prxy5607's picture
Training in progress, step 200, checkpoint
57da916 verified
Raw History Blame
36.3 kB
{
"best_metric": 0.947439968585968,
"best_model_checkpoint": "miner_id_24/checkpoint-150",
"epoch": 1.1816838995568686,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.005908419497784343,
"grad_norm": 50.046165466308594,
"learning_rate": 1e-05,
"loss": 6.3437,
"step": 1
},
{
"epoch": 0.005908419497784343,
"eval_loss": 1.8814340829849243,
"eval_runtime": 20.5139,
"eval_samples_per_second": 13.942,
"eval_steps_per_second": 3.51,
"step": 1
},
{
"epoch": 0.011816838995568686,
"grad_norm": 50.408782958984375,
"learning_rate": 2e-05,
"loss": 6.4062,
"step": 2
},
{
"epoch": 0.01772525849335303,
"grad_norm": 46.201229095458984,
"learning_rate": 3e-05,
"loss": 6.0811,
"step": 3
},
{
"epoch": 0.023633677991137372,
"grad_norm": 33.542972564697266,
"learning_rate": 4e-05,
"loss": 5.0509,
"step": 4
},
{
"epoch": 0.029542097488921712,
"grad_norm": 49.96470260620117,
"learning_rate": 5e-05,
"loss": 4.1598,
"step": 5
},
{
"epoch": 0.03545051698670606,
"grad_norm": 27.118154525756836,
"learning_rate": 6e-05,
"loss": 4.1523,
"step": 6
},
{
"epoch": 0.0413589364844904,
"grad_norm": 34.34385299682617,
"learning_rate": 7e-05,
"loss": 4.1339,
"step": 7
},
{
"epoch": 0.047267355982274745,
"grad_norm": 17.913936614990234,
"learning_rate": 8e-05,
"loss": 3.6984,
"step": 8
},
{
"epoch": 0.053175775480059084,
"grad_norm": 16.288053512573242,
"learning_rate": 9e-05,
"loss": 3.6492,
"step": 9
},
{
"epoch": 0.059084194977843424,
"grad_norm": 11.979363441467285,
"learning_rate": 0.0001,
"loss": 3.1312,
"step": 10
},
{
"epoch": 0.06499261447562776,
"grad_norm": 13.197229385375977,
"learning_rate": 9.999316524962345e-05,
"loss": 3.5665,
"step": 11
},
{
"epoch": 0.07090103397341212,
"grad_norm": 11.591446876525879,
"learning_rate": 9.997266286704631e-05,
"loss": 3.6132,
"step": 12
},
{
"epoch": 0.07680945347119646,
"grad_norm": 14.412168502807617,
"learning_rate": 9.993849845741524e-05,
"loss": 3.3682,
"step": 13
},
{
"epoch": 0.0827178729689808,
"grad_norm": 11.763023376464844,
"learning_rate": 9.989068136093873e-05,
"loss": 3.6716,
"step": 14
},
{
"epoch": 0.08862629246676514,
"grad_norm": 11.371956825256348,
"learning_rate": 9.98292246503335e-05,
"loss": 3.5711,
"step": 15
},
{
"epoch": 0.09453471196454949,
"grad_norm": 12.495424270629883,
"learning_rate": 9.975414512725057e-05,
"loss": 3.5766,
"step": 16
},
{
"epoch": 0.10044313146233383,
"grad_norm": 12.76872730255127,
"learning_rate": 9.966546331768191e-05,
"loss": 3.3498,
"step": 17
},
{
"epoch": 0.10635155096011817,
"grad_norm": 11.235692024230957,
"learning_rate": 9.956320346634876e-05,
"loss": 3.7364,
"step": 18
},
{
"epoch": 0.11225997045790251,
"grad_norm": 10.752930641174316,
"learning_rate": 9.944739353007344e-05,
"loss": 3.4969,
"step": 19
},
{
"epoch": 0.11816838995568685,
"grad_norm": 12.400464057922363,
"learning_rate": 9.931806517013612e-05,
"loss": 3.1121,
"step": 20
},
{
"epoch": 0.1240768094534712,
"grad_norm": 16.427026748657227,
"learning_rate": 9.917525374361912e-05,
"loss": 3.9137,
"step": 21
},
{
"epoch": 0.12998522895125553,
"grad_norm": 13.59671688079834,
"learning_rate": 9.901899829374047e-05,
"loss": 3.8935,
"step": 22
},
{
"epoch": 0.1358936484490399,
"grad_norm": 11.010570526123047,
"learning_rate": 9.884934153917997e-05,
"loss": 3.5416,
"step": 23
},
{
"epoch": 0.14180206794682423,
"grad_norm": 11.130435943603516,
"learning_rate": 9.86663298624003e-05,
