bbytxt's picture
Training in progress, step 200, checkpoint
3bac4d0 verified
{
"best_metric": 1.942334532737732,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.03423192126658109,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00017115960633290543,
"grad_norm": 0.3384851813316345,
"learning_rate": 3.3333333333333333e-06,
"loss": 2.1057,
"step": 1
},
{
"epoch": 0.00017115960633290543,
"eval_loss": 2.140085220336914,
"eval_runtime": 252.4143,
"eval_samples_per_second": 38.984,
"eval_steps_per_second": 19.492,
"step": 1
},
{
"epoch": 0.00034231921266581085,
"grad_norm": 0.3000636100769043,
"learning_rate": 6.666666666666667e-06,
"loss": 2.0679,
"step": 2
},
{
"epoch": 0.0005134788189987163,
"grad_norm": 0.31949612498283386,
"learning_rate": 1e-05,
"loss": 2.2765,
"step": 3
},
{
"epoch": 0.0006846384253316217,
"grad_norm": 0.2581222355365753,
"learning_rate": 1.3333333333333333e-05,
"loss": 1.8811,
"step": 4
},
{
"epoch": 0.0008557980316645272,
"grad_norm": 0.2666412889957428,
"learning_rate": 1.6666666666666667e-05,
"loss": 2.021,
"step": 5
},
{
"epoch": 0.0010269576379974327,
"grad_norm": 0.26130983233451843,
"learning_rate": 2e-05,
"loss": 1.8714,
"step": 6
},
{
"epoch": 0.0011981172443303381,
"grad_norm": 0.22150737047195435,
"learning_rate": 2.3333333333333336e-05,
"loss": 1.7815,
"step": 7
},
{
"epoch": 0.0013692768506632434,
"grad_norm": 0.25391674041748047,
"learning_rate": 2.6666666666666667e-05,
"loss": 2.0571,
"step": 8
},
{
"epoch": 0.0015404364569961489,
"grad_norm": 0.2351103127002716,
"learning_rate": 3e-05,
"loss": 1.7819,
"step": 9
},
{
"epoch": 0.0017115960633290544,
"grad_norm": 0.24356381595134735,
"learning_rate": 3.3333333333333335e-05,
"loss": 1.9668,
"step": 10
},
{
"epoch": 0.0018827556696619598,
"grad_norm": 0.25410857796669006,
"learning_rate": 3.6666666666666666e-05,
"loss": 2.0877,
"step": 11
},
{
"epoch": 0.0020539152759948653,
"grad_norm": 0.2615646719932556,
"learning_rate": 4e-05,
"loss": 2.0598,
"step": 12
},
{
"epoch": 0.002225074882327771,
"grad_norm": 0.24895967543125153,
"learning_rate": 4.3333333333333334e-05,
"loss": 2.0459,
"step": 13
},
{
"epoch": 0.0023962344886606763,
"grad_norm": 0.24129140377044678,
"learning_rate": 4.666666666666667e-05,
"loss": 2.1703,
"step": 14
},
{
"epoch": 0.0025673940949935813,
"grad_norm": 0.21726980805397034,
"learning_rate": 5e-05,
"loss": 2.0914,
"step": 15
},
{
"epoch": 0.002738553701326487,
"grad_norm": 0.20076154172420502,
"learning_rate": 5.333333333333333e-05,
"loss": 1.9858,
"step": 16
},
{
"epoch": 0.0029097133076593923,
"grad_norm": 0.15559637546539307,
"learning_rate": 5.666666666666667e-05,
"loss": 1.8849,
"step": 17
},
{
"epoch": 0.0030808729139922978,
"grad_norm": 0.16304416954517365,
"learning_rate": 6e-05,
"loss": 2.1007,
"step": 18
},
{
"epoch": 0.0032520325203252032,
"grad_norm": 0.15507805347442627,
"learning_rate": 6.333333333333333e-05,
"loss": 2.0215,
"step": 19
},
{
"epoch": 0.0034231921266581087,
"grad_norm": 0.1489063948392868,
"learning_rate": 6.666666666666667e-05,
"loss": 2.0716,
"step": 20
},
{
"epoch": 0.003594351732991014,
"grad_norm": 0.15571531653404236,
"learning_rate": 7e-05,
"loss": 1.9169,
"step": 21
},
{
"epoch": 0.0037655113393239197,
"grad_norm": 0.15557806193828583,
"learning_rate": 7.333333333333333e-05,
"loss": 1.996,
"step": 22
},
{
"epoch": 0.003936670945656825,
"grad_norm": 0.17348982393741608,
"learning_rate": 7.666666666666667e-05,
"loss": 2.0536,
"step": 23
},
{
"epoch": 0.004107830551989731,
"grad_norm": 0.16075366735458374,
"learning_rate": 8e-05,
"loss": 2.0326,
