RedCoder / trainer_state.json
jackysnake's picture
Upload folder using huggingface_hub
c4e78f0 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.993997599039616,
"eval_steps": 500,
"global_step": 1248,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.024009603841536616,
"grad_norm": 20.687761793962967,
"learning_rate": 8.000000000000001e-07,
"loss": 3.041,
"step": 10
},
{
"epoch": 0.04801920768307323,
"grad_norm": 9.794234746287575,
"learning_rate": 1.6000000000000001e-06,
"loss": 2.6099,
"step": 20
},
{
"epoch": 0.07202881152460984,
"grad_norm": 6.5777988620330365,
"learning_rate": 2.4000000000000003e-06,
"loss": 2.3365,
"step": 30
},
{
"epoch": 0.09603841536614646,
"grad_norm": 6.29761081804441,
"learning_rate": 3.2000000000000003e-06,
"loss": 2.2801,
"step": 40
},
{
"epoch": 0.12004801920768307,
"grad_norm": 5.520168810289388,
"learning_rate": 4.000000000000001e-06,
"loss": 2.1745,
"step": 50
},
{
"epoch": 0.14405762304921968,
"grad_norm": 5.123098743767706,
"learning_rate": 4.800000000000001e-06,
"loss": 2.1269,
"step": 60
},
{
"epoch": 0.16806722689075632,
"grad_norm": 5.422361829855033,
"learning_rate": 5.600000000000001e-06,
"loss": 2.2153,
"step": 70
},
{
"epoch": 0.19207683073229292,
"grad_norm": 5.3572698260571885,
"learning_rate": 6.4000000000000006e-06,
"loss": 2.1211,
"step": 80
},
{
"epoch": 0.21608643457382953,
"grad_norm": 5.047733772943945,
"learning_rate": 7.2000000000000005e-06,
"loss": 2.1216,
"step": 90
},
{
"epoch": 0.24009603841536614,
"grad_norm": 4.718768637017437,
"learning_rate": 8.000000000000001e-06,
"loss": 2.1262,
"step": 100
},
{
"epoch": 0.26410564225690275,
"grad_norm": 4.919713507188908,
"learning_rate": 8.8e-06,
"loss": 2.2468,
"step": 110
},
{
"epoch": 0.28811524609843936,
"grad_norm": 4.677146498377886,
"learning_rate": 9.600000000000001e-06,
"loss": 2.1325,
"step": 120
},
{
"epoch": 0.31212484993997597,
"grad_norm": 5.466016358856625,
"learning_rate": 9.999510882536288e-06,
"loss": 2.1459,
"step": 130
},
{
"epoch": 0.33613445378151263,
"grad_norm": 4.440556392680108,
"learning_rate": 9.995598516974005e-06,
"loss": 2.2798,
"step": 140
},
{
"epoch": 0.36014405762304924,
"grad_norm": 4.004727778029605,
"learning_rate": 9.987776847469797e-06,
"loss": 2.1991,
"step": 150
},
{
"epoch": 0.38415366146458585,
"grad_norm": 4.543742816180648,
"learning_rate": 9.976051994868506e-06,
"loss": 2.337,
"step": 160
},
{
"epoch": 0.40816326530612246,
"grad_norm": 4.205969855939202,
"learning_rate": 9.960433134449601e-06,
"loss": 2.1878,
"step": 170
},
{
"epoch": 0.43217286914765907,
"grad_norm": 4.05967628095397,
"learning_rate": 9.940932488747054e-06,
"loss": 2.1711,
"step": 180
},
{
"epoch": 0.4561824729891957,
"grad_norm": 3.851467643989681,
"learning_rate": 9.917565317984614e-06,
"loss": 2.2059,
"step": 190
},
{
"epoch": 0.4801920768307323,
"grad_norm": 3.6455587183088203,
"learning_rate": 9.890349908133914e-06,
