prxy5604's picture
Training in progress, step 200, checkpoint
a285a4a verified
{
"best_metric": 1.2930774688720703,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.8385744234800838,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0041928721174004195,
"grad_norm": 26.132644653320312,
"learning_rate": 1e-05,
"loss": 11.9012,
"step": 1
},
{
"epoch": 0.0041928721174004195,
"eval_loss": 3.0544967651367188,
"eval_runtime": 44.0725,
"eval_samples_per_second": 9.121,
"eval_steps_per_second": 2.292,
"step": 1
},
{
"epoch": 0.008385744234800839,
"grad_norm": 36.28742980957031,
"learning_rate": 2e-05,
"loss": 13.0845,
"step": 2
},
{
"epoch": 0.012578616352201259,
"grad_norm": 45.885284423828125,
"learning_rate": 3e-05,
"loss": 14.6054,
"step": 3
},
{
"epoch": 0.016771488469601678,
"grad_norm": 42.03292465209961,
"learning_rate": 4e-05,
"loss": 13.9683,
"step": 4
},
{
"epoch": 0.020964360587002098,
"grad_norm": 47.916175842285156,
"learning_rate": 5e-05,
"loss": 10.7715,
"step": 5
},
{
"epoch": 0.025157232704402517,
"grad_norm": 20.316499710083008,
"learning_rate": 6e-05,
"loss": 8.3264,
"step": 6
},
{
"epoch": 0.029350104821802937,
"grad_norm": 21.001514434814453,
"learning_rate": 7e-05,
"loss": 7.8696,
"step": 7
},
{
"epoch": 0.033542976939203356,
"grad_norm": 19.75449562072754,
"learning_rate": 8e-05,
"loss": 6.6757,
"step": 8
},
{
"epoch": 0.03773584905660377,
"grad_norm": 22.971229553222656,
"learning_rate": 9e-05,
"loss": 6.8329,
"step": 9
},
{
"epoch": 0.041928721174004195,
"grad_norm": 21.109153747558594,
"learning_rate": 0.0001,
"loss": 6.7707,
"step": 10
},
{
"epoch": 0.04612159329140461,
"grad_norm": 18.65835189819336,
"learning_rate": 9.999316524962345e-05,
"loss": 6.3268,
"step": 11
},
{
"epoch": 0.050314465408805034,
"grad_norm": 17.413570404052734,
"learning_rate": 9.997266286704631e-05,
"loss": 5.7432,
"step": 12
},
{
"epoch": 0.05450733752620545,
"grad_norm": 17.838520050048828,
"learning_rate": 9.993849845741524e-05,
"loss": 5.8578,
"step": 13
},
{
"epoch": 0.05870020964360587,
"grad_norm": 21.145803451538086,
"learning_rate": 9.989068136093873e-05,
"loss": 5.4755,
"step": 14
},
{
"epoch": 0.06289308176100629,
"grad_norm": 15.322203636169434,
"learning_rate": 9.98292246503335e-05,
"loss": 5.9927,
"step": 15
},
{
"epoch": 0.06708595387840671,
"grad_norm": 13.84201431274414,
"learning_rate": 9.975414512725057e-05,
"loss": 5.5105,
"step": 16
},
{
"epoch": 0.07127882599580712,
"grad_norm": 13.809650421142578,
"learning_rate": 9.966546331768191e-05,
"loss": 5.3261,
"step": 17
},
{
"epoch": 0.07547169811320754,
"grad_norm": 14.959165573120117,
"learning_rate": 9.956320346634876e-05,
"loss": 5.2148,
"step": 18
},
{
"epoch": 0.07966457023060797,
"grad_norm": 15.26698112487793,
"learning_rate": 9.944739353007344e-05,
"loss": 5.5136,
"step": 19
},
{
"epoch": 0.08385744234800839,
"grad_norm": 16.680856704711914,
"learning_rate": 9.931806517013612e-05,
"loss": 5.2218,
"step": 20
},
{
"epoch": 0.0880503144654088,
"grad_norm": 14.962255477905273,
"learning_rate": 9.917525374361912e-05,
"loss": 4.9713,
"step": 21
},
{
"epoch": 0.09224318658280922,
"grad_norm": 16.719751358032227,
"learning_rate": 9.901899829374047e-05,
"loss": 5.0492,
"step": 22
},
{
"epoch": 0.09643605870020965,
"grad_norm": 13.605834007263184,
"learning_rate": 9.884934153917997e-05,
"loss": 5.1194,
"step": 23
},
{
"epoch": 0.10062893081761007,
"grad_norm": 14.808418273925781,
"learning_rate": 9.86663298624003e-05,
"loss": 4.6639,
"step": 24
},
{
"epoch": 0.10482180293501048,
