terry69's picture
Model save
163bff5 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 1207,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0008285004142502071,
"grad_norm": 23.866117550094145,
"learning_rate": 8.264462809917357e-08,
"loss": 1.4163,
"step": 1
},
{
"epoch": 0.004142502071251036,
"grad_norm": 22.991207135218495,
"learning_rate": 4.132231404958678e-07,
"loss": 1.4008,
"step": 5
},
{
"epoch": 0.008285004142502071,
"grad_norm": 8.161072224423009,
"learning_rate": 8.264462809917356e-07,
"loss": 1.3121,
"step": 10
},
{
"epoch": 0.012427506213753107,
"grad_norm": 10.651287293408194,
"learning_rate": 1.2396694214876035e-06,
"loss": 1.1732,
"step": 15
},
{
"epoch": 0.016570008285004142,
"grad_norm": 2.9695263532042517,
"learning_rate": 1.6528925619834712e-06,
"loss": 1.0137,
"step": 20
},
{
"epoch": 0.020712510356255178,
"grad_norm": 3.0649608491168774,
"learning_rate": 2.066115702479339e-06,
"loss": 0.9608,
"step": 25
},
{
"epoch": 0.024855012427506214,
"grad_norm": 2.4113702925470575,
"learning_rate": 2.479338842975207e-06,
"loss": 0.9263,
"step": 30
},
{
"epoch": 0.02899751449875725,
"grad_norm": 2.2764880745044525,
"learning_rate": 2.8925619834710743e-06,
"loss": 0.9069,
"step": 35
},
{
"epoch": 0.033140016570008285,
"grad_norm": 2.307963331742189,
"learning_rate": 3.3057851239669424e-06,
"loss": 0.8949,
"step": 40
},
{
"epoch": 0.037282518641259324,
"grad_norm": 2.290742694256339,
"learning_rate": 3.71900826446281e-06,
"loss": 0.8849,
"step": 45
},
{
"epoch": 0.041425020712510356,
"grad_norm": 2.418716943098049,
"learning_rate": 4.132231404958678e-06,
"loss": 0.8662,
"step": 50
},
{
"epoch": 0.045567522783761395,
"grad_norm": 2.256258952989886,
"learning_rate": 4.5454545454545455e-06,
"loss": 0.8617,
"step": 55
},
{
"epoch": 0.04971002485501243,
"grad_norm": 2.3643676843983013,
"learning_rate": 4.958677685950414e-06,
"loss": 0.8434,
"step": 60
},
{
"epoch": 0.053852526926263466,
"grad_norm": 2.51362497881208,
"learning_rate": 5.371900826446281e-06,
"loss": 0.8586,
"step": 65
},
{
"epoch": 0.0579950289975145,
"grad_norm": 2.409197722940547,
"learning_rate": 5.785123966942149e-06,
"loss": 0.8391,
"step": 70
},
{
"epoch": 0.06213753106876554,
"grad_norm": 2.504763734639035,
"learning_rate": 6.198347107438017e-06,
"loss": 0.8323,
"step": 75
},
{
"epoch": 0.06628003314001657,
"grad_norm": 2.342235286421664,
"learning_rate": 6.611570247933885e-06,
"loss": 0.8366,
"step": 80
},
{
"epoch": 0.07042253521126761,
"grad_norm": 2.601805905814255,
"learning_rate": 7.0247933884297525e-06,
"loss": 0.83,
"step": 85
},
{
"epoch": 0.07456503728251865,
"grad_norm": 2.4729528650877226,
"learning_rate": 7.43801652892562e-06,
"loss": 0.8193,
"step": 90
},
{
"epoch": 0.07870753935376967,
"grad_norm": 2.347978873060577,
"learning_rate": 7.851239669421489e-06,
"loss": 0.8108,
"step": 95
},
{
"epoch": 0.08285004142502071,
"grad_norm": 2.3865550609084005,
"learning_rate": 8.264462809917356e-06,
"loss": 0.8068,
"step": 100
},
{
"epoch": 0.08699254349627175,
"grad_norm": 2.397866066956603,
"learning_rate": 8.677685950413224e-06,
"loss": 0.8146,
"step": 105
},
{
"epoch": 0.09113504556752279,
"grad_norm": 2.528140675905014,
"learning_rate": 9.090909090909091e-06,
"loss": 0.8014,
"step": 110
},
{
"epoch": 0.09527754763877382,
"grad_norm": 2.5772809506040004,
"learning_rate": 9.50413223140496e-06,
"loss": 0.7929,
"step": 115
},
{
"epoch": 0.09942004971002485,
"grad_norm": 2.4698447608273226,
"learning_rate": 9.917355371900828e-06,
"loss": 0.7957,
"step": 120
},
{
"epoch": 0.1035625517812759,
"grad_norm": 2.4271647358481077,
"learning_rate": 9.999665269535307e-06,
"loss": 0.7947,
"step": 125
},
{
"epoch": 0.10770505385252693,
"grad_norm": 2.399585162136438,
"learning_rate": 9.998305503833872e-06,
"loss": 0.7952,
"step": 130
},
{
"epoch": 0.11184755592377796,
"grad_norm": 2.356625988593114,
"learning_rate": 9.995900066492902e-06,
"loss": 0.7903,
"step": 135
},
{
"epoch": 0.115990057995029,
"grad_norm": 2.3562051609533894,
"learning_rate": 9.992449460742464e-06,
"loss": 0.7855,
"step": 140
},
{
"epoch": 0.12013256006628004,
"grad_norm": 2.2315403444753925,
"learning_rate": 9.98795440846732e-06,
