prxy5607's picture
Training in progress, step 200, checkpoint
53ce6a0 verified
{
"best_metric": 1.0952991247177124,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 2.0779220779220777,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01038961038961039,
"grad_norm": 31.575532913208008,
"learning_rate": 1e-05,
"loss": 8.1047,
"step": 1
},
{
"epoch": 0.01038961038961039,
"eval_loss": 3.256531238555908,
"eval_runtime": 17.4231,
"eval_samples_per_second": 9.298,
"eval_steps_per_second": 2.353,
"step": 1
},
{
"epoch": 0.02077922077922078,
"grad_norm": 28.155101776123047,
"learning_rate": 2e-05,
"loss": 7.7535,
"step": 2
},
{
"epoch": 0.03116883116883117,
"grad_norm": 29.722841262817383,
"learning_rate": 3e-05,
"loss": 7.0905,
"step": 3
},
{
"epoch": 0.04155844155844156,
"grad_norm": 24.271745681762695,
"learning_rate": 4e-05,
"loss": 6.9458,
"step": 4
},
{
"epoch": 0.05194805194805195,
"grad_norm": 15.081071853637695,
"learning_rate": 5e-05,
"loss": 6.2569,
"step": 5
},
{
"epoch": 0.06233766233766234,
"grad_norm": 17.337806701660156,
"learning_rate": 6e-05,
"loss": 5.5676,
"step": 6
},
{
"epoch": 0.07272727272727272,
"grad_norm": 14.162841796875,
"learning_rate": 7e-05,
"loss": 5.6366,
"step": 7
},
{
"epoch": 0.08311688311688312,
"grad_norm": 12.245787620544434,
"learning_rate": 8e-05,
"loss": 4.3564,
"step": 8
},
{
"epoch": 0.09350649350649351,
"grad_norm": 13.69145679473877,
"learning_rate": 9e-05,
"loss": 4.0589,
"step": 9
},
{
"epoch": 0.1038961038961039,
"grad_norm": 13.597987174987793,
"learning_rate": 0.0001,
"loss": 8.1335,
"step": 10
},
{
"epoch": 0.11428571428571428,
"grad_norm": 14.616402626037598,
"learning_rate": 9.999316524962345e-05,
"loss": 9.6304,
"step": 11
},
{
"epoch": 0.12467532467532468,
"grad_norm": 11.459513664245605,
"learning_rate": 9.997266286704631e-05,
"loss": 9.9764,
"step": 12
},
{
"epoch": 0.13506493506493505,
"grad_norm": 12.888184547424316,
"learning_rate": 9.993849845741524e-05,
"loss": 10.047,
"step": 13
},
{
"epoch": 0.14545454545454545,
"grad_norm": 13.779420852661133,
"learning_rate": 9.989068136093873e-05,
"loss": 9.0076,
"step": 14
},
{
"epoch": 0.15584415584415584,
"grad_norm": 12.598060607910156,
"learning_rate": 9.98292246503335e-05,
"loss": 9.4718,
"step": 15
},
{
"epoch": 0.16623376623376623,
"grad_norm": 16.062429428100586,
"learning_rate": 9.975414512725057e-05,
"loss": 8.831,
"step": 16
},
{
"epoch": 0.17662337662337663,
"grad_norm": 14.329278945922852,
"learning_rate": 9.966546331768191e-05,
"loss": 8.3048,
"step": 17
},
{
"epoch": 0.18701298701298702,
"grad_norm": 15.02530288696289,
"learning_rate": 9.956320346634876e-05,
"loss": 7.8693,
"step": 18
},
{
"epoch": 0.1974025974025974,
"grad_norm": 12.204208374023438,
"learning_rate": 9.944739353007344e-05,
"loss": 7.4351,
"step": 19
},
{
"epoch": 0.2077922077922078,
"grad_norm": 14.54892349243164,
"learning_rate": 9.931806517013612e-05,
"loss": 7.2178,
"step": 20
},
{
"epoch": 0.21818181818181817,
"grad_norm": 17.59307861328125,
"learning_rate": 9.917525374361912e-05,
"loss": 8.6468,
"step": 21
},
{
"epoch": 0.22857142857142856,
"grad_norm": 17.434343338012695,
"learning_rate": 9.901899829374047e-05,
"loss": 8.8287,
"step": 22
},
{
"epoch": 0.23896103896103896,
"grad_norm": 18.935226440429688,
"learning_rate": 9.884934153917997e-05,
"loss": 9.2807,
"step": 23
},
{
"epoch": 0.24935064935064935,
"grad_norm": 22.874101638793945,
"learning_rate": 9.86663298624003e-05,
"loss": 9.694,
"step": 24
},
{