"step": 24
},
{
"epoch": 0.004278990158322636,
"grad_norm": 0.1705283671617508,
"learning_rate": 8.333333333333334e-05,
"loss": 2.0816,
"step": 25
},
{
"epoch": 0.004450149764655542,
"grad_norm": 0.1489923745393753,
"learning_rate": 8.666666666666667e-05,
"loss": 1.9582,
"step": 26
},
{
"epoch": 0.004621309370988447,
"grad_norm": 0.15770766139030457,
"learning_rate": 9e-05,
"loss": 2.1467,
"step": 27
},
{
"epoch": 0.004792468977321353,
"grad_norm": 0.13497239351272583,
"learning_rate": 9.333333333333334e-05,
"loss": 1.9728,
"step": 28
},
{
"epoch": 0.004963628583654257,
"grad_norm": 0.14810675382614136,
"learning_rate": 9.666666666666667e-05,
"loss": 2.0339,
"step": 29
},
{
"epoch": 0.005134788189987163,
"grad_norm": 0.12770140171051025,
"learning_rate": 0.0001,
"loss": 1.9108,
"step": 30
},
{
"epoch": 0.005305947796320068,
"grad_norm": 0.14340223371982574,
"learning_rate": 9.999146252290264e-05,
"loss": 1.9649,
"step": 31
},
{
"epoch": 0.005477107402652974,
"grad_norm": 0.13468272984027863,
"learning_rate": 9.996585300715116e-05,
"loss": 1.9385,
"step": 32
},
{
"epoch": 0.005648267008985879,
"grad_norm": 0.1366954743862152,
"learning_rate": 9.99231801983717e-05,
"loss": 1.9931,
"step": 33
},
{
"epoch": 0.005819426615318785,
"grad_norm": 0.12960107624530792,
"learning_rate": 9.986345866928941e-05,
"loss": 1.7814,
"step": 34
},
{
"epoch": 0.00599058622165169,
"grad_norm": 0.13072721660137177,
"learning_rate": 9.978670881475172e-05,
"loss": 1.9877,
"step": 35
},
{
"epoch": 0.0061617458279845955,
"grad_norm": 0.14742650091648102,
"learning_rate": 9.96929568447637e-05,
"loss": 2.0895,
"step": 36
},
{
"epoch": 0.006332905434317501,
"grad_norm": 0.1375843733549118,
"learning_rate": 9.958223477553714e-05,
"loss": 1.9882,
"step": 37
},
{
"epoch": 0.0065040650406504065,
"grad_norm": 0.1338900923728943,
"learning_rate": 9.94545804185573e-05,
"loss": 2.1235,
"step": 38
},
{
"epoch": 0.006675224646983312,
"grad_norm": 0.139565572142601,
"learning_rate": 9.931003736767013e-05,
"loss": 1.9161,
"step": 39
},
{
"epoch": 0.0068463842533162175,
"grad_norm": 0.1471727341413498,
"learning_rate": 9.91486549841951e-05,
"loss": 1.8279,
"step": 40
},
{
"epoch": 0.007017543859649123,
"grad_norm": 0.14104895293712616,
"learning_rate": 9.89704883800683e-05,
"loss": 1.9517,
"step": 41
},
{
"epoch": 0.007188703465982028,
"grad_norm": 0.14945568144321442,
"learning_rate": 9.877559839902184e-05,
"loss": 1.8598,
"step": 42
},
{
"epoch": 0.007359863072314934,
"grad_norm": 0.16899332404136658,
"learning_rate": 9.85640515958057e-05,
"loss": 2.0511,
"step": 43
},
{
"epoch": 0.007531022678647839,
"grad_norm": 0.16674430668354034,
"learning_rate": 9.833592021345937e-05,
"loss": 2.0885,
"step": 44
},
{
"epoch": 0.007702182284980745,
"grad_norm": 0.1767071783542633,
"learning_rate": 9.809128215864097e-05,
"loss": 2.0406,
"step": 45
},
{
"epoch": 0.00787334189131365,
"grad_norm": 0.183282271027565,
"learning_rate": 9.783022097502204e-05,
"loss": 1.8779,
"step": 46
},
{
"epoch": 0.008044501497646555,
"grad_norm": 0.22200380265712738,
"learning_rate": 9.755282581475769e-05,
"loss": 1.8805,
"step": 47
},
{
"epoch": 0.008215661103979461,
"grad_norm": 0.2835330367088318,
"learning_rate": 9.725919140804099e-05,
"loss": 2.1045,
"step": 48
},
{
"epoch": 0.008386820710312366,
"grad_norm": 0.6013146638870239,
"learning_rate": 9.694941803075283e-05,
"loss": 2.1857,
"step": 49
},
{
"epoch": 0.008557980316645272,
"grad_norm": 0.7531317472457886,
"learning_rate": 9.662361147021779e-05,
"loss": 2.1909,
"step": 50
},
{
"epoch": 0.008557980316645272,
