sft_gemma2_2b_code_layerres_p010 / trainer_state.json
KexuanShi's picture
Upload final
22f77ec verified
Raw History Blame Contribute Delete
56.1 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 10.0,
"eval_steps": 500,
"global_step": 1890,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"entropy": 2.517383523657918,
"epoch": 0.05293631100082713,
"grad_norm": 21.875,
"learning_rate": 3.2142857142857147e-06,
"loss": 2.330343818664551,
"mean_token_accuracy": 0.5431291756220162,
"num_tokens": 710093.0,
"step": 10
},
{
"entropy": 1.7889304729178548,
"epoch": 0.10587262200165426,
"grad_norm": 6.0,
"learning_rate": 6.785714285714287e-06,
"loss": 1.719919204711914,
"mean_token_accuracy": 0.6246315483935178,
"num_tokens": 1429271.0,
"step": 20
},
{
"entropy": 1.1666983438655734,
"epoch": 0.1588089330024814,
"grad_norm": 2.71875,
"learning_rate": 1.0357142857142859e-05,
"loss": 1.2366750717163086,
"mean_token_accuracy": 0.7033325288444757,
"num_tokens": 2149735.0,
"step": 30
},
{
"entropy": 0.9782258225604892,
"epoch": 0.21174524400330852,
"grad_norm": 1.78125,
"learning_rate": 1.3928571428571429e-05,
"loss": 0.9922978401184082,
"mean_token_accuracy": 0.7494580747559667,
"num_tokens": 2868867.0,
"step": 40
},
{
"entropy": 0.8958244953304529,
"epoch": 0.26468155500413565,
"grad_norm": 1.71875,
"learning_rate": 1.7500000000000002e-05,
"loss": 0.9041233062744141,
"mean_token_accuracy": 0.767370667308569,
"num_tokens": 3582476.0,
"step": 50
},
{
"entropy": 0.8279623622074723,
"epoch": 0.3176178660049628,
"grad_norm": 1.5546875,
"learning_rate": 1.999986795783372e-05,
"loss": 0.8340991020202637,
"mean_token_accuracy": 0.782540894113481,
"num_tokens": 4287689.0,
"step": 60
},
{
"entropy": 0.8150905193760991,
"epoch": 0.3705541770057899,
"grad_norm": 1.5859375,
"learning_rate": 1.9997520638548385e-05,
"loss": 0.8254405975341796,
"mean_token_accuracy": 0.783768461458385,
"num_tokens": 5011191.0,
"step": 70
},
{
"entropy": 0.7939997553825379,
"epoch": 0.42349048800661704,
"grad_norm": 1.4140625,
"learning_rate": 1.9992239841688418e-05,
"loss": 0.7975911140441895,
"mean_token_accuracy": 0.7906581481918693,
"num_tokens": 5714842.0,
"step": 80
},
{
"entropy": 0.7681451645679772,
"epoch": 0.47642679900744417,
"grad_norm": 1.390625,
"learning_rate": 1.9984027116747914e-05,
"loss": 0.7691312789916992,
"mean_token_accuracy": 0.7958846906200051,
"num_tokens": 6424614.0,
"step": 90
},
{
"entropy": 0.7580096147023141,
"epoch": 0.5293631100082713,
"grad_norm": 1.3671875,
"learning_rate": 1.997288487350878e-05,
"loss": 0.7647263526916503,
"mean_token_accuracy": 0.7970432203263045,
"num_tokens": 7139778.0,
"step": 100
},
{
"entropy": 0.7555975493974983,
"epoch": 0.5822994210090985,
"grad_norm": 1.8046875,
"learning_rate": 1.9958816381333684e-05,
"loss": 0.7625592708587646,
"mean_token_accuracy": 0.7988613218069076,
"num_tokens": 7852540.0,
"step": 110
},
{
"entropy": 0.7381295645609498,
"epoch": 0.6352357320099256,
"grad_norm": 1.28125,
"learning_rate": 1.994182576820673e-05,
"loss": 0.7393324851989747,
"mean_token_accuracy": 0.8023298803716898,
"num_tokens": 8568056.0,
"step": 120
},
{
"entropy": 0.7293703068047762,
"epoch": 0.6881720430107527,
"grad_norm": 1.3203125,
"learning_rate": 1.9921918019522238e-05,
"loss": 0.7372323036193847,
"mean_token_accuracy": 0.8033495251089334,
"num_tokens": 9276742.0,
"step": 130
},
{
"entropy": 0.727802424877882,
"epoch": 0.7411083540115798,
"grad_norm": 1.3828125,
"learning_rate": 1.9899098976621922e-05,
"loss": 0.7326857089996338,
"mean_token_accuracy": 0.8046217462047934,
"num_tokens": 9990163.0,
"step": 140
},
{
"entropy": 0.7251318506896496,
"epoch": 0.794044665012407,
"grad_norm": 1.3984375,
"learning_rate": 1.9873375335080915e-05,
"loss": 0.7273187160491943,
"mean_token_accuracy": 0.8048763429746032,
"num_tokens": 10710006.0,
"step": 150
},
{
"entropy": 0.7191944925114513,
"epoch": 0.8469809760132341,
"grad_norm": 1.3203125,
"learning_rate": 1.9844754642743164e-05,
"loss": 0.7239957809448242,
"mean_token_accuracy": 0.8055033938959241,
"num_tokens": 11416822.0,
"step": 160
},
{
"entropy": 0.7240813641808928,
"epoch": 0.8999172870140613,
"grad_norm": 1.2578125,
"learning_rate": 1.981324529750672e-05,
"loss": 0.7269858837127685,
"mean_token_accuracy": 0.8054354954510927,
