ryanmarten's picture
Upload model
5a9dd82 verified
raw
history blame
40.7 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 7.0,
"eval_steps": 500,
"global_step": 231,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.030303030303030304,
"grad_norm": 6.391723498659803,
"learning_rate": 8.333333333333333e-07,
"loss": 1.0079,
"step": 1
},
{
"epoch": 0.06060606060606061,
"grad_norm": 6.445240390692674,
"learning_rate": 1.6666666666666667e-06,
"loss": 1.0204,
"step": 2
},
{
"epoch": 0.09090909090909091,
"grad_norm": 6.382757287715354,
"learning_rate": 2.5e-06,
"loss": 1.0341,
"step": 3
},
{
"epoch": 0.12121212121212122,
"grad_norm": 5.91272615348115,
"learning_rate": 3.3333333333333333e-06,
"loss": 1.0061,
"step": 4
},
{
"epoch": 0.15151515151515152,
"grad_norm": 4.722008058167302,
"learning_rate": 4.166666666666667e-06,
"loss": 0.9998,
"step": 5
},
{
"epoch": 0.18181818181818182,
"grad_norm": 2.823573088690271,
"learning_rate": 5e-06,
"loss": 0.9534,
"step": 6
},
{
"epoch": 0.21212121212121213,
"grad_norm": 2.5666390159658707,
"learning_rate": 5.833333333333334e-06,
"loss": 0.94,
"step": 7
},
{
"epoch": 0.24242424242424243,
"grad_norm": 3.848402404280175,
"learning_rate": 6.666666666666667e-06,
"loss": 0.908,
"step": 8
},
{
"epoch": 0.2727272727272727,
"grad_norm": 4.202645262587812,
"learning_rate": 7.500000000000001e-06,
"loss": 0.9232,
"step": 9
},
{
"epoch": 0.30303030303030304,
"grad_norm": 3.9915170290882944,
"learning_rate": 8.333333333333334e-06,
"loss": 0.9167,
"step": 10
},
{
"epoch": 0.3333333333333333,
"grad_norm": 3.23573372272586,
"learning_rate": 9.166666666666666e-06,
"loss": 0.852,
"step": 11
},
{
"epoch": 0.36363636363636365,
"grad_norm": 2.9616255593701313,
"learning_rate": 1e-05,
"loss": 0.8476,
"step": 12
},
{
"epoch": 0.3939393939393939,
"grad_norm": 2.0802017021336674,
"learning_rate": 1.0833333333333334e-05,
"loss": 0.8395,
"step": 13
},
{
"epoch": 0.42424242424242425,
"grad_norm": 1.423032978782169,
"learning_rate": 1.1666666666666668e-05,
"loss": 0.8106,
"step": 14
},
{
"epoch": 0.45454545454545453,
"grad_norm": 1.5233590243168056,
"learning_rate": 1.25e-05,
"loss": 0.7919,
"step": 15
},
{
"epoch": 0.48484848484848486,
"grad_norm": 1.4027323424688252,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.7876,
"step": 16
},
{
"epoch": 0.5151515151515151,
"grad_norm": 1.1436169964554868,
"learning_rate": 1.416666666666667e-05,
"loss": 0.7588,
"step": 17
},
{
"epoch": 0.5454545454545454,
"grad_norm": 1.2584398803137398,
"learning_rate": 1.5000000000000002e-05,
"loss": 0.7569,
"step": 18
},
{
"epoch": 0.5757575757575758,
"grad_norm": 1.1708685062880144,
"learning_rate": 1.5833333333333333e-05,
"loss": 0.7448,
"step": 19
},
{
"epoch": 0.6060606060606061,
"grad_norm": 0.9803925680829616,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.7378,
"step": 20
},
{
"epoch": 0.6363636363636364,
"grad_norm": 0.9949928486317755,
"learning_rate": 1.7500000000000002e-05,
"loss": 0.7286,
"step": 21
},
{
"epoch": 0.6666666666666666,
"grad_norm": 1.030026417900517,
"learning_rate": 1.8333333333333333e-05,
"loss": 0.718,
"step": 22
},
{
"epoch": 0.696969696969697,
"grad_norm": 1.1471899394360263,
"learning_rate": 1.916666666666667e-05,
"loss": 0.7148,
"step": 23
},
{
"epoch": 0.7272727272727273,
"grad_norm": 0.9013002354547361,
"learning_rate": 2e-05,
"loss": 0.7179,
"step": 24
},
{
"epoch": 0.7575757575757576,
"grad_norm": 1.1125959175909579,
"learning_rate": 1.999884834944106e-05,
"loss": 0.7161,
"step": 25
},
{
"epoch": 0.7878787878787878,
"grad_norm": 0.9665027218020549,
"learning_rate": 1.9995393663024054e-05,
"loss": 0.7173,
"step": 26
},
{
"epoch": 0.8181818181818182,
"grad_norm": 0.808324047733547,
"learning_rate": 1.9989636736467278e-05,
"loss": 0.7003,
"step": 27
},
{
"epoch": 0.8484848484848485,
"grad_norm": 0.8598266261667703,
"learning_rate": 1.9981578895764272e-05,
"loss": 0.7005,
"step": 28
},
{
"epoch": 0.8787878787878788,
