no_pipeline_3k / trainer_state.json
neginr's picture
End of training
d6c3ac4 verified
{
"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": 7.664393449160768,
"learning_rate": 8.333333333333333e-07,
"loss": 1.1182,
"step": 1
},
{
"epoch": 0.06060606060606061,
"grad_norm": 6.8397192039989365,
"learning_rate": 1.6666666666666667e-06,
"loss": 1.08,
"step": 2
},
{
"epoch": 0.09090909090909091,
"grad_norm": 6.9847483234923455,
"learning_rate": 2.5e-06,
"loss": 1.0667,
"step": 3
},
{
"epoch": 0.12121212121212122,
"grad_norm": 6.369759762749378,
"learning_rate": 3.3333333333333333e-06,
"loss": 1.1114,
"step": 4
},
{
"epoch": 0.15151515151515152,
"grad_norm": 5.523424082900236,
"learning_rate": 4.166666666666667e-06,
"loss": 1.098,
"step": 5
},
{
"epoch": 0.18181818181818182,
"grad_norm": 3.0376044926238,
"learning_rate": 5e-06,
"loss": 0.9639,
"step": 6
},
{
"epoch": 0.21212121212121213,
"grad_norm": 2.586825356379709,
"learning_rate": 5.833333333333334e-06,
"loss": 0.9554,
"step": 7
},
{
"epoch": 0.24242424242424243,
"grad_norm": 3.6367518268416537,
"learning_rate": 6.666666666666667e-06,
"loss": 0.9294,
"step": 8
},
{
"epoch": 0.2727272727272727,
"grad_norm": 3.697168705151131,
"learning_rate": 7.500000000000001e-06,
"loss": 0.9616,
"step": 9
},
{
"epoch": 0.30303030303030304,
"grad_norm": 3.7564848723722313,
"learning_rate": 8.333333333333334e-06,
"loss": 0.8989,
"step": 10
},
{
"epoch": 0.3333333333333333,
"grad_norm": 3.459713399168143,
"learning_rate": 9.166666666666666e-06,
"loss": 0.8653,
"step": 11
},
{
"epoch": 0.36363636363636365,
"grad_norm": 3.088988952445496,
"learning_rate": 1e-05,
"loss": 0.8643,
"step": 12
},
{
"epoch": 0.3939393939393939,
"grad_norm": 2.58433403944635,
"learning_rate": 1.0833333333333334e-05,
"loss": 0.8659,
"step": 13
},
{
"epoch": 0.42424242424242425,
"grad_norm": 2.336425108200707,
"learning_rate": 1.1666666666666668e-05,
"loss": 0.8524,
"step": 14
},
{
"epoch": 0.45454545454545453,
"grad_norm": 2.6510425625906238,
"learning_rate": 1.25e-05,
"loss": 0.8494,
"step": 15
},
{
"epoch": 0.48484848484848486,
"grad_norm": 2.694382062720332,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.8016,
"step": 16
},
{
"epoch": 0.5151515151515151,
"grad_norm": 1.9687607197834662,
"learning_rate": 1.416666666666667e-05,
"loss": 0.759,
"step": 17
},
{
"epoch": 0.5454545454545454,
"grad_norm": 2.033487518841393,
"learning_rate": 1.5000000000000002e-05,
"loss": 0.7688,
"step": 18
},
{
"epoch": 0.5757575757575758,
"grad_norm": 1.9021423014168446,
"learning_rate": 1.5833333333333333e-05,
"loss": 0.7663,
"step": 19
},
{
"epoch": 0.6060606060606061,
"grad_norm": 1.3654012966074662,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.7822,
"step": 20
},
{
"epoch": 0.6363636363636364,
"grad_norm": 1.377840889866603,
"learning_rate": 1.7500000000000002e-05,
"loss": 0.7701,
"step": 21
},
{
"epoch": 0.6666666666666666,
"grad_norm": 1.1868797945575211,
"learning_rate": 1.8333333333333333e-05,
"loss": 0.7546,
"step": 22
},
{
"epoch": 0.696969696969697,
"grad_norm": 1.1600210957594432,
"learning_rate": 1.916666666666667e-05,
"loss": 0.751,
"step": 23
},
{
"epoch": 0.7272727272727273,
"grad_norm": 1.1113263950821217,
"learning_rate": 2e-05,
"loss": 0.7522,
"step": 24
},
{
"epoch": 0.7575757575757576,
"grad_norm": 0.9755768173886403,
"learning_rate": 1.999884834944106e-05,
"loss": 0.7728,
"step": 25
},
{
"epoch": 0.7878787878787878,
"grad_norm": 1.0491773298145084,
"learning_rate": 1.9995393663024054e-05,
"loss": 0.7668,
"step": 26
},
{
"epoch": 0.8181818181818182,
"grad_norm": 0.8916975646778106,
"learning_rate": 1.9989636736467278e-05,
"loss": 0.7392,
"step": 27
},
{
"epoch": 0.8484848484848485,
"grad_norm": 0.8481134167269097,
"learning_rate": 1.9981578895764272e-05,
"loss": 0.7944,
"step": 28
},
{
"epoch": 0.8787878787878788,
"grad_norm": 0.9111917695542912,
"learning_rate": 1.9971221996878395e-05,
"loss": 0.7244,
"step": 29
},