"num_tokens": 12123118.0,
"step": 170
},
{
"entropy": 0.715485874377191,
"epoch": 0.9528535980148883,
"grad_norm": 1.359375,
"learning_rate": 1.9778856544859647e-05,
"loss": 0.7194882392883301,
"mean_token_accuracy": 0.8073206223547459,
"num_tokens": 12831058.0,
"step": 180
},
{
"entropy": 0.7016689017744094,
"epoch": 1.0052936311000826,
"grad_norm": 1.2578125,
"learning_rate": 1.9741598475167173e-05,
"loss": 0.6987634658813476,
"mean_token_accuracy": 0.8111047323569891,
"num_tokens": 13539870.0,
"step": 190
},
{
"entropy": 0.6788103650324047,
"epoch": 1.0582299421009098,
"grad_norm": 1.3046875,
"learning_rate": 1.9701482020711004e-05,
"loss": 0.6810420989990235,
"mean_token_accuracy": 0.8135505892336369,
"num_tokens": 14256699.0,
"step": 200
},
{
"entropy": 0.6636494144797325,
"epoch": 1.111166253101737,
"grad_norm": 1.3125,
"learning_rate": 1.9658518952481543e-05,
"loss": 0.667720365524292,
"mean_token_accuracy": 0.817850429750979,
"num_tokens": 14977492.0,
"step": 210
},
{
"entropy": 0.6727796928957105,
"epoch": 1.1641025641025642,
"grad_norm": 1.265625,
"learning_rate": 1.9612721876724054e-05,
"loss": 0.6756388664245605,
"mean_token_accuracy": 0.8159420626237989,
"num_tokens": 15693723.0,
"step": 220
},
{
"entropy": 0.6585825039073825,
"epoch": 1.2170388751033911,
"grad_norm": 1.234375,
"learning_rate": 1.9564104231239726e-05,
"loss": 0.6569587707519531,
"mean_token_accuracy": 0.818596726283431,
"num_tokens": 16404449.0,
"step": 230
},
{
"entropy": 0.658372915815562,
"epoch": 1.2699751861042183,
"grad_norm": 1.2421875,
"learning_rate": 1.9512680281442745e-05,
"loss": 0.6602190494537353,
"mean_token_accuracy": 0.8187425743788481,
"num_tokens": 17118450.0,
"step": 240
},
{
"entropy": 0.664527343865484,
"epoch": 1.3229114971050455,
"grad_norm": 1.2421875,
"learning_rate": 1.9458465116174534e-05,
"loss": 0.6621711730957032,
"mean_token_accuracy": 0.8184419617056846,
"num_tokens": 17826861.0,
"step": 250
},
{
"entropy": 0.66327049927786,
"epoch": 1.3758478081058727,
"grad_norm": 1.1953125,
"learning_rate": 1.940147464327637e-05,
"loss": 0.6667583465576172,
"mean_token_accuracy": 0.8170910779386759,
"num_tokens": 18545340.0,
"step": 260
},
{
"entropy": 0.6499099671840668,
"epoch": 1.4287841191067,
"grad_norm": 1.203125,
"learning_rate": 1.9341725584921712e-05,
"loss": 0.6517716884613037,
"mean_token_accuracy": 0.8211767397820949,
"num_tokens": 19262118.0,
"step": 270
},
{
"entropy": 0.652203946840018,
"epoch": 1.4817204301075269,
"grad_norm": 1.203125,
"learning_rate": 1.9279235472709554e-05,
"loss": 0.6548329830169678,
"mean_token_accuracy": 0.8199291430413723,
"num_tokens": 19968479.0,
"step": 280
},
{
"entropy": 0.6609947566874326,
"epoch": 1.534656741108354,
"grad_norm": 1.203125,
"learning_rate": 1.92140226425203e-05,
"loss": 0.6620079040527344,
"mean_token_accuracy": 0.8178581858053804,
"num_tokens": 20668540.0,
"step": 290
},
{
"entropy": 0.6583634492009878,
"epoch": 1.587593052109181,
"grad_norm": 1.28125,
"learning_rate": 1.914610622913566e-05,
"loss": 0.6613290786743165,
"mean_token_accuracy": 0.8191439069807529,
"num_tokens": 21377905.0,
"step": 300
},
{
"entropy": 0.6483378401957453,
"epoch": 1.6405293631100082,
"grad_norm": 1.15625,
"learning_rate": 1.9075506160624068e-05,
"loss": 0.6520229339599609,
"mean_token_accuracy": 0.8208056768402457,
"num_tokens": 22086263.0,
"step": 310
},
{
"entropy": 0.6439661994576454,
"epoch": 1.6934656741108354,
"grad_norm": 1.265625,
"learning_rate": 1.900224315249343e-05,
"loss": 0.6434724807739258,
"mean_token_accuracy": 0.8223148621618748,
"num_tokens": 22790833.0,
"step": 320
},
{
"entropy": 0.6394708540290595,
"epoch": 1.7464019851116626,
"grad_norm": 1.1640625,
"learning_rate": 1.8926338701612738e-05,
"loss": 0.6371979236602783,
"mean_token_accuracy": 0.8228612139821052,
"num_tokens": 23503166.0,
"step": 330
},
{
"entropy": 0.648493236489594,
"epoch": 1.7993382961124897,
"grad_norm": 1.21875,
"learning_rate": 1.884781507990445e-05,
"loss": 0.650775146484375,
"mean_token_accuracy": 0.8212731294333935,
"num_tokens": 24223112.0,
"step": 340
},
{
"entropy": 0.6460507491603493,
"epoch": 1.852274607113317,
"grad_norm": 1.265625,
"learning_rate": 1.8766695327809463e-05,
"loss": 0.6457096576690674,
"mean_token_accuracy": 0.822027931548655,
