lesso01's picture
Training in progress, step 100, checkpoint
6b6587f verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.06209251785159888,
"eval_steps": 9,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0006209251785159888,
"grad_norm": 0.059769123792648315,
"learning_rate": 1e-05,
"loss": 0.3185,
"step": 1
},
{
"epoch": 0.0006209251785159888,
"eval_loss": 0.13959623873233795,
"eval_runtime": 195.4758,
"eval_samples_per_second": 6.937,
"eval_steps_per_second": 0.87,
"step": 1
},
{
"epoch": 0.0012418503570319776,
"grad_norm": 0.10517919063568115,
"learning_rate": 2e-05,
"loss": 0.256,
"step": 2
},
{
"epoch": 0.0018627755355479665,
"grad_norm": 0.11081903427839279,
"learning_rate": 3e-05,
"loss": 0.5629,
"step": 3
},
{
"epoch": 0.0024837007140639552,
"grad_norm": 0.06486257910728455,
"learning_rate": 4e-05,
"loss": 0.1716,
"step": 4
},
{
"epoch": 0.003104625892579944,
"grad_norm": 0.09219924360513687,
"learning_rate": 5e-05,
"loss": 0.1809,
"step": 5
},
{
"epoch": 0.003725551071095933,
"grad_norm": 0.0759315937757492,
"learning_rate": 6e-05,
"loss": 0.2458,
"step": 6
},
{
"epoch": 0.004346476249611922,
"grad_norm": 0.12138082832098007,
"learning_rate": 7e-05,
"loss": 0.3938,
"step": 7
},
{
"epoch": 0.0049674014281279105,
"grad_norm": 0.07585237920284271,
"learning_rate": 8e-05,
"loss": 0.365,
"step": 8
},
{
"epoch": 0.005588326606643899,
"grad_norm": 0.10387030988931656,
"learning_rate": 9e-05,
"loss": 0.2495,
"step": 9
},
{
"epoch": 0.005588326606643899,
"eval_loss": 0.12086986750364304,
"eval_runtime": 196.9377,
"eval_samples_per_second": 6.885,
"eval_steps_per_second": 0.863,
"step": 9
},
{
"epoch": 0.006209251785159888,
"grad_norm": 0.1180136501789093,
"learning_rate": 0.0001,
"loss": 0.251,
"step": 10
},
{
"epoch": 0.006830176963675877,
"grad_norm": 0.1043090745806694,
"learning_rate": 9.99695413509548e-05,
"loss": 0.3495,
"step": 11
},
{
"epoch": 0.007451102142191866,
"grad_norm": 0.07909780740737915,
"learning_rate": 9.987820251299122e-05,
"loss": 0.1299,
"step": 12
},
{
"epoch": 0.008072027320707855,
"grad_norm": 0.10309865325689316,
"learning_rate": 9.972609476841367e-05,
"loss": 0.1467,
"step": 13
},
{
"epoch": 0.008692952499223843,
"grad_norm": 0.07576113939285278,
"learning_rate": 9.951340343707852e-05,
"loss": 0.0304,
"step": 14
},
{
"epoch": 0.009313877677739833,
"grad_norm": 0.08277754485607147,
"learning_rate": 9.924038765061042e-05,
"loss": 0.2009,
"step": 15
},
{
"epoch": 0.009934802856255821,
"grad_norm": 0.12150026112794876,
"learning_rate": 9.890738003669029e-05,
"loss": 0.2354,
"step": 16
},
{
"epoch": 0.01055572803477181,
"grad_norm": 0.07561292499303818,
"learning_rate": 9.851478631379982e-05,
"loss": 0.1034,
"step": 17
},
{
"epoch": 0.011176653213287799,
"grad_norm": 0.0687914714217186,
"learning_rate": 9.806308479691595e-05,
"loss": 0.1705,
"step": 18
},
{
"epoch": 0.011176653213287799,
"eval_loss": 0.09106625616550446,
"eval_runtime": 196.4768,
"eval_samples_per_second": 6.902,
"eval_steps_per_second": 0.865,
"step": 18
},
{
"epoch": 0.011797578391803787,
"grad_norm": 0.08030562102794647,
"learning_rate": 9.755282581475769e-05,
"loss": 0.2869,
"step": 19
},
{
"epoch": 0.012418503570319777,