"eval_loss": 2.0112826824188232,
"eval_runtime": 253.1487,
"eval_samples_per_second": 38.87,
"eval_steps_per_second": 19.435,
"step": 50
},
{
"epoch": 0.008729139922978177,
"grad_norm": 0.24028153717517853,
"learning_rate": 9.628188298907782e-05,
"loss": 1.8849,
"step": 51
},
{
"epoch": 0.008900299529311083,
"grad_norm": 0.2163541167974472,
"learning_rate": 9.592434928729616e-05,
"loss": 1.9064,
"step": 52
},
{
"epoch": 0.009071459135643988,
"grad_norm": 0.1897958517074585,
"learning_rate": 9.555113246230442e-05,
"loss": 1.962,
"step": 53
},
{
"epoch": 0.009242618741976894,
"grad_norm": 0.1701580286026001,
"learning_rate": 9.516235996730645e-05,
"loss": 1.8102,
"step": 54
},
{
"epoch": 0.009413778348309799,
"grad_norm": 0.17404377460479736,
"learning_rate": 9.475816456775313e-05,
"loss": 1.7162,
"step": 55
},
{
"epoch": 0.009584937954642705,
"grad_norm": 0.16066402196884155,
"learning_rate": 9.43386842960031e-05,
"loss": 1.7332,
"step": 56
},
{
"epoch": 0.00975609756097561,
"grad_norm": 0.15609973669052124,
"learning_rate": 9.39040624041849e-05,
"loss": 1.7929,
"step": 57
},
{
"epoch": 0.009927257167308514,
"grad_norm": 0.15920859575271606,
"learning_rate": 9.345444731527642e-05,
"loss": 1.8153,
"step": 58
},
{
"epoch": 0.01009841677364142,
"grad_norm": 0.1596253216266632,
"learning_rate": 9.298999257241863e-05,
"loss": 1.8854,
"step": 59
},
{
"epoch": 0.010269576379974325,
"grad_norm": 0.136519655585289,
"learning_rate": 9.251085678648072e-05,
"loss": 1.9049,
"step": 60
},
{
"epoch": 0.010440735986307232,
"grad_norm": 0.1335257738828659,
"learning_rate": 9.201720358189464e-05,
"loss": 1.8594,
"step": 61
},
{
"epoch": 0.010611895592640136,
"grad_norm": 0.1406267285346985,
"learning_rate": 9.150920154077754e-05,
"loss": 2.0214,
"step": 62
},
{
"epoch": 0.010783055198973043,
"grad_norm": 0.11417517811059952,
"learning_rate": 9.098702414536107e-05,
"loss": 1.9628,
"step": 63
},
{
"epoch": 0.010954214805305947,
"grad_norm": 0.12227802723646164,
"learning_rate": 9.045084971874738e-05,
"loss": 1.9979,
"step": 64
},
{
"epoch": 0.011125374411638854,
"grad_norm": 0.11370483040809631,
"learning_rate": 8.9900861364012e-05,
"loss": 1.9422,
"step": 65
},
{
"epoch": 0.011296534017971758,
"grad_norm": 0.09835387021303177,
"learning_rate": 8.933724690167417e-05,
"loss": 1.8134,
"step": 66
},
{
"epoch": 0.011467693624304665,
"grad_norm": 0.11144676804542542,
"learning_rate": 8.876019880555649e-05,
"loss": 2.1119,
"step": 67
},
{
"epoch": 0.01163885323063757,
"grad_norm": 0.09735066443681717,
"learning_rate": 8.816991413705516e-05,
"loss": 1.827,
"step": 68
},
{
"epoch": 0.011810012836970476,
"grad_norm": 0.10068103671073914,
"learning_rate": 8.756659447784368e-05,
"loss": 1.8899,
"step": 69
},
{
"epoch": 0.01198117244330338,
"grad_norm": 0.10140778869390488,
"learning_rate": 8.695044586103296e-05,
"loss": 2.0218,
"step": 70
},
{
"epoch": 0.012152332049636286,
"grad_norm": 0.0990547463297844,
"learning_rate": 8.632167870081121e-05,
"loss": 1.981,
"step": 71
},
{
"epoch": 0.012323491655969191,
"grad_norm": 0.1076335459947586,
"learning_rate": 8.568050772058762e-05,
"loss": 1.9312,
"step": 72
},
{
"epoch": 0.012494651262302097,
"grad_norm": 0.11169704794883728,
"learning_rate": 8.502715187966455e-05,
"loss": 1.9669,
"step": 73
},
{
"epoch": 0.012665810868635002,
"grad_norm": 0.10578777641057968,
"learning_rate": 8.436183429846313e-05,
"loss": 1.8923,
"step": 74
},
{
"epoch": 0.012836970474967908,
"grad_norm": 0.1006617322564125,
"learning_rate": 8.368478218232787e-05,
"loss": 1.9088,
"step": 75
},
{