"grad_norm": 0.8011804891864853,
"learning_rate": 1.9971221996878395e-05,
"loss": 0.7101,
"step": 29
},
{
"epoch": 0.9090909090909091,
"grad_norm": 0.7777553110619772,
"learning_rate": 1.9958568425315316e-05,
"loss": 0.6925,
"step": 30
},
{
"epoch": 0.9393939393939394,
"grad_norm": 0.8604670869538524,
"learning_rate": 1.9943621095573588e-05,
"loss": 0.6904,
"step": 31
},
{
"epoch": 0.9696969696969697,
"grad_norm": 0.8621398383957887,
"learning_rate": 1.9926383450473344e-05,
"loss": 0.6751,
"step": 32
},
{
"epoch": 1.0,
"grad_norm": 0.7853612174091144,
"learning_rate": 1.9906859460363307e-05,
"loss": 0.6868,
"step": 33
},
{
"epoch": 1.0303030303030303,
"grad_norm": 0.8046166369612455,
"learning_rate": 1.9885053622206305e-05,
"loss": 0.6497,
"step": 34
},
{
"epoch": 1.0606060606060606,
"grad_norm": 0.6604470778365054,
"learning_rate": 1.986097095854347e-05,
"loss": 0.6293,
"step": 35
},
{
"epoch": 1.0909090909090908,
"grad_norm": 0.6294942264260563,
"learning_rate": 1.9834617016337424e-05,
"loss": 0.6486,
"step": 36
},
{
"epoch": 1.121212121212121,
"grad_norm": 0.5787782281521954,
"learning_rate": 1.9805997865694616e-05,
"loss": 0.6449,
"step": 37
},
{
"epoch": 1.1515151515151516,
"grad_norm": 0.6035558760505482,
"learning_rate": 1.9775120098467212e-05,
"loss": 0.6322,
"step": 38
},
{
"epoch": 1.1818181818181819,
"grad_norm": 0.5880242754158563,
"learning_rate": 1.9741990826734793e-05,
"loss": 0.6351,
"step": 39
},
{
"epoch": 1.2121212121212122,
"grad_norm": 0.5329493991869941,
"learning_rate": 1.970661768116622e-05,
"loss": 0.6373,
"step": 40
},
{
"epoch": 1.2424242424242424,
"grad_norm": 0.5487060567189378,
"learning_rate": 1.9669008809262064e-05,
"loss": 0.6254,
"step": 41
},
{
"epoch": 1.2727272727272727,
"grad_norm": 0.577330341379163,
"learning_rate": 1.9629172873477995e-05,
"loss": 0.6145,
"step": 42
},
{
"epoch": 1.303030303030303,
"grad_norm": 0.548723052022649,
"learning_rate": 1.9587119049229558e-05,
"loss": 0.631,
"step": 43
},
{
"epoch": 1.3333333333333333,
"grad_norm": 0.4741961315186296,
"learning_rate": 1.954285702277879e-05,
"loss": 0.6315,
"step": 44
},
{
"epoch": 1.3636363636363638,
"grad_norm": 0.5322002017205556,
"learning_rate": 1.9496396989003195e-05,
"loss": 0.6315,
"step": 45
},
{
"epoch": 1.393939393939394,
"grad_norm": 0.5448230086028936,
"learning_rate": 1.944774964904754e-05,
"loss": 0.6338,
"step": 46
},
{
"epoch": 1.4242424242424243,
"grad_norm": 0.5721457532205242,
"learning_rate": 1.9396926207859085e-05,
"loss": 0.613,
"step": 47
},
{
"epoch": 1.4545454545454546,
"grad_norm": 0.5011929282794981,
"learning_rate": 1.9343938371606714e-05,
"loss": 0.6268,
"step": 48
},
{
"epoch": 1.4848484848484849,
"grad_norm": 0.6888065111036699,
"learning_rate": 1.9288798344984673e-05,
"loss": 0.6102,
"step": 49
},
{
"epoch": 1.5151515151515151,
"grad_norm": 0.5819664946902224,
"learning_rate": 1.9231518828401458e-05,
"loss": 0.6165,
"step": 50
},
{
"epoch": 1.5454545454545454,
"grad_norm": 0.4977271048283543,
"learning_rate": 1.917211301505453e-05,
"loss": 0.6135,
"step": 51
},
{
"epoch": 1.5757575757575757,
"grad_norm": 0.5483360027543468,
"learning_rate": 1.911059458789152e-05,
"loss": 0.6035,
"step": 52
},
{
"epoch": 1.606060606060606,
"grad_norm": 0.5938360983425195,
"learning_rate": 1.9046977716458627e-05,
"loss": 0.6082,
"step": 53
},
{
"epoch": 1.6363636363636362,
"grad_norm": 0.639778467707558,
"learning_rate": 1.8981277053636963e-05,
"loss": 0.6192,
"step": 54
},
{
"epoch": 1.6666666666666665,
"grad_norm": 0.6299987538556902,
"learning_rate": 1.891350773226754e-05,
"loss": 0.6187,
"step": 55
},
{
"epoch": 1.696969696969697,
"grad_norm": 0.7462238042791106,
"learning_rate": 1.8843685361665724e-05,
"loss": 0.6339,
"step": 56
},
{
"epoch": 1.7272727272727273,
"grad_norm": 0.4587409403241806,
"learning_rate": 1.8771826024025944e-05,
"loss": 0.6019,
"step": 57
},
{
"epoch": 1.7575757575757576,
"grad_norm": 0.6309678302007972,
"learning_rate": 1.8697946270717468e-05,
