prxy5605's picture
Training in progress, step 200, checkpoint
c76890a verified
{
"best_metric": 0.046638909727334976,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.054745774310545406,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.000273728871552727,
"grad_norm": 0.6941263675689697,
"learning_rate": 1e-05,
"loss": 0.8293,
"step": 1
},
{
"epoch": 0.000273728871552727,
"eval_loss": 2.9798033237457275,
"eval_runtime": 261.1764,
"eval_samples_per_second": 23.559,
"eval_steps_per_second": 5.893,
"step": 1
},
{
"epoch": 0.000547457743105454,
"grad_norm": 1.2184916734695435,
"learning_rate": 2e-05,
"loss": 1.3028,
"step": 2
},
{
"epoch": 0.000821186614658181,
"grad_norm": 1.0150651931762695,
"learning_rate": 3e-05,
"loss": 1.0134,
"step": 3
},
{
"epoch": 0.001094915486210908,
"grad_norm": 0.9276098012924194,
"learning_rate": 4e-05,
"loss": 0.9233,
"step": 4
},
{
"epoch": 0.0013686443577636351,
"grad_norm": 1.511775255203247,
"learning_rate": 5e-05,
"loss": 1.4922,
"step": 5
},
{
"epoch": 0.001642373229316362,
"grad_norm": 1.647055983543396,
"learning_rate": 6e-05,
"loss": 1.6422,
"step": 6
},
{
"epoch": 0.0019161021008690892,
"grad_norm": 1.019641399383545,
"learning_rate": 7e-05,
"loss": 0.8935,
"step": 7
},
{
"epoch": 0.002189830972421816,
"grad_norm": 1.17073392868042,
"learning_rate": 8e-05,
"loss": 0.6967,
"step": 8
},
{
"epoch": 0.002463559843974543,
"grad_norm": 2.7586605548858643,
"learning_rate": 9e-05,
"loss": 0.8508,
"step": 9
},
{
"epoch": 0.0027372887155272703,
"grad_norm": 0.6207762360572815,
"learning_rate": 0.0001,
"loss": 0.3636,
"step": 10
},
{
"epoch": 0.0030110175870799974,
"grad_norm": 0.7272778153419495,
"learning_rate": 9.999316524962345e-05,
"loss": 0.3618,
"step": 11
},
{
"epoch": 0.003284746458632724,
"grad_norm": 0.5148478746414185,
"learning_rate": 9.997266286704631e-05,
"loss": 0.3207,
"step": 12
},
{
"epoch": 0.003558475330185451,
"grad_norm": 0.8237785696983337,
"learning_rate": 9.993849845741524e-05,
"loss": 0.2985,
"step": 13
},
{
"epoch": 0.0038322042017381783,
"grad_norm": 0.8858790397644043,
"learning_rate": 9.989068136093873e-05,
"loss": 0.2782,
"step": 14
},
{
"epoch": 0.0041059330732909054,
"grad_norm": 0.8292993903160095,
"learning_rate": 9.98292246503335e-05,
"loss": 0.2169,
"step": 15
},
{
"epoch": 0.004379661944843632,
"grad_norm": 0.8542286157608032,
"learning_rate": 9.975414512725057e-05,
"loss": 0.1566,
"step": 16
},
{
"epoch": 0.00465339081639636,
"grad_norm": 0.533530592918396,
"learning_rate": 9.966546331768191e-05,
"loss": 0.1346,
"step": 17
},
{
"epoch": 0.004927119687949086,
"grad_norm": 0.6270493865013123,
"learning_rate": 9.956320346634876e-05,
"loss": 0.1376,
"step": 18
},
{
"epoch": 0.005200848559501813,
"grad_norm": 0.8777332305908203,
"learning_rate": 9.944739353007344e-05,
"loss": 0.1615,
"step": 19
},
{
"epoch": 0.005474577431054541,
"grad_norm": 0.9948918223381042,
"learning_rate": 9.931806517013612e-05,
"loss": 0.1516,
"step": 20
},
{
"epoch": 0.005748306302607267,
"grad_norm": 0.8603919148445129,
"learning_rate": 9.917525374361912e-05,
"loss": 0.1271,
"step": 21
},
{
"epoch": 0.006022035174159995,
"grad_norm": 0.7687948942184448,
"learning_rate": 9.901899829374047e-05,
"loss": 0.0525,
"step": 22
},
{
"epoch": 0.0062957640457127215,
"grad_norm": 0.4885317087173462,
"learning_rate": 9.884934153917997e-05,
"loss": 0.0714,
"step": 23
},
{
"epoch": 0.006569492917265448,
"grad_norm": 0.7037376761436462,
"learning_rate": 9.86663298624003e-05,
"loss": 0.0932,
"step": 24
},
{
"epoch": 0.006843221788818176,