"epoch": 0.013008130081300813,
"grad_norm": 0.11208891868591309,
"learning_rate": 8.299622674393614e-05,
"loss": 1.9875,
"step": 76
},
{
"epoch": 0.013179289687633718,
"grad_norm": 0.1086820513010025,
"learning_rate": 8.229640312433937e-05,
"loss": 1.979,
"step": 77
},
{
"epoch": 0.013350449293966624,
"grad_norm": 0.11209630221128464,
"learning_rate": 8.158555031266254e-05,
"loss": 2.0093,
"step": 78
},
{
"epoch": 0.013521608900299529,
"grad_norm": 0.1047407016158104,
"learning_rate": 8.086391106448965e-05,
"loss": 2.0194,
"step": 79
},
{
"epoch": 0.013692768506632435,
"grad_norm": 0.10114631056785583,
"learning_rate": 8.013173181896283e-05,
"loss": 1.9117,
"step": 80
},
{
"epoch": 0.01386392811296534,
"grad_norm": 0.10660432279109955,
"learning_rate": 7.938926261462366e-05,
"loss": 2.1128,
"step": 81
},
{
"epoch": 0.014035087719298246,
"grad_norm": 0.10562874376773834,
"learning_rate": 7.863675700402526e-05,
"loss": 1.819,
"step": 82
},
{
"epoch": 0.01420624732563115,
"grad_norm": 0.1116420328617096,
"learning_rate": 7.787447196714427e-05,
"loss": 2.0161,
"step": 83
},
{
"epoch": 0.014377406931964057,
"grad_norm": 0.1135152131319046,
"learning_rate": 7.710266782362247e-05,
"loss": 1.9062,
"step": 84
},
{
"epoch": 0.014548566538296961,
"grad_norm": 0.11426131427288055,
"learning_rate": 7.63216081438678e-05,
"loss": 1.8512,
"step": 85
},
{
"epoch": 0.014719726144629868,
"grad_norm": 0.11805808544158936,
"learning_rate": 7.553155965904535e-05,
"loss": 1.862,
"step": 86
},
{
"epoch": 0.014890885750962772,
"grad_norm": 0.11407601833343506,
"learning_rate": 7.473279216998895e-05,
"loss": 1.9902,
"step": 87
},
{
"epoch": 0.015062045357295679,
"grad_norm": 0.12108225375413895,
"learning_rate": 7.392557845506432e-05,
"loss": 2.0695,
"step": 88
},
{
"epoch": 0.015233204963628583,
"grad_norm": 0.1370498389005661,
"learning_rate": 7.311019417701566e-05,
"loss": 1.9937,
"step": 89
},
{
"epoch": 0.01540436456996149,
"grad_norm": 0.13261045515537262,
"learning_rate": 7.228691778882693e-05,
"loss": 1.9162,
"step": 90
},
{
"epoch": 0.015575524176294394,
"grad_norm": 0.13481606543064117,
"learning_rate": 7.145603043863045e-05,
"loss": 1.7693,
"step": 91
},
{
"epoch": 0.0157466837826273,
"grad_norm": 0.13738499581813812,
"learning_rate": 7.061781587369519e-05,
"loss": 1.9906,
"step": 92
},
{
"epoch": 0.015917843388960205,
"grad_norm": 0.14677368104457855,
"learning_rate": 6.977256034352712e-05,
"loss": 1.6928,
"step": 93
},
{
"epoch": 0.01608900299529311,
"grad_norm": 0.16111257672309875,
"learning_rate": 6.892055250211552e-05,
"loss": 1.9891,
"step": 94
},
{
"epoch": 0.016260162601626018,
"grad_norm": 0.1692948341369629,
"learning_rate": 6.806208330935766e-05,
"loss": 1.8375,
"step": 95
},
{
"epoch": 0.016431322207958923,
"grad_norm": 0.21693989634513855,
"learning_rate": 6.719744593169641e-05,
"loss": 1.9869,
"step": 96
},
{
"epoch": 0.016602481814291827,
"grad_norm": 0.23700051009655,
"learning_rate": 6.632693564200416e-05,
"loss": 2.1276,
"step": 97
},
{
"epoch": 0.016773641420624732,
"grad_norm": 0.29915517568588257,
"learning_rate": 6.545084971874738e-05,
"loss": 2.3728,
"step": 98
},
{
"epoch": 0.016944801026957636,
"grad_norm": 0.4070492386817932,
"learning_rate": 6.456948734446624e-05,
"loss": 2.1064,
"step": 99
},
{
"epoch": 0.017115960633290545,
"grad_norm": 0.7625799775123596,
"learning_rate": 6.368314950360415e-05,
"loss": 2.4645,
"step": 100
},
{
"epoch": 0.017115960633290545,
"eval_loss": 1.9608962535858154,
"eval_runtime": 254.4528,
"eval_samples_per_second": 38.671,
"eval_steps_per_second": 19.336,