"loss": 0.6206,
"step": 58
},
{
"epoch": 1.7878787878787878,
"grad_norm": 0.5964975297698822,
"learning_rate": 1.8622063118472135e-05,
"loss": 0.6138,
"step": 59
},
{
"epoch": 1.8181818181818183,
"grad_norm": 0.5091224937984986,
"learning_rate": 1.8544194045464888e-05,
"loss": 0.6237,
"step": 60
},
{
"epoch": 1.8484848484848486,
"grad_norm": 0.43784547796166895,
"learning_rate": 1.8464356987288012e-05,
"loss": 0.6072,
"step": 61
},
{
"epoch": 1.878787878787879,
"grad_norm": 0.47486738520964883,
"learning_rate": 1.8382570332820045e-05,
"loss": 0.6039,
"step": 62
},
{
"epoch": 1.9090909090909092,
"grad_norm": 0.44865590799121363,
"learning_rate": 1.8298852919990254e-05,
"loss": 0.6092,
"step": 63
},
{
"epoch": 1.9393939393939394,
"grad_norm": 0.5375632964773143,
"learning_rate": 1.821322403143969e-05,
"loss": 0.5939,
"step": 64
},
{
"epoch": 1.9696969696969697,
"grad_norm": 0.608651292228407,
"learning_rate": 1.812570339007983e-05,
"loss": 0.6129,
"step": 65
},
{
"epoch": 2.0,
"grad_norm": 0.44024856323173045,
"learning_rate": 1.8036311154549783e-05,
"loss": 0.5893,
"step": 66
},
{
"epoch": 2.0303030303030303,
"grad_norm": 0.6980844762428723,
"learning_rate": 1.7945067914573147e-05,
"loss": 0.5474,
"step": 67
},
{
"epoch": 2.0606060606060606,
"grad_norm": 0.5182683022073494,
"learning_rate": 1.7851994686215592e-05,
"loss": 0.5725,
"step": 68
},
{
"epoch": 2.090909090909091,
"grad_norm": 0.5404396715701119,
"learning_rate": 1.77571129070442e-05,
"loss": 0.5526,
"step": 69
},
{
"epoch": 2.121212121212121,
"grad_norm": 0.5305063939153388,
"learning_rate": 1.766044443118978e-05,
"loss": 0.5536,
"step": 70
},
{
"epoch": 2.1515151515151514,
"grad_norm": 0.5644734582249971,
"learning_rate": 1.7562011524313187e-05,
"loss": 0.5355,
"step": 71
},
{
"epoch": 2.1818181818181817,
"grad_norm": 0.5202130970874336,
"learning_rate": 1.7461836858476858e-05,
"loss": 0.5384,
"step": 72
},
{
"epoch": 2.212121212121212,
"grad_norm": 0.5357956217064614,
"learning_rate": 1.7359943506922775e-05,
"loss": 0.5442,
"step": 73
},
{
"epoch": 2.242424242424242,
"grad_norm": 0.565767866530521,
"learning_rate": 1.725635493875799e-05,
"loss": 0.5276,
"step": 74
},
{
"epoch": 2.2727272727272725,
"grad_norm": 0.5149462165435431,
"learning_rate": 1.7151095013548996e-05,
"loss": 0.5282,
"step": 75
},
{
"epoch": 2.303030303030303,
"grad_norm": 0.6836826507439627,
"learning_rate": 1.7044187975826126e-05,
"loss": 0.5528,
"step": 76
},
{
"epoch": 2.3333333333333335,
"grad_norm": 0.4830928504569663,
"learning_rate": 1.693565844949933e-05,
"loss": 0.5341,
"step": 77
},
{
"epoch": 2.3636363636363638,
"grad_norm": 0.5788000592263608,
"learning_rate": 1.6825531432186545e-05,
"loss": 0.5385,
"step": 78
},
{
"epoch": 2.393939393939394,
"grad_norm": 0.5726173587627938,
"learning_rate": 1.671383228945597e-05,
"loss": 0.5422,
"step": 79
},
{
"epoch": 2.4242424242424243,
"grad_norm": 0.6643959541973968,
"learning_rate": 1.6600586748983642e-05,
"loss": 0.5548,
"step": 80
},
{
"epoch": 2.4545454545454546,
"grad_norm": 0.48281206376363367,
"learning_rate": 1.648582089462756e-05,
"loss": 0.5416,
"step": 81
},
{
"epoch": 2.484848484848485,
"grad_norm": 0.6009102492415257,
"learning_rate": 1.6369561160419783e-05,
"loss": 0.5322,
"step": 82
},
{
"epoch": 2.515151515151515,
"grad_norm": 0.4893746393385918,
"learning_rate": 1.625183432447789e-05,
"loss": 0.5486,
"step": 83
},
{
"epoch": 2.5454545454545454,
"grad_norm": 0.509521231101079,
"learning_rate": 1.6132667502837164e-05,
"loss": 0.5324,
"step": 84
},
{
"epoch": 2.5757575757575757,
"grad_norm": 0.545869239651775,
"learning_rate": 1.6012088143204953e-05,
"loss": 0.5347,
"step": 85
},
{
"epoch": 2.606060606060606,
"grad_norm": 0.5248012196294125,
"learning_rate": 1.589012401863864e-05,
"loss": 0.5474,
"step": 86
},
{
"epoch": 2.6363636363636362,
"grad_norm": 0.5691007796569792,
"learning_rate": 1.5766803221148676e-05,
"loss": 0.5328,
"step": 87
},
{