"loss": 2.262,
"step": 200
},
{
"epoch": 0.5042016806722689,
"grad_norm": 3.8411593313415393,
"learning_rate": 9.859307556604794e-06,
"loss": 2.1945,
"step": 210
},
{
"epoch": 0.5282112845138055,
"grad_norm": 4.236728754680901,
"learning_rate": 9.824462555579019e-06,
"loss": 2.2873,
"step": 220
},
{
"epoch": 0.5522208883553421,
"grad_norm": 4.002728659906048,
"learning_rate": 9.785842173000439e-06,
"loss": 2.1592,
"step": 230
},
{
"epoch": 0.5762304921968787,
"grad_norm": 3.9915206002259698,
"learning_rate": 9.743476631236473e-06,
"loss": 2.1277,
"step": 240
},
{
"epoch": 0.6002400960384153,
"grad_norm": 3.7416035754534174,
"learning_rate": 9.697399083427602e-06,
"loss": 2.089,
"step": 250
},
{
"epoch": 0.6242496998799519,
"grad_norm": 3.7596118293233873,
"learning_rate": 9.647645587543391e-06,
"loss": 2.0995,
"step": 260
},
{
"epoch": 0.6482593037214885,
"grad_norm": 4.099393566721857,
"learning_rate": 9.594255078165338e-06,
"loss": 2.2086,
"step": 270
},
{
"epoch": 0.6722689075630253,
"grad_norm": 3.75884213911114,
"learning_rate": 9.537269336018627e-06,
"loss": 2.0663,
"step": 280
},
{
"epoch": 0.6962785114045619,
"grad_norm": 3.9076832551024006,
"learning_rate": 9.476732955276637e-06,
"loss": 2.2313,
"step": 290
},
{
"epoch": 0.7202881152460985,
"grad_norm": 3.999571507578816,
"learning_rate": 9.412693308663793e-06,
"loss": 2.1956,
"step": 300
},
{
"epoch": 0.7442977190876351,
"grad_norm": 3.673914733393223,
"learning_rate": 9.345200510384044e-06,
"loss": 2.1372,
"step": 310
},
{
"epoch": 0.7683073229291717,
"grad_norm": 4.065856280538105,
"learning_rate": 9.274307376904023e-06,
"loss": 2.1247,
"step": 320
},
{
"epoch": 0.7923169267707083,
"grad_norm": 3.437535576857318,
"learning_rate": 9.200069385621528e-06,
"loss": 2.1668,
"step": 330
},
{
"epoch": 0.8163265306122449,
"grad_norm": 3.8590752772047447,
"learning_rate": 9.122544631451703e-06,
"loss": 2.2321,
"step": 340
},
{
"epoch": 0.8403361344537815,
"grad_norm": 3.5809836445656886,
"learning_rate": 9.041793781364898e-06,
"loss": 2.0716,
"step": 350
},
{
"epoch": 0.8643457382953181,
"grad_norm": 3.641632940529625,
"learning_rate": 8.957880026911727e-06,
"loss": 2.2342,
"step": 360
},
{
"epoch": 0.8883553421368547,
"grad_norm": 3.688771072520596,
"learning_rate": 8.870869034772563e-06,
"loss": 2.208,
"step": 370
},
{
"epoch": 0.9123649459783914,
"grad_norm": 4.146934930912289,
"learning_rate": 8.78082889537008e-06,
"loss": 2.1074,
"step": 380
},
{
"epoch": 0.936374549819928,
"grad_norm": 3.334175185522678,
"learning_rate": 8.687830069585138e-06,
"loss": 2.0091,
"step": 390
},
{
"epoch": 0.9603841536614646,
"grad_norm": 3.830656059837796,
"learning_rate": 8.591945333617622e-06,
"loss": 2.248,
"step": 400
},
{
"epoch": 0.9843937575030012,
"grad_norm": 3.9829216438871216,
"learning_rate": 8.493249722035464e-06,
"loss": 2.2053,
"step": 410
},
{
"epoch": 1.007202881152461,