"epoch": 0.2597402597402597,
"grad_norm": 53.946224212646484,
"learning_rate": 9.847001329696653e-05,
"loss": 9.9461,
"step": 25
},
{
"epoch": 0.2701298701298701,
"grad_norm": 29.029720306396484,
"learning_rate": 9.826044551386744e-05,
"loss": 7.0315,
"step": 26
},
{
"epoch": 0.2805194805194805,
"grad_norm": 18.960189819335938,
"learning_rate": 9.803768380684242e-05,
"loss": 4.5629,
"step": 27
},
{
"epoch": 0.2909090909090909,
"grad_norm": 9.779653549194336,
"learning_rate": 9.780178907671789e-05,
"loss": 3.24,
"step": 28
},
{
"epoch": 0.3012987012987013,
"grad_norm": 8.916206359863281,
"learning_rate": 9.755282581475769e-05,
"loss": 2.8276,
"step": 29
},
{
"epoch": 0.3116883116883117,
"grad_norm": 9.138333320617676,
"learning_rate": 9.729086208503174e-05,
"loss": 3.5757,
"step": 30
},
{
"epoch": 0.3220779220779221,
"grad_norm": 7.929874897003174,
"learning_rate": 9.701596950580806e-05,
"loss": 2.7643,
"step": 31
},
{
"epoch": 0.33246753246753247,
"grad_norm": 9.097893714904785,
"learning_rate": 9.672822322997305e-05,
"loss": 3.2975,
"step": 32
},
{
"epoch": 0.34285714285714286,
"grad_norm": 7.803646087646484,
"learning_rate": 9.642770192448536e-05,
"loss": 3.9145,
"step": 33
},
{
"epoch": 0.35324675324675325,
"grad_norm": 7.991164207458496,
"learning_rate": 9.611448774886924e-05,
"loss": 4.3464,
"step": 34
},
{
"epoch": 0.36363636363636365,
"grad_norm": 8.554464340209961,
"learning_rate": 9.578866633275288e-05,
"loss": 8.5205,
"step": 35
},
{
"epoch": 0.37402597402597404,
"grad_norm": 9.929701805114746,
"learning_rate": 9.545032675245813e-05,
"loss": 8.237,
"step": 36
},
{
"epoch": 0.38441558441558443,
"grad_norm": 8.353158950805664,
"learning_rate": 9.509956150664796e-05,
"loss": 8.1351,
"step": 37
},
{
"epoch": 0.3948051948051948,
"grad_norm": 8.773914337158203,
"learning_rate": 9.473646649103818e-05,
"loss": 7.4218,
"step": 38
},
{
"epoch": 0.4051948051948052,
"grad_norm": 11.468509674072266,
"learning_rate": 9.43611409721806e-05,
"loss": 8.0759,
"step": 39
},
{
"epoch": 0.4155844155844156,
"grad_norm": 10.545614242553711,
"learning_rate": 9.397368756032445e-05,
"loss": 6.6658,
"step": 40
},
{
"epoch": 0.42597402597402595,
"grad_norm": 11.069193840026855,
"learning_rate": 9.357421218136386e-05,
"loss": 7.5761,
"step": 41
},
{
"epoch": 0.43636363636363634,
"grad_norm": 13.026829719543457,
"learning_rate": 9.316282404787871e-05,
"loss": 7.7726,
"step": 42
},
{
"epoch": 0.44675324675324674,
"grad_norm": 11.747293472290039,
"learning_rate": 9.273963562927695e-05,
"loss": 6.9672,
"step": 43
},
{
"epoch": 0.45714285714285713,
"grad_norm": 12.037382125854492,
"learning_rate": 9.230476262104677e-05,
"loss": 7.141,
"step": 44
},
{
"epoch": 0.4675324675324675,
"grad_norm": 11.983041763305664,
"learning_rate": 9.185832391312644e-05,
"loss": 7.0005,
"step": 45
},
{
"epoch": 0.4779220779220779,
"grad_norm": 12.65049934387207,
"learning_rate": 9.140044155740101e-05,
"loss": 7.4668,
"step": 46
},
{
"epoch": 0.4883116883116883,
"grad_norm": 13.043449401855469,
"learning_rate": 9.093124073433463e-05,
"loss": 8.2192,
"step": 47
},
{
"epoch": 0.4987012987012987,
"grad_norm": 17.99029541015625,
"learning_rate": 9.045084971874738e-05,
"loss": 8.188,
"step": 48
},
{
"epoch": 0.509090909090909,
"grad_norm": 21.040903091430664,
"learning_rate": 8.995939984474624e-05,
"loss": 5.0701,
"step": 49
},
{
"epoch": 0.5194805194805194,
"grad_norm": 14.175978660583496,
"learning_rate": 8.945702546981969e-05,
"loss": 4.6808,
"step": 50
},