{
"epoch": 0.9090909090909091,
"grad_norm": 0.8184437024373057,
"learning_rate": 1.9958568425315316e-05,
"loss": 0.7645,
"step": 30
},
{
"epoch": 0.9393939393939394,
"grad_norm": 0.802838678644513,
"learning_rate": 1.9943621095573588e-05,
"loss": 0.7673,
"step": 31
},
{
"epoch": 0.9696969696969697,
"grad_norm": 0.8006470216904298,
"learning_rate": 1.9926383450473344e-05,
"loss": 0.7154,
"step": 32
},
{
"epoch": 1.0,
"grad_norm": 0.837577801370185,
"learning_rate": 1.9906859460363307e-05,
"loss": 0.744,
"step": 33
},
{
"epoch": 1.0303030303030303,
"grad_norm": 0.8788290619470983,
"learning_rate": 1.9885053622206305e-05,
"loss": 0.6342,
"step": 34
},
{
"epoch": 1.0606060606060606,
"grad_norm": 0.7680508761273809,
"learning_rate": 1.986097095854347e-05,
"loss": 0.589,
"step": 35
},
{
"epoch": 1.0909090909090908,
"grad_norm": 0.6965668959919553,
"learning_rate": 1.9834617016337424e-05,
"loss": 0.598,
"step": 36
},
{
"epoch": 1.121212121212121,
"grad_norm": 0.7480432201738144,
"learning_rate": 1.9805997865694616e-05,
"loss": 0.6216,
"step": 37
},
{
"epoch": 1.1515151515151516,
"grad_norm": 0.742483855360199,
"learning_rate": 1.9775120098467212e-05,
"loss": 0.5776,
"step": 38
},
{
"epoch": 1.1818181818181819,
"grad_norm": 0.7986004967815837,
"learning_rate": 1.9741990826734793e-05,
"loss": 0.5696,
"step": 39
},
{
"epoch": 1.2121212121212122,
"grad_norm": 0.7664130855503278,
"learning_rate": 1.970661768116622e-05,
"loss": 0.609,
"step": 40
},
{
"epoch": 1.2424242424242424,
"grad_norm": 0.843867335966922,
"learning_rate": 1.9669008809262064e-05,
"loss": 0.5789,
"step": 41
},
{
"epoch": 1.2727272727272727,
"grad_norm": 0.7559987969483992,
"learning_rate": 1.9629172873477995e-05,
"loss": 0.5888,
"step": 42
},
{
"epoch": 1.303030303030303,
"grad_norm": 0.7825069327775015,
"learning_rate": 1.9587119049229558e-05,
"loss": 0.573,
"step": 43
},
{
"epoch": 1.3333333333333333,
"grad_norm": 0.764435652973946,
"learning_rate": 1.954285702277879e-05,
"loss": 0.6057,
"step": 44
},
{
"epoch": 1.3636363636363638,
"grad_norm": 0.8416247176458859,
"learning_rate": 1.9496396989003195e-05,
"loss": 0.5763,
"step": 45
},
{
"epoch": 1.393939393939394,
"grad_norm": 0.8411450442338159,
"learning_rate": 1.944774964904754e-05,
"loss": 0.5724,
"step": 46
},
{
"epoch": 1.4242424242424243,
"grad_norm": 58.85300762641492,
"learning_rate": 1.9396926207859085e-05,
"loss": 0.6045,
"step": 47
},
{
"epoch": 1.4545454545454546,
"grad_norm": 0.989513487513671,
"learning_rate": 1.9343938371606714e-05,
"loss": 0.5425,
"step": 48
},
{
"epoch": 1.4848484848484849,
"grad_norm": 0.7660144458659521,
"learning_rate": 1.9288798344984673e-05,
"loss": 0.5815,
"step": 49
},
{
"epoch": 1.5151515151515151,
"grad_norm": 0.7996308078769786,
"learning_rate": 1.9231518828401458e-05,
"loss": 0.5741,
"step": 50
},
{
"epoch": 1.5454545454545454,
"grad_norm": 0.7421870124694202,
"learning_rate": 1.917211301505453e-05,
"loss": 0.5497,
"step": 51
},
{
"epoch": 1.5757575757575757,
"grad_norm": 0.7174748006849765,
"learning_rate": 1.911059458789152e-05,
"loss": 0.5881,
"step": 52
},
{
"epoch": 1.606060606060606,
"grad_norm": 0.7218164041816885,
"learning_rate": 1.9046977716458627e-05,
"loss": 0.5714,
"step": 53
},
{
"epoch": 1.6363636363636362,
"grad_norm": 0.7219084796232362,
"learning_rate": 1.8981277053636963e-05,
"loss": 0.5762,
"step": 54
},
{
"epoch": 1.6666666666666665,
"grad_norm": 0.6669987521807462,
"learning_rate": 1.891350773226754e-05,
"loss": 0.5246,
"step": 55
},
{
"epoch": 1.696969696969697,
"grad_norm": 0.7887668785965309,
"learning_rate": 1.8843685361665724e-05,
"loss": 0.585,
"step": 56
},
{
"epoch": 1.7272727272727273,
"grad_norm": 0.8068988167466868,
"learning_rate": 1.8771826024025944e-05,
"loss": 0.5755,
"step": 57
},
{
"epoch": 1.7575757575757576,
"grad_norm": 0.7977045147813666,
"learning_rate": 1.8697946270717468e-05,
"loss": 0.5949,
"step": 58
},
{
"epoch": 1.7878787878787878,