"grad_norm": 3.9394668655626304,
"learning_rate": 8.391820469056371e-06,
"loss": 1.9717,
"step": 420
},
{
"epoch": 1.0312124849939976,
"grad_norm": 4.550842560189379,
"learning_rate": 8.287736948108197e-06,
"loss": 1.413,
"step": 430
},
{
"epoch": 1.0552220888355341,
"grad_norm": 4.356821890648689,
"learning_rate": 8.181080609715309e-06,
"loss": 1.3939,
"step": 440
},
{
"epoch": 1.0792316926770709,
"grad_norm": 4.518076349604797,
"learning_rate": 8.071934917759502e-06,
"loss": 1.39,
"step": 450
},
{
"epoch": 1.1032412965186074,
"grad_norm": 3.8536102257477878,
"learning_rate": 7.960385284165364e-06,
"loss": 1.4119,
"step": 460
},
{
"epoch": 1.127250900360144,
"grad_norm": 4.701240892617297,
"learning_rate": 7.846519002061208e-06,
"loss": 1.341,
"step": 470
},
{
"epoch": 1.1512605042016806,
"grad_norm": 3.896277166698315,
"learning_rate": 7.730425177467854e-06,
"loss": 1.4495,
"step": 480
},
{
"epoch": 1.1752701080432173,
"grad_norm": 5.214676571280148,
"learning_rate": 7.612194659568755e-06,
"loss": 1.3667,
"step": 490
},
{
"epoch": 1.199279711884754,
"grad_norm": 4.289971399955271,
"learning_rate": 7.491919969615993e-06,
"loss": 1.3402,
"step": 500
},
{
"epoch": 1.2232893157262905,
"grad_norm": 4.317059354915328,
"learning_rate": 7.369695228527796e-06,
"loss": 1.3434,
"step": 510
},
{
"epoch": 1.247298919567827,
"grad_norm": 3.939366941478397,
"learning_rate": 7.245616083234266e-06,
"loss": 1.392,
"step": 520
},
{
"epoch": 1.2713085234093637,
"grad_norm": 3.785565139610707,
"learning_rate": 7.119779631828882e-06,
"loss": 1.3443,
"step": 530
},
{
"epoch": 1.2953181272509005,
"grad_norm": 3.5905115574582815,
"learning_rate": 6.992284347584438e-06,
"loss": 1.3996,
"step": 540
},
{
"epoch": 1.319327731092437,
"grad_norm": 4.219125670543618,
"learning_rate": 6.8632300018928046e-06,
"loss": 1.3255,
"step": 550
},
{
"epoch": 1.3433373349339737,
"grad_norm": 4.213563188046468,
"learning_rate": 6.732717586188866e-06,
"loss": 1.3917,
"step": 560
},
{
"epoch": 1.3673469387755102,
"grad_norm": 4.010244839439909,
"learning_rate": 6.600849232919707e-06,
"loss": 1.4168,
"step": 570
},
{
"epoch": 1.3913565426170469,
"grad_norm": 3.929564306152493,
"learning_rate": 6.467728135620892e-06,
"loss": 1.2492,
"step": 580
},
{
"epoch": 1.4153661464585834,
"grad_norm": 3.9942636003807133,
"learning_rate": 6.333458468162415e-06,
"loss": 1.3267,
"step": 590
},
{
"epoch": 1.43937575030012,
"grad_norm": 4.943277008699724,
"learning_rate": 6.198145303227456e-06,
"loss": 1.3832,
"step": 600
},
{
"epoch": 1.4633853541416566,
"grad_norm": 4.255100090454613,
"learning_rate": 6.0618945300877964e-06,
"loss": 1.4676,
"step": 610
},
{
"epoch": 1.4873949579831933,
"grad_norm": 4.176877482554283,
"learning_rate": 5.924812771740201e-06,
"loss": 1.3791,
"step": 620
},
{
"epoch": 1.51140456182473,
"grad_norm": 4.58206991985806,
"learning_rate": 5.787007301468637e-06,