"epoch": 2.6666666666666665,
"grad_norm": 0.48088594253053496,
"learning_rate": 1.5642154155228124e-05,
"loss": 0.5281,
"step": 88
},
{
"epoch": 2.6969696969696972,
"grad_norm": 0.4847231502014893,
"learning_rate": 1.5516205531310272e-05,
"loss": 0.5366,
"step": 89
},
{
"epoch": 2.7272727272727275,
"grad_norm": 0.4579402446027877,
"learning_rate": 1.538898635915576e-05,
"loss": 0.5356,
"step": 90
},
{
"epoch": 2.757575757575758,
"grad_norm": 0.5022857211635094,
"learning_rate": 1.526052594117071e-05,
"loss": 0.5257,
"step": 91
},
{
"epoch": 2.787878787878788,
"grad_norm": 0.5197458111165683,
"learning_rate": 1.513085386565758e-05,
"loss": 0.5441,
"step": 92
},
{
"epoch": 2.8181818181818183,
"grad_norm": 0.4443806849341786,
"learning_rate": 1.5000000000000002e-05,
"loss": 0.5375,
"step": 93
},
{
"epoch": 2.8484848484848486,
"grad_norm": 0.4415612167940715,
"learning_rate": 1.4867994483783485e-05,
"loss": 0.5198,
"step": 94
},
{
"epoch": 2.878787878787879,
"grad_norm": 0.4729466207945027,
"learning_rate": 1.4734867721853341e-05,
"loss": 0.5327,
"step": 95
},
{
"epoch": 2.909090909090909,
"grad_norm": 0.3927504975139151,
"learning_rate": 1.4600650377311523e-05,
"loss": 0.5323,
"step": 96
},
{
"epoch": 2.9393939393939394,
"grad_norm": 0.4932818281771704,
"learning_rate": 1.4465373364454001e-05,
"loss": 0.54,
"step": 97
},
{
"epoch": 2.9696969696969697,
"grad_norm": 0.395042020106255,
"learning_rate": 1.4329067841650274e-05,
"loss": 0.5499,
"step": 98
},
{
"epoch": 3.0,
"grad_norm": 0.4842433679584853,
"learning_rate": 1.4191765204166643e-05,
"loss": 0.5219,
"step": 99
},
{
"epoch": 3.0303030303030303,
"grad_norm": 0.517778147081366,
"learning_rate": 1.4053497076934948e-05,
"loss": 0.4792,
"step": 100
},
{
"epoch": 3.0606060606060606,
"grad_norm": 0.49787957784324754,
"learning_rate": 1.3914295307268396e-05,
"loss": 0.4846,
"step": 101
},
{
"epoch": 3.090909090909091,
"grad_norm": 0.5333577077714253,
"learning_rate": 1.3774191957526144e-05,
"loss": 0.4834,
"step": 102
},
{
"epoch": 3.121212121212121,
"grad_norm": 0.5553372294102208,
"learning_rate": 1.3633219297728415e-05,
"loss": 0.4893,
"step": 103
},
{
"epoch": 3.1515151515151514,
"grad_norm": 0.5225451939758264,
"learning_rate": 1.3491409798123687e-05,
"loss": 0.4755,
"step": 104
},
{
"epoch": 3.1818181818181817,
"grad_norm": 0.5147983075558922,
"learning_rate": 1.3348796121709862e-05,
"loss": 0.4688,
"step": 105
},
{
"epoch": 3.212121212121212,
"grad_norm": 0.596538636274444,
"learning_rate": 1.3205411116710973e-05,
"loss": 0.482,
"step": 106
},
{
"epoch": 3.242424242424242,
"grad_norm": 0.5648728417875709,
"learning_rate": 1.3061287809011243e-05,
"loss": 0.4887,
"step": 107
},
{
"epoch": 3.2727272727272725,
"grad_norm": 0.47558400405296414,
"learning_rate": 1.291645939454825e-05,
"loss": 0.4782,
"step": 108
},
{
"epoch": 3.303030303030303,
"grad_norm": 0.5186604404259834,
"learning_rate": 1.277095923166689e-05,
"loss": 0.4662,
"step": 109
},
{
"epoch": 3.3333333333333335,
"grad_norm": 0.5236731465454446,
"learning_rate": 1.2624820833435939e-05,
"loss": 0.4643,
"step": 110
},
{
"epoch": 3.3636363636363638,
"grad_norm": 0.4607134576648133,
"learning_rate": 1.2478077859929e-05,
"loss": 0.4704,
"step": 111
},
{
"epoch": 3.393939393939394,
"grad_norm": 0.5092626471840158,
"learning_rate": 1.2330764110471567e-05,
"loss": 0.4814,
"step": 112
},
{
"epoch": 3.4242424242424243,
"grad_norm": 0.47207207280474506,
"learning_rate": 1.2182913515856016e-05,
"loss": 0.4565,
"step": 113
},
{
"epoch": 3.4545454545454546,
"grad_norm": 0.4374242509606414,
"learning_rate": 1.2034560130526341e-05,
"loss": 0.4731,
"step": 114
},
{
"epoch": 3.484848484848485,
"grad_norm": 0.4730060091153659,
"learning_rate": 1.1885738124734359e-05,
"loss": 0.4683,
"step": 115
},
{
"epoch": 3.515151515151515,
"grad_norm": 0.4221262453746083,
"learning_rate": 1.1736481776669307e-05,
"loss": 0.4663,
"step": 116
},
{
"epoch": 3.5454545454545454,