"grad_norm": 0.8046590769844791,
"learning_rate": 1.8622063118472135e-05,
"loss": 0.5686,
"step": 59
},
{
"epoch": 1.8181818181818183,
"grad_norm": 0.7228155425388395,
"learning_rate": 1.8544194045464888e-05,
"loss": 0.5751,
"step": 60
},
{
"epoch": 1.8484848484848486,
"grad_norm": 0.7343783239370106,
"learning_rate": 1.8464356987288012e-05,
"loss": 0.5288,
"step": 61
},
{
"epoch": 1.878787878787879,
"grad_norm": 0.7603317442003767,
"learning_rate": 1.8382570332820045e-05,
"loss": 0.5329,
"step": 62
},
{
"epoch": 1.9090909090909092,
"grad_norm": 0.7402203807135053,
"learning_rate": 1.8298852919990254e-05,
"loss": 0.585,
"step": 63
},
{
"epoch": 1.9393939393939394,
"grad_norm": 0.7448765178073259,
"learning_rate": 1.821322403143969e-05,
"loss": 0.5313,
"step": 64
},
{
"epoch": 1.9696969696969697,
"grad_norm": 0.8414943725942962,
"learning_rate": 1.812570339007983e-05,
"loss": 0.5628,
"step": 65
},
{
"epoch": 2.0,
"grad_norm": 0.6613338086533583,
"learning_rate": 1.8036311154549783e-05,
"loss": 0.549,
"step": 66
},
{
"epoch": 2.0303030303030303,
"grad_norm": 0.9910169384083473,
"learning_rate": 1.7945067914573147e-05,
"loss": 0.4305,
"step": 67
},
{
"epoch": 2.0606060606060606,
"grad_norm": 0.8198864215264449,
"learning_rate": 1.7851994686215592e-05,
"loss": 0.4309,
"step": 68
},
{
"epoch": 2.090909090909091,
"grad_norm": 0.8334247414220182,
"learning_rate": 1.77571129070442e-05,
"loss": 0.3827,
"step": 69
},
{
"epoch": 2.121212121212121,
"grad_norm": 0.6647544802335993,
"learning_rate": 1.766044443118978e-05,
"loss": 0.4468,
"step": 70
},
{
"epoch": 2.1515151515151514,
"grad_norm": 0.7755056316754402,
"learning_rate": 1.7562011524313187e-05,
"loss": 0.418,
"step": 71
},
{
"epoch": 2.1818181818181817,
"grad_norm": 0.7361621818580593,
"learning_rate": 1.7461836858476858e-05,
"loss": 0.4142,
"step": 72
},
{
"epoch": 2.212121212121212,
"grad_norm": 0.7283076300282773,
"learning_rate": 1.7359943506922775e-05,
"loss": 0.4257,
"step": 73
},
{
"epoch": 2.242424242424242,
"grad_norm": 0.6589685200571774,
"learning_rate": 1.725635493875799e-05,
"loss": 0.3462,
"step": 74
},
{
"epoch": 2.2727272727272725,
"grad_norm": 0.6310713769774094,
"learning_rate": 1.7151095013548996e-05,
"loss": 0.3726,
"step": 75
},
{
"epoch": 2.303030303030303,
"grad_norm": 0.6321052067014651,
"learning_rate": 1.7044187975826126e-05,
"loss": 0.4045,
"step": 76
},
{
"epoch": 2.3333333333333335,
"grad_norm": 0.5974858261461334,
"learning_rate": 1.693565844949933e-05,
"loss": 0.3586,
"step": 77
},
{
"epoch": 2.3636363636363638,
"grad_norm": 0.7547514178459003,
"learning_rate": 1.6825531432186545e-05,
"loss": 0.4155,
"step": 78
},
{
"epoch": 2.393939393939394,
"grad_norm": 0.6731605329468637,
"learning_rate": 1.671383228945597e-05,
"loss": 0.397,
"step": 79
},
{
"epoch": 2.4242424242424243,
"grad_norm": 0.6077791209818072,
"learning_rate": 1.6600586748983642e-05,
"loss": 0.3694,
"step": 80
},
{
"epoch": 2.4545454545454546,
"grad_norm": 0.6686590129987983,
"learning_rate": 1.648582089462756e-05,
"loss": 0.4216,
"step": 81
},
{
"epoch": 2.484848484848485,
"grad_norm": 0.642133639309677,
"learning_rate": 1.6369561160419783e-05,
"loss": 0.3635,
"step": 82
},
{
"epoch": 2.515151515151515,
"grad_norm": 0.7043055854005518,
"learning_rate": 1.625183432447789e-05,
"loss": 0.4006,
"step": 83
},
{
"epoch": 2.5454545454545454,
"grad_norm": 0.6929964167577031,
"learning_rate": 1.6132667502837164e-05,
"loss": 0.3794,
"step": 84
},
{
"epoch": 2.5757575757575757,
"grad_norm": 0.7477023331840109,
"learning_rate": 1.6012088143204953e-05,
"loss": 0.4149,
"step": 85
},
{
"epoch": 2.606060606060606,
"grad_norm": 0.6053848977683766,
"learning_rate": 1.589012401863864e-05,
"loss": 0.3685,
"step": 86
},
{
"epoch": 2.6363636363636362,
"grad_norm": 0.6987805424721913,
"learning_rate": 1.5766803221148676e-05,
"loss": 0.3774,
"step": 87
},
{
"epoch": 2.6666666666666665,
"grad_norm": 0.6522340734117946,