"step": 100
},
{
"epoch": 0.01728712023962345,
"grad_norm": 0.12267659604549408,
"learning_rate": 6.279213887972179e-05,
"loss": 1.8221,
"step": 101
},
{
"epoch": 0.017458279845956354,
"grad_norm": 0.11667729169130325,
"learning_rate": 6.189675975213094e-05,
"loss": 1.8163,
"step": 102
},
{
"epoch": 0.01762943945228926,
"grad_norm": 0.1297779083251953,
"learning_rate": 6.099731789198344e-05,
"loss": 1.8252,
"step": 103
},
{
"epoch": 0.017800599058622166,
"grad_norm": 0.12183117121458054,
"learning_rate": 6.009412045785051e-05,
"loss": 1.79,
"step": 104
},
{
"epoch": 0.01797175866495507,
"grad_norm": 0.11510883271694183,
"learning_rate": 5.918747589082853e-05,
"loss": 1.7359,
"step": 105
},
{
"epoch": 0.018142918271287976,
"grad_norm": 0.11487369984388351,
"learning_rate": 5.82776938092065e-05,
"loss": 1.8322,
"step": 106
},
{
"epoch": 0.01831407787762088,
"grad_norm": 0.12407288700342178,
"learning_rate": 5.736508490273188e-05,
"loss": 1.9415,
"step": 107
},
{
"epoch": 0.01848523748395379,
"grad_norm": 0.11880673468112946,
"learning_rate": 5.644996082651017e-05,
"loss": 1.7991,
"step": 108
},
{
"epoch": 0.018656397090286693,
"grad_norm": 0.12787018716335297,
"learning_rate": 5.553263409457504e-05,
"loss": 1.9157,
"step": 109
},
{
"epoch": 0.018827556696619598,
"grad_norm": 0.12218679487705231,
"learning_rate": 5.4613417973165106e-05,
"loss": 1.843,
"step": 110
},
{
"epoch": 0.018998716302952502,
"grad_norm": 0.1273295134305954,
"learning_rate": 5.3692626373743706e-05,
"loss": 1.9732,
"step": 111
},
{
"epoch": 0.01916987590928541,
"grad_norm": 0.1331591010093689,
"learning_rate": 5.27705737457985e-05,
"loss": 1.9346,
"step": 112
},
{
"epoch": 0.019341035515618315,
"grad_norm": 0.1283877044916153,
"learning_rate": 5.184757496945726e-05,
"loss": 1.9575,
"step": 113
},
{
"epoch": 0.01951219512195122,
"grad_norm": 0.11732184886932373,
"learning_rate": 5.092394524795649e-05,
"loss": 1.8368,
"step": 114
},
{
"epoch": 0.019683354728284124,
"grad_norm": 0.1036926805973053,
"learning_rate": 5e-05,
"loss": 1.7971,
"step": 115
},
{
"epoch": 0.01985451433461703,
"grad_norm": 0.12696321308612823,
"learning_rate": 4.907605475204352e-05,
"loss": 1.987,
"step": 116
},
{
"epoch": 0.020025673940949937,
"grad_norm": 0.12035303562879562,
"learning_rate": 4.8152425030542766e-05,
"loss": 2.05,
"step": 117
},
{
"epoch": 0.02019683354728284,
"grad_norm": 0.09441588819026947,
"learning_rate": 4.72294262542015e-05,
"loss": 1.7966,
"step": 118
},
{
"epoch": 0.020367993153615746,
"grad_norm": 0.1084362342953682,
"learning_rate": 4.6307373626256306e-05,
"loss": 1.9896,
"step": 119
},
{
"epoch": 0.02053915275994865,
"grad_norm": 0.10377444326877594,
"learning_rate": 4.5386582026834906e-05,
"loss": 1.9442,
"step": 120
},
{
"epoch": 0.02071031236628156,
"grad_norm": 0.09699568152427673,
"learning_rate": 4.446736590542497e-05,
"loss": 1.8642,
"step": 121
},
{
"epoch": 0.020881471972614463,
"grad_norm": 0.10071204602718353,
"learning_rate": 4.3550039173489845e-05,
"loss": 1.9961,
"step": 122
},
{
"epoch": 0.021052631578947368,
"grad_norm": 0.0921294167637825,
"learning_rate": 4.2634915097268115e-05,
"loss": 1.8438,
"step": 123
},
{
"epoch": 0.021223791185280273,
"grad_norm": 0.10018813610076904,
"learning_rate": 4.1722306190793495e-05,
"loss": 1.9538,
"step": 124
},
{
"epoch": 0.02139495079161318,
"grad_norm": 0.09550834447145462,
"learning_rate": 4.0812524109171476e-05,
"loss": 1.8572,
"step": 125
},
{
"epoch": 0.021566110397946085,
"grad_norm": 0.1069275438785553,
"learning_rate": 3.99058795421495e-05,