{
"epoch": 0.5194805194805194,
"eval_loss": 1.5645349025726318,
"eval_runtime": 17.6797,
"eval_samples_per_second": 9.163,
"eval_steps_per_second": 2.319,
"step": 50
},
{
"epoch": 0.5298701298701298,
"grad_norm": 7.67022180557251,
"learning_rate": 8.894386393810563e-05,
"loss": 2.522,
"step": 51
},
{
"epoch": 0.5402597402597402,
"grad_norm": 7.538167953491211,
"learning_rate": 8.842005554284296e-05,
"loss": 2.7836,
"step": 52
},
{
"epoch": 0.5506493506493506,
"grad_norm": 8.534993171691895,
"learning_rate": 8.788574348801675e-05,
"loss": 4.1527,
"step": 53
},
{
"epoch": 0.561038961038961,
"grad_norm": 7.748279094696045,
"learning_rate": 8.73410738492077e-05,
"loss": 2.7612,
"step": 54
},
{
"epoch": 0.5714285714285714,
"grad_norm": 10.30086612701416,
"learning_rate": 8.678619553365659e-05,
"loss": 3.0225,
"step": 55
},
{
"epoch": 0.5818181818181818,
"grad_norm": 8.246614456176758,
"learning_rate": 8.622126023955446e-05,
"loss": 3.6496,
"step": 56
},
{
"epoch": 0.5922077922077922,
"grad_norm": 8.082802772521973,
"learning_rate": 8.564642241456986e-05,
"loss": 4.3684,
"step": 57
},
{
"epoch": 0.6025974025974026,
"grad_norm": 8.0596284866333,
"learning_rate": 8.506183921362443e-05,
"loss": 8.1928,
"step": 58
},
{
"epoch": 0.612987012987013,
"grad_norm": 7.77897834777832,
"learning_rate": 8.44676704559283e-05,
"loss": 8.6797,
"step": 59
},
{
"epoch": 0.6233766233766234,
"grad_norm": 7.5727739334106445,
"learning_rate": 8.386407858128706e-05,
"loss": 8.0157,
"step": 60
},
{
"epoch": 0.6337662337662338,
"grad_norm": 8.128865242004395,
"learning_rate": 8.32512286056924e-05,
"loss": 8.0167,
"step": 61
},
{
"epoch": 0.6441558441558441,
"grad_norm": 8.543482780456543,
"learning_rate": 8.262928807620843e-05,
"loss": 7.5544,
"step": 62
},
{
"epoch": 0.6545454545454545,
"grad_norm": 9.390509605407715,
"learning_rate": 8.199842702516583e-05,
"loss": 6.7948,
"step": 63
},
{
"epoch": 0.6649350649350649,
"grad_norm": 8.727639198303223,
"learning_rate": 8.135881792367686e-05,
"loss": 5.8634,
"step": 64
},
{
"epoch": 0.6753246753246753,
"grad_norm": 9.404783248901367,
"learning_rate": 8.07106356344834e-05,
"loss": 6.7982,
"step": 65
},
{
"epoch": 0.6857142857142857,
"grad_norm": 10.930840492248535,
"learning_rate": 8.005405736415126e-05,
"loss": 6.1879,
"step": 66
},
{
"epoch": 0.6961038961038961,
"grad_norm": 11.340508460998535,
"learning_rate": 7.938926261462366e-05,
"loss": 7.1018,
"step": 67
},
{
"epoch": 0.7064935064935065,
"grad_norm": 13.48990535736084,
"learning_rate": 7.871643313414718e-05,
"loss": 6.5251,
"step": 68
},
{
"epoch": 0.7168831168831169,
"grad_norm": 12.432119369506836,
"learning_rate": 7.803575286758364e-05,
"loss": 7.9855,
"step": 69
},
{
"epoch": 0.7272727272727273,
"grad_norm": 10.703782081604004,
"learning_rate": 7.734740790612136e-05,
"loss": 6.5666,
"step": 70
},
{
"epoch": 0.7376623376623377,
"grad_norm": 13.081381797790527,
"learning_rate": 7.66515864363997e-05,
"loss": 6.809,
"step": 71
},
{
"epoch": 0.7480519480519481,
"grad_norm": 19.80504035949707,
"learning_rate": 7.594847868906076e-05,
"loss": 7.5142,
"step": 72
},
{
"epoch": 0.7584415584415585,
"grad_norm": 10.704850196838379,
"learning_rate": 7.52382768867422e-05,
"loss": 4.4006,
"step": 73
},
{
"epoch": 0.7688311688311689,
"grad_norm": 13.030965805053711,
"learning_rate": 7.452117519152542e-05,
"loss": 3.3694,
"step": 74
},
{
"epoch": 0.7792207792207793,
"grad_norm": 6.568570613861084,
"learning_rate": 7.379736965185368e-05,
