lesso08's picture
Training in progress, step 100, checkpoint
fb2d0aa verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.004443259575224384,
"eval_steps": 9,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 4.443259575224385e-05,
"grad_norm": 74.77045440673828,
"learning_rate": 1e-05,
"loss": 12.5149,
"step": 1
},
{
"epoch": 4.443259575224385e-05,
"eval_loss": 12.948126792907715,
"eval_runtime": 2085.2718,
"eval_samples_per_second": 9.089,
"eval_steps_per_second": 1.137,
"step": 1
},
{
"epoch": 8.88651915044877e-05,
"grad_norm": 73.22039031982422,
"learning_rate": 2e-05,
"loss": 13.3496,
"step": 2
},
{
"epoch": 0.00013329778725673153,
"grad_norm": 72.73692321777344,
"learning_rate": 3e-05,
"loss": 12.6915,
"step": 3
},
{
"epoch": 0.0001777303830089754,
"grad_norm": 72.64486694335938,
"learning_rate": 4e-05,
"loss": 12.016,
"step": 4
},
{
"epoch": 0.00022216297876121924,
"grad_norm": 76.35221862792969,
"learning_rate": 5e-05,
"loss": 10.4084,
"step": 5
},
{
"epoch": 0.00026659557451346307,
"grad_norm": 61.80672836303711,
"learning_rate": 6e-05,
"loss": 7.6542,
"step": 6
},
{
"epoch": 0.00031102817026570695,
"grad_norm": 40.792171478271484,
"learning_rate": 7e-05,
"loss": 4.2684,
"step": 7
},
{
"epoch": 0.0003554607660179508,
"grad_norm": 17.3669490814209,
"learning_rate": 8e-05,
"loss": 3.3804,
"step": 8
},
{
"epoch": 0.0003998933617701946,
"grad_norm": 21.140520095825195,
"learning_rate": 9e-05,
"loss": 2.5972,
"step": 9
},
{
"epoch": 0.0003998933617701946,
"eval_loss": 1.9437395334243774,
"eval_runtime": 2088.5806,
"eval_samples_per_second": 9.075,
"eval_steps_per_second": 1.135,
"step": 9
},
{
"epoch": 0.0004443259575224385,
"grad_norm": 18.79267692565918,
"learning_rate": 0.0001,
"loss": 2.2143,
"step": 10
},
{
"epoch": 0.0004887585532746823,
"grad_norm": 8.969635963439941,
"learning_rate": 9.99695413509548e-05,
"loss": 1.6568,
"step": 11
},
{
"epoch": 0.0005331911490269261,
"grad_norm": 8.22108268737793,
"learning_rate": 9.987820251299122e-05,
"loss": 1.6399,
"step": 12
},
{
"epoch": 0.00057762374477917,
"grad_norm": 6.7568230628967285,
"learning_rate": 9.972609476841367e-05,
"loss": 1.3787,
"step": 13
},
{
"epoch": 0.0006220563405314139,
"grad_norm": 22.37034034729004,
"learning_rate": 9.951340343707852e-05,
"loss": 1.3557,
"step": 14
},
{
"epoch": 0.0006664889362836577,
"grad_norm": 6.20902156829834,
"learning_rate": 9.924038765061042e-05,
"loss": 1.5788,
"step": 15
},
{
"epoch": 0.0007109215320359015,
"grad_norm": 5.11328649520874,
"learning_rate": 9.890738003669029e-05,
"loss": 1.319,
"step": 16
},
{
"epoch": 0.0007553541277881454,
"grad_norm": 7.359101295471191,
"learning_rate": 9.851478631379982e-05,
"loss": 1.0957,
"step": 17
},
{
"epoch": 0.0007997867235403892,
"grad_norm": 4.124218940734863,
"learning_rate": 9.806308479691595e-05,
"loss": 1.1526,
"step": 18
},
{
"epoch": 0.0007997867235403892,
"eval_loss": 1.082924246788025,
"eval_runtime": 2088.8216,
"eval_samples_per_second": 9.074,
"eval_steps_per_second": 1.135,
"step": 18
},
{
"epoch": 0.000844219319292633,
"grad_norm": 4.501346588134766,
"learning_rate": 9.755282581475769e-05,
"loss": 0.922,
"step": 19
},
{
"epoch": 0.000888651915044877,