"num_tokens": 24936212.0,
"step": 350
},
{
"entropy": 0.6296045129187405,
"epoch": 1.905210918114144,
"grad_norm": 1.15625,
"learning_rate": 1.8683003247526567e-05,
"loss": 0.6345595359802246,
"mean_token_accuracy": 0.8248383782804012,
"num_tokens": 25662368.0,
"step": 360
},
{
"entropy": 0.642846689838916,
"epoch": 1.958147229114971,
"grad_norm": 1.25,
"learning_rate": 1.8596763396028384e-05,
"loss": 0.6466265201568604,
"mean_token_accuracy": 0.822427730448544,
"num_tokens": 26371713.0,
"step": 370
},
{
"entropy": 0.6445435251723328,
"epoch": 2.0105872622001653,
"grad_norm": 1.2265625,
"learning_rate": 1.8508001077855876e-05,
"loss": 0.640605115890503,
"mean_token_accuracy": 0.8237532322715133,
"num_tokens": 27082791.0,
"step": 380
},
{
"entropy": 0.5935637545771897,
"epoch": 2.0635235732009924,
"grad_norm": 1.3203125,
"learning_rate": 1.8416742337693436e-05,
"loss": 0.5961747646331788,
"mean_token_accuracy": 0.832476151548326,
"num_tokens": 27804616.0,
"step": 390
},
{
"entropy": 0.6074226231314241,
"epoch": 2.1164598842018196,
"grad_norm": 1.453125,
"learning_rate": 1.8323013952726877e-05,
"loss": 0.6060761451721192,
"mean_token_accuracy": 0.8300150576978922,
"num_tokens": 28510447.0,
"step": 400
},
{
"entropy": 0.6045498767867684,
"epoch": 2.169396195202647,
"grad_norm": 1.1796875,
"learning_rate": 1.8226843424786434e-05,
"loss": 0.6060684204101563,
"mean_token_accuracy": 0.8299270933493972,
"num_tokens": 29231259.0,
"step": 410
},
{
"entropy": 0.5919496919959784,
"epoch": 2.222332506203474,
"grad_norm": 1.1796875,
"learning_rate": 1.8128258972277176e-05,
"loss": 0.5906681060791016,
"mean_token_accuracy": 0.8336266664788127,
"num_tokens": 29952760.0,
"step": 420
},
{
"entropy": 0.5975334191694855,
"epoch": 2.275268817204301,
"grad_norm": 1.140625,
"learning_rate": 1.8027289521899143e-05,
"loss": 0.6016942501068115,
"mean_token_accuracy": 0.8313274193555117,
"num_tokens": 30665899.0,
"step": 430
},
{
"entropy": 0.6087098903022706,
"epoch": 2.3282051282051284,
"grad_norm": 1.21875,
"learning_rate": 1.7923964700159658e-05,
"loss": 0.6066548347473144,
"mean_token_accuracy": 0.8301778499037027,
"num_tokens": 31372484.0,
"step": 440
},
{
"entropy": 0.6126051696948707,
"epoch": 2.3811414392059556,
"grad_norm": 1.1953125,
"learning_rate": 1.78183148246803e-05,
"loss": 0.614737606048584,
"mean_token_accuracy": 0.8285853797569871,
"num_tokens": 32096632.0,
"step": 450
},
{
"entropy": 0.5990028641186654,
"epoch": 2.4340777502067823,
"grad_norm": 1.2265625,
"learning_rate": 1.77103708953011e-05,
"loss": 0.6006610870361329,
"mean_token_accuracy": 0.8312915643677116,
"num_tokens": 32804805.0,
"step": 460
},
{
"entropy": 0.607753461226821,
"epoch": 2.4870140612076095,
"grad_norm": 1.2109375,
"learning_rate": 1.7600164584984548e-05,
"loss": 0.6072165966033936,
"mean_token_accuracy": 0.8301842240616679,
"num_tokens": 33508738.0,
"step": 470
},
{
"entropy": 0.595335545297712,
"epoch": 2.5399503722084367,
"grad_norm": 1.203125,
"learning_rate": 1.7487728230522085e-05,
"loss": 0.5950441360473633,
"mean_token_accuracy": 0.8320430673658847,
"num_tokens": 34225982.0,
"step": 480
},
{
"entropy": 0.6014379073865712,
"epoch": 2.592886683209264,
"grad_norm": 1.1015625,
"learning_rate": 1.737309482304585e-05,
"loss": 0.602420711517334,
"mean_token_accuracy": 0.8312459668144584,
"num_tokens": 34943657.0,
"step": 490
},
{
"entropy": 0.6020066059194505,
"epoch": 2.645822994210091,
"grad_norm": 1.2265625,
"learning_rate": 1.7256297998348388e-05,
"loss": 0.601630687713623,
"mean_token_accuracy": 0.8309382183477283,
"num_tokens": 35644283.0,
"step": 500
},
{
"entropy": 0.5982570440508426,
"epoch": 2.6987593052109182,
"grad_norm": 1.2265625,
"learning_rate": 1.7137372027013212e-05,
"loss": 0.5992427825927734,
"mean_token_accuracy": 0.8313212908804417,
"num_tokens": 36350379.0,
"step": 510
},
{
"entropy": 0.5970497015863657,
"epoch": 2.7516956162117454,
"grad_norm": 1.1640625,
"learning_rate": 1.7016351804359134e-05,
"loss": 0.5992032527923584,
"mean_token_accuracy": 0.8327719148248434,
"num_tokens": 37060303.0,
"step": 520
},
{
"entropy": 0.6053770511411131,
"epoch": 2.804631927212572,
"grad_norm": 1.3828125,
"learning_rate": 1.6893272840201243e-05,
"loss": 0.6047993659973144,
"mean_token_accuracy": 0.8311333157122135,