"loss": 1.3183,
"step": 630
},
{
"epoch": 1.5354141656662665,
"grad_norm": 4.095301189501832,
"learning_rate": 5.648585958897585e-06,
"loss": 1.3407,
"step": 640
},
{
"epoch": 1.559423769507803,
"grad_norm": 3.850464869839509,
"learning_rate": 5.509657065602197e-06,
"loss": 1.3666,
"step": 650
},
{
"epoch": 1.5834333733493398,
"grad_norm": 4.680569296847418,
"learning_rate": 5.370329340341261e-06,
"loss": 1.3968,
"step": 660
},
{
"epoch": 1.6074429771908765,
"grad_norm": 4.426880734817505,
"learning_rate": 5.2307118139794015e-06,
"loss": 1.3658,
"step": 670
},
{
"epoch": 1.631452581032413,
"grad_norm": 4.008404443022427,
"learning_rate": 5.090913744164987e-06,
"loss": 1.2817,
"step": 680
},
{
"epoch": 1.6554621848739495,
"grad_norm": 4.452596800536699,
"learning_rate": 4.951044529830603e-06,
"loss": 1.3149,
"step": 690
},
{
"epoch": 1.6794717887154862,
"grad_norm": 3.9870495810854423,
"learning_rate": 4.811213625582961e-06,
"loss": 1.3856,
"step": 700
},
{
"epoch": 1.703481392557023,
"grad_norm": 4.6711092636358424,
"learning_rate": 4.671530456049225e-06,
"loss": 1.3813,
"step": 710
},
{
"epoch": 1.7274909963985594,
"grad_norm": 4.184946891066517,
"learning_rate": 4.532104330246807e-06,
"loss": 1.3402,
"step": 720
},
{
"epoch": 1.751500600240096,
"grad_norm": 4.423869307360585,
"learning_rate": 4.3930443560436346e-06,
"loss": 1.3824,
"step": 730
},
{
"epoch": 1.7755102040816326,
"grad_norm": 3.9130866621429825,
"learning_rate": 4.2544593547758214e-06,
"loss": 1.391,
"step": 740
},
{
"epoch": 1.7995198079231693,
"grad_norm": 3.585626688576833,
"learning_rate": 4.116457776089576e-06,
"loss": 1.3607,
"step": 750
},
{
"epoch": 1.8235294117647058,
"grad_norm": 4.595114918315794,
"learning_rate": 3.979147613073956e-06,
"loss": 1.4228,
"step": 760
},
{
"epoch": 1.8475390156062423,
"grad_norm": 4.59294338671302,
"learning_rate": 3.842636317750918e-06,
"loss": 1.3064,
"step": 770
},
{
"epoch": 1.871548619447779,
"grad_norm": 4.315956805402431,
"learning_rate": 3.707030716988783e-06,
"loss": 1.3054,
"step": 780
},
{
"epoch": 1.8955582232893158,
"grad_norm": 4.494329679068256,
"learning_rate": 3.5724369289048845e-06,
"loss": 1.4475,
"step": 790
},
{
"epoch": 1.9195678271308525,
"grad_norm": 3.83422319487575,
"learning_rate": 3.4389602798228942e-06,
"loss": 1.2875,
"step": 800
},
{
"epoch": 1.943577430972389,
"grad_norm": 3.9598203386027264,
"learning_rate": 3.3067052218497263e-06,
"loss": 1.2589,
"step": 810
},
{
"epoch": 1.9675870348139255,
"grad_norm": 4.369625879638144,
"learning_rate": 3.1757752511365903e-06,
"loss": 1.2926,
"step": 820
},
{
"epoch": 1.9915966386554622,
"grad_norm": 4.297274070272408,
"learning_rate": 3.046272826888097e-06,
"loss": 1.3962,
"step": 830
},
{
"epoch": 2.014405762304922,
"grad_norm": 3.467032136187331,
"learning_rate": 2.9182992911828585e-06,
"loss": 0.8827,
"step": 840
},
{
"epoch": 2.0384153661464586,