"loss": 3.6168,
"step": 24
},
{
"epoch": 0.14771048744460857,
"grad_norm": 15.414974212646484,
"learning_rate": 9.847001329696653e-05,
"loss": 4.0385,
"step": 25
},
{
"epoch": 0.1536189069423929,
"grad_norm": 10.933371543884277,
"learning_rate": 9.826044551386744e-05,
"loss": 3.8914,
"step": 26
},
{
"epoch": 0.15952732644017725,
"grad_norm": 11.897839546203613,
"learning_rate": 9.803768380684242e-05,
"loss": 4.0761,
"step": 27
},
{
"epoch": 0.1654357459379616,
"grad_norm": 12.292596817016602,
"learning_rate": 9.780178907671789e-05,
"loss": 3.6902,
"step": 28
},
{
"epoch": 0.17134416543574593,
"grad_norm": 11.983010292053223,
"learning_rate": 9.755282581475769e-05,
"loss": 3.907,
"step": 29
},
{
"epoch": 0.17725258493353027,
"grad_norm": 12.11194896697998,
"learning_rate": 9.729086208503174e-05,
"loss": 4.123,
"step": 30
},
{
"epoch": 0.1831610044313146,
"grad_norm": 12.434831619262695,
"learning_rate": 9.701596950580806e-05,
"loss": 4.2873,
"step": 31
},
{
"epoch": 0.18906942392909898,
"grad_norm": 12.559561729431152,
"learning_rate": 9.672822322997305e-05,
"loss": 3.9526,
"step": 32
},
{
"epoch": 0.19497784342688332,
"grad_norm": 12.758665084838867,
"learning_rate": 9.642770192448536e-05,
"loss": 4.809,
"step": 33
},
{
"epoch": 0.20088626292466766,
"grad_norm": 11.918814659118652,
"learning_rate": 9.611448774886924e-05,
"loss": 4.3936,
"step": 34
},
{
"epoch": 0.206794682422452,
"grad_norm": 11.773323059082031,
"learning_rate": 9.578866633275288e-05,
"loss": 4.5559,
"step": 35
},
{
"epoch": 0.21270310192023634,
"grad_norm": 11.25735092163086,
"learning_rate": 9.545032675245813e-05,
"loss": 4.5192,
"step": 36
},
{
"epoch": 0.21861152141802068,
"grad_norm": 12.683674812316895,
"learning_rate": 9.509956150664796e-05,
"loss": 5.7017,
"step": 37
},
{
"epoch": 0.22451994091580502,
"grad_norm": 12.737188339233398,
"learning_rate": 9.473646649103818e-05,
"loss": 5.0975,
"step": 38
},
{
"epoch": 0.23042836041358936,
"grad_norm": 16.450101852416992,
"learning_rate": 9.43611409721806e-05,
"loss": 5.4898,
"step": 39
},
{
"epoch": 0.2363367799113737,
"grad_norm": 12.33726692199707,
"learning_rate": 9.397368756032445e-05,
"loss": 5.3751,
"step": 40
},
{
"epoch": 0.24224519940915806,
"grad_norm": 14.828522682189941,
"learning_rate": 9.357421218136386e-05,
"loss": 5.7085,
"step": 41
},
{
"epoch": 0.2481536189069424,
"grad_norm": 14.619306564331055,
"learning_rate": 9.316282404787871e-05,
"loss": 6.7497,
"step": 42
},
{
"epoch": 0.25406203840472674,
"grad_norm": 21.10039520263672,
"learning_rate": 9.273963562927695e-05,
"loss": 5.1282,
"step": 43
},
{
"epoch": 0.25997045790251105,
"grad_norm": 11.51042652130127,
"learning_rate": 9.230476262104677e-05,
"loss": 4.0798,
"step": 44
},
{
"epoch": 0.2658788774002954,
"grad_norm": 8.597551345825195,
"learning_rate": 9.185832391312644e-05,
"loss": 3.803,
"step": 45
},
{
"epoch": 0.2717872968980798,
"grad_norm": 8.676719665527344,
"learning_rate": 9.140044155740101e-05,
"loss": 4.0346,
"step": 46
},
{
"epoch": 0.2776957163958641,
"grad_norm": 9.081045150756836,
"learning_rate": 9.093124073433463e-05,
"loss": 3.8427,
"step": 47
},
{
"epoch": 0.28360413589364847,
"grad_norm": 7.463486671447754,
"learning_rate": 9.045084971874738e-05,
"loss": 3.2134,
"step": 48
},
{
"epoch": 0.2895125553914328,
"grad_norm": 7.679481029510498,
"learning_rate": 8.995939984474624e-05,
"loss": 3.5304,
"step": 49
},
{
"epoch": 0.29542097488921715,
"grad_norm": 7.847657203674316,
"learning_rate": 8.945702546981969e-05,