"grad_norm": 0.5101200302479499,
"learning_rate": 1.1586825464562515e-05,
"loss": 0.4648,
"step": 117
},
{
"epoch": 3.5757575757575757,
"grad_norm": 0.5103410919800033,
"learning_rate": 1.1436803658769082e-05,
"loss": 0.4779,
"step": 118
},
{
"epoch": 3.606060606060606,
"grad_norm": 0.4450626730517202,
"learning_rate": 1.1286450913828313e-05,
"loss": 0.4752,
"step": 119
},
{
"epoch": 3.6363636363636362,
"grad_norm": 0.4968592992971222,
"learning_rate": 1.113580186050475e-05,
"loss": 0.4741,
"step": 120
},
{
"epoch": 3.6666666666666665,
"grad_norm": 0.4011648197454992,
"learning_rate": 1.0984891197811686e-05,
"loss": 0.4829,
"step": 121
},
{
"epoch": 3.6969696969696972,
"grad_norm": 0.5273690586575496,
"learning_rate": 1.0833753685018935e-05,
"loss": 0.4693,
"step": 122
},
{
"epoch": 3.7272727272727275,
"grad_norm": 0.43414871426684687,
"learning_rate": 1.0682424133646712e-05,
"loss": 0.4684,
"step": 123
},
{
"epoch": 3.757575757575758,
"grad_norm": 0.4014074263052897,
"learning_rate": 1.0530937399447496e-05,
"loss": 0.4812,
"step": 124
},
{
"epoch": 3.787878787878788,
"grad_norm": 0.4547211648900433,
"learning_rate": 1.0379328374377715e-05,
"loss": 0.4629,
"step": 125
},
{
"epoch": 3.8181818181818183,
"grad_norm": 0.3961979664531267,
"learning_rate": 1.0227631978561057e-05,
"loss": 0.475,
"step": 126
},
{
"epoch": 3.8484848484848486,
"grad_norm": 0.43542193984738736,
"learning_rate": 1.0075883152245334e-05,
"loss": 0.4597,
"step": 127
},
{
"epoch": 3.878787878787879,
"grad_norm": 0.40945658123125683,
"learning_rate": 9.92411684775467e-06,
"loss": 0.4751,
"step": 128
},
{
"epoch": 3.909090909090909,
"grad_norm": 0.37125307540613495,
"learning_rate": 9.772368021438943e-06,
"loss": 0.4788,
"step": 129
},
{
"epoch": 3.9393939393939394,
"grad_norm": 0.43624019011061105,
"learning_rate": 9.620671625622287e-06,
"loss": 0.4658,
"step": 130
},
{
"epoch": 3.9696969696969697,
"grad_norm": 0.38438890329969516,
"learning_rate": 9.469062600552509e-06,
"loss": 0.4693,
"step": 131
},
{
"epoch": 4.0,
"grad_norm": 0.46071327617582064,
"learning_rate": 9.317575866353293e-06,
"loss": 0.4703,
"step": 132
},
{
"epoch": 4.03030303030303,
"grad_norm": 0.549915464553488,
"learning_rate": 9.166246314981066e-06,
"loss": 0.4316,
"step": 133
},
{
"epoch": 4.0606060606060606,
"grad_norm": 0.49705236619568727,
"learning_rate": 9.015108802188314e-06,
"loss": 0.4099,
"step": 134
},
{
"epoch": 4.090909090909091,
"grad_norm": 0.4289325156966301,
"learning_rate": 8.86419813949525e-06,
"loss": 0.4261,
"step": 135
},
{
"epoch": 4.121212121212121,
"grad_norm": 0.5693436632007958,
"learning_rate": 8.71354908617169e-06,
"loss": 0.4191,
"step": 136
},
{
"epoch": 4.151515151515151,
"grad_norm": 0.5387261802907803,
"learning_rate": 8.56319634123092e-06,
"loss": 0.422,
"step": 137
},
{
"epoch": 4.181818181818182,
"grad_norm": 0.4309658522579619,
"learning_rate": 8.413174535437486e-06,
"loss": 0.4106,
"step": 138
},
{
"epoch": 4.212121212121212,
"grad_norm": 0.5246341763714903,
"learning_rate": 8.263518223330698e-06,
"loss": 0.4288,
"step": 139
},
{
"epoch": 4.242424242424242,
"grad_norm": 0.44678572175146675,
"learning_rate": 8.114261875265643e-06,
"loss": 0.4174,
"step": 140
},
{
"epoch": 4.2727272727272725,
"grad_norm": 0.41094038943781347,
"learning_rate": 7.965439869473664e-06,
"loss": 0.4077,
"step": 141
},
{
"epoch": 4.303030303030303,
"grad_norm": 0.40324815976350814,
"learning_rate": 7.817086484143987e-06,
"loss": 0.4168,
"step": 142
},
{
"epoch": 4.333333333333333,
"grad_norm": 0.4677095167961872,
"learning_rate": 7.669235889528436e-06,
"loss": 0.4228,
"step": 143
},
{
"epoch": 4.363636363636363,
"grad_norm": 0.4231620470214181,
"learning_rate": 7.521922140071003e-06,
"loss": 0.406,
"step": 144
},
{
"epoch": 4.393939393939394,
"grad_norm": 0.38472876180976645,
"learning_rate": 7.375179166564062e-06,
"loss": 0.419,
"step": 145
},
{
"epoch": 4.424242424242424,
"grad_norm": 0.39815218699138305,