"grad_norm": 13.41181755065918,
"learning_rate": 9.847001329696653e-05,
"loss": 5.3685,
"step": 25
},
{
"epoch": 0.1090146750524109,
"grad_norm": 15.861624717712402,
"learning_rate": 9.826044551386744e-05,
"loss": 4.9872,
"step": 26
},
{
"epoch": 0.11320754716981132,
"grad_norm": 14.191696166992188,
"learning_rate": 9.803768380684242e-05,
"loss": 5.2217,
"step": 27
},
{
"epoch": 0.11740041928721175,
"grad_norm": 14.087152481079102,
"learning_rate": 9.780178907671789e-05,
"loss": 4.8128,
"step": 28
},
{
"epoch": 0.12159329140461216,
"grad_norm": 13.271366119384766,
"learning_rate": 9.755282581475769e-05,
"loss": 4.8184,
"step": 29
},
{
"epoch": 0.12578616352201258,
"grad_norm": 14.966277122497559,
"learning_rate": 9.729086208503174e-05,
"loss": 4.9615,
"step": 30
},
{
"epoch": 0.129979035639413,
"grad_norm": 12.936847686767578,
"learning_rate": 9.701596950580806e-05,
"loss": 4.8281,
"step": 31
},
{
"epoch": 0.13417190775681342,
"grad_norm": 12.324258804321289,
"learning_rate": 9.672822322997305e-05,
"loss": 4.7617,
"step": 32
},
{
"epoch": 0.13836477987421383,
"grad_norm": 13.070696830749512,
"learning_rate": 9.642770192448536e-05,
"loss": 5.0061,
"step": 33
},
{
"epoch": 0.14255765199161424,
"grad_norm": 14.148125648498535,
"learning_rate": 9.611448774886924e-05,
"loss": 4.9349,
"step": 34
},
{
"epoch": 0.14675052410901468,
"grad_norm": 12.829872131347656,
"learning_rate": 9.578866633275288e-05,
"loss": 5.1966,
"step": 35
},
{
"epoch": 0.1509433962264151,
"grad_norm": 15.064430236816406,
"learning_rate": 9.545032675245813e-05,
"loss": 5.1889,
"step": 36
},
{
"epoch": 0.15513626834381553,
"grad_norm": 13.483580589294434,
"learning_rate": 9.509956150664796e-05,
"loss": 4.9406,
"step": 37
},
{
"epoch": 0.15932914046121593,
"grad_norm": 14.467133522033691,
"learning_rate": 9.473646649103818e-05,
"loss": 4.6874,
"step": 38
},
{
"epoch": 0.16352201257861634,
"grad_norm": 14.77626895904541,
"learning_rate": 9.43611409721806e-05,
"loss": 5.4034,
"step": 39
},
{
"epoch": 0.16771488469601678,
"grad_norm": 13.509198188781738,
"learning_rate": 9.397368756032445e-05,
"loss": 5.0737,
"step": 40
},
{
"epoch": 0.1719077568134172,
"grad_norm": 14.06533432006836,
"learning_rate": 9.357421218136386e-05,
"loss": 4.9448,
"step": 41
},
{
"epoch": 0.1761006289308176,
"grad_norm": 14.199156761169434,
"learning_rate": 9.316282404787871e-05,
"loss": 5.2226,
"step": 42
},
{
"epoch": 0.18029350104821804,
"grad_norm": 14.681893348693848,
"learning_rate": 9.273963562927695e-05,
"loss": 5.2379,
"step": 43
},
{
"epoch": 0.18448637316561844,
"grad_norm": 15.566058158874512,
"learning_rate": 9.230476262104677e-05,
"loss": 5.2613,
"step": 44
},
{
"epoch": 0.18867924528301888,
"grad_norm": 13.801526069641113,
"learning_rate": 9.185832391312644e-05,
"loss": 5.461,
"step": 45
},
{
"epoch": 0.1928721174004193,
"grad_norm": 18.503665924072266,
"learning_rate": 9.140044155740101e-05,
"loss": 5.5382,
"step": 46
},
{
"epoch": 0.1970649895178197,
"grad_norm": 233.49794006347656,
"learning_rate": 9.093124073433463e-05,
"loss": 5.9307,
"step": 47
},
{
"epoch": 0.20125786163522014,
"grad_norm": 85.2809066772461,
"learning_rate": 9.045084971874738e-05,
"loss": 5.412,
"step": 48
},
{
"epoch": 0.20545073375262055,
"grad_norm": 18.1092529296875,
"learning_rate": 8.995939984474624e-05,
"loss": 5.5137,
"step": 49
},
{
"epoch": 0.20964360587002095,
"grad_norm": 17.491830825805664,
"learning_rate": 8.945702546981969e-05,
"loss": 5.7121,
"step": 50
},
{
"epoch": 0.20964360587002095,