"learning_rate": 1.5642154155228124e-05,
"loss": 0.3713,
"step": 88
},
{
"epoch": 2.6969696969696972,
"grad_norm": 0.6243591268202322,
"learning_rate": 1.5516205531310272e-05,
"loss": 0.3843,
"step": 89
},
{
"epoch": 2.7272727272727275,
"grad_norm": 0.6729764888407868,
"learning_rate": 1.538898635915576e-05,
"loss": 0.4195,
"step": 90
},
{
"epoch": 2.757575757575758,
"grad_norm": 0.6367288137397891,
"learning_rate": 1.526052594117071e-05,
"loss": 0.3839,
"step": 91
},
{
"epoch": 2.787878787878788,
"grad_norm": 0.6219557556210868,
"learning_rate": 1.513085386565758e-05,
"loss": 0.4001,
"step": 92
},
{
"epoch": 2.8181818181818183,
"grad_norm": 0.6995782551314211,
"learning_rate": 1.5000000000000002e-05,
"loss": 0.3711,
"step": 93
},
{
"epoch": 2.8484848484848486,
"grad_norm": 0.6206524418283439,
"learning_rate": 1.4867994483783485e-05,
"loss": 0.3885,
"step": 94
},
{
"epoch": 2.878787878787879,
"grad_norm": 0.6034110513686886,
"learning_rate": 1.4734867721853341e-05,
"loss": 0.3662,
"step": 95
},
{
"epoch": 2.909090909090909,
"grad_norm": 0.6117772819381968,
"learning_rate": 1.4600650377311523e-05,
"loss": 0.3784,
"step": 96
},
{
"epoch": 2.9393939393939394,
"grad_norm": 0.6459508908856219,
"learning_rate": 1.4465373364454001e-05,
"loss": 0.3825,
"step": 97
},
{
"epoch": 2.9696969696969697,
"grad_norm": 0.6121870346418952,
"learning_rate": 1.4329067841650274e-05,
"loss": 0.3922,
"step": 98
},
{
"epoch": 3.0,
"grad_norm": 0.5945934088594842,
"learning_rate": 1.4191765204166643e-05,
"loss": 0.3662,
"step": 99
},
{
"epoch": 3.0303030303030303,
"grad_norm": 0.8099290156167358,
"learning_rate": 1.4053497076934948e-05,
"loss": 0.3415,
"step": 100
},
{
"epoch": 3.0606060606060606,
"grad_norm": 0.5150715052366444,
"learning_rate": 1.3914295307268396e-05,
"loss": 0.2791,
"step": 101
},
{
"epoch": 3.090909090909091,
"grad_norm": 0.7797992886476148,
"learning_rate": 1.3774191957526144e-05,
"loss": 0.2581,
"step": 102
},
{
"epoch": 3.121212121212121,
"grad_norm": 0.9278149908141471,
"learning_rate": 1.3633219297728415e-05,
"loss": 0.3015,
"step": 103
},
{
"epoch": 3.1515151515151514,
"grad_norm": 0.5714507590633585,
"learning_rate": 1.3491409798123687e-05,
"loss": 0.2568,
"step": 104
},
{
"epoch": 3.1818181818181817,
"grad_norm": 0.7549149907792995,
"learning_rate": 1.3348796121709862e-05,
"loss": 0.2676,
"step": 105
},
{
"epoch": 3.212121212121212,
"grad_norm": 0.6472558289271755,
"learning_rate": 1.3205411116710973e-05,
"loss": 0.2752,
"step": 106
},
{
"epoch": 3.242424242424242,
"grad_norm": 0.5633279307573167,
"learning_rate": 1.3061287809011243e-05,
"loss": 0.2739,
"step": 107
},
{
"epoch": 3.2727272727272725,
"grad_norm": 0.5785396190291751,
"learning_rate": 1.291645939454825e-05,
"loss": 0.2738,
"step": 108
},
{
"epoch": 3.303030303030303,
"grad_norm": 0.6230402986042578,
"learning_rate": 1.277095923166689e-05,
"loss": 0.2864,
"step": 109
},
{
"epoch": 3.3333333333333335,
"grad_norm": 0.5800228026086771,
"learning_rate": 1.2624820833435939e-05,
"loss": 0.2708,
"step": 110
},
{
"epoch": 3.3636363636363638,
"grad_norm": 0.5536822867762624,
"learning_rate": 1.2478077859929e-05,
"loss": 0.2559,
"step": 111
},
{
"epoch": 3.393939393939394,
"grad_norm": 0.5760656027333697,
"learning_rate": 1.2330764110471567e-05,
"loss": 0.2823,
"step": 112
},
{
"epoch": 3.4242424242424243,
"grad_norm": 0.5543164962740332,
"learning_rate": 1.2182913515856016e-05,
"loss": 0.2958,
"step": 113
},
{
"epoch": 3.4545454545454546,
"grad_norm": 0.5598002501612586,
"learning_rate": 1.2034560130526341e-05,
"loss": 0.2762,
"step": 114
},
{
"epoch": 3.484848484848485,
"grad_norm": 0.5427601594632117,
"learning_rate": 1.1885738124734359e-05,
"loss": 0.2869,
"step": 115
},
{
"epoch": 3.515151515151515,
"grad_norm": 0.5533179623685557,
"learning_rate": 1.1736481776669307e-05,
"loss": 0.234,
"step": 116
},
{
"epoch": 3.5454545454545454,
"grad_norm": 0.5319723931816306,
"learning_rate": 1.1586825464562515e-05,