"learning_rate": 7.2290407683331154e-06,
"loss": 0.4217,
"step": 146
},
{
"epoch": 4.454545454545454,
"grad_norm": 0.38973334842621504,
"learning_rate": 7.0835406054517505e-06,
"loss": 0.407,
"step": 147
},
{
"epoch": 4.484848484848484,
"grad_norm": 0.357129065814448,
"learning_rate": 6.93871219098876e-06,
"loss": 0.4161,
"step": 148
},
{
"epoch": 4.515151515151516,
"grad_norm": 0.37574480732292936,
"learning_rate": 6.79458888328903e-06,
"loss": 0.4127,
"step": 149
},
{
"epoch": 4.545454545454545,
"grad_norm": 0.4304590573047278,
"learning_rate": 6.651203878290139e-06,
"loss": 0.4136,
"step": 150
},
{
"epoch": 4.575757575757576,
"grad_norm": 0.37455970862907545,
"learning_rate": 6.508590201876317e-06,
"loss": 0.4126,
"step": 151
},
{
"epoch": 4.606060606060606,
"grad_norm": 0.35140746880501045,
"learning_rate": 6.366780702271589e-06,
"loss": 0.402,
"step": 152
},
{
"epoch": 4.636363636363637,
"grad_norm": 0.35468098669148884,
"learning_rate": 6.225808042473857e-06,
"loss": 0.4148,
"step": 153
},
{
"epoch": 4.666666666666667,
"grad_norm": 0.35870638919737535,
"learning_rate": 6.085704692731609e-06,
"loss": 0.4173,
"step": 154
},
{
"epoch": 4.696969696969697,
"grad_norm": 0.3404383800514381,
"learning_rate": 5.946502923065054e-06,
"loss": 0.4148,
"step": 155
},
{
"epoch": 4.7272727272727275,
"grad_norm": 0.3414680860961153,
"learning_rate": 5.8082347958333625e-06,
"loss": 0.4187,
"step": 156
},
{
"epoch": 4.757575757575758,
"grad_norm": 0.3612773359243806,
"learning_rate": 5.670932158349732e-06,
"loss": 0.4156,
"step": 157
},
{
"epoch": 4.787878787878788,
"grad_norm": 0.3455389798706968,
"learning_rate": 5.534626635546e-06,
"loss": 0.4121,
"step": 158
},
{
"epoch": 4.818181818181818,
"grad_norm": 0.3469521902127527,
"learning_rate": 5.399349622688479e-06,
"loss": 0.42,
"step": 159
},
{
"epoch": 4.848484848484849,
"grad_norm": 0.3287731553618517,
"learning_rate": 5.2651322781466606e-06,
"loss": 0.4236,
"step": 160
},
{
"epoch": 4.878787878787879,
"grad_norm": 0.3271765785486276,
"learning_rate": 5.132005516216512e-06,
"loss": 0.4135,
"step": 161
},
{
"epoch": 4.909090909090909,
"grad_norm": 0.31239522699154915,
"learning_rate": 5.000000000000003e-06,
"loss": 0.4097,
"step": 162
},
{
"epoch": 4.9393939393939394,
"grad_norm": 0.3156681272030559,
"learning_rate": 4.869146134342426e-06,
"loss": 0.3954,
"step": 163
},
{
"epoch": 4.96969696969697,
"grad_norm": 0.36382188933769277,
"learning_rate": 4.739474058829288e-06,
"loss": 0.4229,
"step": 164
},
{
"epoch": 5.0,
"grad_norm": 0.34045399086841477,
"learning_rate": 4.611013640844245e-06,
"loss": 0.4149,
"step": 165
},
{
"epoch": 5.03030303030303,
"grad_norm": 0.5044756046722096,
"learning_rate": 4.483794468689728e-06,
"loss": 0.3844,
"step": 166
},
{
"epoch": 5.0606060606060606,
"grad_norm": 0.41237791230202236,
"learning_rate": 4.357845844771881e-06,
"loss": 0.3671,
"step": 167
},
{
"epoch": 5.090909090909091,
"grad_norm": 0.34955916182422403,
"learning_rate": 4.2331967788513295e-06,
"loss": 0.373,
"step": 168
},
{
"epoch": 5.121212121212121,
"grad_norm": 0.4438250960546701,
"learning_rate": 4.109875981361363e-06,
"loss": 0.3564,
"step": 169
},
{
"epoch": 5.151515151515151,
"grad_norm": 0.5378833215453719,
"learning_rate": 3.987911856795047e-06,
"loss": 0.3675,
"step": 170
},
{
"epoch": 5.181818181818182,
"grad_norm": 0.42285744976151174,
"learning_rate": 3.867332497162836e-06,
"loss": 0.3746,
"step": 171
},
{
"epoch": 5.212121212121212,
"grad_norm": 0.3830432468541377,
"learning_rate": 3.748165675522113e-06,
"loss": 0.3703,
"step": 172
},
{
"epoch": 5.242424242424242,
"grad_norm": 0.3858055962114919,
"learning_rate": 3.630438839580217e-06,
"loss": 0.3783,
"step": 173
},
{
"epoch": 5.2727272727272725,
"grad_norm": 0.3917855532263057,
"learning_rate": 3.5141791053724405e-06,
"loss": 0.3592,
"step": 174
},
{
"epoch": 5.303030303030303,
"grad_norm": 0.419316148500706,
"learning_rate": 3.399413251016359e-06,
"loss": 0.3706,
"step": 175
},