"eval_loss": 1.4252018928527832,
"eval_runtime": 45.3289,
"eval_samples_per_second": 8.869,
"eval_steps_per_second": 2.228,
"step": 50
},
{
"epoch": 0.2138364779874214,
"grad_norm": 17.839067459106445,
"learning_rate": 8.894386393810563e-05,
"loss": 8.458,
"step": 51
},
{
"epoch": 0.2180293501048218,
"grad_norm": 16.638402938842773,
"learning_rate": 8.842005554284296e-05,
"loss": 8.5195,
"step": 52
},
{
"epoch": 0.2222222222222222,
"grad_norm": 18.481019973754883,
"learning_rate": 8.788574348801675e-05,
"loss": 7.6538,
"step": 53
},
{
"epoch": 0.22641509433962265,
"grad_norm": 15.877742767333984,
"learning_rate": 8.73410738492077e-05,
"loss": 8.4381,
"step": 54
},
{
"epoch": 0.23060796645702306,
"grad_norm": 18.584312438964844,
"learning_rate": 8.678619553365659e-05,
"loss": 7.5717,
"step": 55
},
{
"epoch": 0.2348008385744235,
"grad_norm": 15.255925178527832,
"learning_rate": 8.622126023955446e-05,
"loss": 6.4571,
"step": 56
},
{
"epoch": 0.2389937106918239,
"grad_norm": 14.540227890014648,
"learning_rate": 8.564642241456986e-05,
"loss": 6.3747,
"step": 57
},
{
"epoch": 0.2431865828092243,
"grad_norm": 64.81522369384766,
"learning_rate": 8.506183921362443e-05,
"loss": 6.495,
"step": 58
},
{
"epoch": 0.24737945492662475,
"grad_norm": 17.637868881225586,
"learning_rate": 8.44676704559283e-05,
"loss": 6.1676,
"step": 59
},
{
"epoch": 0.25157232704402516,
"grad_norm": 16.184396743774414,
"learning_rate": 8.386407858128706e-05,
"loss": 6.3003,
"step": 60
},
{
"epoch": 0.2557651991614256,
"grad_norm": 14.975420951843262,
"learning_rate": 8.32512286056924e-05,
"loss": 5.7779,
"step": 61
},
{
"epoch": 0.259958071278826,
"grad_norm": 12.618855476379395,
"learning_rate": 8.262928807620843e-05,
"loss": 5.7407,
"step": 62
},
{
"epoch": 0.2641509433962264,
"grad_norm": 20.052886962890625,
"learning_rate": 8.199842702516583e-05,
"loss": 5.6884,
"step": 63
},
{
"epoch": 0.26834381551362685,
"grad_norm": 13.004949569702148,
"learning_rate": 8.135881792367686e-05,
"loss": 5.2275,
"step": 64
},
{
"epoch": 0.27253668763102723,
"grad_norm": 12.57992172241211,
"learning_rate": 8.07106356344834e-05,
"loss": 5.3673,
"step": 65
},
{
"epoch": 0.27672955974842767,
"grad_norm": 12.553001403808594,
"learning_rate": 8.005405736415126e-05,
"loss": 5.4621,
"step": 66
},
{
"epoch": 0.2809224318658281,
"grad_norm": 14.872114181518555,
"learning_rate": 7.938926261462366e-05,
"loss": 5.331,
"step": 67
},
{
"epoch": 0.2851153039832285,
"grad_norm": 13.390371322631836,
"learning_rate": 7.871643313414718e-05,
"loss": 5.3942,
"step": 68
},
{
"epoch": 0.2893081761006289,
"grad_norm": 12.523579597473145,
"learning_rate": 7.803575286758364e-05,
"loss": 5.4148,
"step": 69
},
{
"epoch": 0.29350104821802936,
"grad_norm": 12.635327339172363,
"learning_rate": 7.734740790612136e-05,
"loss": 5.3922,
"step": 70
},
{
"epoch": 0.2976939203354298,
"grad_norm": 11.972217559814453,
"learning_rate": 7.66515864363997e-05,
"loss": 4.5972,
"step": 71
},
{
"epoch": 0.3018867924528302,
"grad_norm": 11.309503555297852,
"learning_rate": 7.594847868906076e-05,
"loss": 5.3812,
"step": 72
},
{
"epoch": 0.3060796645702306,
"grad_norm": 13.033599853515625,
"learning_rate": 7.52382768867422e-05,
"loss": 4.6551,
"step": 73
},
{
"epoch": 0.31027253668763105,
"grad_norm": 12.664169311523438,
"learning_rate": 7.452117519152542e-05,
"loss": 5.5423,
"step": 74
},
{
"epoch": 0.31446540880503143,
"grad_norm": 13.637231826782227,
"learning_rate": 7.379736965185368e-05,
"loss": 5.3014,
"step": 75
},
{