"num_tokens": 37772753.0,
"step": 530
},
{
"entropy": 0.5910255504772067,
"epoch": 2.8575682382134,
"grad_norm": 1.21875,
"learning_rate": 1.6768171248431603e-05,
"loss": 0.5963948249816895,
"mean_token_accuracy": 0.832998582161963,
"num_tokens": 38489638.0,
"step": 540
},
{
"entropy": 0.5908184374682606,
"epoch": 2.9105045492142265,
"grad_norm": 1.203125,
"learning_rate": 1.66410837364227e-05,
"loss": 0.5898349285125732,
"mean_token_accuracy": 0.8335007596760988,
"num_tokens": 39198407.0,
"step": 550
},
{
"entropy": 0.598981601651758,
"epoch": 2.9634408602150537,
"grad_norm": 1.1953125,
"learning_rate": 1.651204759425674e-05,
"loss": 0.5970761775970459,
"mean_token_accuracy": 0.8321403747424483,
"num_tokens": 39917572.0,
"step": 560
},
{
"entropy": 0.593930964872288,
"epoch": 3.015880893300248,
"grad_norm": 1.125,
"learning_rate": 1.6381100683783984e-05,
"loss": 0.5896023273468017,
"mean_token_accuracy": 0.8338961172555147,
"num_tokens": 40623043.0,
"step": 570
},
{
"entropy": 0.5697517069987953,
"epoch": 3.0688172043010753,
"grad_norm": 1.171875,
"learning_rate": 1.6248281427513293e-05,
"loss": 0.5749466896057129,
"mean_token_accuracy": 0.8362925421446562,
"num_tokens": 41339395.0,
"step": 580
},
{
"entropy": 0.5773605431430042,
"epoch": 3.1217535153019025,
"grad_norm": 1.125,
"learning_rate": 1.6113628797338182e-05,
"loss": 0.5751814842224121,
"mean_token_accuracy": 0.8367513783276082,
"num_tokens": 42048417.0,
"step": 590
},
{
"entropy": 0.5606058123521507,
"epoch": 3.1746898263027297,
"grad_norm": 1.171875,
"learning_rate": 1.597718230310167e-05,
"loss": 0.5579678535461425,
"mean_token_accuracy": 0.8400175305083394,
"num_tokens": 42764993.0,
"step": 600
},
{
"entropy": 0.5559274241328239,
"epoch": 3.227626137303557,
"grad_norm": 1.1953125,
"learning_rate": 1.5838981981003273e-05,
"loss": 0.5564671039581299,
"mean_token_accuracy": 0.8413354951888323,
"num_tokens": 43484113.0,
"step": 610
},
{
"entropy": 0.5620169792324304,
"epoch": 3.2805624483043836,
"grad_norm": 1.1796875,
"learning_rate": 1.5699068381851576e-05,
"loss": 0.5637299537658691,
"mean_token_accuracy": 0.8396881816908717,
"num_tokens": 44190080.0,
"step": 620
},
{
"entropy": 0.5724300829693675,
"epoch": 3.333498759305211,
"grad_norm": 1.1875,
"learning_rate": 1.5557482559165777e-05,
"loss": 0.5707749366760254,
"mean_token_accuracy": 0.8376087129116059,
"num_tokens": 44901717.0,
"step": 630
},
{
"entropy": 0.5594174157828092,
"epoch": 3.386435070306038,
"grad_norm": 1.1796875,
"learning_rate": 1.541426605712975e-05,
"loss": 0.5598674297332764,
"mean_token_accuracy": 0.8401424733921885,
"num_tokens": 45611553.0,
"step": 640
},
{
"entropy": 0.5719467986375093,
"epoch": 3.439371381306865,
"grad_norm": 1.125,
"learning_rate": 1.526946089840214e-05,
"loss": 0.5716081619262695,
"mean_token_accuracy": 0.8369537137448788,
"num_tokens": 46319422.0,
"step": 650
},
{
"entropy": 0.5649781067855656,
"epoch": 3.4923076923076923,
"grad_norm": 1.1328125,
"learning_rate": 1.5123109571786034e-05,
"loss": 0.5649839401245117,
"mean_token_accuracy": 0.8399968167766929,
"num_tokens": 47040011.0,
"step": 660
},
{
"entropy": 0.5679076578468084,
"epoch": 3.5452440033085195,
"grad_norm": 1.1953125,
"learning_rate": 1.4975255019761896e-05,
"loss": 0.5683752536773682,
"mean_token_accuracy": 0.8376537404954434,
"num_tokens": 47747908.0,
"step": 670
},
{
"entropy": 0.5690185854211449,
"epoch": 3.5981803143093467,
"grad_norm": 1.328125,
"learning_rate": 1.4825940625887343e-05,
"loss": 0.568476676940918,
"mean_token_accuracy": 0.8382133601233364,
"num_tokens": 48465834.0,
"step": 680
},
{
"entropy": 0.5643869173713029,
"epoch": 3.6511166253101734,
"grad_norm": 1.1328125,
"learning_rate": 1.467521020206753e-05,
"loss": 0.5652931690216064,
"mean_token_accuracy": 0.8385411059483886,
"num_tokens": 49175962.0,
"step": 690
},
{
"entropy": 0.5684676690027117,
"epoch": 3.704052936311001,
"grad_norm": 1.125,
"learning_rate": 1.4523107975699833e-05,
"loss": 0.565020751953125,
"mean_token_accuracy": 0.8384542506188154,
"num_tokens": 49891839.0,
"step": 700
},
{
"entropy": 0.5727035844698548,
"epoch": 3.756989247311828,
"grad_norm": 1.21875,
"learning_rate": 1.4369678576696633e-05,
"loss": 0.5756559371948242,
"mean_token_accuracy": 0.8364196993410588,