"loss": 3.1999,
"step": 50
},
{
"epoch": 0.29542097488921715,
"eval_loss": 1.042728066444397,
"eval_runtime": 20.8434,
"eval_samples_per_second": 13.721,
"eval_steps_per_second": 3.454,
"step": 50
},
{
"epoch": 0.30132939438700146,
"grad_norm": 9.615828514099121,
"learning_rate": 8.894386393810563e-05,
"loss": 3.481,
"step": 51
},
{
"epoch": 0.3072378138847858,
"grad_norm": 8.53099536895752,
"learning_rate": 8.842005554284296e-05,
"loss": 3.1721,
"step": 52
},
{
"epoch": 0.31314623338257014,
"grad_norm": 8.204971313476562,
"learning_rate": 8.788574348801675e-05,
"loss": 3.3217,
"step": 53
},
{
"epoch": 0.3190546528803545,
"grad_norm": 7.833659648895264,
"learning_rate": 8.73410738492077e-05,
"loss": 3.1139,
"step": 54
},
{
"epoch": 0.3249630723781389,
"grad_norm": 10.650838851928711,
"learning_rate": 8.678619553365659e-05,
"loss": 4.035,
"step": 55
},
{
"epoch": 0.3308714918759232,
"grad_norm": 9.141279220581055,
"learning_rate": 8.622126023955446e-05,
"loss": 3.1968,
"step": 56
},
{
"epoch": 0.33677991137370755,
"grad_norm": 8.68337631225586,
"learning_rate": 8.564642241456986e-05,
"loss": 3.1643,
"step": 57
},
{
"epoch": 0.34268833087149186,
"grad_norm": 8.874046325683594,
"learning_rate": 8.506183921362443e-05,
"loss": 3.194,
"step": 58
},
{
"epoch": 0.34859675036927623,
"grad_norm": 9.030111312866211,
"learning_rate": 8.44676704559283e-05,
"loss": 3.5094,
"step": 59
},
{
"epoch": 0.35450516986706054,
"grad_norm": 11.507025718688965,
"learning_rate": 8.386407858128706e-05,
"loss": 3.1912,
"step": 60
},
{
"epoch": 0.3604135893648449,
"grad_norm": 9.479826927185059,
"learning_rate": 8.32512286056924e-05,
"loss": 3.5228,
"step": 61
},
{
"epoch": 0.3663220088626292,
"grad_norm": 10.049714088439941,
"learning_rate": 8.262928807620843e-05,
"loss": 3.6832,
"step": 62
},
{
"epoch": 0.3722304283604136,
"grad_norm": 10.244821548461914,
"learning_rate": 8.199842702516583e-05,
"loss": 3.6674,
"step": 63
},
{
"epoch": 0.37813884785819796,
"grad_norm": 9.217214584350586,
"learning_rate": 8.135881792367686e-05,
"loss": 3.462,
"step": 64
},
{
"epoch": 0.38404726735598227,
"grad_norm": 9.443167686462402,
"learning_rate": 8.07106356344834e-05,
"loss": 3.3618,
"step": 65
},
{
"epoch": 0.38995568685376664,
"grad_norm": 8.062950134277344,
"learning_rate": 8.005405736415126e-05,
"loss": 2.9654,
"step": 66
},
{
"epoch": 0.39586410635155095,
"grad_norm": 8.664459228515625,
"learning_rate": 7.938926261462366e-05,
"loss": 3.28,
"step": 67
},
{
"epoch": 0.4017725258493353,
"grad_norm": 10.637443542480469,
"learning_rate": 7.871643313414718e-05,
"loss": 3.5892,
"step": 68
},
{
"epoch": 0.4076809453471196,
"grad_norm": 10.23111343383789,
"learning_rate": 7.803575286758364e-05,
"loss": 3.6557,
"step": 69
},
{
"epoch": 0.413589364844904,
"grad_norm": 9.152779579162598,
"learning_rate": 7.734740790612136e-05,
"loss": 3.3781,
"step": 70
},
{
"epoch": 0.4194977843426883,
"grad_norm": 9.728572845458984,
"learning_rate": 7.66515864363997e-05,
"loss": 4.0453,
"step": 71
},
{
"epoch": 0.4254062038404727,
"grad_norm": 10.093634605407715,
"learning_rate": 7.594847868906076e-05,
"loss": 4.5787,
"step": 72
},
{
"epoch": 0.43131462333825704,
"grad_norm": 10.370016098022461,
"learning_rate": 7.52382768867422e-05,
"loss": 4.1863,
"step": 73
},
{
"epoch": 0.43722304283604135,
"grad_norm": 9.314034461975098,
"learning_rate": 7.452117519152542e-05,
"loss": 4.3258,
"step": 74
},
{
"epoch": 0.4431314623338257,
"grad_norm": 11.589085578918457,