"epoch": 0.31865828092243187,
"grad_norm": 12.818574905395508,
"learning_rate": 7.30670581489344e-05,
"loss": 5.273,
"step": 76
},
{
"epoch": 0.3228511530398323,
"grad_norm": 12.218353271484375,
"learning_rate": 7.233044034264034e-05,
"loss": 5.3526,
"step": 77
},
{
"epoch": 0.3270440251572327,
"grad_norm": 11.470541000366211,
"learning_rate": 7.158771761692464e-05,
"loss": 4.8623,
"step": 78
},
{
"epoch": 0.3312368972746331,
"grad_norm": 11.281693458557129,
"learning_rate": 7.083909302476453e-05,
"loss": 5.1589,
"step": 79
},
{
"epoch": 0.33542976939203356,
"grad_norm": 12.148499488830566,
"learning_rate": 7.008477123264848e-05,
"loss": 4.6785,
"step": 80
},
{
"epoch": 0.33962264150943394,
"grad_norm": 12.78722095489502,
"learning_rate": 6.932495846462261e-05,
"loss": 4.869,
"step": 81
},
{
"epoch": 0.3438155136268344,
"grad_norm": 11.150115013122559,
"learning_rate": 6.855986244591104e-05,
"loss": 4.8388,
"step": 82
},
{
"epoch": 0.3480083857442348,
"grad_norm": 11.860318183898926,
"learning_rate": 6.778969234612584e-05,
"loss": 5.3106,
"step": 83
},
{
"epoch": 0.3522012578616352,
"grad_norm": 12.364052772521973,
"learning_rate": 6.701465872208216e-05,
"loss": 4.795,
"step": 84
},
{
"epoch": 0.35639412997903563,
"grad_norm": 15.005729675292969,
"learning_rate": 6.623497346023418e-05,
"loss": 5.5391,
"step": 85
},
{
"epoch": 0.36058700209643607,
"grad_norm": 12.835009574890137,
"learning_rate": 6.545084971874738e-05,
"loss": 4.8894,
"step": 86
},
{
"epoch": 0.36477987421383645,
"grad_norm": 12.573246002197266,
"learning_rate": 6.466250186922325e-05,
"loss": 4.6682,
"step": 87
},
{
"epoch": 0.3689727463312369,
"grad_norm": 12.361988067626953,
"learning_rate": 6.387014543809223e-05,
"loss": 4.6504,
"step": 88
},
{
"epoch": 0.3731656184486373,
"grad_norm": 13.073786735534668,
"learning_rate": 6.307399704769099e-05,
"loss": 4.7555,
"step": 89
},
{
"epoch": 0.37735849056603776,
"grad_norm": 11.83043098449707,
"learning_rate": 6.227427435703997e-05,
"loss": 4.4787,
"step": 90
},
{
"epoch": 0.38155136268343814,
"grad_norm": 11.655750274658203,
"learning_rate": 6.147119600233758e-05,
"loss": 4.8748,
"step": 91
},
{
"epoch": 0.3857442348008386,
"grad_norm": 14.224935531616211,
"learning_rate": 6.066498153718735e-05,
"loss": 5.0494,
"step": 92
},
{
"epoch": 0.389937106918239,
"grad_norm": 11.915684700012207,
"learning_rate": 5.985585137257401e-05,
"loss": 4.7808,
"step": 93
},
{
"epoch": 0.3941299790356394,
"grad_norm": 13.685681343078613,
"learning_rate": 5.90440267166055e-05,
"loss": 4.7294,
"step": 94
},
{
"epoch": 0.39832285115303984,
"grad_norm": 13.151580810546875,
"learning_rate": 5.8229729514036705e-05,
"loss": 5.6233,
"step": 95
},
{
"epoch": 0.4025157232704403,
"grad_norm": 16.578044891357422,
"learning_rate": 5.74131823855921e-05,
"loss": 5.0588,
"step": 96
},
{
"epoch": 0.40670859538784065,
"grad_norm": 13.421004295349121,
"learning_rate": 5.6594608567103456e-05,
"loss": 5.2463,
"step": 97
},
{
"epoch": 0.4109014675052411,
"grad_norm": 13.570477485656738,
"learning_rate": 5.577423184847932e-05,
"loss": 5.4574,
"step": 98
},
{
"epoch": 0.41509433962264153,
"grad_norm": 13.61705493927002,
"learning_rate": 5.495227651252315e-05,
"loss": 5.8082,
"step": 99
},
{
"epoch": 0.4192872117400419,
"grad_norm": 14.726000785827637,
"learning_rate": 5.4128967273616625e-05,
"loss": 6.2693,
"step": 100
},
{
"epoch": 0.4192872117400419,
"eval_loss": 1.33364999294281,
"eval_runtime": 44.4249,
"eval_samples_per_second": 9.049,
"eval_steps_per_second": 2.274,