"grad_norm": 5.834392828540893,
"learning_rate": 2.791954789668264e-06,
"loss": 0.518,
"step": 850
},
{
"epoch": 2.0624249699879953,
"grad_norm": 4.35808297800326,
"learning_rate": 2.6673381931915466e-06,
"loss": 0.5302,
"step": 860
},
{
"epoch": 2.086434573829532,
"grad_norm": 4.295950284412872,
"learning_rate": 2.5445470204284384e-06,
"loss": 0.6175,
"step": 870
},
{
"epoch": 2.1104441776710683,
"grad_norm": 4.498379665112538,
"learning_rate": 2.4236773615699466e-06,
"loss": 0.5003,
"step": 880
},
{
"epoch": 2.134453781512605,
"grad_norm": 4.087409019142491,
"learning_rate": 2.304823803127023e-06,
"loss": 0.5097,
"step": 890
},
{
"epoch": 2.1584633853541417,
"grad_norm": 4.141485559719574,
"learning_rate": 2.1880793539119168e-06,
"loss": 0.5089,
"step": 900
},
{
"epoch": 2.1824729891956784,
"grad_norm": 4.167475392774359,
"learning_rate": 2.073535372254158e-06,
"loss": 0.5004,
"step": 910
},
{
"epoch": 2.2064825930372147,
"grad_norm": 4.0504831735580655,
"learning_rate": 1.961281494508129e-06,
"loss": 0.4905,
"step": 920
},
{
"epoch": 2.2304921968787514,
"grad_norm": 4.582931550708554,
"learning_rate": 1.8514055649081646e-06,
"loss": 0.5111,
"step": 930
},
{
"epoch": 2.254501800720288,
"grad_norm": 5.055063219094166,
"learning_rate": 1.743993566826077e-06,
"loss": 0.4623,
"step": 940
},
{
"epoch": 2.278511404561825,
"grad_norm": 4.528043836852871,
"learning_rate": 1.6391295554848957e-06,
"loss": 0.4996,
"step": 950
},
{
"epoch": 2.302521008403361,
"grad_norm": 4.790281842406982,
"learning_rate": 1.5368955921814844e-06,
"loss": 0.5649,
"step": 960
},
{
"epoch": 2.326530612244898,
"grad_norm": 4.487294982617259,
"learning_rate": 1.437371680069491e-06,
"loss": 0.5021,
"step": 970
},
{
"epoch": 2.3505402160864346,
"grad_norm": 4.79811730303713,
"learning_rate": 1.3406357015529236e-06,
"loss": 0.4707,
"step": 980
},
{
"epoch": 2.3745498199279713,
"grad_norm": 4.331408379478664,
"learning_rate": 1.2467633573392829e-06,
"loss": 0.4973,
"step": 990
},
{
"epoch": 2.398559423769508,
"grad_norm": 4.81821270116248,
"learning_rate": 1.15582810720001e-06,
"loss": 0.4531,
"step": 1000
},
{
"epoch": 2.4225690276110443,
"grad_norm": 3.840737088024985,
"learning_rate": 1.0679011124845702e-06,
"loss": 0.5042,
"step": 1010
},
{
"epoch": 2.446578631452581,
"grad_norm": 5.275863790410332,
"learning_rate": 9.830511804331467e-07,
"loss": 0.4401,
"step": 1020
},
{
"epoch": 2.4705882352941178,
"grad_norm": 4.562178525657066,
"learning_rate": 9.013447103315758e-07,
"loss": 0.4665,
"step": 1030
},
{
"epoch": 2.494597839135654,
"grad_norm": 3.757433482713813,
"learning_rate": 8.22845641550598e-07,
"loss": 0.4568,
"step": 1040
},
{
"epoch": 2.5186074429771907,
"grad_norm": 4.151109799062541,
"learning_rate": 7.476154035101279e-07,
"loss": 0.4835,
"step": 1050
},
{
"epoch": 2.5426170468187275,
"grad_norm": 3.6159229877862367,
"learning_rate": 6.757128676076813e-07,