"num_tokens": 50614080.0,
"step": 710
},
{
"entropy": 0.5612221390008927,
"epoch": 3.809925558312655,
"grad_norm": 1.1640625,
"learning_rate": 1.4214967024389978e-05,
"loss": 0.560767412185669,
"mean_token_accuracy": 0.8398452011868358,
"num_tokens": 51323270.0,
"step": 720
},
{
"entropy": 0.5644309324212372,
"epoch": 3.862861869313482,
"grad_norm": 1.109375,
"learning_rate": 1.4059018714321986e-05,
"loss": 0.5635293006896973,
"mean_token_accuracy": 0.83980608060956,
"num_tokens": 52026181.0,
"step": 730
},
{
"entropy": 0.5582810510881245,
"epoch": 3.9157981803143094,
"grad_norm": 1.2265625,
"learning_rate": 1.390187940492486e-05,
"loss": 0.5593689918518067,
"mean_token_accuracy": 0.8408091176301241,
"num_tokens": 52734953.0,
"step": 740
},
{
"entropy": 0.5543095638975502,
"epoch": 3.9687344913151366,
"grad_norm": 1.1640625,
"learning_rate": 1.3743595204094442e-05,
"loss": 0.5532174110412598,
"mean_token_accuracy": 0.8413080271333456,
"num_tokens": 53453384.0,
"step": 750
},
{
"entropy": 0.5514063389519411,
"epoch": 4.0211745244003305,
"grad_norm": 1.125,
"learning_rate": 1.3584212555661187e-05,
"loss": 0.546474552154541,
"mean_token_accuracy": 0.8432126494612228,
"num_tokens": 54163412.0,
"step": 760
},
{
"entropy": 0.538205324113369,
"epoch": 4.074110835401158,
"grad_norm": 1.1640625,
"learning_rate": 1.3423778225762609e-05,
"loss": 0.538818073272705,
"mean_token_accuracy": 0.8444410042837263,
"num_tokens": 54870856.0,
"step": 770
},
{
"entropy": 0.5450183315202594,
"epoch": 4.127047146401985,
"grad_norm": 1.171875,
"learning_rate": 1.3262339289121129e-05,
"loss": 0.5455585479736328,
"mean_token_accuracy": 0.8425258509814739,
"num_tokens": 55582308.0,
"step": 780
},
{
"entropy": 0.5478194649331272,
"epoch": 4.1799834574028125,
"grad_norm": 1.15625,
"learning_rate": 1.3099943115231386e-05,
"loss": 0.5473073959350586,
"mean_token_accuracy": 0.8427304636687041,
"num_tokens": 56302219.0,
"step": 790
},
{
"entropy": 0.548308833874762,
"epoch": 4.232919768403639,
"grad_norm": 1.203125,
"learning_rate": 1.2936637354461064e-05,
"loss": 0.5452468872070313,
"mean_token_accuracy": 0.8430783998221159,
"num_tokens": 57015624.0,
"step": 800
},
{
"entropy": 0.5472051261924207,
"epoch": 4.285856079404467,
"grad_norm": 1.1328125,
"learning_rate": 1.2772469924069285e-05,
"loss": 0.5482036590576171,
"mean_token_accuracy": 0.8431986581534148,
"num_tokens": 57728689.0,
"step": 810
},
{
"entropy": 0.5367700139060616,
"epoch": 4.338792390405294,
"grad_norm": 1.171875,
"learning_rate": 1.2607488994146703e-05,
"loss": 0.5386350631713868,
"mean_token_accuracy": 0.8448256650939584,
"num_tokens": 58440887.0,
"step": 820
},
{
"entropy": 0.5441102403216064,
"epoch": 4.39172870140612,
"grad_norm": 1.140625,
"learning_rate": 1.2441742973481432e-05,
"loss": 0.5408960819244385,
"mean_token_accuracy": 0.8442874392494559,
"num_tokens": 59161499.0,
"step": 830
},
{
"entropy": 0.5355542128905654,
"epoch": 4.444665012406948,
"grad_norm": 1.15625,
"learning_rate": 1.2275280495354889e-05,
"loss": 0.534831190109253,
"mean_token_accuracy": 0.8461610395461321,
"num_tokens": 59872509.0,
"step": 840
},
{
"entropy": 0.5415700157172978,
"epoch": 4.497601323407775,
"grad_norm": 1.2265625,
"learning_rate": 1.21081504032718e-05,
"loss": 0.539634895324707,
"mean_token_accuracy": 0.8452536968514324,
"num_tokens": 60593833.0,
"step": 850
},
{
"entropy": 0.536719624325633,
"epoch": 4.550537634408602,
"grad_norm": 1.1640625,
"learning_rate": 1.1940401736628524e-05,
"loss": 0.535213565826416,
"mean_token_accuracy": 0.8448078541085124,
"num_tokens": 61303595.0,
"step": 860
},
{
"entropy": 0.5386149102821947,
"epoch": 4.603473945409429,
"grad_norm": 1.2265625,
"learning_rate": 1.1772083716323878e-05,
"loss": 0.5384332180023194,
"mean_token_accuracy": 0.844671962223947,
"num_tokens": 62014565.0,
"step": 870
},
{
"entropy": 0.5413594543933868,
"epoch": 4.656410256410257,
"grad_norm": 1.1328125,
"learning_rate": 1.1603245730316724e-05,
"loss": 0.5381780624389648,
"mean_token_accuracy": 0.843700847402215,
"num_tokens": 62723366.0,
"step": 880
},
{
"entropy": 0.5437364445999264,
"epoch": 4.7093465674110835,
"grad_norm": 1.1328125,
"learning_rate": 1.1433937319134512e-05,
"loss": 0.541628646850586,
"mean_token_accuracy": 0.8439845886081457,