"grad_norm": 0.08804439008235931,
"learning_rate": 9.698463103929542e-05,
"loss": 0.1482,
"step": 20
},
{
"epoch": 0.013039428748835765,
"grad_norm": 0.14267109334468842,
"learning_rate": 9.635919272833938e-05,
"loss": 0.0744,
"step": 21
},
{
"epoch": 0.013660353927351754,
"grad_norm": 0.0642479732632637,
"learning_rate": 9.567727288213005e-05,
"loss": 0.1141,
"step": 22
},
{
"epoch": 0.014281279105867743,
"grad_norm": 0.11642853915691376,
"learning_rate": 9.493970231495835e-05,
"loss": 0.2607,
"step": 23
},
{
"epoch": 0.014902204284383732,
"grad_norm": 0.06851276010274887,
"learning_rate": 9.414737964294636e-05,
"loss": 0.0412,
"step": 24
},
{
"epoch": 0.01552312946289972,
"grad_norm": 0.09942375868558884,
"learning_rate": 9.330127018922194e-05,
"loss": 0.105,
"step": 25
},
{
"epoch": 0.01614405464141571,
"grad_norm": 0.08792968839406967,
"learning_rate": 9.24024048078213e-05,
"loss": 0.1057,
"step": 26
},
{
"epoch": 0.016764979819931698,
"grad_norm": 0.11934582889080048,
"learning_rate": 9.145187862775209e-05,
"loss": 0.3323,
"step": 27
},
{
"epoch": 0.016764979819931698,
"eval_loss": 0.08386289328336716,
"eval_runtime": 196.8416,
"eval_samples_per_second": 6.889,
"eval_steps_per_second": 0.864,
"step": 27
},
{
"epoch": 0.017385904998447686,
"grad_norm": 0.10690551996231079,
"learning_rate": 9.045084971874738e-05,
"loss": 0.2852,
"step": 28
},
{
"epoch": 0.018006830176963674,
"grad_norm": 0.10729014128446579,
"learning_rate": 8.940053768033609e-05,
"loss": 0.1705,
"step": 29
},
{
"epoch": 0.018627755355479666,
"grad_norm": 0.08282957226037979,
"learning_rate": 8.83022221559489e-05,
"loss": 0.1005,
"step": 30
},
{
"epoch": 0.019248680533995654,
"grad_norm": 0.0728306695818901,
"learning_rate": 8.715724127386972e-05,
"loss": 0.1307,
"step": 31
},
{
"epoch": 0.019869605712511642,
"grad_norm": 0.09638900309801102,
"learning_rate": 8.596699001693255e-05,
"loss": 0.1735,
"step": 32
},
{
"epoch": 0.02049053089102763,
"grad_norm": 0.16475456953048706,
"learning_rate": 8.473291852294987e-05,
"loss": 0.1015,
"step": 33
},
{
"epoch": 0.02111145606954362,
"grad_norm": 0.06533080339431763,
"learning_rate": 8.345653031794292e-05,
"loss": 0.1143,
"step": 34
},
{
"epoch": 0.02173238124805961,
"grad_norm": 0.10168042778968811,
"learning_rate": 8.213938048432697e-05,
"loss": 0.1452,
"step": 35
},
{
"epoch": 0.022353306426575598,
"grad_norm": 0.07452461123466492,
"learning_rate": 8.07830737662829e-05,
"loss": 0.1062,
"step": 36
},
{
"epoch": 0.022353306426575598,
"eval_loss": 0.0813056007027626,
"eval_runtime": 196.8112,
"eval_samples_per_second": 6.89,
"eval_steps_per_second": 0.864,
"step": 36
},
{
"epoch": 0.022974231605091586,
"grad_norm": 0.07804828137159348,
"learning_rate": 7.938926261462366e-05,
"loss": 0.1323,
"step": 37
},
{
"epoch": 0.023595156783607574,
"grad_norm": 0.08380841463804245,
"learning_rate": 7.795964517353735e-05,
"loss": 0.1257,
"step": 38
},
{
"epoch": 0.024216081962123565,
"grad_norm": 0.10386836528778076,
"learning_rate": 7.649596321166024e-05,
"loss": 0.1927,
"step": 39
},
{
"epoch": 0.024837007140639553,
"grad_norm": 0.08352355659008026,
"learning_rate": 7.500000000000001e-05,