"grad_norm": 0.9735738039016724,
"learning_rate": 9.847001329696653e-05,
"loss": 0.08,
"step": 25
},
{
"epoch": 0.007116950660370902,
"grad_norm": 0.37204796075820923,
"learning_rate": 9.826044551386744e-05,
"loss": 0.0417,
"step": 26
},
{
"epoch": 0.00739067953192363,
"grad_norm": 0.650737464427948,
"learning_rate": 9.803768380684242e-05,
"loss": 0.0683,
"step": 27
},
{
"epoch": 0.007664408403476357,
"grad_norm": 0.5781377553939819,
"learning_rate": 9.780178907671789e-05,
"loss": 0.0341,
"step": 28
},
{
"epoch": 0.007938137275029084,
"grad_norm": 0.590464174747467,
"learning_rate": 9.755282581475769e-05,
"loss": 0.0542,
"step": 29
},
{
"epoch": 0.008211866146581811,
"grad_norm": 0.4975374639034271,
"learning_rate": 9.729086208503174e-05,
"loss": 0.0437,
"step": 30
},
{
"epoch": 0.008485595018134538,
"grad_norm": 0.7869663834571838,
"learning_rate": 9.701596950580806e-05,
"loss": 0.18,
"step": 31
},
{
"epoch": 0.008759323889687264,
"grad_norm": 1.1055541038513184,
"learning_rate": 9.672822322997305e-05,
"loss": 0.306,
"step": 32
},
{
"epoch": 0.009033052761239991,
"grad_norm": 0.43376174569129944,
"learning_rate": 9.642770192448536e-05,
"loss": 0.0721,
"step": 33
},
{
"epoch": 0.00930678163279272,
"grad_norm": 0.772247850894928,
"learning_rate": 9.611448774886924e-05,
"loss": 0.0681,
"step": 34
},
{
"epoch": 0.009580510504345446,
"grad_norm": 0.5541563630104065,
"learning_rate": 9.578866633275288e-05,
"loss": 0.0682,
"step": 35
},
{
"epoch": 0.009854239375898173,
"grad_norm": 0.297048419713974,
"learning_rate": 9.545032675245813e-05,
"loss": 0.0344,
"step": 36
},
{
"epoch": 0.0101279682474509,
"grad_norm": 0.13589619100093842,
"learning_rate": 9.509956150664796e-05,
"loss": 0.0167,
"step": 37
},
{
"epoch": 0.010401697119003626,
"grad_norm": 0.17115527391433716,
"learning_rate": 9.473646649103818e-05,
"loss": 0.0157,
"step": 38
},
{
"epoch": 0.010675425990556354,
"grad_norm": 0.17680104076862335,
"learning_rate": 9.43611409721806e-05,
"loss": 0.0225,
"step": 39
},
{
"epoch": 0.010949154862109081,
"grad_norm": 0.14002275466918945,
"learning_rate": 9.397368756032445e-05,
"loss": 0.0156,
"step": 40
},
{
"epoch": 0.011222883733661808,
"grad_norm": 0.3309665322303772,
"learning_rate": 9.357421218136386e-05,
"loss": 0.047,
"step": 41
},
{
"epoch": 0.011496612605214535,
"grad_norm": 0.15639910101890564,
"learning_rate": 9.316282404787871e-05,
"loss": 0.0148,
"step": 42
},
{
"epoch": 0.011770341476767261,
"grad_norm": 0.17438195645809174,
"learning_rate": 9.273963562927695e-05,
"loss": 0.0191,
"step": 43
},
{
"epoch": 0.01204407034831999,
"grad_norm": 0.09357629716396332,
"learning_rate": 9.230476262104677e-05,
"loss": 0.0044,
"step": 44
},
{
"epoch": 0.012317799219872716,
"grad_norm": 0.16031214594841003,
"learning_rate": 9.185832391312644e-05,
"loss": 0.0091,
"step": 45
},
{
"epoch": 0.012591528091425443,
"grad_norm": 0.07358153164386749,
"learning_rate": 9.140044155740101e-05,
"loss": 0.003,
"step": 46
},
{
"epoch": 0.01286525696297817,
"grad_norm": 0.08584200590848923,
"learning_rate": 9.093124073433463e-05,
"loss": 0.0039,
"step": 47
},
{
"epoch": 0.013138985834530896,
"grad_norm": 0.06349136680364609,
"learning_rate": 9.045084971874738e-05,
"loss": 0.0023,
"step": 48
},
{
"epoch": 0.013412714706083625,
"grad_norm": 0.0750914067029953,
"learning_rate": 8.995939984474624e-05,
"loss": 0.0033,
"step": 49
},
{
"epoch": 0.013686443577636351,
"grad_norm": 0.20852030813694,
"learning_rate": 8.945702546981969e-05,
"loss": 0.0114,
"step": 50
},
{
"epoch": 0.013686443577636351,
"eval_loss": 0.10318926721811295,