"step": 100
},
{
"epoch": 0.42348008385744235,
"grad_norm": 12.140310287475586,
"learning_rate": 5.330452921628497e-05,
"loss": 7.4081,
"step": 101
},
{
"epoch": 0.4276729559748428,
"grad_norm": 12.952072143554688,
"learning_rate": 5.247918773366112e-05,
"loss": 7.5179,
"step": 102
},
{
"epoch": 0.43186582809224316,
"grad_norm": 14.149676322937012,
"learning_rate": 5.165316846586541e-05,
"loss": 7.5148,
"step": 103
},
{
"epoch": 0.4360587002096436,
"grad_norm": 13.430567741394043,
"learning_rate": 5.0826697238317935e-05,
"loss": 7.2354,
"step": 104
},
{
"epoch": 0.44025157232704404,
"grad_norm": 14.334609031677246,
"learning_rate": 5e-05,
"loss": 7.6918,
"step": 105
},
{
"epoch": 0.4444444444444444,
"grad_norm": 13.022397994995117,
"learning_rate": 4.917330276168208e-05,
"loss": 6.1959,
"step": 106
},
{
"epoch": 0.44863731656184486,
"grad_norm": 12.501748085021973,
"learning_rate": 4.834683153413459e-05,
"loss": 6.224,
"step": 107
},
{
"epoch": 0.4528301886792453,
"grad_norm": 11.310043334960938,
"learning_rate": 4.7520812266338885e-05,
"loss": 6.0405,
"step": 108
},
{
"epoch": 0.4570230607966457,
"grad_norm": 10.855735778808594,
"learning_rate": 4.669547078371504e-05,
"loss": 5.9622,
"step": 109
},
{
"epoch": 0.4612159329140461,
"grad_norm": 12.147499084472656,
"learning_rate": 4.5871032726383386e-05,
"loss": 5.5303,
"step": 110
},
{
"epoch": 0.46540880503144655,
"grad_norm": 12.338438987731934,
"learning_rate": 4.504772348747687e-05,
"loss": 5.5863,
"step": 111
},
{
"epoch": 0.469601677148847,
"grad_norm": 11.445416450500488,
"learning_rate": 4.4225768151520694e-05,
"loss": 5.0989,
"step": 112
},
{
"epoch": 0.47379454926624737,
"grad_norm": 11.623116493225098,
"learning_rate": 4.3405391432896555e-05,
"loss": 5.4732,
"step": 113
},
{
"epoch": 0.4779874213836478,
"grad_norm": 13.362641334533691,
"learning_rate": 4.2586817614407895e-05,
"loss": 5.1787,
"step": 114
},
{
"epoch": 0.48218029350104824,
"grad_norm": 11.479286193847656,
"learning_rate": 4.17702704859633e-05,
"loss": 4.9233,
"step": 115
},
{
"epoch": 0.4863731656184486,
"grad_norm": 12.21015739440918,
"learning_rate": 4.095597328339452e-05,
"loss": 4.7571,
"step": 116
},
{
"epoch": 0.49056603773584906,
"grad_norm": 12.11827278137207,
"learning_rate": 4.0144148627425993e-05,
"loss": 5.1819,
"step": 117
},
{
"epoch": 0.4947589098532495,
"grad_norm": 11.634247779846191,
"learning_rate": 3.933501846281267e-05,
"loss": 4.7911,
"step": 118
},
{
"epoch": 0.4989517819706499,
"grad_norm": 12.284260749816895,
"learning_rate": 3.852880399766243e-05,
"loss": 5.0751,
"step": 119
},
{
"epoch": 0.5031446540880503,
"grad_norm": 11.85743236541748,
"learning_rate": 3.772572564296005e-05,
"loss": 4.9025,
"step": 120
},
{
"epoch": 0.5073375262054507,
"grad_norm": 12.35157299041748,
"learning_rate": 3.6926002952309016e-05,
"loss": 4.8108,
"step": 121
},
{
"epoch": 0.5115303983228512,
"grad_norm": 11.492472648620605,
"learning_rate": 3.612985456190778e-05,
"loss": 5.0554,
"step": 122
},
{
"epoch": 0.5157232704402516,
"grad_norm": 12.209033966064453,
"learning_rate": 3.533749813077677e-05,
"loss": 5.1948,
"step": 123
},
{
"epoch": 0.519916142557652,
"grad_norm": 13.564550399780273,
"learning_rate": 3.4549150281252636e-05,
"loss": 4.9508,
"step": 124
},
{
"epoch": 0.5241090146750524,
"grad_norm": 13.559568405151367,
"learning_rate": 3.3765026539765834e-05,
"loss": 4.9293,
"step": 125
},
{
"epoch": 0.5283018867924528,
"grad_norm": 10.4879789352417,
"learning_rate": 3.298534127791785e-05,
"loss": 4.4226,