"loss": 2.4073,
"step": 75
},
{
"epoch": 0.7896103896103897,
"grad_norm": 6.250870704650879,
"learning_rate": 7.30670581489344e-05,
"loss": 2.7468,
"step": 76
},
{
"epoch": 0.8,
"grad_norm": 6.548810005187988,
"learning_rate": 7.233044034264034e-05,
"loss": 2.7367,
"step": 77
},
{
"epoch": 0.8103896103896104,
"grad_norm": 8.425154685974121,
"learning_rate": 7.158771761692464e-05,
"loss": 2.974,
"step": 78
},
{
"epoch": 0.8207792207792208,
"grad_norm": 7.15788459777832,
"learning_rate": 7.083909302476453e-05,
"loss": 2.7824,
"step": 79
},
{
"epoch": 0.8311688311688312,
"grad_norm": 7.519354343414307,
"learning_rate": 7.008477123264848e-05,
"loss": 3.5674,
"step": 80
},
{
"epoch": 0.8415584415584415,
"grad_norm": 6.716894149780273,
"learning_rate": 6.932495846462261e-05,
"loss": 2.6515,
"step": 81
},
{
"epoch": 0.8519480519480519,
"grad_norm": 11.737421035766602,
"learning_rate": 6.855986244591104e-05,
"loss": 6.8524,
"step": 82
},
{
"epoch": 0.8623376623376623,
"grad_norm": 8.733500480651855,
"learning_rate": 6.778969234612584e-05,
"loss": 8.1369,
"step": 83
},
{
"epoch": 0.8727272727272727,
"grad_norm": 6.9031524658203125,
"learning_rate": 6.701465872208216e-05,
"loss": 7.1535,
"step": 84
},
{
"epoch": 0.8831168831168831,
"grad_norm": 7.697841167449951,
"learning_rate": 6.623497346023418e-05,
"loss": 7.8616,
"step": 85
},
{
"epoch": 0.8935064935064935,
"grad_norm": 8.681374549865723,
"learning_rate": 6.545084971874738e-05,
"loss": 7.5235,
"step": 86
},
{
"epoch": 0.9038961038961039,
"grad_norm": 8.785867691040039,
"learning_rate": 6.466250186922325e-05,
"loss": 6.5892,
"step": 87
},
{
"epoch": 0.9142857142857143,
"grad_norm": 7.821460723876953,
"learning_rate": 6.387014543809223e-05,
"loss": 6.141,
"step": 88
},
{
"epoch": 0.9246753246753247,
"grad_norm": 9.128939628601074,
"learning_rate": 6.307399704769099e-05,
"loss": 6.6418,
"step": 89
},
{
"epoch": 0.935064935064935,
"grad_norm": 9.948941230773926,
"learning_rate": 6.227427435703997e-05,
"loss": 6.4697,
"step": 90
},
{
"epoch": 0.9454545454545454,
"grad_norm": 9.007524490356445,
"learning_rate": 6.147119600233758e-05,
"loss": 5.0825,
"step": 91
},
{
"epoch": 0.9558441558441558,
"grad_norm": 10.270989418029785,
"learning_rate": 6.066498153718735e-05,
"loss": 6.6769,
"step": 92
},
{
"epoch": 0.9662337662337662,
"grad_norm": 8.930907249450684,
"learning_rate": 5.985585137257401e-05,
"loss": 6.3437,
"step": 93
},
{
"epoch": 0.9766233766233766,
"grad_norm": 11.508402824401855,
"learning_rate": 5.90440267166055e-05,
"loss": 6.4219,
"step": 94
},
{
"epoch": 0.987012987012987,
"grad_norm": 11.598711013793945,
"learning_rate": 5.8229729514036705e-05,
"loss": 6.5476,
"step": 95
},
{
"epoch": 0.9974025974025974,
"grad_norm": 13.854345321655273,
"learning_rate": 5.74131823855921e-05,
"loss": 7.5381,
"step": 96
},
{
"epoch": 1.0077922077922077,
"grad_norm": 9.219615936279297,
"learning_rate": 5.6594608567103456e-05,
"loss": 3.2788,
"step": 97
},
{
"epoch": 1.018181818181818,
"grad_norm": 13.471745491027832,
"learning_rate": 5.577423184847932e-05,
"loss": 3.6087,
"step": 98
},
{
"epoch": 1.0285714285714285,
"grad_norm": 9.81554889678955,
"learning_rate": 5.495227651252315e-05,
"loss": 2.9225,
"step": 99
},
{
"epoch": 1.0389610389610389,
"grad_norm": 6.4711713790893555,
"learning_rate": 5.4128967273616625e-05,
"loss": 2.2524,
"step": 100
},
{
"epoch": 1.0389610389610389,
"eval_loss": 1.3966870307922363,
"eval_runtime": 17.6798,
"eval_samples_per_second": 9.163,