"eval_runtime": 263.2495,
"eval_samples_per_second": 23.373,
"eval_steps_per_second": 5.846,
"step": 50
},
{
"epoch": 0.013960172449189078,
"grad_norm": 1.7688506841659546,
"learning_rate": 8.894386393810563e-05,
"loss": 0.4599,
"step": 51
},
{
"epoch": 0.014233901320741805,
"grad_norm": 0.6852141618728638,
"learning_rate": 8.842005554284296e-05,
"loss": 0.1715,
"step": 52
},
{
"epoch": 0.014507630192294532,
"grad_norm": 0.64682537317276,
"learning_rate": 8.788574348801675e-05,
"loss": 0.1896,
"step": 53
},
{
"epoch": 0.01478135906384726,
"grad_norm": 0.4129149615764618,
"learning_rate": 8.73410738492077e-05,
"loss": 0.1405,
"step": 54
},
{
"epoch": 0.015055087935399987,
"grad_norm": 0.39000850915908813,
"learning_rate": 8.678619553365659e-05,
"loss": 0.0792,
"step": 55
},
{
"epoch": 0.015328816806952713,
"grad_norm": 0.7193068265914917,
"learning_rate": 8.622126023955446e-05,
"loss": 0.1492,
"step": 56
},
{
"epoch": 0.01560254567850544,
"grad_norm": 0.2947554588317871,
"learning_rate": 8.564642241456986e-05,
"loss": 0.0963,
"step": 57
},
{
"epoch": 0.01587627455005817,
"grad_norm": 0.28656435012817383,
"learning_rate": 8.506183921362443e-05,
"loss": 0.0775,
"step": 58
},
{
"epoch": 0.016150003421610895,
"grad_norm": 0.28851979970932007,
"learning_rate": 8.44676704559283e-05,
"loss": 0.1041,
"step": 59
},
{
"epoch": 0.016423732293163622,
"grad_norm": 0.5464861989021301,
"learning_rate": 8.386407858128706e-05,
"loss": 0.0947,
"step": 60
},
{
"epoch": 0.01669746116471635,
"grad_norm": 0.39874088764190674,
"learning_rate": 8.32512286056924e-05,
"loss": 0.1459,
"step": 61
},
{
"epoch": 0.016971190036269075,
"grad_norm": 0.39730069041252136,
"learning_rate": 8.262928807620843e-05,
"loss": 0.0872,
"step": 62
},
{
"epoch": 0.017244918907821802,
"grad_norm": 0.3217560052871704,
"learning_rate": 8.199842702516583e-05,
"loss": 0.1013,
"step": 63
},
{
"epoch": 0.01751864777937453,
"grad_norm": 0.36995869874954224,
"learning_rate": 8.135881792367686e-05,
"loss": 0.0794,
"step": 64
},
{
"epoch": 0.017792376650927255,
"grad_norm": 0.29235830903053284,
"learning_rate": 8.07106356344834e-05,
"loss": 0.0753,
"step": 65
},
{
"epoch": 0.018066105522479982,
"grad_norm": 0.40605628490448,
"learning_rate": 8.005405736415126e-05,
"loss": 0.1249,
"step": 66
},
{
"epoch": 0.018339834394032712,
"grad_norm": 0.24858100712299347,
"learning_rate": 7.938926261462366e-05,
"loss": 0.0819,
"step": 67
},
{
"epoch": 0.01861356326558544,
"grad_norm": 0.30691301822662354,
"learning_rate": 7.871643313414718e-05,
"loss": 0.0559,
"step": 68
},
{
"epoch": 0.018887292137138165,
"grad_norm": 0.27972522377967834,
"learning_rate": 7.803575286758364e-05,
"loss": 0.0858,
"step": 69
},
{
"epoch": 0.019161021008690892,
"grad_norm": 0.28502631187438965,
"learning_rate": 7.734740790612136e-05,
"loss": 0.0782,
"step": 70
},
{
"epoch": 0.01943474988024362,
"grad_norm": 0.27517464756965637,
"learning_rate": 7.66515864363997e-05,
"loss": 0.1164,
"step": 71
},
{
"epoch": 0.019708478751796345,
"grad_norm": 0.2742948830127716,
"learning_rate": 7.594847868906076e-05,
"loss": 0.0812,
"step": 72
},
{
"epoch": 0.019982207623349072,
"grad_norm": 0.2698785364627838,
"learning_rate": 7.52382768867422e-05,
"loss": 0.0526,
"step": 73
},
{
"epoch": 0.0202559364949018,
"grad_norm": 0.1924898773431778,
"learning_rate": 7.452117519152542e-05,
"loss": 0.0653,
"step": 74
},
{
"epoch": 0.020529665366454525,
"grad_norm": 0.24038903415203094,
"learning_rate": 7.379736965185368e-05,
"loss": 0.0571,
"step": 75
},
{
"epoch": 0.020803394238007252,