"step": 126
},
{
"epoch": 0.5324947589098532,
"grad_norm": 11.57494831085205,
"learning_rate": 3.221030765387417e-05,
"loss": 4.815,
"step": 127
},
{
"epoch": 0.5366876310272537,
"grad_norm": 11.823269844055176,
"learning_rate": 3.144013755408895e-05,
"loss": 4.8705,
"step": 128
},
{
"epoch": 0.5408805031446541,
"grad_norm": 12.186006546020508,
"learning_rate": 3.0675041535377405e-05,
"loss": 4.7831,
"step": 129
},
{
"epoch": 0.5450733752620545,
"grad_norm": 12.419806480407715,
"learning_rate": 2.991522876735154e-05,
"loss": 5.1625,
"step": 130
},
{
"epoch": 0.549266247379455,
"grad_norm": 12.010101318359375,
"learning_rate": 2.916090697523549e-05,
"loss": 4.7556,
"step": 131
},
{
"epoch": 0.5534591194968553,
"grad_norm": 21.347789764404297,
"learning_rate": 2.8412282383075363e-05,
"loss": 4.572,
"step": 132
},
{
"epoch": 0.5576519916142557,
"grad_norm": 11.743422508239746,
"learning_rate": 2.766955965735968e-05,
"loss": 4.5518,
"step": 133
},
{
"epoch": 0.5618448637316562,
"grad_norm": 14.868667602539062,
"learning_rate": 2.693294185106562e-05,
"loss": 4.8989,
"step": 134
},
{
"epoch": 0.5660377358490566,
"grad_norm": 11.682171821594238,
"learning_rate": 2.6202630348146324e-05,
"loss": 4.9817,
"step": 135
},
{
"epoch": 0.570230607966457,
"grad_norm": 11.996781349182129,
"learning_rate": 2.547882480847461e-05,
"loss": 4.9972,
"step": 136
},
{
"epoch": 0.5744234800838575,
"grad_norm": 11.404191970825195,
"learning_rate": 2.476172311325783e-05,
"loss": 4.9415,
"step": 137
},
{
"epoch": 0.5786163522012578,
"grad_norm": 12.217618942260742,
"learning_rate": 2.405152131093926e-05,
"loss": 5.0178,
"step": 138
},
{
"epoch": 0.5828092243186582,
"grad_norm": 14.083375930786133,
"learning_rate": 2.3348413563600325e-05,
"loss": 4.9024,
"step": 139
},
{
"epoch": 0.5870020964360587,
"grad_norm": 12.773621559143066,
"learning_rate": 2.2652592093878666e-05,
"loss": 4.526,
"step": 140
},
{
"epoch": 0.5911949685534591,
"grad_norm": 11.781105995178223,
"learning_rate": 2.196424713241637e-05,
"loss": 4.9392,
"step": 141
},
{
"epoch": 0.5953878406708596,
"grad_norm": 12.22276496887207,
"learning_rate": 2.128356686585282e-05,
"loss": 4.8146,
"step": 142
},
{
"epoch": 0.59958071278826,
"grad_norm": 11.05539608001709,
"learning_rate": 2.061073738537635e-05,
"loss": 5.0974,
"step": 143
},
{
"epoch": 0.6037735849056604,
"grad_norm": 19.491600036621094,
"learning_rate": 1.9945942635848748e-05,
"loss": 5.1393,
"step": 144
},
{
"epoch": 0.6079664570230608,
"grad_norm": 11.561285972595215,
"learning_rate": 1.928936436551661e-05,
"loss": 4.8279,
"step": 145
},
{
"epoch": 0.6121593291404612,
"grad_norm": 13.252482414245605,
"learning_rate": 1.8641182076323148e-05,
"loss": 4.9525,
"step": 146
},
{
"epoch": 0.6163522012578616,
"grad_norm": 11.3013916015625,
"learning_rate": 1.800157297483417e-05,
"loss": 5.0606,
"step": 147
},
{
"epoch": 0.6205450733752621,
"grad_norm": 12.376293182373047,
"learning_rate": 1.7370711923791567e-05,
"loss": 5.5769,
"step": 148
},
{
"epoch": 0.6247379454926625,
"grad_norm": 12.117962837219238,
"learning_rate": 1.6748771394307585e-05,
"loss": 5.041,
"step": 149
},
{
"epoch": 0.6289308176100629,
"grad_norm": 14.499025344848633,
"learning_rate": 1.6135921418712956e-05,
"loss": 5.4035,
"step": 150
},
{
"epoch": 0.6289308176100629,
"eval_loss": 1.3053677082061768,
"eval_runtime": 44.7304,
"eval_samples_per_second": 8.987,
"eval_steps_per_second": 2.258,
"step": 150
},
{
"epoch": 0.6331236897274634,
"grad_norm": 10.202156066894531,