"num_tokens": 63432928.0,
"step": 890
},
{
"entropy": 0.5380360207520425,
"epoch": 4.762282878411911,
"grad_norm": 1.21875,
"learning_rate": 1.1264208161337091e-05,
"loss": 0.5398398399353027,
"mean_token_accuracy": 0.8448185469955206,
"num_tokens": 64137723.0,
"step": 900
},
{
"entropy": 0.5411873222328722,
"epoch": 4.815219189412738,
"grad_norm": 1.125,
"learning_rate": 1.1094108058940005e-05,
"loss": 0.5392769813537598,
"mean_token_accuracy": 0.8441998787224293,
"num_tokens": 64851083.0,
"step": 910
},
{
"entropy": 0.5336352121084929,
"epoch": 4.868155500413565,
"grad_norm": 1.1640625,
"learning_rate": 1.0923686922801537e-05,
"loss": 0.5329482078552246,
"mean_token_accuracy": 0.8462087785825133,
"num_tokens": 65572798.0,
"step": 920
},
{
"entropy": 0.5287617506459356,
"epoch": 4.921091811414392,
"grad_norm": 1.125,
"learning_rate": 1.0752994757977862e-05,
"loss": 0.5266700744628906,
"mean_token_accuracy": 0.8476861402392387,
"num_tokens": 66285398.0,
"step": 930
},
{
"entropy": 0.53608170254156,
"epoch": 4.974028122415219,
"grad_norm": 1.109375,
"learning_rate": 1.058208164905052e-05,
"loss": 0.5371575355529785,
"mean_token_accuracy": 0.8453869987279177,
"num_tokens": 66999572.0,
"step": 940
},
{
"entropy": 0.5327976091238978,
"epoch": 5.026468155500414,
"grad_norm": 1.1171875,
"learning_rate": 1.041099774543059e-05,
"loss": 0.5274302005767822,
"mean_token_accuracy": 0.8470476427664893,
"num_tokens": 67710110.0,
"step": 950
},
{
"entropy": 0.5196379259228706,
"epoch": 5.079404466501241,
"grad_norm": 1.1484375,
"learning_rate": 1.023979324664382e-05,
"loss": 0.5175643920898437,
"mean_token_accuracy": 0.8488413186743855,
"num_tokens": 68425350.0,
"step": 960
},
{
"entropy": 0.517873155605048,
"epoch": 5.132340777502068,
"grad_norm": 1.1484375,
"learning_rate": 1.0068518387601038e-05,
"loss": 0.5160090446472168,
"mean_token_accuracy": 0.8491935424506665,
"num_tokens": 69142159.0,
"step": 970
},
{
"entropy": 0.5161537874490023,
"epoch": 5.185277088502895,
"grad_norm": 1.171875,
"learning_rate": 9.897223423858226e-06,
"loss": 0.5144171714782715,
"mean_token_accuracy": 0.8498559452593326,
"num_tokens": 69854650.0,
"step": 980
},
{
"entropy": 0.5172417410649359,
"epoch": 5.238213399503722,
"grad_norm": 1.1328125,
"learning_rate": 9.725958616870495e-06,
"loss": 0.5163768768310547,
"mean_token_accuracy": 0.8498215934261679,
"num_tokens": 70570857.0,
"step": 990
},
{
"entropy": 0.5334854922257364,
"epoch": 5.291149710504549,
"grad_norm": 1.2578125,
"learning_rate": 9.554774219244344e-06,
"loss": 0.531788444519043,
"mean_token_accuracy": 0.845740943774581,
"num_tokens": 71287442.0,
"step": 1000
},
{
"entropy": 0.5226979675702751,
"epoch": 5.344086021505376,
"grad_norm": 1.09375,
"learning_rate": 9.38372045999252e-06,
"loss": 0.5185129165649414,
"mean_token_accuracy": 0.8491301748901605,
"num_tokens": 72007448.0,
"step": 1010
},
{
"entropy": 0.5161179441027344,
"epoch": 5.397022332506204,
"grad_norm": 1.1875,
"learning_rate": 9.212847529795784e-06,
"loss": 0.5171782016754151,
"mean_token_accuracy": 0.8490116039291025,
"num_tokens": 72715352.0,
"step": 1020
},
{
"entropy": 0.527431449200958,
"epoch": 5.44995864350703,
"grad_norm": 1.1328125,
"learning_rate": 9.042205566275952e-06,
"loss": 0.5250188827514648,
"mean_token_accuracy": 0.8475877868011594,
"num_tokens": 73429166.0,
"step": 1030
},
{
"entropy": 0.5290888456627727,
"epoch": 5.502894954507858,
"grad_norm": 1.1328125,
"learning_rate": 8.871844639284479e-06,
"loss": 0.5255687713623047,
"mean_token_accuracy": 0.8473750628530979,
"num_tokens": 74133406.0,
"step": 1040
},
{
"entropy": 0.5290718507021666,
"epoch": 5.555831265508685,
"grad_norm": 1.1171875,
"learning_rate": 8.701814736210933e-06,
"loss": 0.5295787811279297,
"mean_token_accuracy": 0.846999473683536,
"num_tokens": 74836672.0,
"step": 1050
},
{
"entropy": 0.5218891215510666,
"epoch": 5.608767576509512,
"grad_norm": 1.1796875,
"learning_rate": 8.532165747315686e-06,
"loss": 0.5223793983459473,
"mean_token_accuracy": 0.8479848142713309,
"num_tokens": 75557055.0,
"step": 1060
},
{
"entropy": 0.5259200980886817,
"epoch": 5.661703887510339,
"grad_norm": 1.265625,
"learning_rate": 8.362947451091072e-06,
"loss": 0.5238901138305664,
"mean_token_accuracy": 0.8482968054711819,