"learning_rate": 7.379736965185368e-05,
"loss": 4.3795,
"step": 75
},
{
"epoch": 0.44903988183161003,
"grad_norm": 8.685115814208984,
"learning_rate": 7.30670581489344e-05,
"loss": 3.9491,
"step": 76
},
{
"epoch": 0.4549483013293944,
"grad_norm": 15.353535652160645,
"learning_rate": 7.233044034264034e-05,
"loss": 5.2921,
"step": 77
},
{
"epoch": 0.4608567208271787,
"grad_norm": 11.918855667114258,
"learning_rate": 7.158771761692464e-05,
"loss": 4.7076,
"step": 78
},
{
"epoch": 0.4667651403249631,
"grad_norm": 11.351264953613281,
"learning_rate": 7.083909302476453e-05,
"loss": 4.8927,
"step": 79
},
{
"epoch": 0.4726735598227474,
"grad_norm": 16.88331413269043,
"learning_rate": 7.008477123264848e-05,
"loss": 5.3546,
"step": 80
},
{
"epoch": 0.47858197932053176,
"grad_norm": 12.564070701599121,
"learning_rate": 6.932495846462261e-05,
"loss": 5.7358,
"step": 81
},
{
"epoch": 0.4844903988183161,
"grad_norm": 12.769973754882812,
"learning_rate": 6.855986244591104e-05,
"loss": 5.6832,
"step": 82
},
{
"epoch": 0.49039881831610044,
"grad_norm": 13.308723449707031,
"learning_rate": 6.778969234612584e-05,
"loss": 5.9355,
"step": 83
},
{
"epoch": 0.4963072378138848,
"grad_norm": 18.020355224609375,
"learning_rate": 6.701465872208216e-05,
"loss": 7.1587,
"step": 84
},
{
"epoch": 0.5022156573116692,
"grad_norm": 8.990540504455566,
"learning_rate": 6.623497346023418e-05,
"loss": 3.674,
"step": 85
},
{
"epoch": 0.5081240768094535,
"grad_norm": 8.966900825500488,
"learning_rate": 6.545084971874738e-05,
"loss": 4.3329,
"step": 86
},
{
"epoch": 0.5140324963072378,
"grad_norm": 9.458850860595703,
"learning_rate": 6.466250186922325e-05,
"loss": 3.883,
"step": 87
},
{
"epoch": 0.5199409158050221,
"grad_norm": 9.034663200378418,
"learning_rate": 6.387014543809223e-05,
"loss": 4.1123,
"step": 88
},
{
"epoch": 0.5258493353028065,
"grad_norm": 7.592571258544922,
"learning_rate": 6.307399704769099e-05,
"loss": 3.2255,
"step": 89
},
{
"epoch": 0.5317577548005908,
"grad_norm": 8.800736427307129,
"learning_rate": 6.227427435703997e-05,
"loss": 3.2288,
"step": 90
},
{
"epoch": 0.5376661742983752,
"grad_norm": 9.32903003692627,
"learning_rate": 6.147119600233758e-05,
"loss": 3.5225,
"step": 91
},
{
"epoch": 0.5435745937961596,
"grad_norm": 7.975002765655518,
"learning_rate": 6.066498153718735e-05,
"loss": 3.1605,
"step": 92
},
{
"epoch": 0.5494830132939439,
"grad_norm": 9.723957061767578,
"learning_rate": 5.985585137257401e-05,
"loss": 3.4925,
"step": 93
},
{
"epoch": 0.5553914327917282,
"grad_norm": 10.006721496582031,
"learning_rate": 5.90440267166055e-05,
"loss": 3.2867,
"step": 94
},
{
"epoch": 0.5612998522895125,
"grad_norm": 9.49221420288086,
"learning_rate": 5.8229729514036705e-05,
"loss": 3.3385,
"step": 95
},
{
"epoch": 0.5672082717872969,
"grad_norm": 8.053274154663086,
"learning_rate": 5.74131823855921e-05,
"loss": 3.0462,
"step": 96
},
{
"epoch": 0.5731166912850812,
"grad_norm": 7.614698886871338,
"learning_rate": 5.6594608567103456e-05,
"loss": 2.9834,
"step": 97
},
{
"epoch": 0.5790251107828656,
"grad_norm": 8.096500396728516,
"learning_rate": 5.577423184847932e-05,
"loss": 3.3078,
"step": 98
},
{
"epoch": 0.5849335302806499,
"grad_norm": 8.361788749694824,
"learning_rate": 5.495227651252315e-05,
"loss": 3.5204,
"step": 99
},
{
"epoch": 0.5908419497784343,
"grad_norm": 8.253430366516113,
"learning_rate": 5.4128967273616625e-05,
"loss": 3.1035,
"step": 100
},
{
"epoch": 0.5908419497784343,
"eval_loss": 0.9772688746452332,
"eval_runtime": 20.8276,