"loss": 0.7721,
"step": 145
},
{
"epoch": 0.12427506213753108,
"grad_norm": 2.3299296938897203,
"learning_rate": 9.982415850055902e-06,
"loss": 0.7733,
"step": 150
},
{
"epoch": 0.12841756420878211,
"grad_norm": 2.176864153510824,
"learning_rate": 9.975834944203581e-06,
"loss": 0.7641,
"step": 155
},
{
"epoch": 0.13256006628003314,
"grad_norm": 2.189529036305693,
"learning_rate": 9.968213067670265e-06,
"loss": 0.7688,
"step": 160
},
{
"epoch": 0.13670256835128416,
"grad_norm": 2.232386403924057,
"learning_rate": 9.959551814992364e-06,
"loss": 0.7458,
"step": 165
},
{
"epoch": 0.14084507042253522,
"grad_norm": 2.596315903481849,
"learning_rate": 9.949852998149217e-06,
"loss": 0.7621,
"step": 170
},
{
"epoch": 0.14498757249378624,
"grad_norm": 2.2955324137983615,
"learning_rate": 9.939118646184007e-06,
"loss": 0.7456,
"step": 175
},
{
"epoch": 0.1491300745650373,
"grad_norm": 2.5048442022915363,
"learning_rate": 9.927351004779275e-06,
"loss": 0.7536,
"step": 180
},
{
"epoch": 0.15327257663628832,
"grad_norm": 2.373845911290789,
"learning_rate": 9.914552535787122e-06,
"loss": 0.7334,
"step": 185
},
{
"epoch": 0.15741507870753935,
"grad_norm": 2.490700611604481,
"learning_rate": 9.900725916714157e-06,
"loss": 0.7385,
"step": 190
},
{
"epoch": 0.1615575807787904,
"grad_norm": 2.4943108442217667,
"learning_rate": 9.885874040161373e-06,
"loss": 0.7226,
"step": 195
},
{
"epoch": 0.16570008285004142,
"grad_norm": 2.6495649004577753,
"learning_rate": 9.87000001321898e-06,
"loss": 0.7309,
"step": 200
},
{
"epoch": 0.16984258492129245,
"grad_norm": 2.24352822185874,
"learning_rate": 9.853107156816393e-06,
"loss": 0.724,
"step": 205
},
{
"epoch": 0.1739850869925435,
"grad_norm": 2.577647983056561,
"learning_rate": 9.835199005027477e-06,
"loss": 0.7137,
"step": 210
},
{
"epoch": 0.17812758906379453,
"grad_norm": 2.4661359633344566,
"learning_rate": 9.816279304331202e-06,
"loss": 0.711,
"step": 215
},
{
"epoch": 0.18227009113504558,
"grad_norm": 2.3694444605967147,
"learning_rate": 9.79635201282785e-06,
"loss": 0.7101,
"step": 220
},
{
"epoch": 0.1864125932062966,
"grad_norm": 2.198135101539898,
"learning_rate": 9.775421299410977e-06,
"loss": 0.6933,
"step": 225
},
{
"epoch": 0.19055509527754763,
"grad_norm": 2.3950158836366224,
"learning_rate": 9.753491542895237e-06,
"loss": 0.707,
"step": 230
},
{
"epoch": 0.19469759734879868,
"grad_norm": 2.443771290836774,
"learning_rate": 9.730567331100333e-06,
"loss": 0.693,
"step": 235
},
{
"epoch": 0.1988400994200497,
"grad_norm": 2.69404610606291,
"learning_rate": 9.706653459891207e-06,
"loss": 0.6823,
"step": 240
},
{
"epoch": 0.20298260149130073,
"grad_norm": 2.6424681261577265,
"learning_rate": 9.681754932174719e-06,
"loss": 0.6846,
"step": 245
},
{
"epoch": 0.2071251035625518,
"grad_norm": 2.3720791178993106,
"learning_rate": 9.655876956853025e-06,
"loss": 0.6829,
"step": 250
},
{
"epoch": 0.2112676056338028,
"grad_norm": 2.246578155524963,
"learning_rate": 9.629024947733836e-06,
"loss": 0.6802,
"step": 255
},
{
"epoch": 0.21541010770505387,
"grad_norm": 2.532693053271893,
"learning_rate": 9.601204522397826e-06,
"loss": 0.6811,
"step": 260
},
{
"epoch": 0.2195526097763049,
"grad_norm": 2.3168391897960996,
"learning_rate": 9.572421501023403e-06,
"loss": 0.6737,
"step": 265
},
{
"epoch": 0.22369511184755592,
"grad_norm": 2.2740027059012102,
"learning_rate": 9.5426819051691e-06,
"loss": 0.6762,
"step": 270
},
{
"epoch": 0.22783761391880697,
"grad_norm": 2.453598814349311,
"learning_rate": 9.511991956513828e-06,
"loss": 0.6689,
"step": 275
},
{
"epoch": 0.231980115990058,
"grad_norm": 2.6061851377315857,
"learning_rate": 9.480358075555278e-06,
"loss": 0.6523,
"step": 280
},
{
"epoch": 0.23612261806130902,
"grad_norm": 2.3350040791986517,
"learning_rate": 9.447786880266706e-06,
"loss": 0.6626,
"step": 285
},
{
"epoch": 0.24026512013256007,
"grad_norm": 2.16738386427134,
"learning_rate": 9.414285184712432e-06,
"loss": 0.6526,
"step": 290
},
{
"epoch": 0.2444076222038111,
"grad_norm": 2.353502989995007,
"learning_rate": 9.37985999762229e-06,
"loss": 0.6503,
"step": 295
},
{
"epoch": 0.24855012427506215,
"grad_norm": 2.559615826375987,
"learning_rate": 9.344518520925377e-06,