"loss": 0.2823,
"step": 117
},
{
"epoch": 3.5757575757575757,
"grad_norm": 0.5245724809469451,
"learning_rate": 1.1436803658769082e-05,
"loss": 0.3014,
"step": 118
},
{
"epoch": 3.606060606060606,
"grad_norm": 0.5411443507792344,
"learning_rate": 1.1286450913828313e-05,
"loss": 0.2687,
"step": 119
},
{
"epoch": 3.6363636363636362,
"grad_norm": 0.5163357572823526,
"learning_rate": 1.113580186050475e-05,
"loss": 0.2728,
"step": 120
},
{
"epoch": 3.6666666666666665,
"grad_norm": 0.5899283053322925,
"learning_rate": 1.0984891197811686e-05,
"loss": 0.2459,
"step": 121
},
{
"epoch": 3.6969696969696972,
"grad_norm": 0.5056828061425238,
"learning_rate": 1.0833753685018935e-05,
"loss": 0.271,
"step": 122
},
{
"epoch": 3.7272727272727275,
"grad_norm": 0.6052763785820251,
"learning_rate": 1.0682424133646712e-05,
"loss": 0.272,
"step": 123
},
{
"epoch": 3.757575757575758,
"grad_norm": 0.5637995961655816,
"learning_rate": 1.0530937399447496e-05,
"loss": 0.2672,
"step": 124
},
{
"epoch": 3.787878787878788,
"grad_norm": 0.5736363544698516,
"learning_rate": 1.0379328374377715e-05,
"loss": 0.2715,
"step": 125
},
{
"epoch": 3.8181818181818183,
"grad_norm": 0.4833069296671861,
"learning_rate": 1.0227631978561057e-05,
"loss": 0.2757,
"step": 126
},
{
"epoch": 3.8484848484848486,
"grad_norm": 0.5465310709540051,
"learning_rate": 1.0075883152245334e-05,
"loss": 0.2851,
"step": 127
},
{
"epoch": 3.878787878787879,
"grad_norm": 0.4792454780979557,
"learning_rate": 9.92411684775467e-06,
"loss": 0.2663,
"step": 128
},
{
"epoch": 3.909090909090909,
"grad_norm": 0.48912202932443005,
"learning_rate": 9.772368021438943e-06,
"loss": 0.2578,
"step": 129
},
{
"epoch": 3.9393939393939394,
"grad_norm": 0.4934070386848243,
"learning_rate": 9.620671625622287e-06,
"loss": 0.2745,
"step": 130
},
{
"epoch": 3.9696969696969697,
"grad_norm": 0.49899682718769883,
"learning_rate": 9.469062600552509e-06,
"loss": 0.2453,
"step": 131
},
{
"epoch": 4.0,
"grad_norm": 0.5112131493673205,
"learning_rate": 9.317575866353293e-06,
"loss": 0.2436,
"step": 132
},
{
"epoch": 4.03030303030303,
"grad_norm": 0.6504212910352821,
"learning_rate": 9.166246314981066e-06,
"loss": 0.187,
"step": 133
},
{
"epoch": 4.0606060606060606,
"grad_norm": 0.4705903819193525,
"learning_rate": 9.015108802188314e-06,
"loss": 0.2116,
"step": 134
},
{
"epoch": 4.090909090909091,
"grad_norm": 0.43306814721746406,
"learning_rate": 8.86419813949525e-06,
"loss": 0.21,
"step": 135
},
{
"epoch": 4.121212121212121,
"grad_norm": 0.5551013058456373,
"learning_rate": 8.71354908617169e-06,
"loss": 0.1871,
"step": 136
},
{
"epoch": 4.151515151515151,
"grad_norm": 0.7186068408401892,
"learning_rate": 8.56319634123092e-06,
"loss": 0.2082,
"step": 137
},
{
"epoch": 4.181818181818182,
"grad_norm": 0.5051811218960339,
"learning_rate": 8.413174535437486e-06,
"loss": 0.2214,
"step": 138
},
{
"epoch": 4.212121212121212,
"grad_norm": 0.5142092027697022,
"learning_rate": 8.263518223330698e-06,
"loss": 0.2175,
"step": 139
},
{
"epoch": 4.242424242424242,
"grad_norm": 0.5981256829736894,
"learning_rate": 8.114261875265643e-06,
"loss": 0.2101,
"step": 140
},
{
"epoch": 4.2727272727272725,
"grad_norm": 0.5019288468754832,
"learning_rate": 7.965439869473664e-06,
"loss": 0.1756,
"step": 141
},
{
"epoch": 4.303030303030303,
"grad_norm": 0.4439156615123574,
"learning_rate": 7.817086484143987e-06,
"loss": 0.1904,
"step": 142
},
{
"epoch": 4.333333333333333,
"grad_norm": 0.45895645378470623,
"learning_rate": 7.669235889528436e-06,
"loss": 0.1698,
"step": 143
},
{
"epoch": 4.363636363636363,
"grad_norm": 0.48011561168439476,
"learning_rate": 7.521922140071003e-06,
"loss": 0.1796,
"step": 144
},
{
"epoch": 4.393939393939394,
"grad_norm": 0.48925867980481696,
"learning_rate": 7.375179166564062e-06,
"loss": 0.1801,
"step": 145
},
{
"epoch": 4.424242424242424,
"grad_norm": 0.44138758840447456,
"learning_rate": 7.2290407683331154e-06,