"eval_steps_per_second": 2.319,
"step": 100
},
{
"epoch": 1.0493506493506493,
"grad_norm": 4.8298211097717285,
"learning_rate": 5.330452921628497e-05,
"loss": 1.9599,
"step": 101
},
{
"epoch": 1.0597402597402596,
"grad_norm": 5.62297248840332,
"learning_rate": 5.247918773366112e-05,
"loss": 2.3965,
"step": 102
},
{
"epoch": 1.07012987012987,
"grad_norm": 6.82028341293335,
"learning_rate": 5.165316846586541e-05,
"loss": 2.1813,
"step": 103
},
{
"epoch": 1.0805194805194804,
"grad_norm": 6.9543681144714355,
"learning_rate": 5.0826697238317935e-05,
"loss": 2.922,
"step": 104
},
{
"epoch": 1.0909090909090908,
"grad_norm": 6.295071125030518,
"learning_rate": 5e-05,
"loss": 2.3324,
"step": 105
},
{
"epoch": 1.1012987012987012,
"grad_norm": 7.006751537322998,
"learning_rate": 4.917330276168208e-05,
"loss": 4.2554,
"step": 106
},
{
"epoch": 1.1116883116883116,
"grad_norm": 8.033415794372559,
"learning_rate": 4.834683153413459e-05,
"loss": 7.4226,
"step": 107
},
{
"epoch": 1.122077922077922,
"grad_norm": 8.618865013122559,
"learning_rate": 4.7520812266338885e-05,
"loss": 6.0883,
"step": 108
},
{
"epoch": 1.1324675324675324,
"grad_norm": 9.674217224121094,
"learning_rate": 4.669547078371504e-05,
"loss": 6.6833,
"step": 109
},
{
"epoch": 1.1428571428571428,
"grad_norm": 9.726120948791504,
"learning_rate": 4.5871032726383386e-05,
"loss": 6.5203,
"step": 110
},
{
"epoch": 1.1532467532467532,
"grad_norm": 10.187649726867676,
"learning_rate": 4.504772348747687e-05,
"loss": 5.4712,
"step": 111
},
{
"epoch": 1.1636363636363636,
"grad_norm": 7.7742204666137695,
"learning_rate": 4.4225768151520694e-05,
"loss": 4.8648,
"step": 112
},
{
"epoch": 1.174025974025974,
"grad_norm": 7.537053108215332,
"learning_rate": 4.3405391432896555e-05,
"loss": 4.8424,
"step": 113
},
{
"epoch": 1.1844155844155844,
"grad_norm": 7.639577388763428,
"learning_rate": 4.2586817614407895e-05,
"loss": 5.0491,
"step": 114
},
{
"epoch": 1.1948051948051948,
"grad_norm": 8.44564151763916,
"learning_rate": 4.17702704859633e-05,
"loss": 4.9983,
"step": 115
},
{
"epoch": 1.2051948051948052,
"grad_norm": 9.784296989440918,
"learning_rate": 4.095597328339452e-05,
"loss": 4.7446,
"step": 116
},
{
"epoch": 1.2155844155844155,
"grad_norm": 10.338263511657715,
"learning_rate": 4.0144148627425993e-05,
"loss": 4.9891,
"step": 117
},
{
"epoch": 1.225974025974026,
"grad_norm": 9.289170265197754,
"learning_rate": 3.933501846281267e-05,
"loss": 4.8652,
"step": 118
},
{
"epoch": 1.2363636363636363,
"grad_norm": 10.834447860717773,
"learning_rate": 3.852880399766243e-05,
"loss": 6.0718,
"step": 119
},
{
"epoch": 1.2467532467532467,
"grad_norm": 15.810344696044922,
"learning_rate": 3.772572564296005e-05,
"loss": 6.4537,
"step": 120
},
{
"epoch": 1.2571428571428571,
"grad_norm": 10.030280113220215,
"learning_rate": 3.6926002952309016e-05,
"loss": 4.4054,
"step": 121
},
{
"epoch": 1.2675324675324675,
"grad_norm": 7.7678542137146,
"learning_rate": 3.612985456190778e-05,
"loss": 3.0262,
"step": 122
},
{
"epoch": 1.277922077922078,
"grad_norm": 7.925251007080078,
"learning_rate": 3.533749813077677e-05,
"loss": 2.9114,
"step": 123
},
{
"epoch": 1.2883116883116883,
"grad_norm": 7.526194095611572,
"learning_rate": 3.4549150281252636e-05,
"loss": 2.4406,
"step": 124
},
{
"epoch": 1.2987012987012987,
"grad_norm": 5.604697227478027,
"learning_rate": 3.3765026539765834e-05,
"loss": 3.0147,
"step": 125
},
{
"epoch": 1.309090909090909,
"grad_norm": 4.74526309967041,
"learning_rate": 3.298534127791785e-05,