"loss": 0.6409,
"step": 300
},
{
"epoch": 0.2526926263463132,
"grad_norm": 2.2923285566494296,
"learning_rate": 9.308268148243355e-06,
"loss": 0.628,
"step": 305
},
{
"epoch": 0.25683512841756423,
"grad_norm": 2.20361635294026,
"learning_rate": 9.271116463343692e-06,
"loss": 0.6401,
"step": 310
},
{
"epoch": 0.2609776304888152,
"grad_norm": 2.3077464669006966,
"learning_rate": 9.23307123855307e-06,
"loss": 0.6322,
"step": 315
},
{
"epoch": 0.2651201325600663,
"grad_norm": 2.36438437607611,
"learning_rate": 9.194140433131397e-06,
"loss": 0.6122,
"step": 320
},
{
"epoch": 0.26926263463131733,
"grad_norm": 2.3361508013893255,
"learning_rate": 9.154332191606671e-06,
"loss": 0.6279,
"step": 325
},
{
"epoch": 0.27340513670256833,
"grad_norm": 2.3055892316817324,
"learning_rate": 9.113654842071114e-06,
"loss": 0.6136,
"step": 330
},
{
"epoch": 0.2775476387738194,
"grad_norm": 2.150656102185965,
"learning_rate": 9.072116894438885e-06,
"loss": 0.6132,
"step": 335
},
{
"epoch": 0.28169014084507044,
"grad_norm": 2.1980462175987707,
"learning_rate": 9.029727038665765e-06,
"loss": 0.6238,
"step": 340
},
{
"epoch": 0.28583264291632143,
"grad_norm": 2.1777751804898915,
"learning_rate": 8.986494142931168e-06,
"loss": 0.6065,
"step": 345
},
{
"epoch": 0.2899751449875725,
"grad_norm": 2.33402398930558,
"learning_rate": 8.94242725178288e-06,
"loss": 0.6107,
"step": 350
},
{
"epoch": 0.29411764705882354,
"grad_norm": 2.2919553245717306,
"learning_rate": 8.89753558424488e-06,
"loss": 0.6065,
"step": 355
},
{
"epoch": 0.2982601491300746,
"grad_norm": 2.421470706741744,
"learning_rate": 8.851828531888692e-06,
"loss": 0.6123,
"step": 360
},
{
"epoch": 0.3024026512013256,
"grad_norm": 2.226227311801291,
"learning_rate": 8.805315656868587e-06,
"loss": 0.614,
"step": 365
},
{
"epoch": 0.30654515327257664,
"grad_norm": 2.2094485446668233,
"learning_rate": 8.75800668992117e-06,
"loss": 0.5961,
"step": 370
},
{
"epoch": 0.3106876553438277,
"grad_norm": 2.172339243964824,
"learning_rate": 8.709911528329623e-06,
"loss": 0.5977,
"step": 375
},
{
"epoch": 0.3148301574150787,
"grad_norm": 2.202510437920946,
"learning_rate": 8.661040233853166e-06,
"loss": 0.5913,
"step": 380
},
{
"epoch": 0.31897265948632975,
"grad_norm": 2.4240297905693535,
"learning_rate": 8.611403030622074e-06,
"loss": 0.5885,
"step": 385
},
{
"epoch": 0.3231151615575808,
"grad_norm": 2.3295900029200447,
"learning_rate": 8.561010302998734e-06,
"loss": 0.5754,
"step": 390
},
{
"epoch": 0.3272576636288318,
"grad_norm": 2.396863934008288,
"learning_rate": 8.509872593405189e-06,
"loss": 0.5852,
"step": 395
},
{
"epoch": 0.33140016570008285,
"grad_norm": 2.292182476322964,
"learning_rate": 8.458000600117604e-06,
"loss": 0.5747,
"step": 400
},
{
"epoch": 0.3355426677713339,
"grad_norm": 2.317074544699955,
"learning_rate": 8.40540517502813e-06,
"loss": 0.5719,
"step": 405
},
{
"epoch": 0.3396851698425849,
"grad_norm": 2.1839364363051357,
"learning_rate": 8.35209732137463e-06,
"loss": 0.5718,
"step": 410
},
{
"epoch": 0.34382767191383595,
"grad_norm": 2.252030122787996,
"learning_rate": 8.298088191438753e-06,
"loss": 0.5697,
"step": 415
},
{
"epoch": 0.347970173985087,
"grad_norm": 2.1248298616099475,
"learning_rate": 8.243389084212808e-06,
"loss": 0.5523,
"step": 420
},
{
"epoch": 0.352112676056338,
"grad_norm": 2.173293611964785,
"learning_rate": 8.188011443035962e-06,
"loss": 0.5447,
"step": 425
},
{
"epoch": 0.35625517812758906,
"grad_norm": 2.1954256707470075,
"learning_rate": 8.131966853200226e-06,
"loss": 0.549,
"step": 430
},
{
"epoch": 0.3603976801988401,
"grad_norm": 2.149878633517254,
"learning_rate": 8.075267039526764e-06,
"loss": 0.5499,
"step": 435
},
{
"epoch": 0.36454018227009116,
"grad_norm": 2.4205240164300315,
"learning_rate": 8.017923863912989e-06,
"loss": 0.5575,
"step": 440
},
{
"epoch": 0.36868268434134216,
"grad_norm": 2.0890174160238737,
"learning_rate": 7.959949322850994e-06,
"loss": 0.5453,
"step": 445
},
{
"epoch": 0.3728251864125932,
"grad_norm": 2.0946555310239887,
"learning_rate": 7.901355544917827e-06,
"loss": 0.5414,
"step": 450
},
{
"epoch": 0.37696768848384427,
"grad_norm": 2.126619902644704,
"learning_rate": 7.842154788238124e-06,