"loss": 2.0335,
"step": 126
},
{
"epoch": 0.02173727000427899,
"grad_norm": 0.1051395982503891,
"learning_rate": 3.9002682108016585e-05,
"loss": 2.0374,
"step": 127
},
{
"epoch": 0.021908429610611894,
"grad_norm": 0.10209425538778305,
"learning_rate": 3.8103240247869075e-05,
"loss": 1.9306,
"step": 128
},
{
"epoch": 0.022079589216944803,
"grad_norm": 0.09854423254728317,
"learning_rate": 3.720786112027822e-05,
"loss": 1.9756,
"step": 129
},
{
"epoch": 0.022250748823277707,
"grad_norm": 0.10003539174795151,
"learning_rate": 3.631685049639586e-05,
"loss": 1.9646,
"step": 130
},
{
"epoch": 0.022421908429610612,
"grad_norm": 0.10941645503044128,
"learning_rate": 3.543051265553377e-05,
"loss": 2.062,
"step": 131
},
{
"epoch": 0.022593068035943516,
"grad_norm": 0.1019466444849968,
"learning_rate": 3.4549150281252636e-05,
"loss": 1.9037,
"step": 132
},
{
"epoch": 0.022764227642276424,
"grad_norm": 0.10443319380283356,
"learning_rate": 3.367306435799584e-05,
"loss": 2.0101,
"step": 133
},
{
"epoch": 0.02293538724860933,
"grad_norm": 0.10645749419927597,
"learning_rate": 3.2802554068303596e-05,
"loss": 1.9192,
"step": 134
},
{
"epoch": 0.023106546854942234,
"grad_norm": 0.10710829496383667,
"learning_rate": 3.1937916690642356e-05,
"loss": 1.8548,
"step": 135
},
{
"epoch": 0.02327770646127514,
"grad_norm": 0.11624782532453537,
"learning_rate": 3.107944749788449e-05,
"loss": 1.9397,
"step": 136
},
{
"epoch": 0.023448866067608043,
"grad_norm": 0.12152379751205444,
"learning_rate": 3.0227439656472877e-05,
"loss": 1.971,
"step": 137
},
{
"epoch": 0.02362002567394095,
"grad_norm": 0.12296583503484726,
"learning_rate": 2.9382184126304834e-05,
"loss": 1.8179,
"step": 138
},
{
"epoch": 0.023791185280273856,
"grad_norm": 0.1308358758687973,
"learning_rate": 2.8543969561369556e-05,
"loss": 2.0566,
"step": 139
},
{
"epoch": 0.02396234488660676,
"grad_norm": 0.12238892912864685,
"learning_rate": 2.771308221117309e-05,
"loss": 2.0106,
"step": 140
},
{
"epoch": 0.024133504492939665,
"grad_norm": 0.14263762533664703,
"learning_rate": 2.688980582298435e-05,
"loss": 1.8094,
"step": 141
},
{
"epoch": 0.024304664099272573,
"grad_norm": 0.16151531040668488,
"learning_rate": 2.607442154493568e-05,
"loss": 1.7815,
"step": 142
},
{
"epoch": 0.024475823705605478,
"grad_norm": 0.17212718725204468,
"learning_rate": 2.5267207830011068e-05,
"loss": 1.977,
"step": 143
},
{
"epoch": 0.024646983311938382,
"grad_norm": 0.16314253211021423,
"learning_rate": 2.446844034095466e-05,
"loss": 1.8695,
"step": 144
},
{
"epoch": 0.024818142918271287,
"grad_norm": 0.1866285353899002,
"learning_rate": 2.3678391856132204e-05,
"loss": 1.8092,
"step": 145
},
{
"epoch": 0.024989302524604195,
"grad_norm": 0.19816122949123383,
"learning_rate": 2.2897332176377528e-05,
"loss": 1.9085,
"step": 146
},
{
"epoch": 0.0251604621309371,
"grad_norm": 0.2647472023963928,
"learning_rate": 2.2125528032855724e-05,
"loss": 2.0202,
"step": 147
},
{
"epoch": 0.025331621737270004,
"grad_norm": 0.37373101711273193,
"learning_rate": 2.136324299597474e-05,
"loss": 2.1299,
"step": 148
},
{
"epoch": 0.02550278134360291,
"grad_norm": 0.43742233514785767,
"learning_rate": 2.061073738537635e-05,
"loss": 2.0061,
"step": 149
},
{
"epoch": 0.025673940949935817,
"grad_norm": 0.7022097110748291,
"learning_rate": 1.9868268181037185e-05,
"loss": 2.3952,
"step": 150
},
{
"epoch": 0.025673940949935817,
"eval_loss": 1.9427156448364258,
"eval_runtime": 254.3821,
"eval_samples_per_second": 38.682,
"eval_steps_per_second": 19.341,
"step": 150
},
{
"epoch": 0.02584510055626872,