"eval_samples_per_second": 13.732,
"eval_steps_per_second": 3.457,
"step": 100
},
{
"epoch": 0.5967503692762186,
"grad_norm": 7.507167816162109,
"learning_rate": 5.330452921628497e-05,
"loss": 3.2481,
"step": 101
},
{
"epoch": 0.6026587887740029,
"grad_norm": 9.296669006347656,
"learning_rate": 5.247918773366112e-05,
"loss": 3.7119,
"step": 102
},
{
"epoch": 0.6085672082717873,
"grad_norm": 8.722895622253418,
"learning_rate": 5.165316846586541e-05,
"loss": 3.3542,
"step": 103
},
{
"epoch": 0.6144756277695717,
"grad_norm": 7.766462802886963,
"learning_rate": 5.0826697238317935e-05,
"loss": 3.1937,
"step": 104
},
{
"epoch": 0.620384047267356,
"grad_norm": 9.172113418579102,
"learning_rate": 5e-05,
"loss": 3.9796,
"step": 105
},
{
"epoch": 0.6262924667651403,
"grad_norm": 8.080972671508789,
"learning_rate": 4.917330276168208e-05,
"loss": 3.087,
"step": 106
},
{
"epoch": 0.6322008862629247,
"grad_norm": 8.206745147705078,
"learning_rate": 4.834683153413459e-05,
"loss": 3.5929,
"step": 107
},
{
"epoch": 0.638109305760709,
"grad_norm": 9.88442325592041,
"learning_rate": 4.7520812266338885e-05,
"loss": 3.7638,
"step": 108
},
{
"epoch": 0.6440177252584933,
"grad_norm": 9.689234733581543,
"learning_rate": 4.669547078371504e-05,
"loss": 3.5623,
"step": 109
},
{
"epoch": 0.6499261447562777,
"grad_norm": 9.235379219055176,
"learning_rate": 4.5871032726383386e-05,
"loss": 3.4751,
"step": 110
},
{
"epoch": 0.6558345642540621,
"grad_norm": 9.235068321228027,
"learning_rate": 4.504772348747687e-05,
"loss": 4.004,
"step": 111
},
{
"epoch": 0.6617429837518464,
"grad_norm": 8.741738319396973,
"learning_rate": 4.4225768151520694e-05,
"loss": 3.8503,
"step": 112
},
{
"epoch": 0.6676514032496307,
"grad_norm": 9.095303535461426,
"learning_rate": 4.3405391432896555e-05,
"loss": 3.9464,
"step": 113
},
{
"epoch": 0.6735598227474151,
"grad_norm": 10.115516662597656,
"learning_rate": 4.2586817614407895e-05,
"loss": 3.9665,
"step": 114
},
{
"epoch": 0.6794682422451994,
"grad_norm": 9.261192321777344,
"learning_rate": 4.17702704859633e-05,
"loss": 3.9433,
"step": 115
},
{
"epoch": 0.6853766617429837,
"grad_norm": 9.165308952331543,
"learning_rate": 4.095597328339452e-05,
"loss": 4.3585,
"step": 116
},
{
"epoch": 0.691285081240768,
"grad_norm": 9.63782024383545,
"learning_rate": 4.0144148627425993e-05,
"loss": 4.5686,
"step": 117
},
{
"epoch": 0.6971935007385525,
"grad_norm": 10.014375686645508,
"learning_rate": 3.933501846281267e-05,
"loss": 4.2789,
"step": 118
},
{
"epoch": 0.7031019202363368,
"grad_norm": 10.247108459472656,
"learning_rate": 3.852880399766243e-05,
"loss": 4.479,
"step": 119
},
{
"epoch": 0.7090103397341211,
"grad_norm": 9.859976768493652,
"learning_rate": 3.772572564296005e-05,
"loss": 4.8505,
"step": 120
},
{
"epoch": 0.7149187592319055,
"grad_norm": 10.621936798095703,
"learning_rate": 3.6926002952309016e-05,
"loss": 4.8925,
"step": 121
},
{
"epoch": 0.7208271787296898,
"grad_norm": 10.379247665405273,
"learning_rate": 3.612985456190778e-05,
"loss": 4.9101,
"step": 122
},
{
"epoch": 0.7267355982274741,
"grad_norm": 12.133118629455566,
"learning_rate": 3.533749813077677e-05,
"loss": 5.1828,
"step": 123
},
{
"epoch": 0.7326440177252584,
"grad_norm": 11.841876983642578,
"learning_rate": 3.4549150281252636e-05,
"loss": 5.97,
"step": 124
},
{
"epoch": 0.7385524372230429,
"grad_norm": 12.804972648620605,
"learning_rate": 3.3765026539765834e-05,
"loss": 6.2356,
"step": 125
},
{
"epoch": 0.7444608567208272,
"grad_norm": 12.778566360473633,