"grad_norm": 5.430482387542725,
"learning_rate": 9.698463103929542e-05,
"loss": 0.8881,
"step": 20
},
{
"epoch": 0.0009330845107971208,
"grad_norm": 2.8988702297210693,
"learning_rate": 9.635919272833938e-05,
"loss": 0.9686,
"step": 21
},
{
"epoch": 0.0009775171065493646,
"grad_norm": 2.7791342735290527,
"learning_rate": 9.567727288213005e-05,
"loss": 0.7266,
"step": 22
},
{
"epoch": 0.0010219497023016084,
"grad_norm": 4.415706157684326,
"learning_rate": 9.493970231495835e-05,
"loss": 1.4575,
"step": 23
},
{
"epoch": 0.0010663822980538523,
"grad_norm": 3.8715085983276367,
"learning_rate": 9.414737964294636e-05,
"loss": 1.239,
"step": 24
},
{
"epoch": 0.001110814893806096,
"grad_norm": 4.328126430511475,
"learning_rate": 9.330127018922194e-05,
"loss": 1.2685,
"step": 25
},
{
"epoch": 0.00115524748955834,
"grad_norm": 4.6381072998046875,
"learning_rate": 9.24024048078213e-05,
"loss": 1.0216,
"step": 26
},
{
"epoch": 0.0011996800853105837,
"grad_norm": 3.818336248397827,
"learning_rate": 9.145187862775209e-05,
"loss": 1.2808,
"step": 27
},
{
"epoch": 0.0011996800853105837,
"eval_loss": 1.0154649019241333,
"eval_runtime": 2090.5291,
"eval_samples_per_second": 9.066,
"eval_steps_per_second": 1.134,
"step": 27
},
{
"epoch": 0.0012441126810628278,
"grad_norm": 4.990555286407471,
"learning_rate": 9.045084971874738e-05,
"loss": 1.2793,
"step": 28
},
{
"epoch": 0.0012885452768150716,
"grad_norm": 3.8898091316223145,
"learning_rate": 8.940053768033609e-05,
"loss": 1.0337,
"step": 29
},
{
"epoch": 0.0013329778725673154,
"grad_norm": 4.613339424133301,
"learning_rate": 8.83022221559489e-05,
"loss": 1.2245,
"step": 30
},
{
"epoch": 0.0013774104683195593,
"grad_norm": 4.101949691772461,
"learning_rate": 8.715724127386972e-05,
"loss": 0.9874,
"step": 31
},
{
"epoch": 0.001421843064071803,
"grad_norm": 3.4817678928375244,
"learning_rate": 8.596699001693255e-05,
"loss": 0.8011,
"step": 32
},
{
"epoch": 0.001466275659824047,
"grad_norm": 4.340565204620361,
"learning_rate": 8.473291852294987e-05,
"loss": 0.9708,
"step": 33
},
{
"epoch": 0.0015107082555762907,
"grad_norm": 4.810932159423828,
"learning_rate": 8.345653031794292e-05,
"loss": 1.0238,
"step": 34
},
{
"epoch": 0.0015551408513285346,
"grad_norm": 3.2785961627960205,
"learning_rate": 8.213938048432697e-05,
"loss": 1.0832,
"step": 35
},
{
"epoch": 0.0015995734470807784,
"grad_norm": 3.1490390300750732,
"learning_rate": 8.07830737662829e-05,
"loss": 0.6921,
"step": 36
},
{
"epoch": 0.0015995734470807784,
"eval_loss": 0.938591718673706,
"eval_runtime": 2088.9887,
"eval_samples_per_second": 9.073,
"eval_steps_per_second": 1.135,
"step": 36
},
{
"epoch": 0.0016440060428330222,
"grad_norm": 3.129164934158325,
"learning_rate": 7.938926261462366e-05,
"loss": 0.7297,
"step": 37
},
{
"epoch": 0.001688438638585266,
"grad_norm": 3.497979164123535,
"learning_rate": 7.795964517353735e-05,
"loss": 0.6793,
"step": 38
},
{
"epoch": 0.00173287123433751,
"grad_norm": 3.4145689010620117,
"learning_rate": 7.649596321166024e-05,
"loss": 0.9505,
"step": 39
},
{
"epoch": 0.001777303830089754,
"grad_norm": 4.804287910461426,
"learning_rate": 7.500000000000001e-05,
"loss": 0.9092,