"loss": 0.5495,
"step": 455
},
{
"epoch": 0.38111019055509526,
"grad_norm": 2.2360988935530033,
"learning_rate": 7.782359437919644e-06,
"loss": 0.5438,
"step": 460
},
{
"epoch": 0.3852526926263463,
"grad_norm": 2.1459033718890077,
"learning_rate": 7.721982003462255e-06,
"loss": 0.5353,
"step": 465
},
{
"epoch": 0.38939519469759737,
"grad_norm": 2.283786387893568,
"learning_rate": 7.661035116140856e-06,
"loss": 0.5357,
"step": 470
},
{
"epoch": 0.39353769676884837,
"grad_norm": 2.1816854698567,
"learning_rate": 7.599531526362873e-06,
"loss": 0.5449,
"step": 475
},
{
"epoch": 0.3976801988400994,
"grad_norm": 2.2069133172922255,
"learning_rate": 7.537484101000787e-06,
"loss": 0.526,
"step": 480
},
{
"epoch": 0.40182270091135047,
"grad_norm": 2.118219362380726,
"learning_rate": 7.474905820700334e-06,
"loss": 0.534,
"step": 485
},
{
"epoch": 0.40596520298260147,
"grad_norm": 2.264878177122059,
"learning_rate": 7.411809777164873e-06,
"loss": 0.5165,
"step": 490
},
{
"epoch": 0.4101077050538525,
"grad_norm": 2.1705389482990363,
"learning_rate": 7.3482091704165405e-06,
"loss": 0.5245,
"step": 495
},
{
"epoch": 0.4142502071251036,
"grad_norm": 2.2941159685489336,
"learning_rate": 7.284117306034733e-06,
"loss": 0.5103,
"step": 500
},
{
"epoch": 0.4183927091963546,
"grad_norm": 2.2324713585602254,
"learning_rate": 7.219547592372512e-06,
"loss": 0.5214,
"step": 505
},
{
"epoch": 0.4225352112676056,
"grad_norm": 2.2391139429721236,
"learning_rate": 7.15451353775151e-06,
"loss": 0.5195,
"step": 510
},
{
"epoch": 0.4266777133388567,
"grad_norm": 2.2449960646697513,
"learning_rate": 7.089028747635908e-06,
"loss": 0.4994,
"step": 515
},
{
"epoch": 0.43082021541010773,
"grad_norm": 2.4452540985802687,
"learning_rate": 7.023106921786118e-06,
"loss": 0.5079,
"step": 520
},
{
"epoch": 0.43496271748135873,
"grad_norm": 2.1476468599114065,
"learning_rate": 6.956761851392706e-06,
"loss": 0.5122,
"step": 525
},
{
"epoch": 0.4391052195526098,
"grad_norm": 2.216754671617839,
"learning_rate": 6.890007416191209e-06,
"loss": 0.508,
"step": 530
},
{
"epoch": 0.44324772162386084,
"grad_norm": 2.0655580498022537,
"learning_rate": 6.822857581558423e-06,
"loss": 0.5005,
"step": 535
},
{
"epoch": 0.44739022369511183,
"grad_norm": 2.1974636316633975,
"learning_rate": 6.7553263955907755e-06,
"loss": 0.4997,
"step": 540
},
{
"epoch": 0.4515327257663629,
"grad_norm": 2.3612483703811127,
"learning_rate": 6.687427986165379e-06,
"loss": 0.4912,
"step": 545
},
{
"epoch": 0.45567522783761394,
"grad_norm": 2.1051086338026055,
"learning_rate": 6.6191765579844205e-06,
"loss": 0.4958,
"step": 550
},
{
"epoch": 0.45981772990886494,
"grad_norm": 2.1903547319110013,
"learning_rate": 6.550586389603451e-06,
"loss": 0.4876,
"step": 555
},
{
"epoch": 0.463960231980116,
"grad_norm": 2.2727306239643523,
"learning_rate": 6.481671830444243e-06,
"loss": 0.4843,
"step": 560
},
{
"epoch": 0.46810273405136704,
"grad_norm": 2.111227587642084,
"learning_rate": 6.412447297792818e-06,
"loss": 0.4716,
"step": 565
},
{
"epoch": 0.47224523612261804,
"grad_norm": 2.205352360925359,
"learning_rate": 6.3429272737832726e-06,
"loss": 0.4784,
"step": 570
},
{
"epoch": 0.4763877381938691,
"grad_norm": 2.16751009903555,
"learning_rate": 6.273126302368037e-06,
"loss": 0.487,
"step": 575
},
{
"epoch": 0.48053024026512015,
"grad_norm": 2.1849501403147404,
"learning_rate": 6.203058986275207e-06,
"loss": 0.4727,
"step": 580
},
{
"epoch": 0.48467274233637114,
"grad_norm": 2.2295368151988284,
"learning_rate": 6.132739983953579e-06,
"loss": 0.4687,
"step": 585
},
{
"epoch": 0.4888152444076222,
"grad_norm": 2.101227396044922,
"learning_rate": 6.062184006506027e-06,
"loss": 0.4775,
"step": 590
},
{
"epoch": 0.49295774647887325,
"grad_norm": 2.248193658880927,
"learning_rate": 5.991405814611855e-06,
"loss": 0.4665,
"step": 595
},
{
"epoch": 0.4971002485501243,
"grad_norm": 2.2704834915264662,
"learning_rate": 5.920420215438794e-06,
"loss": 0.4789,
"step": 600
},
{
"epoch": 0.5012427506213754,
"grad_norm": 2.32381879564274,
"learning_rate": 5.849242059545259e-06,
"loss": 0.4697,
"step": 605
},
{
"epoch": 0.5053852526926264,
"grad_norm": 2.2576290726260373,