"learning_rate": 1.553232954407171e-05,
"loss": 7.219,
"step": 151
},
{
"epoch": 0.6373165618448637,
"grad_norm": 12.22631549835205,
"learning_rate": 1.4938160786375572e-05,
"loss": 7.1389,
"step": 152
},
{
"epoch": 0.6415094339622641,
"grad_norm": 12.613519668579102,
"learning_rate": 1.435357758543015e-05,
"loss": 6.7047,
"step": 153
},
{
"epoch": 0.6457023060796646,
"grad_norm": 16.083316802978516,
"learning_rate": 1.3778739760445552e-05,
"loss": 6.975,
"step": 154
},
{
"epoch": 0.649895178197065,
"grad_norm": 17.691789627075195,
"learning_rate": 1.3213804466343421e-05,
"loss": 7.6637,
"step": 155
},
{
"epoch": 0.6540880503144654,
"grad_norm": 11.660400390625,
"learning_rate": 1.2658926150792322e-05,
"loss": 6.6873,
"step": 156
},
{
"epoch": 0.6582809224318659,
"grad_norm": 10.926519393920898,
"learning_rate": 1.2114256511983274e-05,
"loss": 5.615,
"step": 157
},
{
"epoch": 0.6624737945492662,
"grad_norm": 12.457261085510254,
"learning_rate": 1.157994445715706e-05,
"loss": 6.7217,
"step": 158
},
{
"epoch": 0.6666666666666666,
"grad_norm": 12.392708778381348,
"learning_rate": 1.1056136061894384e-05,
"loss": 4.9746,
"step": 159
},
{
"epoch": 0.6708595387840671,
"grad_norm": 12.87796688079834,
"learning_rate": 1.0542974530180327e-05,
"loss": 5.8785,
"step": 160
},
{
"epoch": 0.6750524109014675,
"grad_norm": 10.879608154296875,
"learning_rate": 1.0040600155253765e-05,
"loss": 4.8618,
"step": 161
},
{
"epoch": 0.6792452830188679,
"grad_norm": 11.552359580993652,
"learning_rate": 9.549150281252633e-06,
"loss": 5.7525,
"step": 162
},
{
"epoch": 0.6834381551362684,
"grad_norm": 10.915603637695312,
"learning_rate": 9.068759265665384e-06,
"loss": 5.3969,
"step": 163
},
{
"epoch": 0.6876310272536688,
"grad_norm": 11.90835952758789,
"learning_rate": 8.599558442598998e-06,
"loss": 4.3017,
"step": 164
},
{
"epoch": 0.6918238993710691,
"grad_norm": 16.585939407348633,
"learning_rate": 8.141676086873572e-06,
"loss": 4.7759,
"step": 165
},
{
"epoch": 0.6960167714884696,
"grad_norm": 11.607003211975098,
"learning_rate": 7.695237378953223e-06,
"loss": 4.7341,
"step": 166
},
{
"epoch": 0.70020964360587,
"grad_norm": 13.098814964294434,
"learning_rate": 7.260364370723044e-06,
"loss": 5.1048,
"step": 167
},
{
"epoch": 0.7044025157232704,
"grad_norm": 10.588081359863281,
"learning_rate": 6.837175952121306e-06,
"loss": 4.9007,
"step": 168
},
{
"epoch": 0.7085953878406709,
"grad_norm": 11.971794128417969,
"learning_rate": 6.425787818636131e-06,
"loss": 4.5698,
"step": 169
},
{
"epoch": 0.7127882599580713,
"grad_norm": 11.241368293762207,
"learning_rate": 6.026312439675552e-06,
"loss": 4.9665,
"step": 170
},
{
"epoch": 0.7169811320754716,
"grad_norm": 11.0311918258667,
"learning_rate": 5.6388590278194096e-06,
"loss": 5.2078,
"step": 171
},
{
"epoch": 0.7211740041928721,
"grad_norm": 10.63940715789795,
"learning_rate": 5.263533508961827e-06,
"loss": 5.0156,
"step": 172
},
{
"epoch": 0.7253668763102725,
"grad_norm": 10.94045639038086,
"learning_rate": 4.900438493352055e-06,
"loss": 4.7311,
"step": 173
},
{
"epoch": 0.7295597484276729,
"grad_norm": 10.13798999786377,
"learning_rate": 4.549673247541875e-06,
"loss": 4.5984,
"step": 174
},
{
"epoch": 0.7337526205450734,
"grad_norm": 11.286879539489746,
"learning_rate": 4.2113336672471245e-06,
"loss": 4.4663,
"step": 175
},
{
"epoch": 0.7379454926624738,
"grad_norm": 11.34493350982666,
"learning_rate": 3.885512251130763e-06,
"loss": 4.9219,
"step": 176
},
{
"epoch": 0.7421383647798742,
"grad_norm": 10.747261047363281,