"num_tokens": 76272061.0,
"step": 1070
},
{
"entropy": 0.5228938857093454,
"epoch": 5.714640198511166,
"grad_norm": 1.1484375,
"learning_rate": 8.194209499655364e-06,
"loss": 0.5253058433532715,
"mean_token_accuracy": 0.8477638551965356,
"num_tokens": 76989852.0,
"step": 1080
},
{
"entropy": 0.5306269845925271,
"epoch": 5.7675765095119935,
"grad_norm": 1.2109375,
"learning_rate": 8.026001404183831e-06,
"loss": 0.5262615203857421,
"mean_token_accuracy": 0.8476999465376138,
"num_tokens": 77687094.0,
"step": 1090
},
{
"entropy": 0.5304377974942327,
"epoch": 5.82051282051282,
"grad_norm": 1.15625,
"learning_rate": 7.85837252038112e-06,
"loss": 0.5329948425292969,
"mean_token_accuracy": 0.8457729490473866,
"num_tokens": 78397944.0,
"step": 1100
},
{
"entropy": 0.5324696778319776,
"epoch": 5.873449131513648,
"grad_norm": 1.1640625,
"learning_rate": 7.69137203399931e-06,
"loss": 0.5273681640625,
"mean_token_accuracy": 0.8466610265895724,
"num_tokens": 79107666.0,
"step": 1110
},
{
"entropy": 0.5180164442397655,
"epoch": 5.926385442514475,
"grad_norm": 1.1328125,
"learning_rate": 7.525048946405791e-06,
"loss": 0.518718147277832,
"mean_token_accuracy": 0.8502681368961931,
"num_tokens": 79824629.0,
"step": 1120
},
{
"entropy": 0.5257153943181038,
"epoch": 5.979321753515302,
"grad_norm": 1.203125,
"learning_rate": 7.359452060205245e-06,
"loss": 0.5247107028961182,
"mean_token_accuracy": 0.8476573526859283,
"num_tokens": 80532805.0,
"step": 1130
},
{
"entropy": 0.5179383000740869,
"epoch": 6.031761786600496,
"grad_norm": 1.234375,
"learning_rate": 7.194629964919989e-06,
"loss": 0.5136065006256103,
"mean_token_accuracy": 0.8496653262749079,
"num_tokens": 81243632.0,
"step": 1140
},
{
"entropy": 0.5040348807349802,
"epoch": 6.084698097601324,
"grad_norm": 1.1484375,
"learning_rate": 7.030631022732781e-06,
"loss": 0.5017824172973633,
"mean_token_accuracy": 0.8528982033953071,
"num_tokens": 81955824.0,
"step": 1150
},
{
"entropy": 0.5168998019769788,
"epoch": 6.137634408602151,
"grad_norm": 1.2265625,
"learning_rate": 6.867503354296392e-06,
"loss": 0.5152142524719239,
"mean_token_accuracy": 0.8497169893234968,
"num_tokens": 82672365.0,
"step": 1160
},
{
"entropy": 0.5297345926985144,
"epoch": 6.190570719602977,
"grad_norm": 1.21875,
"learning_rate": 6.705294824614004e-06,
"loss": 0.5261876106262207,
"mean_token_accuracy": 0.8466440049931407,
"num_tokens": 83385723.0,
"step": 1170
},
{
"entropy": 0.5218852560035885,
"epoch": 6.243507030603805,
"grad_norm": 1.1640625,
"learning_rate": 6.54405302899463e-06,
"loss": 0.5192302227020263,
"mean_token_accuracy": 0.8485880514606834,
"num_tokens": 84097235.0,
"step": 1180
},
{
"entropy": 0.5227232126519084,
"epoch": 6.296443341604632,
"grad_norm": 1.1328125,
"learning_rate": 6.383825279087699e-06,
"loss": 0.5190953731536865,
"mean_token_accuracy": 0.8483411800116301,
"num_tokens": 84809815.0,
"step": 1190
},
{
"entropy": 0.514331001508981,
"epoch": 6.349379652605459,
"grad_norm": 1.1875,
"learning_rate": 6.2246585890008245e-06,
"loss": 0.5148365497589111,
"mean_token_accuracy": 0.8502315638586879,
"num_tokens": 85522179.0,
"step": 1200
},
{
"entropy": 0.5077279037795961,
"epoch": 6.402315963606286,
"grad_norm": 1.2109375,
"learning_rate": 6.06659966150491e-06,
"loss": 0.5086464405059814,
"mean_token_accuracy": 0.8512278325855732,
"num_tokens": 86246555.0,
"step": 1210
},
{
"entropy": 0.514440215844661,
"epoch": 6.455252274607114,
"grad_norm": 1.171875,
"learning_rate": 5.909694874330601e-06,
"loss": 0.5112257957458496,
"mean_token_accuracy": 0.8511955315247178,
"num_tokens": 86962128.0,
"step": 1220
},
{
"entropy": 0.513796275202185,
"epoch": 6.5081885856079404,
"grad_norm": 1.140625,
"learning_rate": 5.753990266560105e-06,
"loss": 0.5103893280029297,
"mean_token_accuracy": 0.8513250714167953,
"num_tokens": 87674788.0,
"step": 1230
},
{
"entropy": 0.512695446331054,
"epoch": 6.561124896608767,
"grad_norm": 1.2109375,
"learning_rate": 5.599531525118373e-06,
"loss": 0.5133617877960205,
"mean_token_accuracy": 0.8500851722434163,
"num_tokens": 88377891.0,
"step": 1240
},
{
"entropy": 0.5171741805970669,
"epoch": 6.614061207609595,
"grad_norm": 1.15625,
"learning_rate": 5.446363971367638e-06,
"loss": 0.5159895896911622,
"mean_token_accuracy": 0.849970761872828,