"learning_rate": 5.777886237773542e-06,
"loss": 0.4593,
"step": 610
},
{
"epoch": 0.5095277547638773,
"grad_norm": 2.135648372066762,
"learning_rate": 5.706367678134562e-06,
"loss": 0.4668,
"step": 615
},
{
"epoch": 0.5136702568351285,
"grad_norm": 2.07573918775664,
"learning_rate": 5.634701342684852e-06,
"loss": 0.4632,
"step": 620
},
{
"epoch": 0.5178127589063795,
"grad_norm": 2.1248245211465244,
"learning_rate": 5.562902224396416e-06,
"loss": 0.4595,
"step": 625
},
{
"epoch": 0.5219552609776305,
"grad_norm": 2.130098034424365,
"learning_rate": 5.49098534402012e-06,
"loss": 0.4598,
"step": 630
},
{
"epoch": 0.5260977630488816,
"grad_norm": 2.334633169152005,
"learning_rate": 5.418965746943281e-06,
"loss": 0.4559,
"step": 635
},
{
"epoch": 0.5302402651201326,
"grad_norm": 2.1778621060776193,
"learning_rate": 5.34685850004208e-06,
"loss": 0.4513,
"step": 640
},
{
"epoch": 0.5343827671913836,
"grad_norm": 2.168236740017704,
"learning_rate": 5.2746786885295034e-06,
"loss": 0.4556,
"step": 645
},
{
"epoch": 0.5385252692626347,
"grad_norm": 1.993317342719062,
"learning_rate": 5.2024414127994325e-06,
"loss": 0.4462,
"step": 650
},
{
"epoch": 0.5426677713338857,
"grad_norm": 2.126792629247378,
"learning_rate": 5.13016178526756e-06,
"loss": 0.4365,
"step": 655
},
{
"epoch": 0.5468102734051367,
"grad_norm": 2.1107942879381727,
"learning_rate": 5.057854927209804e-06,
"loss": 0.4434,
"step": 660
},
{
"epoch": 0.5509527754763878,
"grad_norm": 2.1123391684515815,
"learning_rate": 4.985535965598843e-06,
"loss": 0.4489,
"step": 665
},
{
"epoch": 0.5550952775476388,
"grad_norm": 2.20383507837916,
"learning_rate": 4.913220029939491e-06,
"loss": 0.4426,
"step": 670
},
{
"epoch": 0.5592377796188898,
"grad_norm": 2.024690328428114,
"learning_rate": 4.840922249103506e-06,
"loss": 0.4372,
"step": 675
},
{
"epoch": 0.5633802816901409,
"grad_norm": 2.1658026493211713,
"learning_rate": 4.7686577481645745e-06,
"loss": 0.4344,
"step": 680
},
{
"epoch": 0.5675227837613919,
"grad_norm": 2.130458226840472,
"learning_rate": 4.696441645234042e-06,
"loss": 0.4423,
"step": 685
},
{
"epoch": 0.5716652858326429,
"grad_norm": 2.130335330283906,
"learning_rate": 4.624289048298147e-06,
"loss": 0.4324,
"step": 690
},
{
"epoch": 0.575807787903894,
"grad_norm": 2.0262507094150077,
"learning_rate": 4.55221505205734e-06,
"loss": 0.4338,
"step": 695
},
{
"epoch": 0.579950289975145,
"grad_norm": 2.0666888969605277,
"learning_rate": 4.480234734768393e-06,
"loss": 0.4286,
"step": 700
},
{
"epoch": 0.584092792046396,
"grad_norm": 2.0542477917888453,
"learning_rate": 4.408363155089952e-06,
"loss": 0.4307,
"step": 705
},
{
"epoch": 0.5882352941176471,
"grad_norm": 2.1776472324502327,
"learning_rate": 4.3366153489321855e-06,
"loss": 0.4344,
"step": 710
},
{
"epoch": 0.5923777961888981,
"grad_norm": 2.0982654105842475,
"learning_rate": 4.265006326311199e-06,
"loss": 0.418,
"step": 715
},
{
"epoch": 0.5965202982601492,
"grad_norm": 2.0399148247049363,
"learning_rate": 4.1935510682088545e-06,
"loss": 0.422,
"step": 720
},
{
"epoch": 0.6006628003314002,
"grad_norm": 2.132392353626558,
"learning_rate": 4.122264523438668e-06,
"loss": 0.4122,
"step": 725
},
{
"epoch": 0.6048053024026512,
"grad_norm": 2.0436310042803094,
"learning_rate": 4.051161605518453e-06,
"loss": 0.4233,
"step": 730
},
{
"epoch": 0.6089478044739023,
"grad_norm": 2.0217278892738504,
"learning_rate": 3.980257189550316e-06,
"loss": 0.4226,
"step": 735
},
{
"epoch": 0.6130903065451533,
"grad_norm": 1.8834806774575015,
"learning_rate": 3.909566109108727e-06,
"loss": 0.411,
"step": 740
},
{
"epoch": 0.6172328086164043,
"grad_norm": 2.158825355814557,
"learning_rate": 3.839103153137247e-06,
"loss": 0.4175,
"step": 745
},
{
"epoch": 0.6213753106876554,
"grad_norm": 2.1656769542527363,
"learning_rate": 3.768883062854598e-06,
"loss": 0.4178,
"step": 750
},
{
"epoch": 0.6255178127589064,
"grad_norm": 2.028679198499099,
"learning_rate": 3.6989205286707398e-06,
"loss": 0.4169,
"step": 755
},
{
"epoch": 0.6296603148301574,
"grad_norm": 2.0638901993850087,
"learning_rate": 3.6292301871135425e-06,
"loss": 0.4074,
"step": 760
},
{
"epoch": 0.6338028169014085,
"grad_norm": 2.1149502198751344,