"grad_norm": 0.2771959602832794,
"learning_rate": 7.30670581489344e-05,
"loss": 0.0678,
"step": 76
},
{
"epoch": 0.021077123109559982,
"grad_norm": 0.3027803599834442,
"learning_rate": 7.233044034264034e-05,
"loss": 0.0824,
"step": 77
},
{
"epoch": 0.02135085198111271,
"grad_norm": 0.34813180565834045,
"learning_rate": 7.158771761692464e-05,
"loss": 0.0428,
"step": 78
},
{
"epoch": 0.021624580852665436,
"grad_norm": 0.18736878037452698,
"learning_rate": 7.083909302476453e-05,
"loss": 0.0164,
"step": 79
},
{
"epoch": 0.021898309724218162,
"grad_norm": 0.1618126630783081,
"learning_rate": 7.008477123264848e-05,
"loss": 0.0252,
"step": 80
},
{
"epoch": 0.02217203859577089,
"grad_norm": 0.18529681861400604,
"learning_rate": 6.932495846462261e-05,
"loss": 0.0256,
"step": 81
},
{
"epoch": 0.022445767467323616,
"grad_norm": 0.5240387916564941,
"learning_rate": 6.855986244591104e-05,
"loss": 0.0771,
"step": 82
},
{
"epoch": 0.022719496338876342,
"grad_norm": 0.3223040699958801,
"learning_rate": 6.778969234612584e-05,
"loss": 0.1034,
"step": 83
},
{
"epoch": 0.02299322521042907,
"grad_norm": 0.342072993516922,
"learning_rate": 6.701465872208216e-05,
"loss": 0.0586,
"step": 84
},
{
"epoch": 0.023266954081981796,
"grad_norm": 0.2215188443660736,
"learning_rate": 6.623497346023418e-05,
"loss": 0.0384,
"step": 85
},
{
"epoch": 0.023540682953534522,
"grad_norm": 0.1570575088262558,
"learning_rate": 6.545084971874738e-05,
"loss": 0.0218,
"step": 86
},
{
"epoch": 0.023814411825087253,
"grad_norm": 0.19102266430854797,
"learning_rate": 6.466250186922325e-05,
"loss": 0.0424,
"step": 87
},
{
"epoch": 0.02408814069663998,
"grad_norm": 0.1055581122636795,
"learning_rate": 6.387014543809223e-05,
"loss": 0.0121,
"step": 88
},
{
"epoch": 0.024361869568192706,
"grad_norm": 0.3091917037963867,
"learning_rate": 6.307399704769099e-05,
"loss": 0.079,
"step": 89
},
{
"epoch": 0.024635598439745433,
"grad_norm": 0.1684788465499878,
"learning_rate": 6.227427435703997e-05,
"loss": 0.0372,
"step": 90
},
{
"epoch": 0.02490932731129816,
"grad_norm": 0.25582513213157654,
"learning_rate": 6.147119600233758e-05,
"loss": 0.0406,
"step": 91
},
{
"epoch": 0.025183056182850886,
"grad_norm": 0.10428531467914581,
"learning_rate": 6.066498153718735e-05,
"loss": 0.0058,
"step": 92
},
{
"epoch": 0.025456785054403613,
"grad_norm": 0.25681793689727783,
"learning_rate": 5.985585137257401e-05,
"loss": 0.0333,
"step": 93
},
{
"epoch": 0.02573051392595634,
"grad_norm": 0.09947719424962997,
"learning_rate": 5.90440267166055e-05,
"loss": 0.0055,
"step": 94
},
{
"epoch": 0.026004242797509066,
"grad_norm": 0.05656822770833969,
"learning_rate": 5.8229729514036705e-05,
"loss": 0.0031,
"step": 95
},
{
"epoch": 0.026277971669061793,
"grad_norm": 0.10895723849534988,
"learning_rate": 5.74131823855921e-05,
"loss": 0.0061,
"step": 96
},
{
"epoch": 0.026551700540614523,
"grad_norm": 0.30041539669036865,
"learning_rate": 5.6594608567103456e-05,
"loss": 0.0417,
"step": 97
},
{
"epoch": 0.02682542941216725,
"grad_norm": 0.20105572044849396,
"learning_rate": 5.577423184847932e-05,
"loss": 0.0128,
"step": 98
},
{
"epoch": 0.027099158283719976,
"grad_norm": 0.09207609295845032,
"learning_rate": 5.495227651252315e-05,
"loss": 0.005,
"step": 99
},
{
"epoch": 0.027372887155272703,
"grad_norm": 0.07330376654863358,
"learning_rate": 5.4128967273616625e-05,
"loss": 0.0041,
"step": 100
},
{
"epoch": 0.027372887155272703,
"eval_loss": 0.0689723864197731,
"eval_runtime": 263.1747,
"eval_samples_per_second": 23.38,
"eval_steps_per_second": 5.848,