"loss": 0.215,
"step": 40
},
{
"epoch": 0.02545793231915554,
"grad_norm": 0.202205091714859,
"learning_rate": 7.347357813929454e-05,
"loss": 0.1606,
"step": 41
},
{
"epoch": 0.02607885749767153,
"grad_norm": 0.08188100904226303,
"learning_rate": 7.191855733945387e-05,
"loss": 0.0946,
"step": 42
},
{
"epoch": 0.02669978267618752,
"grad_norm": 0.07515822350978851,
"learning_rate": 7.033683215379002e-05,
"loss": 0.1653,
"step": 43
},
{
"epoch": 0.02732070785470351,
"grad_norm": 0.09081997722387314,
"learning_rate": 6.873032967079561e-05,
"loss": 0.1845,
"step": 44
},
{
"epoch": 0.027941633033219497,
"grad_norm": 0.09180609881877899,
"learning_rate": 6.710100716628344e-05,
"loss": 0.1406,
"step": 45
},
{
"epoch": 0.027941633033219497,
"eval_loss": 0.07980942726135254,
"eval_runtime": 196.6543,
"eval_samples_per_second": 6.895,
"eval_steps_per_second": 0.864,
"step": 45
},
{
"epoch": 0.028562558211735485,
"grad_norm": 0.09287755936384201,
"learning_rate": 6.545084971874738e-05,
"loss": 0.1577,
"step": 46
},
{
"epoch": 0.029183483390251473,
"grad_norm": 0.043771930038928986,
"learning_rate": 6.378186779084995e-05,
"loss": 0.0785,
"step": 47
},
{
"epoch": 0.029804408568767465,
"grad_norm": 0.04385403171181679,
"learning_rate": 6.209609477998338e-05,
"loss": 0.0575,
"step": 48
},
{
"epoch": 0.030425333747283453,
"grad_norm": 0.07490763813257217,
"learning_rate": 6.0395584540887963e-05,
"loss": 0.2689,
"step": 49
},
{
"epoch": 0.03104625892579944,
"grad_norm": 0.07791085541248322,
"learning_rate": 5.868240888334653e-05,
"loss": 0.1212,
"step": 50
},
{
"epoch": 0.03166718410431543,
"grad_norm": 0.07903222739696503,
"learning_rate": 5.695865504800327e-05,
"loss": 0.1891,
"step": 51
},
{
"epoch": 0.03228810928283142,
"grad_norm": 0.07027075439691544,
"learning_rate": 5.522642316338268e-05,
"loss": 0.1198,
"step": 52
},
{
"epoch": 0.03290903446134741,
"grad_norm": 0.07146333903074265,
"learning_rate": 5.348782368720626e-05,
"loss": 0.056,
"step": 53
},
{
"epoch": 0.033529959639863396,
"grad_norm": 0.06251576542854309,
"learning_rate": 5.174497483512506e-05,
"loss": 0.1302,
"step": 54
},
{
"epoch": 0.033529959639863396,
"eval_loss": 0.07887319475412369,
"eval_runtime": 197.0406,
"eval_samples_per_second": 6.882,
"eval_steps_per_second": 0.863,
"step": 54
},
{
"epoch": 0.034150884818379384,
"grad_norm": 0.09780936688184738,
"learning_rate": 5e-05,
"loss": 0.1407,
"step": 55
},
{
"epoch": 0.03477180999689537,
"grad_norm": 0.1112448126077652,
"learning_rate": 4.825502516487497e-05,
"loss": 0.3002,
"step": 56
},
{
"epoch": 0.03539273517541136,
"grad_norm": 0.08623827248811722,
"learning_rate": 4.6512176312793736e-05,
"loss": 0.149,
"step": 57
},
{
"epoch": 0.03601366035392735,
"grad_norm": 0.06050853431224823,
"learning_rate": 4.477357683661734e-05,
"loss": 0.1211,
"step": 58
},
{
"epoch": 0.036634585532443344,
"grad_norm": 0.11154228448867798,
"learning_rate": 4.3041344951996746e-05,
"loss": 0.261,
"step": 59
},
{
"epoch": 0.03725551071095933,
"grad_norm": 0.09761973470449448,
"learning_rate": 4.131759111665349e-05,
"loss": 0.2088,
"step": 60
},
{
"epoch": 0.03787643588947532,
"grad_norm": 0.09448567777872086,
"learning_rate": 3.960441545911204e-05,