"learning_rate": 3.298534127791785e-05,
"loss": 6.2286,
"step": 126
},
{
"epoch": 0.7503692762186115,
"grad_norm": 7.1960530281066895,
"learning_rate": 3.221030765387417e-05,
"loss": 3.8845,
"step": 127
},
{
"epoch": 0.7562776957163959,
"grad_norm": 7.652629375457764,
"learning_rate": 3.144013755408895e-05,
"loss": 3.4591,
"step": 128
},
{
"epoch": 0.7621861152141802,
"grad_norm": 7.6756062507629395,
"learning_rate": 3.0675041535377405e-05,
"loss": 3.1861,
"step": 129
},
{
"epoch": 0.7680945347119645,
"grad_norm": 7.238766670227051,
"learning_rate": 2.991522876735154e-05,
"loss": 3.2311,
"step": 130
},
{
"epoch": 0.7740029542097489,
"grad_norm": 7.9545369148254395,
"learning_rate": 2.916090697523549e-05,
"loss": 3.4786,
"step": 131
},
{
"epoch": 0.7799113737075333,
"grad_norm": 7.773819923400879,
"learning_rate": 2.8412282383075363e-05,
"loss": 3.2963,
"step": 132
},
{
"epoch": 0.7858197932053176,
"grad_norm": 9.897357940673828,
"learning_rate": 2.766955965735968e-05,
"loss": 3.4142,
"step": 133
},
{
"epoch": 0.7917282127031019,
"grad_norm": 9.179426193237305,
"learning_rate": 2.693294185106562e-05,
"loss": 3.4781,
"step": 134
},
{
"epoch": 0.7976366322008862,
"grad_norm": 9.758111000061035,
"learning_rate": 2.6202630348146324e-05,
"loss": 3.9428,
"step": 135
},
{
"epoch": 0.8035450516986706,
"grad_norm": 8.446327209472656,
"learning_rate": 2.547882480847461e-05,
"loss": 3.4212,
"step": 136
},
{
"epoch": 0.8094534711964549,
"grad_norm": 8.922779083251953,
"learning_rate": 2.476172311325783e-05,
"loss": 3.2714,
"step": 137
},
{
"epoch": 0.8153618906942393,
"grad_norm": 8.358224868774414,
"learning_rate": 2.405152131093926e-05,
"loss": 3.338,
"step": 138
},
{
"epoch": 0.8212703101920237,
"grad_norm": 7.523876190185547,
"learning_rate": 2.3348413563600325e-05,
"loss": 3.1555,
"step": 139
},
{
"epoch": 0.827178729689808,
"grad_norm": 7.73050594329834,
"learning_rate": 2.2652592093878666e-05,
"loss": 3.3821,
"step": 140
},
{
"epoch": 0.8330871491875923,
"grad_norm": 9.758859634399414,
"learning_rate": 2.196424713241637e-05,
"loss": 3.1837,
"step": 141
},
{
"epoch": 0.8389955686853766,
"grad_norm": 9.447120666503906,
"learning_rate": 2.128356686585282e-05,
"loss": 3.7801,
"step": 142
},
{
"epoch": 0.844903988183161,
"grad_norm": 9.521378517150879,
"learning_rate": 2.061073738537635e-05,
"loss": 3.341,
"step": 143
},
{
"epoch": 0.8508124076809453,
"grad_norm": 12.660612106323242,
"learning_rate": 1.9945942635848748e-05,
"loss": 3.4461,
"step": 144
},
{
"epoch": 0.8567208271787297,
"grad_norm": 7.682046413421631,
"learning_rate": 1.928936436551661e-05,
"loss": 2.8567,
"step": 145
},
{
"epoch": 0.8626292466765141,
"grad_norm": 7.435658931732178,
"learning_rate": 1.8641182076323148e-05,
"loss": 3.1776,
"step": 146
},
{
"epoch": 0.8685376661742984,
"grad_norm": 9.127397537231445,
"learning_rate": 1.800157297483417e-05,
"loss": 3.4813,
"step": 147
},
{
"epoch": 0.8744460856720827,
"grad_norm": 8.2852144241333,
"learning_rate": 1.7370711923791567e-05,
"loss": 3.5637,
"step": 148
},
{
"epoch": 0.880354505169867,
"grad_norm": 8.924991607666016,
"learning_rate": 1.6748771394307585e-05,
"loss": 3.344,
"step": 149
},
{
"epoch": 0.8862629246676514,
"grad_norm": 7.986847400665283,
"learning_rate": 1.6135921418712956e-05,
"loss": 3.0749,
"step": 150
},
{
"epoch": 0.8862629246676514,
"eval_loss": 0.947439968585968,
"eval_runtime": 20.8275,
"eval_samples_per_second": 13.732,
"eval_steps_per_second": 3.457,
"step": 150
},
{