"step": 100
},
{
"epoch": 0.02764661602682543,
"grad_norm": 1.0368256568908691,
"learning_rate": 5.330452921628497e-05,
"loss": 0.2054,
"step": 101
},
{
"epoch": 0.027920344898378156,
"grad_norm": 0.5863410234451294,
"learning_rate": 5.247918773366112e-05,
"loss": 0.1558,
"step": 102
},
{
"epoch": 0.028194073769930883,
"grad_norm": 0.5034375190734863,
"learning_rate": 5.165316846586541e-05,
"loss": 0.1396,
"step": 103
},
{
"epoch": 0.02846780264148361,
"grad_norm": 0.5163214802742004,
"learning_rate": 5.0826697238317935e-05,
"loss": 0.1619,
"step": 104
},
{
"epoch": 0.028741531513036336,
"grad_norm": 0.4672788977622986,
"learning_rate": 5e-05,
"loss": 0.1527,
"step": 105
},
{
"epoch": 0.029015260384589063,
"grad_norm": 0.35526421666145325,
"learning_rate": 4.917330276168208e-05,
"loss": 0.1102,
"step": 106
},
{
"epoch": 0.029288989256141793,
"grad_norm": 0.30567991733551025,
"learning_rate": 4.834683153413459e-05,
"loss": 0.0776,
"step": 107
},
{
"epoch": 0.02956271812769452,
"grad_norm": 0.4598815143108368,
"learning_rate": 4.7520812266338885e-05,
"loss": 0.1627,
"step": 108
},
{
"epoch": 0.029836446999247247,
"grad_norm": 0.2589607238769531,
"learning_rate": 4.669547078371504e-05,
"loss": 0.0687,
"step": 109
},
{
"epoch": 0.030110175870799973,
"grad_norm": 0.3864089846611023,
"learning_rate": 4.5871032726383386e-05,
"loss": 0.1135,
"step": 110
},
{
"epoch": 0.0303839047423527,
"grad_norm": 0.25004953145980835,
"learning_rate": 4.504772348747687e-05,
"loss": 0.1004,
"step": 111
},
{
"epoch": 0.030657633613905427,
"grad_norm": 0.25639253854751587,
"learning_rate": 4.4225768151520694e-05,
"loss": 0.0793,
"step": 112
},
{
"epoch": 0.030931362485458153,
"grad_norm": 0.36456888914108276,
"learning_rate": 4.3405391432896555e-05,
"loss": 0.0842,
"step": 113
},
{
"epoch": 0.03120509135701088,
"grad_norm": 0.39386072754859924,
"learning_rate": 4.2586817614407895e-05,
"loss": 0.0656,
"step": 114
},
{
"epoch": 0.03147882022856361,
"grad_norm": 0.2991383373737335,
"learning_rate": 4.17702704859633e-05,
"loss": 0.0856,
"step": 115
},
{
"epoch": 0.03175254910011634,
"grad_norm": 0.21862885355949402,
"learning_rate": 4.095597328339452e-05,
"loss": 0.0452,
"step": 116
},
{
"epoch": 0.032026277971669063,
"grad_norm": 0.21904170513153076,
"learning_rate": 4.0144148627425993e-05,
"loss": 0.051,
"step": 117
},
{
"epoch": 0.03230000684322179,
"grad_norm": 0.2709364593029022,
"learning_rate": 3.933501846281267e-05,
"loss": 0.0849,
"step": 118
},
{
"epoch": 0.03257373571477452,
"grad_norm": 0.27606716752052307,
"learning_rate": 3.852880399766243e-05,
"loss": 0.0689,
"step": 119
},
{
"epoch": 0.032847464586327244,
"grad_norm": 0.3288068175315857,
"learning_rate": 3.772572564296005e-05,
"loss": 0.0845,
"step": 120
},
{
"epoch": 0.03312119345787997,
"grad_norm": 0.2838031053543091,
"learning_rate": 3.6926002952309016e-05,
"loss": 0.0412,
"step": 121
},
{
"epoch": 0.0333949223294327,
"grad_norm": 0.18428663909435272,
"learning_rate": 3.612985456190778e-05,
"loss": 0.0595,
"step": 122
},
{
"epoch": 0.033668651200985424,
"grad_norm": 0.37800440192222595,
"learning_rate": 3.533749813077677e-05,
"loss": 0.0672,
"step": 123
},
{
"epoch": 0.03394238007253815,
"grad_norm": 0.22834280133247375,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.0346,
"step": 124
},
{
"epoch": 0.03421610894409088,
"grad_norm": 0.2601318955421448,
"learning_rate": 3.3765026539765834e-05,
"loss": 0.1222,
"step": 125
},
{
"epoch": 0.034489837815643604,
"grad_norm": 0.1850673258304596,
"learning_rate": 3.298534127791785e-05,
"loss": 0.0388,