"loss": 0.1703,
"step": 146
},
{
"epoch": 4.454545454545454,
"grad_norm": 0.4332510625214356,
"learning_rate": 7.0835406054517505e-06,
"loss": 0.2,
"step": 147
},
{
"epoch": 4.484848484848484,
"grad_norm": 0.463874000428395,
"learning_rate": 6.93871219098876e-06,
"loss": 0.2049,
"step": 148
},
{
"epoch": 4.515151515151516,
"grad_norm": 0.43649644239555635,
"learning_rate": 6.79458888328903e-06,
"loss": 0.1961,
"step": 149
},
{
"epoch": 4.545454545454545,
"grad_norm": 0.42871805529474544,
"learning_rate": 6.651203878290139e-06,
"loss": 0.1895,
"step": 150
},
{
"epoch": 4.575757575757576,
"grad_norm": 0.442897745275202,
"learning_rate": 6.508590201876317e-06,
"loss": 0.2183,
"step": 151
},
{
"epoch": 4.606060606060606,
"grad_norm": 0.43863906607775893,
"learning_rate": 6.366780702271589e-06,
"loss": 0.1904,
"step": 152
},
{
"epoch": 4.636363636363637,
"grad_norm": 0.42766689534113494,
"learning_rate": 6.225808042473857e-06,
"loss": 0.2108,
"step": 153
},
{
"epoch": 4.666666666666667,
"grad_norm": 0.43659250162300034,
"learning_rate": 6.085704692731609e-06,
"loss": 0.214,
"step": 154
},
{
"epoch": 4.696969696969697,
"grad_norm": 0.4352431421040145,
"learning_rate": 5.946502923065054e-06,
"loss": 0.1867,
"step": 155
},
{
"epoch": 4.7272727272727275,
"grad_norm": 0.4035382334968924,
"learning_rate": 5.8082347958333625e-06,
"loss": 0.1966,
"step": 156
},
{
"epoch": 4.757575757575758,
"grad_norm": 0.4056938873427896,
"learning_rate": 5.670932158349732e-06,
"loss": 0.2032,
"step": 157
},
{
"epoch": 4.787878787878788,
"grad_norm": 0.4303608924411298,
"learning_rate": 5.534626635546e-06,
"loss": 0.2133,
"step": 158
},
{
"epoch": 4.818181818181818,
"grad_norm": 0.4730389346705751,
"learning_rate": 5.399349622688479e-06,
"loss": 0.2138,
"step": 159
},
{
"epoch": 4.848484848484849,
"grad_norm": 0.3993250434892082,
"learning_rate": 5.2651322781466606e-06,
"loss": 0.19,
"step": 160
},
{
"epoch": 4.878787878787879,
"grad_norm": 0.36731649843808584,
"learning_rate": 5.132005516216512e-06,
"loss": 0.2112,
"step": 161
},
{
"epoch": 4.909090909090909,
"grad_norm": 0.3906896046771335,
"learning_rate": 5.000000000000003e-06,
"loss": 0.1714,
"step": 162
},
{
"epoch": 4.9393939393939394,
"grad_norm": 0.4268824521398622,
"learning_rate": 4.869146134342426e-06,
"loss": 0.1809,
"step": 163
},
{
"epoch": 4.96969696969697,
"grad_norm": 0.3889911141628613,
"learning_rate": 4.739474058829288e-06,
"loss": 0.1663,
"step": 164
},
{
"epoch": 5.0,
"grad_norm": 0.4316054039243355,
"learning_rate": 4.611013640844245e-06,
"loss": 0.1936,
"step": 165
},
{
"epoch": 5.03030303030303,
"grad_norm": 0.3832772405938606,
"learning_rate": 4.483794468689728e-06,
"loss": 0.1673,
"step": 166
},
{
"epoch": 5.0606060606060606,
"grad_norm": 0.36800013616948724,
"learning_rate": 4.357845844771881e-06,
"loss": 0.1245,
"step": 167
},
{
"epoch": 5.090909090909091,
"grad_norm": 0.33751973892440384,
"learning_rate": 4.2331967788513295e-06,
"loss": 0.169,
"step": 168
},
{
"epoch": 5.121212121212121,
"grad_norm": 0.3322939157192326,
"learning_rate": 4.109875981361363e-06,
"loss": 0.1756,
"step": 169
},
{
"epoch": 5.151515151515151,
"grad_norm": 0.3812314112782908,
"learning_rate": 3.987911856795047e-06,
"loss": 0.184,
"step": 170
},
{
"epoch": 5.181818181818182,
"grad_norm": 0.3652321148627788,
"learning_rate": 3.867332497162836e-06,
"loss": 0.1566,
"step": 171
},
{
"epoch": 5.212121212121212,
"grad_norm": 0.3879576882201218,
"learning_rate": 3.748165675522113e-06,
"loss": 0.1753,
"step": 172
},
{
"epoch": 5.242424242424242,
"grad_norm": 0.3728359869994215,
"learning_rate": 3.630438839580217e-06,
"loss": 0.1724,
"step": 173
},
{
"epoch": 5.2727272727272725,
"grad_norm": 0.33306017240961666,
"learning_rate": 3.5141791053724405e-06,
"loss": 0.1605,
"step": 174
},
{
"epoch": 5.303030303030303,
"grad_norm": 0.3374355334137724,
"learning_rate": 3.399413251016359e-06,
"loss": 0.159,
"step": 175
},
{