{
"epoch": 5.333333333333333,
"grad_norm": 0.38280771968727684,
"learning_rate": 3.2861677105440335e-06,
"loss": 0.369,
"step": 176
},
{
"epoch": 5.363636363636363,
"grad_norm": 0.37161552848703766,
"learning_rate": 3.174468567813461e-06,
"loss": 0.3683,
"step": 177
},
{
"epoch": 5.393939393939394,
"grad_norm": 0.3839626609743638,
"learning_rate": 3.0643415505006733e-06,
"loss": 0.373,
"step": 178
},
{
"epoch": 5.424242424242424,
"grad_norm": 0.3737777443133059,
"learning_rate": 2.9558120241738786e-06,
"loss": 0.3751,
"step": 179
},
{
"epoch": 5.454545454545454,
"grad_norm": 0.3699742548934759,
"learning_rate": 2.8489049864510053e-06,
"loss": 0.3705,
"step": 180
},
{
"epoch": 5.484848484848484,
"grad_norm": 0.3621054260712193,
"learning_rate": 2.7436450612420098e-06,
"loss": 0.3692,
"step": 181
},
{
"epoch": 5.515151515151516,
"grad_norm": 0.36441907661210643,
"learning_rate": 2.640056493077231e-06,
"loss": 0.3767,
"step": 182
},
{
"epoch": 5.545454545454545,
"grad_norm": 0.34402215120323093,
"learning_rate": 2.5381631415231455e-06,
"loss": 0.3759,
"step": 183
},
{
"epoch": 5.575757575757576,
"grad_norm": 0.32795833240845856,
"learning_rate": 2.4379884756868167e-06,
"loss": 0.3789,
"step": 184
},
{
"epoch": 5.606060606060606,
"grad_norm": 0.32215801470209426,
"learning_rate": 2.339555568810221e-06,
"loss": 0.3711,
"step": 185
},
{
"epoch": 5.636363636363637,
"grad_norm": 0.33932527796232764,
"learning_rate": 2.2428870929558012e-06,
"loss": 0.3806,
"step": 186
},
{
"epoch": 5.666666666666667,
"grad_norm": 0.33010171544059436,
"learning_rate": 2.1480053137844115e-06,
"loss": 0.3793,
"step": 187
},
{
"epoch": 5.696969696969697,
"grad_norm": 0.3347552964327516,
"learning_rate": 2.054932085426856e-06,
"loss": 0.388,
"step": 188
},
{
"epoch": 5.7272727272727275,
"grad_norm": 0.30073887916372427,
"learning_rate": 1.963688845450218e-06,
"loss": 0.3744,
"step": 189
},
{
"epoch": 5.757575757575758,
"grad_norm": 0.3131014609633843,
"learning_rate": 1.8742966099201699e-06,
"loss": 0.3641,
"step": 190
},
{
"epoch": 5.787878787878788,
"grad_norm": 0.3325293489769436,
"learning_rate": 1.7867759685603115e-06,
"loss": 0.3624,
"step": 191
},
{
"epoch": 5.818181818181818,
"grad_norm": 0.30487109929123163,
"learning_rate": 1.7011470800097496e-06,
"loss": 0.3752,
"step": 192
},
{
"epoch": 5.848484848484849,
"grad_norm": 0.2984494414418286,
"learning_rate": 1.6174296671799571e-06,
"loss": 0.3569,
"step": 193
},
{
"epoch": 5.878787878787879,
"grad_norm": 0.30215385875684886,
"learning_rate": 1.5356430127119915e-06,
"loss": 0.3644,
"step": 194
},
{
"epoch": 5.909090909090909,
"grad_norm": 0.2944822474056789,
"learning_rate": 1.4558059545351144e-06,
"loss": 0.3733,
"step": 195
},
{
"epoch": 5.9393939393939394,
"grad_norm": 0.2901537050818472,
"learning_rate": 1.3779368815278648e-06,
"loss": 0.3736,
"step": 196
},
{
"epoch": 5.96969696969697,
"grad_norm": 0.3021704491376866,
"learning_rate": 1.302053729282533e-06,
"loss": 0.3587,
"step": 197
},
{
"epoch": 6.0,
"grad_norm": 0.33659568526850164,
"learning_rate": 1.2281739759740575e-06,
"loss": 0.374,
"step": 198
},
{
"epoch": 6.03030303030303,
"grad_norm": 0.3961446442740241,
"learning_rate": 1.156314638334277e-06,
"loss": 0.3456,
"step": 199
},
{
"epoch": 6.0606060606060606,
"grad_norm": 0.3578301159030496,
"learning_rate": 1.086492267732462e-06,
"loss": 0.3346,
"step": 200
},
{
"epoch": 6.090909090909091,
"grad_norm": 0.32368117334038604,
"learning_rate": 1.01872294636304e-06,
"loss": 0.3551,
"step": 201
},
{
"epoch": 6.121212121212121,
"grad_norm": 0.30832624564558136,
"learning_rate": 9.530222835413739e-07,
"loss": 0.3485,
"step": 202
},
{
"epoch": 6.151515151515151,
"grad_norm": 0.3084039883834137,
"learning_rate": 8.894054121084839e-07,
"loss": 0.3435,
"step": 203
},
{
"epoch": 6.181818181818182,
"grad_norm": 0.3022004078228386,
"learning_rate": 8.278869849454718e-07,
"loss": 0.3489,
"step": 204
},
{
"epoch": 6.212121212121212,