"loss": 1.9752,
"step": 126
},
{
"epoch": 1.3194805194805195,
"grad_norm": 5.007875919342041,
"learning_rate": 3.221030765387417e-05,
"loss": 2.5355,
"step": 127
},
{
"epoch": 1.3298701298701299,
"grad_norm": 4.6705522537231445,
"learning_rate": 3.144013755408895e-05,
"loss": 2.2372,
"step": 128
},
{
"epoch": 1.3402597402597403,
"grad_norm": 5.362880229949951,
"learning_rate": 3.0675041535377405e-05,
"loss": 2.6266,
"step": 129
},
{
"epoch": 1.3506493506493507,
"grad_norm": 7.047678470611572,
"learning_rate": 2.991522876735154e-05,
"loss": 4.9401,
"step": 130
},
{
"epoch": 1.361038961038961,
"grad_norm": 9.125067710876465,
"learning_rate": 2.916090697523549e-05,
"loss": 7.0799,
"step": 131
},
{
"epoch": 1.3714285714285714,
"grad_norm": 8.402087211608887,
"learning_rate": 2.8412282383075363e-05,
"loss": 6.2997,
"step": 132
},
{
"epoch": 1.3818181818181818,
"grad_norm": 10.548008918762207,
"learning_rate": 2.766955965735968e-05,
"loss": 5.776,
"step": 133
},
{
"epoch": 1.3922077922077922,
"grad_norm": 9.06477165222168,
"learning_rate": 2.693294185106562e-05,
"loss": 5.0487,
"step": 134
},
{
"epoch": 1.4025974025974026,
"grad_norm": 8.907748222351074,
"learning_rate": 2.6202630348146324e-05,
"loss": 5.2745,
"step": 135
},
{
"epoch": 1.412987012987013,
"grad_norm": 8.275110244750977,
"learning_rate": 2.547882480847461e-05,
"loss": 5.037,
"step": 136
},
{
"epoch": 1.4233766233766234,
"grad_norm": 8.878284454345703,
"learning_rate": 2.476172311325783e-05,
"loss": 5.1518,
"step": 137
},
{
"epoch": 1.4337662337662338,
"grad_norm": 8.040092468261719,
"learning_rate": 2.405152131093926e-05,
"loss": 4.7976,
"step": 138
},
{
"epoch": 1.4441558441558442,
"grad_norm": 8.314255714416504,
"learning_rate": 2.3348413563600325e-05,
"loss": 4.4029,
"step": 139
},
{
"epoch": 1.4545454545454546,
"grad_norm": 8.156502723693848,
"learning_rate": 2.2652592093878666e-05,
"loss": 4.6942,
"step": 140
},
{
"epoch": 1.464935064935065,
"grad_norm": 8.139363288879395,
"learning_rate": 2.196424713241637e-05,
"loss": 4.2336,
"step": 141
},
{
"epoch": 1.4753246753246754,
"grad_norm": 8.715726852416992,
"learning_rate": 2.128356686585282e-05,
"loss": 4.7041,
"step": 142
},
{
"epoch": 1.4857142857142858,
"grad_norm": 12.391234397888184,
"learning_rate": 2.061073738537635e-05,
"loss": 5.6744,
"step": 143
},
{
"epoch": 1.4961038961038962,
"grad_norm": 13.300928115844727,
"learning_rate": 1.9945942635848748e-05,
"loss": 5.008,
"step": 144
},
{
"epoch": 1.5064935064935066,
"grad_norm": 9.186776161193848,
"learning_rate": 1.928936436551661e-05,
"loss": 4.0296,
"step": 145
},
{
"epoch": 1.516883116883117,
"grad_norm": 5.429232120513916,
"learning_rate": 1.8641182076323148e-05,
"loss": 2.8769,
"step": 146
},
{
"epoch": 1.5272727272727273,
"grad_norm": 4.596438407897949,
"learning_rate": 1.800157297483417e-05,
"loss": 2.1347,
"step": 147
},
{
"epoch": 1.5376623376623377,
"grad_norm": 5.0025153160095215,
"learning_rate": 1.7370711923791567e-05,
"loss": 2.2994,
"step": 148
},
{
"epoch": 1.5480519480519481,
"grad_norm": 5.6127424240112305,
"learning_rate": 1.6748771394307585e-05,
"loss": 2.435,
"step": 149
},
{
"epoch": 1.5584415584415585,
"grad_norm": 5.865082740783691,
"learning_rate": 1.6135921418712956e-05,
"loss": 2.6015,
"step": 150
},
{
"epoch": 1.5584415584415585,
"eval_loss": 1.1305404901504517,
"eval_runtime": 17.6657,
"eval_samples_per_second": 9.17,
"eval_steps_per_second": 2.321,
"step": 150
},
{
"epoch": 1.568831168831169,