"epoch": 0.8921713441654358,
"grad_norm": 11.248191833496094,
"learning_rate": 1.553232954407171e-05,
"loss": 3.904,
"step": 151
},
{
"epoch": 0.8980797636632201,
"grad_norm": 8.264742851257324,
"learning_rate": 1.4938160786375572e-05,
"loss": 3.4212,
"step": 152
},
{
"epoch": 0.9039881831610044,
"grad_norm": 8.55299186706543,
"learning_rate": 1.435357758543015e-05,
"loss": 3.7811,
"step": 153
},
{
"epoch": 0.9098966026587888,
"grad_norm": 8.742372512817383,
"learning_rate": 1.3778739760445552e-05,
"loss": 3.6017,
"step": 154
},
{
"epoch": 0.9158050221565731,
"grad_norm": 9.774078369140625,
"learning_rate": 1.3213804466343421e-05,
"loss": 4.0131,
"step": 155
},
{
"epoch": 0.9217134416543574,
"grad_norm": 9.5973482131958,
"learning_rate": 1.2658926150792322e-05,
"loss": 4.2804,
"step": 156
},
{
"epoch": 0.9276218611521418,
"grad_norm": 9.371358871459961,
"learning_rate": 1.2114256511983274e-05,
"loss": 3.9839,
"step": 157
},
{
"epoch": 0.9335302806499262,
"grad_norm": 9.181591033935547,
"learning_rate": 1.157994445715706e-05,
"loss": 4.0603,
"step": 158
},
{
"epoch": 0.9394387001477105,
"grad_norm": 9.632412910461426,
"learning_rate": 1.1056136061894384e-05,
"loss": 3.7356,
"step": 159
},
{
"epoch": 0.9453471196454948,
"grad_norm": 9.704376220703125,
"learning_rate": 1.0542974530180327e-05,
"loss": 3.9093,
"step": 160
},
{
"epoch": 0.9512555391432792,
"grad_norm": 10.532062530517578,
"learning_rate": 1.0040600155253765e-05,
"loss": 4.5396,
"step": 161
},
{
"epoch": 0.9571639586410635,
"grad_norm": 11.125259399414062,
"learning_rate": 9.549150281252633e-06,
"loss": 4.9304,
"step": 162
},
{
"epoch": 0.9630723781388478,
"grad_norm": 11.76926326751709,
"learning_rate": 9.068759265665384e-06,
"loss": 5.6988,
"step": 163
},
{
"epoch": 0.9689807976366323,
"grad_norm": 9.850662231445312,
"learning_rate": 8.599558442598998e-06,
"loss": 4.7661,
"step": 164
},
{
"epoch": 0.9748892171344166,
"grad_norm": 12.18854808807373,
"learning_rate": 8.141676086873572e-06,
"loss": 5.7968,
"step": 165
},
{
"epoch": 0.9807976366322009,
"grad_norm": 12.132377624511719,
"learning_rate": 7.695237378953223e-06,
"loss": 6.0966,
"step": 166
},
{
"epoch": 0.9867060561299852,
"grad_norm": 12.041540145874023,
"learning_rate": 7.260364370723044e-06,
"loss": 5.4363,
"step": 167
},
{
"epoch": 0.9926144756277696,
"grad_norm": 15.242942810058594,
"learning_rate": 6.837175952121306e-06,
"loss": 6.3073,
"step": 168
},
{
"epoch": 0.9985228951255539,
"grad_norm": 8.396488189697266,
"learning_rate": 6.425787818636131e-06,
"loss": 3.4737,
"step": 169
},
{
"epoch": 1.0044313146233383,
"grad_norm": 7.887693405151367,
"learning_rate": 6.026312439675552e-06,
"loss": 3.27,
"step": 170
},
{
"epoch": 1.0103397341211227,
"grad_norm": 6.359961986541748,
"learning_rate": 5.6388590278194096e-06,
"loss": 2.5391,
"step": 171
},
{
"epoch": 1.016248153618907,
"grad_norm": 6.036440372467041,
"learning_rate": 5.263533508961827e-06,
"loss": 2.3394,
"step": 172
},
{
"epoch": 1.0221565731166913,
"grad_norm": 6.180542945861816,
"learning_rate": 4.900438493352055e-06,
"loss": 2.2405,
"step": 173
},
{
"epoch": 1.0280649926144756,
"grad_norm": 6.498470306396484,
"learning_rate": 4.549673247541875e-06,
"loss": 1.9317,
"step": 174
},
{
"epoch": 1.03397341211226,
"grad_norm": 5.668765068054199,
"learning_rate": 4.2113336672471245e-06,
"loss": 1.9128,
"step": 175
},
{
"epoch": 1.0398818316100442,
"grad_norm": 5.862257957458496,
"learning_rate": 3.885512251130763e-06,
"loss": 1.7242,
"step": 176
},
{