"step": 126
},
{
"epoch": 0.03476356668719633,
"grad_norm": 0.3141416311264038,
"learning_rate": 3.221030765387417e-05,
"loss": 0.0646,
"step": 127
},
{
"epoch": 0.03503729555874906,
"grad_norm": 0.18401959538459778,
"learning_rate": 3.144013755408895e-05,
"loss": 0.034,
"step": 128
},
{
"epoch": 0.035311024430301784,
"grad_norm": 0.15586012601852417,
"learning_rate": 3.0675041535377405e-05,
"loss": 0.0326,
"step": 129
},
{
"epoch": 0.03558475330185451,
"grad_norm": 0.22381485998630524,
"learning_rate": 2.991522876735154e-05,
"loss": 0.0342,
"step": 130
},
{
"epoch": 0.03585848217340724,
"grad_norm": 0.3787159025669098,
"learning_rate": 2.916090697523549e-05,
"loss": 0.0816,
"step": 131
},
{
"epoch": 0.036132211044959964,
"grad_norm": 0.14897434413433075,
"learning_rate": 2.8412282383075363e-05,
"loss": 0.0296,
"step": 132
},
{
"epoch": 0.0364059399165127,
"grad_norm": 0.2271733433008194,
"learning_rate": 2.766955965735968e-05,
"loss": 0.0287,
"step": 133
},
{
"epoch": 0.036679668788065424,
"grad_norm": 0.13798674941062927,
"learning_rate": 2.693294185106562e-05,
"loss": 0.0292,
"step": 134
},
{
"epoch": 0.03695339765961815,
"grad_norm": 0.16890235245227814,
"learning_rate": 2.6202630348146324e-05,
"loss": 0.0242,
"step": 135
},
{
"epoch": 0.03722712653117088,
"grad_norm": 0.11271921545267105,
"learning_rate": 2.547882480847461e-05,
"loss": 0.008,
"step": 136
},
{
"epoch": 0.037500855402723604,
"grad_norm": 0.11944177746772766,
"learning_rate": 2.476172311325783e-05,
"loss": 0.0147,
"step": 137
},
{
"epoch": 0.03777458427427633,
"grad_norm": 0.14850112795829773,
"learning_rate": 2.405152131093926e-05,
"loss": 0.0178,
"step": 138
},
{
"epoch": 0.03804831314582906,
"grad_norm": 0.15633860230445862,
"learning_rate": 2.3348413563600325e-05,
"loss": 0.0207,
"step": 139
},
{
"epoch": 0.038322042017381784,
"grad_norm": 0.17218001186847687,
"learning_rate": 2.2652592093878666e-05,
"loss": 0.0389,
"step": 140
},
{
"epoch": 0.03859577088893451,
"grad_norm": 0.08486124128103256,
"learning_rate": 2.196424713241637e-05,
"loss": 0.0054,
"step": 141
},
{
"epoch": 0.03886949976048724,
"grad_norm": 0.13307073712348938,
"learning_rate": 2.128356686585282e-05,
"loss": 0.0183,
"step": 142
},
{
"epoch": 0.039143228632039964,
"grad_norm": 0.12460210174322128,
"learning_rate": 2.061073738537635e-05,
"loss": 0.0074,
"step": 143
},
{
"epoch": 0.03941695750359269,
"grad_norm": 0.1307774931192398,
"learning_rate": 1.9945942635848748e-05,
"loss": 0.0074,
"step": 144
},
{
"epoch": 0.03969068637514542,
"grad_norm": 0.09602323919534683,
"learning_rate": 1.928936436551661e-05,
"loss": 0.0062,
"step": 145
},
{
"epoch": 0.039964415246698144,
"grad_norm": 0.09614124894142151,
"learning_rate": 1.8641182076323148e-05,
"loss": 0.0177,
"step": 146
},
{
"epoch": 0.04023814411825087,
"grad_norm": 0.04025377333164215,
"learning_rate": 1.800157297483417e-05,
"loss": 0.0025,
"step": 147
},
{
"epoch": 0.0405118729898036,
"grad_norm": 0.4157078266143799,
"learning_rate": 1.7370711923791567e-05,
"loss": 0.0212,
"step": 148
},
{
"epoch": 0.040785601861356324,
"grad_norm": 0.08781462162733078,
"learning_rate": 1.6748771394307585e-05,
"loss": 0.0055,
"step": 149
},
{
"epoch": 0.04105933073290905,
"grad_norm": 0.16040568053722382,
"learning_rate": 1.6135921418712956e-05,
"loss": 0.0173,
"step": 150
},
{
"epoch": 0.04105933073290905,
"eval_loss": 0.053889013826847076,
"eval_runtime": 262.788,
"eval_samples_per_second": 23.414,
"eval_steps_per_second": 5.856,
"step": 150
},
{
"epoch": 0.04133305960446178,