"grad_norm": 5.170528888702393,
"learning_rate": 1.553232954407171e-05,
"loss": 2.3905,
"step": 151
},
{
"epoch": 1.5792207792207793,
"grad_norm": 4.3099684715271,
"learning_rate": 1.4938160786375572e-05,
"loss": 2.7319,
"step": 152
},
{
"epoch": 1.5896103896103897,
"grad_norm": 4.874051094055176,
"learning_rate": 1.435357758543015e-05,
"loss": 2.1678,
"step": 153
},
{
"epoch": 1.6,
"grad_norm": 4.369326591491699,
"learning_rate": 1.3778739760445552e-05,
"loss": 2.2023,
"step": 154
},
{
"epoch": 1.6103896103896105,
"grad_norm": 5.5656208992004395,
"learning_rate": 1.3213804466343421e-05,
"loss": 5.633,
"step": 155
},
{
"epoch": 1.6207792207792209,
"grad_norm": 6.201586723327637,
"learning_rate": 1.2658926150792322e-05,
"loss": 6.274,
"step": 156
},
{
"epoch": 1.6311688311688313,
"grad_norm": 5.742591857910156,
"learning_rate": 1.2114256511983274e-05,
"loss": 5.6708,
"step": 157
},
{
"epoch": 1.6415584415584417,
"grad_norm": 6.552910327911377,
"learning_rate": 1.157994445715706e-05,
"loss": 5.6128,
"step": 158
},
{
"epoch": 1.651948051948052,
"grad_norm": 6.758118629455566,
"learning_rate": 1.1056136061894384e-05,
"loss": 5.2651,
"step": 159
},
{
"epoch": 1.6623376623376624,
"grad_norm": 7.367403984069824,
"learning_rate": 1.0542974530180327e-05,
"loss": 5.1076,
"step": 160
},
{
"epoch": 1.6727272727272728,
"grad_norm": 6.784215450286865,
"learning_rate": 1.0040600155253765e-05,
"loss": 4.8536,
"step": 161
},
{
"epoch": 1.6831168831168832,
"grad_norm": 6.996103763580322,
"learning_rate": 9.549150281252633e-06,
"loss": 4.7528,
"step": 162
},
{
"epoch": 1.6935064935064936,
"grad_norm": 7.404736518859863,
"learning_rate": 9.068759265665384e-06,
"loss": 4.6678,
"step": 163
},
{
"epoch": 1.703896103896104,
"grad_norm": 7.734273910522461,
"learning_rate": 8.599558442598998e-06,
"loss": 4.8665,
"step": 164
},
{
"epoch": 1.7142857142857144,
"grad_norm": 6.749300956726074,
"learning_rate": 8.141676086873572e-06,
"loss": 4.018,
"step": 165
},
{
"epoch": 1.7246753246753248,
"grad_norm": 7.454032897949219,
"learning_rate": 7.695237378953223e-06,
"loss": 4.4993,
"step": 166
},
{
"epoch": 1.7350649350649352,
"grad_norm": 7.844083786010742,
"learning_rate": 7.260364370723044e-06,
"loss": 4.9886,
"step": 167
},
{
"epoch": 1.7454545454545456,
"grad_norm": 8.775789260864258,
"learning_rate": 6.837175952121306e-06,
"loss": 4.9276,
"step": 168
},
{
"epoch": 1.755844155844156,
"grad_norm": 6.844546318054199,
"learning_rate": 6.425787818636131e-06,
"loss": 3.5865,
"step": 169
},
{
"epoch": 1.7662337662337664,
"grad_norm": 4.647339344024658,
"learning_rate": 6.026312439675552e-06,
"loss": 2.1378,
"step": 170
},
{
"epoch": 1.7766233766233768,
"grad_norm": 3.966866970062256,
"learning_rate": 5.6388590278194096e-06,
"loss": 1.5739,
"step": 171
},
{
"epoch": 1.7870129870129872,
"grad_norm": 3.4939467906951904,
"learning_rate": 5.263533508961827e-06,
"loss": 1.8429,
"step": 172
},
{
"epoch": 1.7974025974025976,
"grad_norm": 4.136079788208008,
"learning_rate": 4.900438493352055e-06,
"loss": 2.665,
"step": 173
},
{
"epoch": 1.807792207792208,
"grad_norm": 4.141876697540283,
"learning_rate": 4.549673247541875e-06,
"loss": 2.1124,
"step": 174
},
{
"epoch": 1.8181818181818183,
"grad_norm": 3.7042453289031982,
"learning_rate": 4.2113336672471245e-06,
"loss": 1.8111,
"step": 175
},
{
"epoch": 1.8285714285714287,
"grad_norm": 3.4887776374816895,
"learning_rate": 3.885512251130763e-06,
"loss": 2.125,
"step": 176
},
{
"epoch": 1.838961038961039,