"epoch": 1.0457902511078287,
"grad_norm": 5.511345386505127,
"learning_rate": 3.5722980755146517e-06,
"loss": 1.8042,
"step": 177
},
{
"epoch": 1.051698670605613,
"grad_norm": 6.122781276702881,
"learning_rate": 3.271776770026963e-06,
"loss": 2.031,
"step": 178
},
{
"epoch": 1.0576070901033974,
"grad_norm": 6.124515533447266,
"learning_rate": 2.9840304941919415e-06,
"loss": 1.813,
"step": 179
},
{
"epoch": 1.0635155096011817,
"grad_norm": 5.174158096313477,
"learning_rate": 2.7091379149682685e-06,
"loss": 1.6884,
"step": 180
},
{
"epoch": 1.069423929098966,
"grad_norm": 5.287651062011719,
"learning_rate": 2.4471741852423237e-06,
"loss": 1.8749,
"step": 181
},
{
"epoch": 1.0753323485967503,
"grad_norm": 5.929369926452637,
"learning_rate": 2.1982109232821178e-06,
"loss": 1.7182,
"step": 182
},
{
"epoch": 1.0812407680945346,
"grad_norm": 6.137029647827148,
"learning_rate": 1.962316193157593e-06,
"loss": 1.666,
"step": 183
},
{
"epoch": 1.0871491875923192,
"grad_norm": 6.01222562789917,
"learning_rate": 1.7395544861325718e-06,
"loss": 1.8551,
"step": 184
},
{
"epoch": 1.0930576070901035,
"grad_norm": 5.628252029418945,
"learning_rate": 1.5299867030334814e-06,
"loss": 1.6756,
"step": 185
},
{
"epoch": 1.0989660265878878,
"grad_norm": 6.171789169311523,
"learning_rate": 1.333670137599713e-06,
"loss": 1.8738,
"step": 186
},
{
"epoch": 1.104874446085672,
"grad_norm": 6.811868190765381,
"learning_rate": 1.1506584608200367e-06,
"loss": 2.2545,
"step": 187
},
{
"epoch": 1.1107828655834564,
"grad_norm": 5.954921245574951,
"learning_rate": 9.810017062595322e-07,
"loss": 1.9549,
"step": 188
},
{
"epoch": 1.1166912850812407,
"grad_norm": 12.118353843688965,
"learning_rate": 8.247462563808817e-07,
"loss": 1.8144,
"step": 189
},
{
"epoch": 1.122599704579025,
"grad_norm": 5.5109100341796875,
"learning_rate": 6.819348298638839e-07,
"loss": 1.8319,
"step": 190
},
{
"epoch": 1.1285081240768093,
"grad_norm": 6.719035625457764,
"learning_rate": 5.526064699265753e-07,
"loss": 2.537,
"step": 191
},
{
"epoch": 1.1344165435745939,
"grad_norm": 5.3686604499816895,
"learning_rate": 4.367965336512403e-07,
"loss": 1.8146,
"step": 192
},
{
"epoch": 1.1403249630723782,
"grad_norm": 5.6163859367370605,
"learning_rate": 3.3453668231809286e-07,
"loss": 2.2504,
"step": 193
},
{
"epoch": 1.1462333825701625,
"grad_norm": 6.335341930389404,
"learning_rate": 2.458548727494292e-07,
"loss": 2.0401,
"step": 194
},
{
"epoch": 1.1521418020679468,
"grad_norm": 6.264202117919922,
"learning_rate": 1.7077534966650766e-07,
"loss": 2.0899,
"step": 195
},
{
"epoch": 1.1580502215657311,
"grad_norm": 6.325270175933838,
"learning_rate": 1.0931863906127327e-07,
"loss": 2.4345,
"step": 196
},
{
"epoch": 1.1639586410635154,
"grad_norm": 6.889147758483887,
"learning_rate": 6.150154258476315e-08,
"loss": 2.3009,
"step": 197
},
{
"epoch": 1.1698670605613,
"grad_norm": 6.819931507110596,
"learning_rate": 2.7337132953697554e-08,
"loss": 2.6473,
"step": 198
},
{
"epoch": 1.1757754800590843,
"grad_norm": 6.35017204284668,
"learning_rate": 6.834750376549792e-09,
"loss": 2.2074,
"step": 199
},
{
"epoch": 1.1816838995568686,
"grad_norm": 7.0448784828186035,
"learning_rate": 0.0,
"loss": 2.5393,
"step": 200
},
{
"epoch": 1.1816838995568686,
"eval_loss": 0.9516012668609619,
"eval_runtime": 20.8063,
"eval_samples_per_second": 13.746,
"eval_steps_per_second": 3.46,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.8616003626519757e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}