"grad_norm": 0.3351879674470543,
"learning_rate": 7.684811715985429e-07,
"loss": 0.3423,
"step": 205
},
{
"epoch": 6.242424242424242,
"grad_norm": 0.3223254087806397,
"learning_rate": 7.1120165501533e-07,
"loss": 0.3576,
"step": 206
},
{
"epoch": 6.2727272727272725,
"grad_norm": 0.3249796694501032,
"learning_rate": 6.560616283932897e-07,
"loss": 0.3596,
"step": 207
},
{
"epoch": 6.303030303030303,
"grad_norm": 0.3383471916015826,
"learning_rate": 6.030737921409169e-07,
"loss": 0.3579,
"step": 208
},
{
"epoch": 6.333333333333333,
"grad_norm": 0.3210379088186702,
"learning_rate": 5.522503509524591e-07,
"loss": 0.3473,
"step": 209
},
{
"epoch": 6.363636363636363,
"grad_norm": 0.32482561399174104,
"learning_rate": 5.036030109968082e-07,
"loss": 0.3467,
"step": 210
},
{
"epoch": 6.393939393939394,
"grad_norm": 0.29307954683423065,
"learning_rate": 4.5714297722121105e-07,
"loss": 0.349,
"step": 211
},
{
"epoch": 6.424242424242424,
"grad_norm": 0.28564159916131726,
"learning_rate": 4.128809507704445e-07,
"loss": 0.3458,
"step": 212
},
{
"epoch": 6.454545454545454,
"grad_norm": 0.2794555238624641,
"learning_rate": 3.708271265220087e-07,
"loss": 0.3478,
"step": 213
},
{
"epoch": 6.484848484848484,
"grad_norm": 0.2739868217444457,
"learning_rate": 3.309911907379393e-07,
"loss": 0.3588,
"step": 214
},
{
"epoch": 6.515151515151516,
"grad_norm": 0.29345881187170175,
"learning_rate": 2.9338231883378365e-07,
"loss": 0.3528,
"step": 215
},
{
"epoch": 6.545454545454545,
"grad_norm": 0.30010189778050617,
"learning_rate": 2.5800917326521013e-07,
"loss": 0.3544,
"step": 216
},
{
"epoch": 6.575757575757576,
"grad_norm": 0.28752501262154156,
"learning_rate": 2.248799015327907e-07,
"loss": 0.3378,
"step": 217
},
{
"epoch": 6.606060606060606,
"grad_norm": 0.3072149247627371,
"learning_rate": 1.9400213430538773e-07,
"loss": 0.336,
"step": 218
},
{
"epoch": 6.636363636363637,
"grad_norm": 0.2713972189812151,
"learning_rate": 1.6538298366257975e-07,
"loss": 0.3443,
"step": 219
},
{
"epoch": 6.666666666666667,
"grad_norm": 0.2954197120252145,
"learning_rate": 1.3902904145653094e-07,
"loss": 0.3542,
"step": 220
},
{
"epoch": 6.696969696969697,
"grad_norm": 0.28950931222260234,
"learning_rate": 1.1494637779369766e-07,
"loss": 0.3524,
"step": 221
},
{
"epoch": 6.7272727272727275,
"grad_norm": 0.2751344749931131,
"learning_rate": 9.314053963669245e-08,
"loss": 0.3538,
"step": 222
},
{
"epoch": 6.757575757575758,
"grad_norm": 0.30131842899827077,
"learning_rate": 7.361654952665608e-08,
"loss": 0.335,
"step": 223
},
{
"epoch": 6.787878787878788,
"grad_norm": 0.27821946794035596,
"learning_rate": 5.637890442641403e-08,
"loss": 0.3757,
"step": 224
},
{
"epoch": 6.818181818181818,
"grad_norm": 0.27764319306193624,
"learning_rate": 4.143157468468717e-08,
"loss": 0.3583,
"step": 225
},
{
"epoch": 6.848484848484849,
"grad_norm": 0.3249780204193289,
"learning_rate": 2.8778003121607834e-08,
"loss": 0.3441,
"step": 226
},
{
"epoch": 6.878787878787879,
"grad_norm": 0.2852587967210579,
"learning_rate": 1.8421104235727406e-08,
"loss": 0.3502,
"step": 227
},
{
"epoch": 6.909090909090909,
"grad_norm": 0.28096930566095124,
"learning_rate": 1.0363263532724433e-08,
"loss": 0.3478,
"step": 228
},
{
"epoch": 6.9393939393939394,
"grad_norm": 0.2910326513319612,
"learning_rate": 4.606336975948589e-09,
"loss": 0.3506,
"step": 229
},
{
"epoch": 6.96969696969697,
"grad_norm": 0.2693333849629141,
"learning_rate": 1.1516505589381777e-09,
"loss": 0.3536,
"step": 230
},
{
"epoch": 7.0,
"grad_norm": 0.2762734213295961,
"learning_rate": 0.0,
"loss": 0.3553,
"step": 231
},
{
"epoch": 7.0,
"step": 231,
"total_flos": 6.488329161885614e+17,
"train_loss": 0.511818146808839,
"train_runtime": 8828.5494,
"train_samples_per_second": 2.506,
"train_steps_per_second": 0.026
}
],
"logging_steps": 1,
"max_steps": 231,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 6.488329161885614e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}