"learning_rate": 3.55982661776676e-06,
"loss": 0.4126,
"step": 765
},
{
"epoch": 0.6379453189726595,
"grad_norm": 2.242329346685076,
"learning_rate": 3.4907243402199013e-06,
"loss": 0.4165,
"step": 770
},
{
"epoch": 0.6420878210439105,
"grad_norm": 2.1066940525003326,
"learning_rate": 3.4219378110306523e-06,
"loss": 0.3997,
"step": 775
},
{
"epoch": 0.6462303231151616,
"grad_norm": 2.169707690258044,
"learning_rate": 3.353481420700495e-06,
"loss": 0.4104,
"step": 780
},
{
"epoch": 0.6503728251864126,
"grad_norm": 2.098473714909255,
"learning_rate": 3.285369490664133e-06,
"loss": 0.3956,
"step": 785
},
{
"epoch": 0.6545153272576636,
"grad_norm": 2.1657310992501295,
"learning_rate": 3.2176162702933816e-06,
"loss": 0.4135,
"step": 790
},
{
"epoch": 0.6586578293289147,
"grad_norm": 2.1452143463915307,
"learning_rate": 3.150235933916115e-06,
"loss": 0.3934,
"step": 795
},
{
"epoch": 0.6628003314001657,
"grad_norm": 2.052594101769282,
"learning_rate": 3.0832425778509235e-06,
"loss": 0.3979,
"step": 800
},
{
"epoch": 0.6669428334714167,
"grad_norm": 2.0098945834829824,
"learning_rate": 3.0166502174581012e-06,
"loss": 0.3967,
"step": 805
},
{
"epoch": 0.6710853355426678,
"grad_norm": 2.042954604946958,
"learning_rate": 2.950472784207544e-06,
"loss": 0.3945,
"step": 810
},
{
"epoch": 0.6752278376139188,
"grad_norm": 2.0032403215865506,
"learning_rate": 2.8847241227642255e-06,
"loss": 0.3967,
"step": 815
},
{
"epoch": 0.6793703396851698,
"grad_norm": 2.1221545047500214,
"learning_rate": 2.819417988091814e-06,
"loss": 0.3868,
"step": 820
},
{
"epoch": 0.6835128417564209,
"grad_norm": 2.130884956811238,
"learning_rate": 2.754568042575061e-06,
"loss": 0.3922,
"step": 825
},
{
"epoch": 0.6876553438276719,
"grad_norm": 1.9774695256683483,
"learning_rate": 2.6901878531615677e-06,
"loss": 0.3901,
"step": 830
},
{
"epoch": 0.6917978458989229,
"grad_norm": 2.1120886925275055,
"learning_rate": 2.6262908885235046e-06,
"loss": 0.3941,
"step": 835
},
{
"epoch": 0.695940347970174,
"grad_norm": 2.045887267583242,
"learning_rate": 2.5628905162398797e-06,
"loss": 0.3959,
"step": 840
},
{
"epoch": 0.700082850041425,
"grad_norm": 1.8783748619115133,
"learning_rate": 2.5000000000000015e-06,
"loss": 0.3806,
"step": 845
},
{
"epoch": 0.704225352112676,
"grad_norm": 2.08098731426819,
"learning_rate": 2.4376324968286154e-06,
"loss": 0.387,
"step": 850
},
{
"epoch": 0.7083678541839271,
"grad_norm": 2.1586747995562705,
"learning_rate": 2.375801054333409e-06,
"loss": 0.3729,
"step": 855
},
{
"epoch": 0.7125103562551781,
"grad_norm": 2.0279143582578616,
"learning_rate": 2.3145186079753685e-06,
"loss": 0.3758,
"step": 860
},
{
"epoch": 0.7166528583264291,
"grad_norm": 2.2429697814696854,
"learning_rate": 2.253797978362617e-06,
"loss": 0.3786,
"step": 865
},
{
"epoch": 0.7207953603976802,
"grad_norm": 2.0360034426541556,
"learning_rate": 2.193651868568285e-06,
"loss": 0.377,
"step": 870
},
{
"epoch": 0.7249378624689312,
"grad_norm": 1.9725681488817448,
"learning_rate": 2.1340928614729445e-06,
"loss": 0.3721,
"step": 875
},
{
"epoch": 0.7290803645401823,
"grad_norm": 2.103021145158836,
"learning_rate": 2.075133417132223e-06,
"loss": 0.3719,
"step": 880
},
{
"epoch": 0.7332228666114333,
"grad_norm": 2.092900322935167,
"learning_rate": 2.016785870170079e-06,
"loss": 0.3714,
"step": 885
},
{
"epoch": 0.7373653686826843,
"grad_norm": 2.0906479452415336,
"learning_rate": 1.9590624271983406e-06,
"loss": 0.3749,
"step": 890
},
{
"epoch": 0.7415078707539354,
"grad_norm": 2.096208214143563,
"learning_rate": 1.9019751642630252e-06,
"loss": 0.37,
"step": 895
},
{
"epoch": 0.7456503728251864,
"grad_norm": 2.0164719015170656,
"learning_rate": 1.8455360243179537e-06,
"loss": 0.3724,
"step": 900
},
{
"epoch": 0.7497928748964374,
"grad_norm": 1.9827943207162666,
"learning_rate": 1.7897568147262323e-06,
"loss": 0.3747,
"step": 905
},
{
"epoch": 0.7539353769676885,
"grad_norm": 1.9263424969881737,
"learning_rate": 1.7346492047900897e-06,
"loss": 0.3635,
"step": 910
},
{
"epoch": 0.7580778790389395,
"grad_norm": 2.2195829689186106,
"learning_rate": 1.6802247233095914e-06,
"loss": 0.3667,
"step": 915
},
{
"epoch": 0.7622203811101905,