"grad_norm": 0.42668816447257996,
"learning_rate": 1.553232954407171e-05,
"loss": 0.1353,
"step": 151
},
{
"epoch": 0.041606788476014504,
"grad_norm": 0.4605340361595154,
"learning_rate": 1.4938160786375572e-05,
"loss": 0.1332,
"step": 152
},
{
"epoch": 0.04188051734756724,
"grad_norm": 0.4513793885707855,
"learning_rate": 1.435357758543015e-05,
"loss": 0.1305,
"step": 153
},
{
"epoch": 0.042154246219119965,
"grad_norm": 0.4168568253517151,
"learning_rate": 1.3778739760445552e-05,
"loss": 0.1478,
"step": 154
},
{
"epoch": 0.04242797509067269,
"grad_norm": 0.508091151714325,
"learning_rate": 1.3213804466343421e-05,
"loss": 0.1776,
"step": 155
},
{
"epoch": 0.04270170396222542,
"grad_norm": 0.33139148354530334,
"learning_rate": 1.2658926150792322e-05,
"loss": 0.0916,
"step": 156
},
{
"epoch": 0.042975432833778145,
"grad_norm": 0.39131301641464233,
"learning_rate": 1.2114256511983274e-05,
"loss": 0.1118,
"step": 157
},
{
"epoch": 0.04324916170533087,
"grad_norm": 0.46013709902763367,
"learning_rate": 1.157994445715706e-05,
"loss": 0.1722,
"step": 158
},
{
"epoch": 0.0435228905768836,
"grad_norm": 0.2845227122306824,
"learning_rate": 1.1056136061894384e-05,
"loss": 0.0652,
"step": 159
},
{
"epoch": 0.043796619448436325,
"grad_norm": 0.3384856879711151,
"learning_rate": 1.0542974530180327e-05,
"loss": 0.0876,
"step": 160
},
{
"epoch": 0.04407034831998905,
"grad_norm": 0.27916601300239563,
"learning_rate": 1.0040600155253765e-05,
"loss": 0.0621,
"step": 161
},
{
"epoch": 0.04434407719154178,
"grad_norm": 0.3159334063529968,
"learning_rate": 9.549150281252633e-06,
"loss": 0.065,
"step": 162
},
{
"epoch": 0.044617806063094505,
"grad_norm": 0.507485032081604,
"learning_rate": 9.068759265665384e-06,
"loss": 0.1085,
"step": 163
},
{
"epoch": 0.04489153493464723,
"grad_norm": 0.3902236521244049,
"learning_rate": 8.599558442598998e-06,
"loss": 0.1489,
"step": 164
},
{
"epoch": 0.04516526380619996,
"grad_norm": 0.350129097700119,
"learning_rate": 8.141676086873572e-06,
"loss": 0.0553,
"step": 165
},
{
"epoch": 0.045438992677752685,
"grad_norm": 0.20551259815692902,
"learning_rate": 7.695237378953223e-06,
"loss": 0.0344,
"step": 166
},
{
"epoch": 0.04571272154930541,
"grad_norm": 0.2562514841556549,
"learning_rate": 7.260364370723044e-06,
"loss": 0.0609,
"step": 167
},
{
"epoch": 0.04598645042085814,
"grad_norm": 0.34810352325439453,
"learning_rate": 6.837175952121306e-06,
"loss": 0.0453,
"step": 168
},
{
"epoch": 0.046260179292410865,
"grad_norm": 0.21661634743213654,
"learning_rate": 6.425787818636131e-06,
"loss": 0.0491,
"step": 169
},
{
"epoch": 0.04653390816396359,
"grad_norm": 0.2689395248889923,
"learning_rate": 6.026312439675552e-06,
"loss": 0.0456,
"step": 170
},
{
"epoch": 0.04680763703551632,
"grad_norm": 0.23819881677627563,
"learning_rate": 5.6388590278194096e-06,
"loss": 0.072,
"step": 171
},
{
"epoch": 0.047081365907069045,
"grad_norm": 0.1767212599515915,
"learning_rate": 5.263533508961827e-06,
"loss": 0.0364,
"step": 172
},
{
"epoch": 0.04735509477862178,
"grad_norm": 0.16702032089233398,
"learning_rate": 4.900438493352055e-06,
"loss": 0.043,
"step": 173
},
{
"epoch": 0.047628823650174505,
"grad_norm": 0.21438774466514587,
"learning_rate": 4.549673247541875e-06,
"loss": 0.0423,
"step": 174
},
{
"epoch": 0.04790255252172723,
"grad_norm": 0.3000297248363495,
"learning_rate": 4.2113336672471245e-06,
"loss": 0.0489,
"step": 175
},
{
"epoch": 0.04817628139327996,
"grad_norm": 0.2725224792957306,
"learning_rate": 3.885512251130763e-06,
"loss": 0.0834,
"step": 176
},
{
"epoch": 0.048450010264832685,