"learning_rate": 3.5722980755146517e-06,
"loss": 4.6713,
"step": 177
},
{
"epoch": 0.7463312368972747,
"grad_norm": 12.748205184936523,
"learning_rate": 3.271776770026963e-06,
"loss": 4.5862,
"step": 178
},
{
"epoch": 0.750524109014675,
"grad_norm": 10.732872009277344,
"learning_rate": 2.9840304941919415e-06,
"loss": 4.7369,
"step": 179
},
{
"epoch": 0.7547169811320755,
"grad_norm": 11.290228843688965,
"learning_rate": 2.7091379149682685e-06,
"loss": 4.7538,
"step": 180
},
{
"epoch": 0.7589098532494759,
"grad_norm": 10.670109748840332,
"learning_rate": 2.4471741852423237e-06,
"loss": 4.8439,
"step": 181
},
{
"epoch": 0.7631027253668763,
"grad_norm": 13.244367599487305,
"learning_rate": 2.1982109232821178e-06,
"loss": 4.8907,
"step": 182
},
{
"epoch": 0.7672955974842768,
"grad_norm": 11.110193252563477,
"learning_rate": 1.962316193157593e-06,
"loss": 4.8642,
"step": 183
},
{
"epoch": 0.7714884696016772,
"grad_norm": 13.409936904907227,
"learning_rate": 1.7395544861325718e-06,
"loss": 4.6917,
"step": 184
},
{
"epoch": 0.7756813417190775,
"grad_norm": 13.237275123596191,
"learning_rate": 1.5299867030334814e-06,
"loss": 4.4056,
"step": 185
},
{
"epoch": 0.779874213836478,
"grad_norm": 11.482529640197754,
"learning_rate": 1.333670137599713e-06,
"loss": 4.7563,
"step": 186
},
{
"epoch": 0.7840670859538784,
"grad_norm": 13.115639686584473,
"learning_rate": 1.1506584608200367e-06,
"loss": 5.1429,
"step": 187
},
{
"epoch": 0.7882599580712788,
"grad_norm": 12.13857650756836,
"learning_rate": 9.810017062595322e-07,
"loss": 4.9606,
"step": 188
},
{
"epoch": 0.7924528301886793,
"grad_norm": 11.677776336669922,
"learning_rate": 8.247462563808817e-07,
"loss": 4.5443,
"step": 189
},
{
"epoch": 0.7966457023060797,
"grad_norm": 11.770204544067383,
"learning_rate": 6.819348298638839e-07,
"loss": 4.5537,
"step": 190
},
{
"epoch": 0.80083857442348,
"grad_norm": 13.534977912902832,
"learning_rate": 5.526064699265753e-07,
"loss": 4.8516,
"step": 191
},
{
"epoch": 0.8050314465408805,
"grad_norm": 11.312360763549805,
"learning_rate": 4.367965336512403e-07,
"loss": 4.4825,
"step": 192
},
{
"epoch": 0.8092243186582809,
"grad_norm": 10.874757766723633,
"learning_rate": 3.3453668231809286e-07,
"loss": 4.6596,
"step": 193
},
{
"epoch": 0.8134171907756813,
"grad_norm": 13.562448501586914,
"learning_rate": 2.458548727494292e-07,
"loss": 4.8363,
"step": 194
},
{
"epoch": 0.8176100628930818,
"grad_norm": 11.777942657470703,
"learning_rate": 1.7077534966650766e-07,
"loss": 4.7338,
"step": 195
},
{
"epoch": 0.8218029350104822,
"grad_norm": 13.375640869140625,
"learning_rate": 1.0931863906127327e-07,
"loss": 4.6219,
"step": 196
},
{
"epoch": 0.8259958071278826,
"grad_norm": 11.146055221557617,
"learning_rate": 6.150154258476315e-08,
"loss": 4.6043,
"step": 197
},
{
"epoch": 0.8301886792452831,
"grad_norm": 12.50096321105957,
"learning_rate": 2.7337132953697554e-08,
"loss": 5.2926,
"step": 198
},
{
"epoch": 0.8343815513626834,
"grad_norm": 11.735309600830078,
"learning_rate": 6.834750376549792e-09,
"loss": 4.6868,
"step": 199
},
{
"epoch": 0.8385744234800838,
"grad_norm": 12.703553199768066,
"learning_rate": 0.0,
"loss": 5.3169,
"step": 200
},
{
"epoch": 0.8385744234800838,
"eval_loss": 1.2930774688720703,
"eval_runtime": 44.654,
"eval_samples_per_second": 9.003,
"eval_steps_per_second": 2.262,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"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": 3.158928104840233e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}