"grad_norm": 2.0103741607119185,
"learning_rate": 1.626494756170765e-06,
"loss": 0.3692,
"step": 920
},
{
"epoch": 0.7663628831814416,
"grad_norm": 2.1097047260728963,
"learning_rate": 1.5734705439636017e-06,
"loss": 0.365,
"step": 925
},
{
"epoch": 0.7705053852526926,
"grad_norm": 2.036839326608303,
"learning_rate": 1.5211631796304721e-06,
"loss": 0.3648,
"step": 930
},
{
"epoch": 0.7746478873239436,
"grad_norm": 1.9414201763962056,
"learning_rate": 1.46958360614543e-06,
"loss": 0.3656,
"step": 935
},
{
"epoch": 0.7787903893951947,
"grad_norm": 2.047677571212274,
"learning_rate": 1.4187426142248723e-06,
"loss": 0.3542,
"step": 940
},
{
"epoch": 0.7829328914664457,
"grad_norm": 2.06103898039325,
"learning_rate": 1.3686508400700787e-06,
"loss": 0.3646,
"step": 945
},
{
"epoch": 0.7870753935376967,
"grad_norm": 2.0587768499958394,
"learning_rate": 1.3193187631420462e-06,
"loss": 0.3579,
"step": 950
},
{
"epoch": 0.7912178956089478,
"grad_norm": 1.9792392112511976,
"learning_rate": 1.2707567039691505e-06,
"loss": 0.3607,
"step": 955
},
{
"epoch": 0.7953603976801988,
"grad_norm": 1.9865516347697185,
"learning_rate": 1.222974821988024e-06,
"loss": 0.3588,
"step": 960
},
{
"epoch": 0.7995028997514498,
"grad_norm": 2.0887989420586055,
"learning_rate": 1.1759831134181504e-06,
"loss": 0.3604,
"step": 965
},
{
"epoch": 0.8036454018227009,
"grad_norm": 2.1350401974441575,
"learning_rate": 1.1297914091706086e-06,
"loss": 0.3578,
"step": 970
},
{
"epoch": 0.8077879038939519,
"grad_norm": 2.0023054097994417,
"learning_rate": 1.0844093727913868e-06,
"loss": 0.352,
"step": 975
},
{
"epoch": 0.8119304059652029,
"grad_norm": 2.006501689438896,
"learning_rate": 1.039846498439727e-06,
"loss": 0.3508,
"step": 980
},
{
"epoch": 0.816072908036454,
"grad_norm": 2.1675559938665017,
"learning_rate": 9.961121089018933e-07,
"loss": 0.3513,
"step": 985
},
{
"epoch": 0.820215410107705,
"grad_norm": 1.9789546403226348,
"learning_rate": 9.532153536407923e-07,
"loss": 0.3548,
"step": 990
},
{
"epoch": 0.824357912178956,
"grad_norm": 2.2136680684771215,
"learning_rate": 9.111652068818621e-07,
"loss": 0.3515,
"step": 995
},
{
"epoch": 0.8285004142502072,
"grad_norm": 2.0985287351131183,
"learning_rate": 8.699704657356195e-07,
"loss": 0.3494,
"step": 1000
},
{
"epoch": 0.8326429163214581,
"grad_norm": 2.03602744057189,
"learning_rate": 8.296397483572515e-07,
"loss": 0.3502,
"step": 1005
},
{
"epoch": 0.8367854183927091,
"grad_norm": 1.9529410237196838,
"learning_rate": 7.901814921436624e-07,
"loss": 0.3412,
"step": 1010
},
{
"epoch": 0.8409279204639603,
"grad_norm": 2.056866748380538,
"learning_rate": 7.516039519683105e-07,
"loss": 0.3451,
"step": 1015
},
{
"epoch": 0.8450704225352113,
"grad_norm": 2.1162292783700596,
"learning_rate": 7.139151984542636e-07,
"loss": 0.346,
"step": 1020
},
{
"epoch": 0.8492129246064622,
"grad_norm": 2.199566140011582,
"learning_rate": 6.771231162857722e-07,
"loss": 0.3503,
"step": 1025
},
{
"epoch": 0.8533554266777134,
"grad_norm": 2.071853569310024,
"learning_rate": 6.412354025587509e-07,
"loss": 0.3394,
"step": 1030
},
{
"epoch": 0.8574979287489644,
"grad_norm": 1.9821516702262831,
"learning_rate": 6.062595651705111e-07,
"loss": 0.3599,
"step": 1035
},
{
"epoch": 0.8616404308202155,
"grad_norm": 2.03084885183303,
"learning_rate": 5.722029212490666e-07,
"loss": 0.3473,
"step": 1040
},
{
"epoch": 0.8657829328914665,
"grad_norm": 1.9891381030542377,
"learning_rate": 5.390725956223531e-07,
"loss": 0.3399,
"step": 1045
},
{
"epoch": 0.8699254349627175,
"grad_norm": 1.996858017795371,
"learning_rate": 5.068755193276798e-07,
"loss": 0.3438,
"step": 1050
},
{
"epoch": 0.8740679370339686,
"grad_norm": 2.0102978075746436,
"learning_rate": 4.756184281617121e-07,
"loss": 0.3596,
"step": 1055
},
{
"epoch": 0.8782104391052196,
"grad_norm": 2.096782816191255,
"learning_rate": 4.4530786127131575e-07,
"loss": 0.3426,
"step": 1060
},
{
"epoch": 0.8823529411764706,
"grad_norm": 2.041538694858829,
"learning_rate": 4.159501597855287e-07,
"loss": 0.3469,
"step": 1065
},
{
"epoch": 0.8864954432477217,
"grad_norm": 2.050624816044249,
"learning_rate": 3.8755146548896784e-07,
"loss": 0.3453,
"step": 1070
},
{