"epoch": 5.333333333333333,
"grad_norm": 0.3686488288607569,
"learning_rate": 3.2861677105440335e-06,
"loss": 0.1751,
"step": 176
},
{
"epoch": 5.363636363636363,
"grad_norm": 0.30451056598911924,
"learning_rate": 3.174468567813461e-06,
"loss": 0.1645,
"step": 177
},
{
"epoch": 5.393939393939394,
"grad_norm": 0.29609402601383567,
"learning_rate": 3.0643415505006733e-06,
"loss": 0.1588,
"step": 178
},
{
"epoch": 5.424242424242424,
"grad_norm": 0.3177802255154638,
"learning_rate": 2.9558120241738786e-06,
"loss": 0.1397,
"step": 179
},
{
"epoch": 5.454545454545454,
"grad_norm": 0.3274938463450976,
"learning_rate": 2.8489049864510053e-06,
"loss": 0.1394,
"step": 180
},
{
"epoch": 5.484848484848484,
"grad_norm": 0.33858714379928084,
"learning_rate": 2.7436450612420098e-06,
"loss": 0.1592,
"step": 181
},
{
"epoch": 5.515151515151516,
"grad_norm": 0.33031998226857323,
"learning_rate": 2.640056493077231e-06,
"loss": 0.1585,
"step": 182
},
{
"epoch": 5.545454545454545,
"grad_norm": 0.3293127119831307,
"learning_rate": 2.5381631415231455e-06,
"loss": 0.1705,
"step": 183
},
{
"epoch": 5.575757575757576,
"grad_norm": 0.31808083884309923,
"learning_rate": 2.4379884756868167e-06,
"loss": 0.156,
"step": 184
},
{
"epoch": 5.606060606060606,
"grad_norm": 0.3137855630080014,
"learning_rate": 2.339555568810221e-06,
"loss": 0.1623,
"step": 185
},
{
"epoch": 5.636363636363637,
"grad_norm": 0.34339684594276837,
"learning_rate": 2.2428870929558012e-06,
"loss": 0.1323,
"step": 186
},
{
"epoch": 5.666666666666667,
"grad_norm": 0.31577628788346407,
"learning_rate": 2.1480053137844115e-06,
"loss": 0.1356,
"step": 187
},
{
"epoch": 5.696969696969697,
"grad_norm": 0.29489130691296817,
"learning_rate": 2.054932085426856e-06,
"loss": 0.1368,
"step": 188
},
{
"epoch": 5.7272727272727275,
"grad_norm": 0.3097508163890114,
"learning_rate": 1.963688845450218e-06,
"loss": 0.1395,
"step": 189
},
{
"epoch": 5.757575757575758,
"grad_norm": 0.323250511983245,
"learning_rate": 1.8742966099201699e-06,
"loss": 0.1739,
"step": 190
},
{
"epoch": 5.787878787878788,
"grad_norm": 0.30998522403433326,
"learning_rate": 1.7867759685603115e-06,
"loss": 0.124,
"step": 191
},
{
"epoch": 5.818181818181818,
"grad_norm": 0.2978994920727208,
"learning_rate": 1.7011470800097496e-06,
"loss": 0.1823,
"step": 192
},
{
"epoch": 5.848484848484849,
"grad_norm": 0.30595924523973467,
"learning_rate": 1.6174296671799571e-06,
"loss": 0.1589,
"step": 193
},
{
"epoch": 5.878787878787879,
"grad_norm": 0.31895789080001874,
"learning_rate": 1.5356430127119915e-06,
"loss": 0.1599,
"step": 194
},
{
"epoch": 5.909090909090909,
"grad_norm": 0.3121407589131782,
"learning_rate": 1.4558059545351144e-06,
"loss": 0.1342,
"step": 195
},
{
"epoch": 5.9393939393939394,
"grad_norm": 0.30382285870152187,
"learning_rate": 1.3779368815278648e-06,
"loss": 0.1328,
"step": 196
},
{
"epoch": 5.96969696969697,
"grad_norm": 0.3081643736545958,
"learning_rate": 1.302053729282533e-06,
"loss": 0.1656,
"step": 197
},
{
"epoch": 6.0,
"grad_norm": 0.3049150198643163,
"learning_rate": 1.2281739759740575e-06,
"loss": 0.1448,
"step": 198
},
{
"epoch": 6.03030303030303,
"grad_norm": 0.3051897441172669,
"learning_rate": 1.156314638334277e-06,
"loss": 0.1431,
"step": 199
},
{
"epoch": 6.0606060606060606,
"grad_norm": 0.313501804289099,
"learning_rate": 1.086492267732462e-06,
"loss": 0.1565,
"step": 200
},
{
"epoch": 6.090909090909091,
"grad_norm": 0.2864845932542848,
"learning_rate": 1.01872294636304e-06,
"loss": 0.1085,
"step": 201
},
{
"epoch": 6.121212121212121,
"grad_norm": 0.27967933376523796,
"learning_rate": 9.530222835413739e-07,
"loss": 0.1434,
"step": 202
},
{
"epoch": 6.151515151515151,
"grad_norm": 0.2829978682294024,
"learning_rate": 8.894054121084839e-07,
"loss": 0.1399,
"step": 203
},
{
"epoch": 6.181818181818182,
"grad_norm": 0.23088841945153465,
"learning_rate": 8.278869849454718e-07,
"loss": 0.1402,
"step": 204
},
{
"epoch": 6.212121212121212,