"step": 40
},
{
"epoch": 0.0018217364258419977,
"grad_norm": 3.785067081451416,
"learning_rate": 7.347357813929454e-05,
"loss": 0.7816,
"step": 41
},
{
"epoch": 0.0018661690215942416,
"grad_norm": 3.534381628036499,
"learning_rate": 7.191855733945387e-05,
"loss": 1.0754,
"step": 42
},
{
"epoch": 0.0019106016173464854,
"grad_norm": 5.234914302825928,
"learning_rate": 7.033683215379002e-05,
"loss": 0.9232,
"step": 43
},
{
"epoch": 0.0019550342130987292,
"grad_norm": 6.870372295379639,
"learning_rate": 6.873032967079561e-05,
"loss": 1.3589,
"step": 44
},
{
"epoch": 0.0019994668088509733,
"grad_norm": 2.744567394256592,
"learning_rate": 6.710100716628344e-05,
"loss": 0.6761,
"step": 45
},
{
"epoch": 0.0019994668088509733,
"eval_loss": 0.899674654006958,
"eval_runtime": 2090.0954,
"eval_samples_per_second": 9.068,
"eval_steps_per_second": 1.134,
"step": 45
},
{
"epoch": 0.002043899404603217,
"grad_norm": 3.99665904045105,
"learning_rate": 6.545084971874738e-05,
"loss": 0.9011,
"step": 46
},
{
"epoch": 0.002088332000355461,
"grad_norm": 3.316638231277466,
"learning_rate": 6.378186779084995e-05,
"loss": 0.9587,
"step": 47
},
{
"epoch": 0.0021327645961077045,
"grad_norm": 3.783149480819702,
"learning_rate": 6.209609477998338e-05,
"loss": 1.0353,
"step": 48
},
{
"epoch": 0.0021771971918599486,
"grad_norm": 3.442662000656128,
"learning_rate": 6.0395584540887963e-05,
"loss": 0.6331,
"step": 49
},
{
"epoch": 0.002221629787612192,
"grad_norm": 3.411076545715332,
"learning_rate": 5.868240888334653e-05,
"loss": 1.1829,
"step": 50
},
{
"epoch": 0.0022660623833644362,
"grad_norm": 3.211519479751587,
"learning_rate": 5.695865504800327e-05,
"loss": 0.9899,
"step": 51
},
{
"epoch": 0.00231049497911668,
"grad_norm": 2.8170390129089355,
"learning_rate": 5.522642316338268e-05,
"loss": 0.7881,
"step": 52
},
{
"epoch": 0.002354927574868924,
"grad_norm": 2.29962420463562,
"learning_rate": 5.348782368720626e-05,
"loss": 0.7825,
"step": 53
},
{
"epoch": 0.0023993601706211675,
"grad_norm": 3.250339984893799,
"learning_rate": 5.174497483512506e-05,
"loss": 0.8462,
"step": 54
},
{
"epoch": 0.0023993601706211675,
"eval_loss": 0.8770561814308167,
"eval_runtime": 2090.379,
"eval_samples_per_second": 9.067,
"eval_steps_per_second": 1.134,
"step": 54
},
{
"epoch": 0.0024437927663734115,
"grad_norm": 3.0480387210845947,
"learning_rate": 5e-05,
"loss": 0.8317,
"step": 55
},
{
"epoch": 0.0024882253621256556,
"grad_norm": 2.246021032333374,
"learning_rate": 4.825502516487497e-05,
"loss": 0.5275,
"step": 56
},
{
"epoch": 0.002532657957877899,
"grad_norm": 3.443877696990967,
"learning_rate": 4.6512176312793736e-05,
"loss": 1.0023,
"step": 57
},
{
"epoch": 0.0025770905536301432,
"grad_norm": 3.9084110260009766,
"learning_rate": 4.477357683661734e-05,
"loss": 0.9394,
"step": 58
},
{
"epoch": 0.002621523149382387,
"grad_norm": 3.4571526050567627,
"learning_rate": 4.3041344951996746e-05,
"loss": 1.1275,
"step": 59
},
{
"epoch": 0.002665955745134631,
"grad_norm": 2.5637829303741455,
"learning_rate": 4.131759111665349e-05,
"loss": 0.7408,
"step": 60
},
{
"epoch": 0.0027103883408868745,
"grad_norm": 2.948639154434204,
"learning_rate": 3.960441545911204e-05,