"grad_norm": 3.9858288764953613,
"learning_rate": 3.5722980755146517e-06,
"loss": 2.5508,
"step": 177
},
{
"epoch": 1.8493506493506493,
"grad_norm": 4.289741039276123,
"learning_rate": 3.271776770026963e-06,
"loss": 4.7447,
"step": 178
},
{
"epoch": 1.8597402597402597,
"grad_norm": 4.905272483825684,
"learning_rate": 2.9840304941919415e-06,
"loss": 5.6626,
"step": 179
},
{
"epoch": 1.87012987012987,
"grad_norm": 5.245787620544434,
"learning_rate": 2.7091379149682685e-06,
"loss": 5.2248,
"step": 180
},
{
"epoch": 1.8805194805194805,
"grad_norm": 5.358595371246338,
"learning_rate": 2.4471741852423237e-06,
"loss": 5.0606,
"step": 181
},
{
"epoch": 1.8909090909090909,
"grad_norm": 5.522986888885498,
"learning_rate": 2.1982109232821178e-06,
"loss": 4.697,
"step": 182
},
{
"epoch": 1.9012987012987013,
"grad_norm": 6.3037567138671875,
"learning_rate": 1.962316193157593e-06,
"loss": 4.6385,
"step": 183
},
{
"epoch": 1.9116883116883117,
"grad_norm": 5.5842156410217285,
"learning_rate": 1.7395544861325718e-06,
"loss": 3.22,
"step": 184
},
{
"epoch": 1.922077922077922,
"grad_norm": 6.254377841949463,
"learning_rate": 1.5299867030334814e-06,
"loss": 4.4255,
"step": 185
},
{
"epoch": 1.9324675324675324,
"grad_norm": 6.8060688972473145,
"learning_rate": 1.333670137599713e-06,
"loss": 4.0363,
"step": 186
},
{
"epoch": 1.9428571428571428,
"grad_norm": 6.3796281814575195,
"learning_rate": 1.1506584608200367e-06,
"loss": 3.5349,
"step": 187
},
{
"epoch": 1.9532467532467532,
"grad_norm": 6.6795525550842285,
"learning_rate": 9.810017062595322e-07,
"loss": 3.969,
"step": 188
},
{
"epoch": 1.9636363636363636,
"grad_norm": 7.662219524383545,
"learning_rate": 8.247462563808817e-07,
"loss": 4.7187,
"step": 189
},
{
"epoch": 1.974025974025974,
"grad_norm": 7.727159023284912,
"learning_rate": 6.819348298638839e-07,
"loss": 4.7441,
"step": 190
},
{
"epoch": 1.9844155844155844,
"grad_norm": 7.926812648773193,
"learning_rate": 5.526064699265753e-07,
"loss": 3.9615,
"step": 191
},
{
"epoch": 1.9948051948051948,
"grad_norm": 8.720477104187012,
"learning_rate": 4.367965336512403e-07,
"loss": 4.6637,
"step": 192
},
{
"epoch": 2.005194805194805,
"grad_norm": 6.45317268371582,
"learning_rate": 3.3453668231809286e-07,
"loss": 3.1517,
"step": 193
},
{
"epoch": 2.0155844155844154,
"grad_norm": 3.595613479614258,
"learning_rate": 2.458548727494292e-07,
"loss": 1.8118,
"step": 194
},
{
"epoch": 2.0259740259740258,
"grad_norm": 3.1194632053375244,
"learning_rate": 1.7077534966650766e-07,
"loss": 1.7154,
"step": 195
},
{
"epoch": 2.036363636363636,
"grad_norm": 2.623842477798462,
"learning_rate": 1.0931863906127327e-07,
"loss": 1.3929,
"step": 196
},
{
"epoch": 2.0467532467532465,
"grad_norm": 3.148817539215088,
"learning_rate": 6.150154258476315e-08,
"loss": 1.8314,
"step": 197
},
{
"epoch": 2.057142857142857,
"grad_norm": 3.2968947887420654,
"learning_rate": 2.7337132953697554e-08,
"loss": 1.8536,
"step": 198
},
{
"epoch": 2.0675324675324673,
"grad_norm": 3.0172317028045654,
"learning_rate": 6.834750376549792e-09,
"loss": 1.8112,
"step": 199
},
{
"epoch": 2.0779220779220777,
"grad_norm": 3.5751686096191406,
"learning_rate": 0.0,
"loss": 1.9267,
"step": 200
},
{
"epoch": 2.0779220779220777,
"eval_loss": 1.0952991247177124,
"eval_runtime": 17.67,
"eval_samples_per_second": 9.168,
"eval_steps_per_second": 2.32,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 4.636017855509299e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}