"grad_norm": 0.29124755048152023,
"learning_rate": 7.684811715985429e-07,
"loss": 0.1518,
"step": 205
},
{
"epoch": 6.242424242424242,
"grad_norm": 0.2611224816916009,
"learning_rate": 7.1120165501533e-07,
"loss": 0.13,
"step": 206
},
{
"epoch": 6.2727272727272725,
"grad_norm": 0.26811544999082754,
"learning_rate": 6.560616283932897e-07,
"loss": 0.1387,
"step": 207
},
{
"epoch": 6.303030303030303,
"grad_norm": 0.31306543438123136,
"learning_rate": 6.030737921409169e-07,
"loss": 0.1549,
"step": 208
},
{
"epoch": 6.333333333333333,
"grad_norm": 0.26674685667962245,
"learning_rate": 5.522503509524591e-07,
"loss": 0.1109,
"step": 209
},
{
"epoch": 6.363636363636363,
"grad_norm": 0.29409637042181064,
"learning_rate": 5.036030109968082e-07,
"loss": 0.15,
"step": 210
},
{
"epoch": 6.393939393939394,
"grad_norm": 0.27988788633571876,
"learning_rate": 4.5714297722121105e-07,
"loss": 0.1368,
"step": 211
},
{
"epoch": 6.424242424242424,
"grad_norm": 0.30019085167602555,
"learning_rate": 4.128809507704445e-07,
"loss": 0.1636,
"step": 212
},
{
"epoch": 6.454545454545454,
"grad_norm": 0.22576538745694485,
"learning_rate": 3.708271265220087e-07,
"loss": 0.1135,
"step": 213
},
{
"epoch": 6.484848484848484,
"grad_norm": 0.28149880342388367,
"learning_rate": 3.309911907379393e-07,
"loss": 0.1391,
"step": 214
},
{
"epoch": 6.515151515151516,
"grad_norm": 0.30862224909209585,
"learning_rate": 2.9338231883378365e-07,
"loss": 0.1633,
"step": 215
},
{
"epoch": 6.545454545454545,
"grad_norm": 0.2291803571610891,
"learning_rate": 2.5800917326521013e-07,
"loss": 0.1044,
"step": 216
},
{
"epoch": 6.575757575757576,
"grad_norm": 0.2638829364154659,
"learning_rate": 2.248799015327907e-07,
"loss": 0.1302,
"step": 217
},
{
"epoch": 6.606060606060606,
"grad_norm": 0.26335615053431827,
"learning_rate": 1.9400213430538773e-07,
"loss": 0.1377,
"step": 218
},
{
"epoch": 6.636363636363637,
"grad_norm": 0.28349814287233055,
"learning_rate": 1.6538298366257975e-07,
"loss": 0.1713,
"step": 219
},
{
"epoch": 6.666666666666667,
"grad_norm": 0.2567166750075201,
"learning_rate": 1.3902904145653094e-07,
"loss": 0.1478,
"step": 220
},
{
"epoch": 6.696969696969697,
"grad_norm": 0.2680290221460674,
"learning_rate": 1.1494637779369766e-07,
"loss": 0.1182,
"step": 221
},
{
"epoch": 6.7272727272727275,
"grad_norm": 0.29013244444291286,
"learning_rate": 9.314053963669245e-08,
"loss": 0.1542,
"step": 222
},
{
"epoch": 6.757575757575758,
"grad_norm": 0.2552816672881068,
"learning_rate": 7.361654952665608e-08,
"loss": 0.145,
"step": 223
},
{
"epoch": 6.787878787878788,
"grad_norm": 0.26800114048103063,
"learning_rate": 5.637890442641403e-08,
"loss": 0.1504,
"step": 224
},
{
"epoch": 6.818181818181818,
"grad_norm": 0.25971750088525103,
"learning_rate": 4.143157468468717e-08,
"loss": 0.147,
"step": 225
},
{
"epoch": 6.848484848484849,
"grad_norm": 0.24581414228868528,
"learning_rate": 2.8778003121607834e-08,
"loss": 0.147,
"step": 226
},
{
"epoch": 6.878787878787879,
"grad_norm": 0.26922469614869,
"learning_rate": 1.8421104235727406e-08,
"loss": 0.1384,
"step": 227
},
{
"epoch": 6.909090909090909,
"grad_norm": 0.26184348115472483,
"learning_rate": 1.0363263532724433e-08,
"loss": 0.1421,
"step": 228
},
{
"epoch": 6.9393939393939394,
"grad_norm": 0.24927813406249957,
"learning_rate": 4.606336975948589e-09,
"loss": 0.1359,
"step": 229
},
{
"epoch": 6.96969696969697,
"grad_norm": 0.2963181121468789,
"learning_rate": 1.1516505589381777e-09,
"loss": 0.145,
"step": 230
},
{
"epoch": 7.0,
"grad_norm": 0.25532476849891694,
"learning_rate": 0.0,
"loss": 0.1566,
"step": 231
},
{
"epoch": 7.0,
"step": 231,
"total_flos": 1.9384640635876147e+17,
"train_loss": 0.369713457341576,
"train_runtime": 3572.7124,
"train_samples_per_second": 6.191,
"train_steps_per_second": 0.065
}
],
"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": 1.9384640635876147e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}