"loss": 0.811,
"step": 61
},
{
"epoch": 0.0027548209366391185,
"grad_norm": 2.9560561180114746,
"learning_rate": 3.790390522001662e-05,
"loss": 0.6138,
"step": 62
},
{
"epoch": 0.002799253532391362,
"grad_norm": 2.9435060024261475,
"learning_rate": 3.6218132209150045e-05,
"loss": 0.8675,
"step": 63
},
{
"epoch": 0.002799253532391362,
"eval_loss": 0.8335610628128052,
"eval_runtime": 2088.3473,
"eval_samples_per_second": 9.076,
"eval_steps_per_second": 1.135,
"step": 63
},
{
"epoch": 0.002843686128143606,
"grad_norm": 1.8505394458770752,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.4345,
"step": 64
},
{
"epoch": 0.00288811872389585,
"grad_norm": 3.3062446117401123,
"learning_rate": 3.289899283371657e-05,
"loss": 0.9831,
"step": 65
},
{
"epoch": 0.002932551319648094,
"grad_norm": 3.808541774749756,
"learning_rate": 3.12696703292044e-05,
"loss": 0.906,
"step": 66
},
{
"epoch": 0.002976983915400338,
"grad_norm": 3.104768753051758,
"learning_rate": 2.9663167846209998e-05,
"loss": 0.9008,
"step": 67
},
{
"epoch": 0.0030214165111525815,
"grad_norm": 2.730449914932251,
"learning_rate": 2.8081442660546125e-05,
"loss": 0.7801,
"step": 68
},
{
"epoch": 0.0030658491069048255,
"grad_norm": 3.0719079971313477,
"learning_rate": 2.6526421860705473e-05,
"loss": 0.623,
"step": 69
},
{
"epoch": 0.003110281702657069,
"grad_norm": 2.975539445877075,
"learning_rate": 2.500000000000001e-05,
"loss": 0.9251,
"step": 70
},
{
"epoch": 0.003154714298409313,
"grad_norm": 2.507993459701538,
"learning_rate": 2.350403678833976e-05,
"loss": 0.5249,
"step": 71
},
{
"epoch": 0.003199146894161557,
"grad_norm": 2.6667215824127197,
"learning_rate": 2.2040354826462668e-05,
"loss": 0.4238,
"step": 72
},
{
"epoch": 0.003199146894161557,
"eval_loss": 0.8086918592453003,
"eval_runtime": 2088.3743,
"eval_samples_per_second": 9.075,
"eval_steps_per_second": 1.135,
"step": 72
},
{
"epoch": 0.003243579489913801,
"grad_norm": 2.936882495880127,
"learning_rate": 2.061073738537635e-05,
"loss": 0.8522,
"step": 73
},
{
"epoch": 0.0032880120856660444,
"grad_norm": 3.8667545318603516,
"learning_rate": 1.9216926233717085e-05,
"loss": 0.8983,
"step": 74
},
{
"epoch": 0.0033324446814182885,
"grad_norm": 3.9333572387695312,
"learning_rate": 1.7860619515673033e-05,
"loss": 1.0196,
"step": 75
},
{
"epoch": 0.003376877277170532,
"grad_norm": 2.326871871948242,
"learning_rate": 1.6543469682057106e-05,
"loss": 0.7437,
"step": 76
},
{
"epoch": 0.003421309872922776,
"grad_norm": 2.7183380126953125,
"learning_rate": 1.526708147705013e-05,
"loss": 0.6249,
"step": 77
},
{
"epoch": 0.00346574246867502,
"grad_norm": 2.6709814071655273,
"learning_rate": 1.4033009983067452e-05,
"loss": 0.668,
"step": 78
},
{
"epoch": 0.003510175064427264,
"grad_norm": 2.335897207260132,
"learning_rate": 1.2842758726130283e-05,
"loss": 0.4872,
"step": 79
},
{
"epoch": 0.003554607660179508,
"grad_norm": 3.3873088359832764,
"learning_rate": 1.1697777844051105e-05,
"loss": 1.0067,
"step": 80
},
{
"epoch": 0.0035990402559317515,
"grad_norm": 3.065892457962036,
"learning_rate": 1.0599462319663905e-05,
"loss": 0.8042,
"step": 81
},
{
"epoch": 0.0035990402559317515,