"loss": 0.2188,
"step": 61
},
{
"epoch": 0.03849736106799131,
"grad_norm": 0.14334271848201752,
"learning_rate": 3.790390522001662e-05,
"loss": 0.3294,
"step": 62
},
{
"epoch": 0.039118286246507296,
"grad_norm": 0.05232716351747513,
"learning_rate": 3.6218132209150045e-05,
"loss": 0.1154,
"step": 63
},
{
"epoch": 0.039118286246507296,
"eval_loss": 0.0781964585185051,
"eval_runtime": 196.8985,
"eval_samples_per_second": 6.887,
"eval_steps_per_second": 0.863,
"step": 63
},
{
"epoch": 0.039739211425023284,
"grad_norm": 0.0912960097193718,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.2111,
"step": 64
},
{
"epoch": 0.04036013660353927,
"grad_norm": 0.12232377380132675,
"learning_rate": 3.289899283371657e-05,
"loss": 0.1729,
"step": 65
},
{
"epoch": 0.04098106178205526,
"grad_norm": 0.08245333284139633,
"learning_rate": 3.12696703292044e-05,
"loss": 0.1402,
"step": 66
},
{
"epoch": 0.04160198696057125,
"grad_norm": 0.12183276563882828,
"learning_rate": 2.9663167846209998e-05,
"loss": 0.1373,
"step": 67
},
{
"epoch": 0.04222291213908724,
"grad_norm": 0.06348512321710587,
"learning_rate": 2.8081442660546125e-05,
"loss": 0.1206,
"step": 68
},
{
"epoch": 0.04284383731760323,
"grad_norm": 0.09386453032493591,
"learning_rate": 2.6526421860705473e-05,
"loss": 0.1482,
"step": 69
},
{
"epoch": 0.04346476249611922,
"grad_norm": 0.05416074022650719,
"learning_rate": 2.500000000000001e-05,
"loss": 0.1152,
"step": 70
},
{
"epoch": 0.04408568767463521,
"grad_norm": 0.08359821140766144,
"learning_rate": 2.350403678833976e-05,
"loss": 0.155,
"step": 71
},
{
"epoch": 0.044706612853151195,
"grad_norm": 0.07346191257238388,
"learning_rate": 2.2040354826462668e-05,
"loss": 0.1311,
"step": 72
},
{
"epoch": 0.044706612853151195,
"eval_loss": 0.07774772495031357,
"eval_runtime": 196.8503,
"eval_samples_per_second": 6.888,
"eval_steps_per_second": 0.864,
"step": 72
},
{
"epoch": 0.04532753803166718,
"grad_norm": 0.06992657482624054,
"learning_rate": 2.061073738537635e-05,
"loss": 0.0874,
"step": 73
},
{
"epoch": 0.04594846321018317,
"grad_norm": 0.0818590447306633,
"learning_rate": 1.9216926233717085e-05,
"loss": 0.0875,
"step": 74
},
{
"epoch": 0.04656938838869916,
"grad_norm": 0.04817086458206177,
"learning_rate": 1.7860619515673033e-05,
"loss": 0.0864,
"step": 75
},
{
"epoch": 0.04719031356721515,
"grad_norm": 0.1407470554113388,
"learning_rate": 1.6543469682057106e-05,
"loss": 0.2138,
"step": 76
},
{
"epoch": 0.04781123874573114,
"grad_norm": 0.0823465958237648,
"learning_rate": 1.526708147705013e-05,
"loss": 0.1361,
"step": 77
},
{
"epoch": 0.04843216392424713,
"grad_norm": 0.09610020369291306,
"learning_rate": 1.4033009983067452e-05,
"loss": 0.1357,
"step": 78
},
{
"epoch": 0.04905308910276312,
"grad_norm": 0.06676094979047775,
"learning_rate": 1.2842758726130283e-05,
"loss": 0.1109,
"step": 79
},
{
"epoch": 0.04967401428127911,
"grad_norm": 0.07106545567512512,
"learning_rate": 1.1697777844051105e-05,
"loss": 0.0834,
"step": 80
},
{
"epoch": 0.050294939459795095,
"grad_norm": 0.06571792811155319,
"learning_rate": 1.0599462319663905e-05,
"loss": 0.2109,
"step": 81
},
{
"epoch": 0.050294939459795095,