"grad_norm": 0.2468566596508026,
"learning_rate": 3.5722980755146517e-06,
"loss": 0.0363,
"step": 177
},
{
"epoch": 0.04872373913638541,
"grad_norm": 0.1893908977508545,
"learning_rate": 3.271776770026963e-06,
"loss": 0.0391,
"step": 178
},
{
"epoch": 0.04899746800793814,
"grad_norm": 0.2877200245857239,
"learning_rate": 2.9840304941919415e-06,
"loss": 0.0735,
"step": 179
},
{
"epoch": 0.049271196879490865,
"grad_norm": 0.18520237505435944,
"learning_rate": 2.7091379149682685e-06,
"loss": 0.0423,
"step": 180
},
{
"epoch": 0.04954492575104359,
"grad_norm": 0.5646597743034363,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.1359,
"step": 181
},
{
"epoch": 0.04981865462259632,
"grad_norm": 0.1474703848361969,
"learning_rate": 2.1982109232821178e-06,
"loss": 0.0177,
"step": 182
},
{
"epoch": 0.050092383494149045,
"grad_norm": 0.15733028948307037,
"learning_rate": 1.962316193157593e-06,
"loss": 0.0356,
"step": 183
},
{
"epoch": 0.05036611236570177,
"grad_norm": 0.17028987407684326,
"learning_rate": 1.7395544861325718e-06,
"loss": 0.0353,
"step": 184
},
{
"epoch": 0.0506398412372545,
"grad_norm": 0.12482590973377228,
"learning_rate": 1.5299867030334814e-06,
"loss": 0.0185,
"step": 185
},
{
"epoch": 0.050913570108807225,
"grad_norm": 0.10851741582155228,
"learning_rate": 1.333670137599713e-06,
"loss": 0.0127,
"step": 186
},
{
"epoch": 0.05118729898035995,
"grad_norm": 0.13794581592082977,
"learning_rate": 1.1506584608200367e-06,
"loss": 0.0211,
"step": 187
},
{
"epoch": 0.05146102785191268,
"grad_norm": 0.22493144869804382,
"learning_rate": 9.810017062595322e-07,
"loss": 0.0414,
"step": 188
},
{
"epoch": 0.051734756723465405,
"grad_norm": 0.17623072862625122,
"learning_rate": 8.247462563808817e-07,
"loss": 0.017,
"step": 189
},
{
"epoch": 0.05200848559501813,
"grad_norm": 0.23774200677871704,
"learning_rate": 6.819348298638839e-07,
"loss": 0.0199,
"step": 190
},
{
"epoch": 0.05228221446657086,
"grad_norm": 0.14420565962791443,
"learning_rate": 5.526064699265753e-07,
"loss": 0.0218,
"step": 191
},
{
"epoch": 0.052555943338123585,
"grad_norm": 0.25365015864372253,
"learning_rate": 4.367965336512403e-07,
"loss": 0.0411,
"step": 192
},
{
"epoch": 0.05282967220967631,
"grad_norm": 0.15551206469535828,
"learning_rate": 3.3453668231809286e-07,
"loss": 0.014,
"step": 193
},
{
"epoch": 0.053103401081229046,
"grad_norm": 0.1488182693719864,
"learning_rate": 2.458548727494292e-07,
"loss": 0.0111,
"step": 194
},
{
"epoch": 0.05337712995278177,
"grad_norm": 0.12060103565454483,
"learning_rate": 1.7077534966650766e-07,
"loss": 0.0213,
"step": 195
},
{
"epoch": 0.0536508588243345,
"grad_norm": 0.1427120417356491,
"learning_rate": 1.0931863906127327e-07,
"loss": 0.0113,
"step": 196
},
{
"epoch": 0.053924587695887226,
"grad_norm": 0.23374320566654205,
"learning_rate": 6.150154258476315e-08,
"loss": 0.018,
"step": 197
},
{
"epoch": 0.05419831656743995,
"grad_norm": 0.268144816160202,
"learning_rate": 2.7337132953697554e-08,
"loss": 0.0359,
"step": 198
},
{
"epoch": 0.05447204543899268,
"grad_norm": 0.24813376367092133,
"learning_rate": 6.834750376549792e-09,
"loss": 0.0154,
"step": 199
},
{
"epoch": 0.054745774310545406,
"grad_norm": 0.30383244156837463,
"learning_rate": 0.0,
"loss": 0.0217,
"step": 200
},
{
"epoch": 0.054745774310545406,
"eval_loss": 0.046638909727334976,
"eval_runtime": 262.4816,
"eval_samples_per_second": 23.442,
"eval_steps_per_second": 5.863,
"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": 1.3504381150298112e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}