"epoch": 0.8906379453189727,
"grad_norm": 2.134183615956234,
"learning_rate": 3.6011771953693044e-07,
"loss": 0.3383,
"step": 1075
},
{
"epoch": 0.8947804473902237,
"grad_norm": 2.0340883063292456,
"learning_rate": 3.336546612124758e-07,
"loss": 0.3394,
"step": 1080
},
{
"epoch": 0.8989229494614748,
"grad_norm": 2.142834891831593,
"learning_rate": 3.081678267257404e-07,
"loss": 0.3377,
"step": 1085
},
{
"epoch": 0.9030654515327258,
"grad_norm": 2.1312482485517608,
"learning_rate": 2.836625480557265e-07,
"loss": 0.3347,
"step": 1090
},
{
"epoch": 0.9072079536039768,
"grad_norm": 2.076260403631579,
"learning_rate": 2.601439518348331e-07,
"loss": 0.3408,
"step": 1095
},
{
"epoch": 0.9113504556752279,
"grad_norm": 2.063238043755945,
"learning_rate": 2.376169582763288e-07,
"loss": 0.347,
"step": 1100
},
{
"epoch": 0.9154929577464789,
"grad_norm": 2.045149868081977,
"learning_rate": 2.1608628014502364e-07,
"loss": 0.338,
"step": 1105
},
{
"epoch": 0.9196354598177299,
"grad_norm": 2.0728146587926535,
"learning_rate": 1.955564217713335e-07,
"loss": 0.3385,
"step": 1110
},
{
"epoch": 0.923777961888981,
"grad_norm": 1.980028386143511,
"learning_rate": 1.7603167810894662e-07,
"loss": 0.3397,
"step": 1115
},
{
"epoch": 0.927920463960232,
"grad_norm": 2.040384287235922,
"learning_rate": 1.5751613383630128e-07,
"loss": 0.337,
"step": 1120
},
{
"epoch": 0.932062966031483,
"grad_norm": 2.0668331131661337,
"learning_rate": 1.4001366250204762e-07,
"loss": 0.3432,
"step": 1125
},
{
"epoch": 0.9362054681027341,
"grad_norm": 2.1215696014539636,
"learning_rate": 1.235279257146804e-07,
"loss": 0.348,
"step": 1130
},
{
"epoch": 0.9403479701739851,
"grad_norm": 2.0968064514077187,
"learning_rate": 1.080623723765134e-07,
"loss": 0.3351,
"step": 1135
},
{
"epoch": 0.9444904722452361,
"grad_norm": 2.0386634215167305,
"learning_rate": 9.362023796215036e-08,
"loss": 0.335,
"step": 1140
},
{
"epoch": 0.9486329743164872,
"grad_norm": 2.081961716266303,
"learning_rate": 8.020454384160437e-08,
"loss": 0.345,
"step": 1145
},
{
"epoch": 0.9527754763877382,
"grad_norm": 2.0627875473620443,
"learning_rate": 6.78180966482156e-08,
"loss": 0.3367,
"step": 1150
},
{
"epoch": 0.9569179784589892,
"grad_norm": 2.0611893408248587,
"learning_rate": 5.646348769148491e-08,
"loss": 0.3388,
"step": 1155
},
{
"epoch": 0.9610604805302403,
"grad_norm": 2.1119589491438315,
"learning_rate": 4.6143092414961396e-08,
"loss": 0.3406,
"step": 1160
},
{
"epoch": 0.9652029826014913,
"grad_norm": 2.0229820894857866,
"learning_rate": 3.685906989928656e-08,
"loss": 0.3446,
"step": 1165
},
{
"epoch": 0.9693454846727423,
"grad_norm": 1.9950176331137996,
"learning_rate": 2.861336241050061e-08,
"loss": 0.3361,
"step": 1170
},
{
"epoch": 0.9734879867439934,
"grad_norm": 2.051002382020688,
"learning_rate": 2.1407694993714755e-08,
"loss": 0.3352,
"step": 1175
},
{
"epoch": 0.9776304888152444,
"grad_norm": 2.0952467848619967,
"learning_rate": 1.5243575112218744e-08,
"loss": 0.3278,
"step": 1180
},
{
"epoch": 0.9817729908864954,
"grad_norm": 2.1473598929894164,
"learning_rate": 1.0122292332114814e-08,
"loss": 0.3386,
"step": 1185
},
{
"epoch": 0.9859154929577465,
"grad_norm": 2.027802609236831,
"learning_rate": 6.044918052531268e-09,
"loss": 0.3429,
"step": 1190
},
{
"epoch": 0.9900579950289975,
"grad_norm": 2.088880428637403,
"learning_rate": 3.0123052814812203e-09,
"loss": 0.3452,
"step": 1195
},
{
"epoch": 0.9942004971002486,
"grad_norm": 2.1283431853256705,
"learning_rate": 1.025088457409229e-09,
"loss": 0.3321,
"step": 1200
},
{
"epoch": 0.9983429991714996,
"grad_norm": 1.953227804218852,
"learning_rate": 8.368331646302353e-11,
"loss": 0.3403,
"step": 1205
},
{
"epoch": 1.0,
"eval_loss": 0.33688703179359436,
"eval_runtime": 1.1942,
"eval_samples_per_second": 2.512,
"eval_steps_per_second": 0.837,
"step": 1207
},
{
"epoch": 1.0,
"step": 1207,
"total_flos": 252668899491840.0,
"train_loss": 0.5252359404283411,
"train_runtime": 27071.2973,
"train_samples_per_second": 1.427,
"train_steps_per_second": 0.045
}
],
"logging_steps": 5,
"max_steps": 1207,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 252668899491840.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}