"eval_loss": 0.07751059532165527,
"eval_runtime": 196.8663,
"eval_samples_per_second": 6.888,
"eval_steps_per_second": 0.864,
"step": 81
},
{
"epoch": 0.05091586463831108,
"grad_norm": 0.06973174959421158,
"learning_rate": 9.549150281252633e-06,
"loss": 0.085,
"step": 82
},
{
"epoch": 0.05153678981682707,
"grad_norm": 0.09078380465507507,
"learning_rate": 8.548121372247918e-06,
"loss": 0.1149,
"step": 83
},
{
"epoch": 0.05215771499534306,
"grad_norm": 0.08853405714035034,
"learning_rate": 7.597595192178702e-06,
"loss": 0.1259,
"step": 84
},
{
"epoch": 0.05277864017385905,
"grad_norm": 0.046835608780384064,
"learning_rate": 6.698729810778065e-06,
"loss": 0.0831,
"step": 85
},
{
"epoch": 0.05339956535237504,
"grad_norm": 0.06550367176532745,
"learning_rate": 5.852620357053651e-06,
"loss": 0.103,
"step": 86
},
{
"epoch": 0.05402049053089103,
"grad_norm": 0.10945193469524384,
"learning_rate": 5.060297685041659e-06,
"loss": 0.1612,
"step": 87
},
{
"epoch": 0.05464141570940702,
"grad_norm": 0.07449627667665482,
"learning_rate": 4.322727117869951e-06,
"loss": 0.1054,
"step": 88
},
{
"epoch": 0.055262340887923006,
"grad_norm": 0.06876291334629059,
"learning_rate": 3.6408072716606346e-06,
"loss": 0.1125,
"step": 89
},
{
"epoch": 0.055883266066438994,
"grad_norm": 0.0853685587644577,
"learning_rate": 3.0153689607045845e-06,
"loss": 0.2923,
"step": 90
},
{
"epoch": 0.055883266066438994,
"eval_loss": 0.07741052657365799,
"eval_runtime": 196.569,
"eval_samples_per_second": 6.898,
"eval_steps_per_second": 0.865,
"step": 90
},
{
"epoch": 0.05650419124495498,
"grad_norm": 0.07243622839450836,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.0354,
"step": 91
},
{
"epoch": 0.05712511642347097,
"grad_norm": 0.07864990830421448,
"learning_rate": 1.9369152030840556e-06,
"loss": 0.1801,
"step": 92
},
{
"epoch": 0.05774604160198696,
"grad_norm": 0.06895054131746292,
"learning_rate": 1.4852136862001764e-06,
"loss": 0.1401,
"step": 93
},
{
"epoch": 0.058366966780502946,
"grad_norm": 0.055806513875722885,
"learning_rate": 1.0926199633097157e-06,
"loss": 0.1258,
"step": 94
},
{
"epoch": 0.05898789195901894,
"grad_norm": 0.08117268234491348,
"learning_rate": 7.596123493895991e-07,
"loss": 0.1295,
"step": 95
},
{
"epoch": 0.05960881713753493,
"grad_norm": 0.0856701135635376,
"learning_rate": 4.865965629214819e-07,
"loss": 0.0834,
"step": 96
},
{
"epoch": 0.06022974231605092,
"grad_norm": 0.05110366269946098,
"learning_rate": 2.7390523158633554e-07,
"loss": 0.1204,
"step": 97
},
{
"epoch": 0.060850667494566905,
"grad_norm": 0.07894067466259003,
"learning_rate": 1.2179748700879012e-07,
"loss": 0.0513,
"step": 98
},
{
"epoch": 0.061471592673082893,
"grad_norm": 0.08335493505001068,
"learning_rate": 3.04586490452119e-08,
"loss": 0.191,
"step": 99
},
{
"epoch": 0.061471592673082893,
"eval_loss": 0.07739631831645966,
"eval_runtime": 196.8437,
"eval_samples_per_second": 6.889,
"eval_steps_per_second": 0.864,
"step": 99
},
{
"epoch": 0.06209251785159888,
"grad_norm": 0.07276061922311783,
"learning_rate": 0.0,
"loss": 0.1111,
"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": 2.5264363250122752e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}