317267103e-08,
"loss": 10.3786,
"step": 97
},
{
"epoch": 0.006323396567299007,
"grad_norm": 0.032121721655130386,
"learning_rate": 2.4359497401758026e-08,
"loss": 10.3746,
"step": 98
},
{
"epoch": 0.006387921022067364,
"grad_norm": 0.033310312777757645,
"learning_rate": 6.091729809042379e-09,
"loss": 10.3775,
"step": 99
},
{
"epoch": 0.006387921022067364,
"eval_loss": 10.377626419067383,
"eval_runtime": 94.5259,
"eval_samples_per_second": 138.068,
"eval_steps_per_second": 17.265,
"step": 99
},
{
"epoch": 0.0064524454768357204,
"grad_norm": 0.03267132118344307,
"learning_rate": 0.0,
"loss": 10.3777,
"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": 5387151998976.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}