"grad_norm": 0.11141515523195267,
"learning_rate": 1.9136088935510362e-05,
"loss": 2.0646,
"step": 151
},
{
"epoch": 0.026016260162601626,
"grad_norm": 0.10801205039024353,
"learning_rate": 1.8414449687337464e-05,
"loss": 2.085,
"step": 152
},
{
"epoch": 0.02618741976893453,
"grad_norm": 0.09455177932977676,
"learning_rate": 1.7703596875660645e-05,
"loss": 1.9206,
"step": 153
},
{
"epoch": 0.026358579375267435,
"grad_norm": 0.08838347345590591,
"learning_rate": 1.700377325606388e-05,
"loss": 1.8645,
"step": 154
},
{
"epoch": 0.026529738981600343,
"grad_norm": 0.08785195648670197,
"learning_rate": 1.631521781767214e-05,
"loss": 1.7189,
"step": 155
},
{
"epoch": 0.026700898587933248,
"grad_norm": 0.09213719516992569,
"learning_rate": 1.5638165701536868e-05,
"loss": 1.6594,
"step": 156
},
{
"epoch": 0.026872058194266153,
"grad_norm": 0.09761328995227814,
"learning_rate": 1.4972848120335453e-05,
"loss": 1.8997,
"step": 157
},
{
"epoch": 0.027043217800599057,
"grad_norm": 0.09117046743631363,
"learning_rate": 1.4319492279412388e-05,
"loss": 1.8121,
"step": 158
},
{
"epoch": 0.027214377406931965,
"grad_norm": 0.08685458451509476,
"learning_rate": 1.3678321299188801e-05,
"loss": 1.8085,
"step": 159
},
{
"epoch": 0.02738553701326487,
"grad_norm": 0.09400554746389389,
"learning_rate": 1.3049554138967051e-05,
"loss": 1.859,
"step": 160
},
{
"epoch": 0.027556696619597774,
"grad_norm": 0.0903010442852974,
"learning_rate": 1.2433405522156332e-05,
"loss": 1.8646,
"step": 161
},
{
"epoch": 0.02772785622593068,
"grad_norm": 0.09318774938583374,
"learning_rate": 1.183008586294485e-05,
"loss": 1.9487,
"step": 162
},
{
"epoch": 0.027899015832263587,
"grad_norm": 0.08630430698394775,
"learning_rate": 1.1239801194443506e-05,
"loss": 1.7142,
"step": 163
},
{
"epoch": 0.028070175438596492,
"grad_norm": 0.09236445277929306,
"learning_rate": 1.066275309832584e-05,
"loss": 1.8608,
"step": 164
},
{
"epoch": 0.028241335044929396,
"grad_norm": 0.10190917551517487,
"learning_rate": 1.0099138635988026e-05,
"loss": 2.0014,
"step": 165
},
{
"epoch": 0.0284124946512623,
"grad_norm": 0.09969731420278549,
"learning_rate": 9.549150281252633e-06,
"loss": 1.8265,
"step": 166
},
{
"epoch": 0.02858365425759521,
"grad_norm": 0.09843458980321884,
"learning_rate": 9.012975854638949e-06,
"loss": 1.8552,
"step": 167
},
{
"epoch": 0.028754813863928114,
"grad_norm": 0.0932171493768692,
"learning_rate": 8.490798459222476e-06,
"loss": 1.8805,
"step": 168
},
{
"epoch": 0.02892597347026102,
"grad_norm": 0.09193925559520721,
"learning_rate": 7.982796418105371e-06,
"loss": 1.8708,
"step": 169
},
{
"epoch": 0.029097133076593923,
"grad_norm": 0.101052425801754,
"learning_rate": 7.489143213519301e-06,
"loss": 1.9583,
"step": 170
},
{
"epoch": 0.02926829268292683,
"grad_norm": 0.09988513588905334,
"learning_rate": 7.010007427581378e-06,
"loss": 1.9813,
"step": 171
},
{
"epoch": 0.029439452289259736,
"grad_norm": 0.09843932092189789,
"learning_rate": 6.5455526847235825e-06,
"loss": 1.9067,
"step": 172
},
{
"epoch": 0.02961061189559264,
"grad_norm": 0.0977838858962059,
"learning_rate": 6.0959375958151045e-06,
"loss": 1.8711,
"step": 173
},
{
"epoch": 0.029781771501925545,
"grad_norm": 0.10626049339771271,
"learning_rate": 5.6613157039969055e-06,
"loss": 2.0638,
"step": 174
},
{
"epoch": 0.02995293110825845,
"grad_norm": 0.09931275993585587,
"learning_rate": 5.241835432246889e-06,
"loss": 1.8416,
"step": 175
},
{
"epoch": 0.030124090714591358,
"grad_norm": 0.10600997507572174,
"learning_rate": 4.837640032693558e-06,
"loss": 1.9066,
"step": 176
},
{