"eval_loss": 0.7969595789909363,
"eval_runtime": 2089.1579,
"eval_samples_per_second": 9.072,
"eval_steps_per_second": 1.134,
"step": 81
},
{
"epoch": 0.0036434728516839955,
"grad_norm": 3.0394890308380127,
"learning_rate": 9.549150281252633e-06,
"loss": 0.8169,
"step": 82
},
{
"epoch": 0.003687905447436239,
"grad_norm": 2.319058418273926,
"learning_rate": 8.548121372247918e-06,
"loss": 0.2704,
"step": 83
},
{
"epoch": 0.003732338043188483,
"grad_norm": 3.6886699199676514,
"learning_rate": 7.597595192178702e-06,
"loss": 0.8313,
"step": 84
},
{
"epoch": 0.0037767706389407268,
"grad_norm": 2.6520419120788574,
"learning_rate": 6.698729810778065e-06,
"loss": 0.8752,
"step": 85
},
{
"epoch": 0.003821203234692971,
"grad_norm": 2.6148107051849365,
"learning_rate": 5.852620357053651e-06,
"loss": 0.7429,
"step": 86
},
{
"epoch": 0.0038656358304452144,
"grad_norm": 2.711278200149536,
"learning_rate": 5.060297685041659e-06,
"loss": 0.5209,
"step": 87
},
{
"epoch": 0.0039100684261974585,
"grad_norm": 2.5776398181915283,
"learning_rate": 4.322727117869951e-06,
"loss": 0.6768,
"step": 88
},
{
"epoch": 0.0039545010219497025,
"grad_norm": 2.9126386642456055,
"learning_rate": 3.6408072716606346e-06,
"loss": 0.8562,
"step": 89
},
{
"epoch": 0.0039989336177019465,
"grad_norm": 3.8028640747070312,
"learning_rate": 3.0153689607045845e-06,
"loss": 0.8226,
"step": 90
},
{
"epoch": 0.0039989336177019465,
"eval_loss": 0.7885631918907166,
"eval_runtime": 2088.9791,
"eval_samples_per_second": 9.073,
"eval_steps_per_second": 1.135,
"step": 90
},
{
"epoch": 0.00404336621345419,
"grad_norm": 3.353768825531006,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.7805,
"step": 91
},
{
"epoch": 0.004087798809206434,
"grad_norm": 3.188265800476074,
"learning_rate": 1.9369152030840556e-06,
"loss": 0.8433,
"step": 92
},
{
"epoch": 0.004132231404958678,
"grad_norm": 4.046318531036377,
"learning_rate": 1.4852136862001764e-06,
"loss": 0.9672,
"step": 93
},
{
"epoch": 0.004176664000710922,
"grad_norm": 2.8643298149108887,
"learning_rate": 1.0926199633097157e-06,
"loss": 0.6082,
"step": 94
},
{
"epoch": 0.004221096596463165,
"grad_norm": 2.820201873779297,
"learning_rate": 7.596123493895991e-07,
"loss": 0.5979,
"step": 95
},
{
"epoch": 0.004265529192215409,
"grad_norm": 3.394400119781494,
"learning_rate": 4.865965629214819e-07,
"loss": 0.9704,
"step": 96
},
{
"epoch": 0.004309961787967653,
"grad_norm": 2.8901283740997314,
"learning_rate": 2.7390523158633554e-07,
"loss": 0.7127,
"step": 97
},
{
"epoch": 0.004354394383719897,
"grad_norm": 4.210619926452637,
"learning_rate": 1.2179748700879012e-07,
"loss": 0.9518,
"step": 98
},
{
"epoch": 0.004398826979472141,
"grad_norm": 4.082587718963623,
"learning_rate": 3.04586490452119e-08,
"loss": 0.6261,
"step": 99
},
{
"epoch": 0.004398826979472141,
"eval_loss": 0.7863272428512573,
"eval_runtime": 2088.7224,
"eval_samples_per_second": 9.074,
"eval_steps_per_second": 1.135,
"step": 99
},
{
"epoch": 0.004443259575224384,
"grad_norm": 3.289276123046875,
"learning_rate": 0.0,
"loss": 0.7214,
"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": 7.41887283560448e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}