"loss": 0.434,
"step": 1060
},
{
"epoch": 2.566626650660264,
"grad_norm": 4.49946909123513,
"learning_rate": 6.071943011485837e-07,
"loss": 0.4279,
"step": 1070
},
{
"epoch": 2.590636254501801,
"grad_norm": 4.935063508764955,
"learning_rate": 5.421133233140096e-07,
"loss": 0.463,
"step": 1080
},
{
"epoch": 2.614645858343337,
"grad_norm": 4.07260484094093,
"learning_rate": 4.80520863201308e-07,
"loss": 0.4221,
"step": 1090
},
{
"epoch": 2.638655462184874,
"grad_norm": 5.214934170547326,
"learning_rate": 4.2246511996945904e-07,
"loss": 0.6136,
"step": 1100
},
{
"epoch": 2.6626650660264106,
"grad_norm": 4.308544688046405,
"learning_rate": 3.679915251208305e-07,
"loss": 0.4775,
"step": 1110
},
{
"epoch": 2.6866746698679473,
"grad_norm": 3.7974095950716293,
"learning_rate": 3.17142706948782e-07,
"loss": 0.428,
"step": 1120
},
{
"epoch": 2.710684273709484,
"grad_norm": 4.256161845989194,
"learning_rate": 2.6995845717889715e-07,
"loss": 0.4731,
"step": 1130
},
{
"epoch": 2.7346938775510203,
"grad_norm": 4.158934712493225,
"learning_rate": 2.2647569982998942e-07,
"loss": 0.4358,
"step": 1140
},
{
"epoch": 2.758703481392557,
"grad_norm": 4.066226801856005,
"learning_rate": 1.8672846231922005e-07,
"loss": 0.4977,
"step": 1150
},
{
"epoch": 2.7827130852340938,
"grad_norm": 4.944564503261002,
"learning_rate": 1.5074784883395587e-07,
"loss": 0.4495,
"step": 1160
},
{
"epoch": 2.80672268907563,
"grad_norm": 4.116559563991335,
"learning_rate": 1.1856201599119876e-07,
"loss": 0.4488,
"step": 1170
},
{
"epoch": 2.8307322929171668,
"grad_norm": 4.300196152639256,
"learning_rate": 9.019615080363087e-08,
"loss": 0.4994,
"step": 1180
},
{
"epoch": 2.8547418967587035,
"grad_norm": 4.367567850384355,
"learning_rate": 6.56724509695289e-08,
"loss": 0.474,
"step": 1190
},
{
"epoch": 2.87875150060024,
"grad_norm": 4.2390360863938215,
"learning_rate": 4.501010750196322e-08,
"loss": 0.4507,
"step": 1200
},
{
"epoch": 2.902761104441777,
"grad_norm": 4.352099381645135,
"learning_rate": 2.8225289710876457e-08,
"loss": 0.4552,
"step": 1210
},
{
"epoch": 2.926770708283313,
"grad_norm": 4.25941958105542,
"learning_rate": 1.5331132549794014e-08,
"loss": 0.4984,
"step": 1220
},
{
"epoch": 2.95078031212485,
"grad_norm": 3.9123796575299723,
"learning_rate": 6.3377263370728585e-09,
"loss": 0.43,
"step": 1230
},
{
"epoch": 2.9747899159663866,
"grad_norm": 4.3724081003161945,
"learning_rate": 1.2521088597239328e-09,
"loss": 0.4747,
"step": 1240
},
{
"epoch": 2.993997599039616,
"step": 1248,
"total_flos": 15664931143680.0,
"train_loss": 1.354868695904047,
"train_runtime": 2143.3151,
"train_samples_per_second": 9.322,
"train_steps_per_second": 0.582
}
],
"logging_steps": 10,
"max_steps": 1248,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 2000,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 15664931143680.0,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}