"epoch": 0.030295250320924262,
"grad_norm": 0.10138809680938721,
"learning_rate": 4.448867537695578e-06,
"loss": 1.7798,
"step": 177
},
{
"epoch": 0.030466409927257167,
"grad_norm": 0.10285711288452148,
"learning_rate": 4.075650712703849e-06,
"loss": 1.9305,
"step": 178
},
{
"epoch": 0.03063756953359007,
"grad_norm": 0.10435103625059128,
"learning_rate": 3.71811701092219e-06,
"loss": 1.7811,
"step": 179
},
{
"epoch": 0.03080872913992298,
"grad_norm": 0.10847938060760498,
"learning_rate": 3.376388529782215e-06,
"loss": 1.9549,
"step": 180
},
{
"epoch": 0.030979888746255884,
"grad_norm": 0.10423749685287476,
"learning_rate": 3.0505819692471792e-06,
"loss": 1.7917,
"step": 181
},
{
"epoch": 0.03115104835258879,
"grad_norm": 0.11017204076051712,
"learning_rate": 2.7408085919590264e-06,
"loss": 1.9272,
"step": 182
},
{
"epoch": 0.0313222079589217,
"grad_norm": 0.11599629372358322,
"learning_rate": 2.4471741852423237e-06,
"loss": 1.8393,
"step": 183
},
{
"epoch": 0.0314933675652546,
"grad_norm": 0.10840439796447754,
"learning_rate": 2.1697790249779636e-06,
"loss": 1.9099,
"step": 184
},
{
"epoch": 0.031664527171587506,
"grad_norm": 0.12284722179174423,
"learning_rate": 1.908717841359048e-06,
"loss": 2.0558,
"step": 185
},
{
"epoch": 0.03183568677792041,
"grad_norm": 0.11635725945234299,
"learning_rate": 1.6640797865406288e-06,
"loss": 1.9249,
"step": 186
},
{
"epoch": 0.032006846384253315,
"grad_norm": 0.1333126574754715,
"learning_rate": 1.4359484041943038e-06,
"loss": 1.9864,
"step": 187
},
{
"epoch": 0.03217800599058622,
"grad_norm": 0.13437993824481964,
"learning_rate": 1.2244016009781701e-06,
"loss": 1.9203,
"step": 188
},
{
"epoch": 0.032349165596919124,
"grad_norm": 0.12741129100322723,
"learning_rate": 1.0295116199317057e-06,
"loss": 1.8627,
"step": 189
},
{
"epoch": 0.032520325203252036,
"grad_norm": 0.13912999629974365,
"learning_rate": 8.513450158049108e-07,
"loss": 1.8976,
"step": 190
},
{
"epoch": 0.03269148480958494,
"grad_norm": 0.1495036631822586,
"learning_rate": 6.899626323298713e-07,
"loss": 1.9268,
"step": 191
},
{
"epoch": 0.032862644415917845,
"grad_norm": 0.14511996507644653,
"learning_rate": 5.454195814427021e-07,
"loss": 1.9895,
"step": 192
},
{
"epoch": 0.03303380402225075,
"grad_norm": 0.1583525389432907,
"learning_rate": 4.177652244628627e-07,
"loss": 2.0931,
"step": 193
},
{
"epoch": 0.033204963628583654,
"grad_norm": 0.16893316805362701,
"learning_rate": 3.0704315523631953e-07,
"loss": 1.9645,
"step": 194
},
{
"epoch": 0.03337612323491656,
"grad_norm": 0.19505704939365387,
"learning_rate": 2.1329118524827662e-07,
"loss": 1.6557,
"step": 195
},
{
"epoch": 0.033547282841249464,
"grad_norm": 0.20835180580615997,
"learning_rate": 1.3654133071059893e-07,
"loss": 1.7806,
"step": 196
},
{
"epoch": 0.03371844244758237,
"grad_norm": 0.23454757034778595,
"learning_rate": 7.681980162830282e-08,
"loss": 1.9318,
"step": 197
},
{
"epoch": 0.03388960205391527,
"grad_norm": 0.2649778425693512,
"learning_rate": 3.4146992848854695e-08,
"loss": 1.9983,
"step": 198
},
{
"epoch": 0.034060761660248184,
"grad_norm": 0.3988756537437439,
"learning_rate": 8.537477097364522e-09,
"loss": 2.2859,
"step": 199
},
{
"epoch": 0.03423192126658109,
"grad_norm": 0.5916358828544617,
"learning_rate": 0.0,
"loss": 2.5445,
"step": 200
},
{
"epoch": 0.03423192126658109,
"eval_loss": 1.942334532737732,
"eval_runtime": 253.457,
"eval_samples_per_second": 38.823,
"eval_steps_per_second": 19.412,
"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": 7688467500761088.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}