"num_tokens": 89083739.0,
"step": 1250
},
{
"entropy": 0.5245028464123607,
"epoch": 6.666997518610422,
"grad_norm": 1.1640625,
"learning_rate": 5.29453254780917e-06,
"loss": 0.5201656818389893,
"mean_token_accuracy": 0.8486853934824466,
"num_tokens": 89799048.0,
"step": 1260
},
{
"entropy": 0.514243483170867,
"epoch": 6.719933829611249,
"grad_norm": 1.140625,
"learning_rate": 5.1440818048962575e-06,
"loss": 0.5119954109191894,
"mean_token_accuracy": 0.8505460506305098,
"num_tokens": 90506283.0,
"step": 1270
},
{
"entropy": 0.5168994429521263,
"epoch": 6.772870140612076,
"grad_norm": 1.140625,
"learning_rate": 4.995055887962167e-06,
"loss": 0.514662790298462,
"mean_token_accuracy": 0.8501609206199646,
"num_tokens": 91217518.0,
"step": 1280
},
{
"entropy": 0.5189123339019716,
"epoch": 6.825806451612904,
"grad_norm": 1.203125,
"learning_rate": 4.8474985242669965e-06,
"loss": 0.5177834033966064,
"mean_token_accuracy": 0.8493126900866628,
"num_tokens": 91921292.0,
"step": 1290
},
{
"entropy": 0.5235454078763724,
"epoch": 6.87874276261373,
"grad_norm": 1.1875,
"learning_rate": 4.701453010167217e-06,
"loss": 0.5218941688537597,
"mean_token_accuracy": 0.8480734698474407,
"num_tokens": 92637986.0,
"step": 1300
},
{
"entropy": 0.5194550552405417,
"epoch": 6.931679073614557,
"grad_norm": 1.15625,
"learning_rate": 4.556962198411631e-06,
"loss": 0.5179105758666992,
"mean_token_accuracy": 0.8491211403161287,
"num_tokens": 93350635.0,
"step": 1310
},
{
"entropy": 0.5063929574564099,
"epoch": 6.984615384615385,
"grad_norm": 1.171875,
"learning_rate": 4.414068485567473e-06,
"loss": 0.5035317897796631,
"mean_token_accuracy": 0.8522688586264848,
"num_tokens": 94067855.0,
"step": 1320
},
{
"entropy": 0.5093034647804705,
"epoch": 7.037055417700579,
"grad_norm": 1.1015625,
"learning_rate": 4.272813799580417e-06,
"loss": 0.5076330184936524,
"mean_token_accuracy": 0.8516658600948587,
"num_tokens": 94783200.0,
"step": 1330
},
{
"entropy": 0.5048199588432908,
"epoch": 7.089991728701406,
"grad_norm": 1.15625,
"learning_rate": 4.1332395874720474e-06,
"loss": 0.5005260467529297,
"mean_token_accuracy": 0.85294623170048,
"num_tokens": 95493882.0,
"step": 1340
},
{
"entropy": 0.5057683161459863,
"epoch": 7.142928039702233,
"grad_norm": 1.1796875,
"learning_rate": 3.9953868031784415e-06,
"loss": 0.5044948577880859,
"mean_token_accuracy": 0.8519550319761038,
"num_tokens": 96208176.0,
"step": 1350
},
{
"entropy": 0.512921197898686,
"epoch": 7.195864350703061,
"grad_norm": 1.09375,
"learning_rate": 3.8592958955334636e-06,
"loss": 0.5127240180969238,
"mean_token_accuracy": 0.8506218697875738,
"num_tokens": 96919756.0,
"step": 1360
},
{
"entropy": 0.5144638500176371,
"epoch": 7.248800661703887,
"grad_norm": 1.171875,
"learning_rate": 3.725006796400231e-06,
"loss": 0.5118832588195801,
"mean_token_accuracy": 0.8508855536580086,
"num_tokens": 97630930.0,
"step": 1370
},
{
"entropy": 0.5114422076381743,
"epoch": 7.301736972704715,
"grad_norm": 1.2109375,
"learning_rate": 3.5925589089542954e-06,
"loss": 0.5101255893707275,
"mean_token_accuracy": 0.8508487151935696,
"num_tokens": 98345419.0,
"step": 1380
},
{
"entropy": 0.5078697509132326,
"epoch": 7.354673283705542,
"grad_norm": 1.1875,
"learning_rate": 3.461991096121955e-06,
"loss": 0.5053506851196289,
"mean_token_accuracy": 0.8518306853249669,
"num_tokens": 99059531.0,
"step": 1390
},
{
"entropy": 0.5088249345310032,
"epoch": 7.4076095947063685,
"grad_norm": 1.1484375,
"learning_rate": 3.3333416691770402e-06,
"loss": 0.5070612907409668,
"mean_token_accuracy": 0.8512004481628537,
"num_tokens": 99773516.0,
"step": 1400
},
{
"entropy": 0.5082653394900263,
"epoch": 7.460545905707196,
"grad_norm": 1.1875,
"learning_rate": 3.206648376499637e-06,
"loss": 0.5041531562805176,
"mean_token_accuracy": 0.8518870715051889,
"num_tokens": 100494087.0,
"step": 1410
},
{
"entropy": 0.5059876752085983,
"epoch": 7.513482216708023,
"grad_norm": 1.171875,
"learning_rate": 3.0819483924999183e-06,
"loss": 0.5048664093017579,
"mean_token_accuracy": 0.8521129397675395,
"num_tokens": 101214749.0,
"step": 1420
},
{
"entropy": 0.5057537339627742,
"epoch": 7.5664185277088505,
"grad_norm": 1.140625,
"learning_rate": 2.959278306710409e-06,
"loss": 0.5029214382171631,
"mean_token_accuracy": 0.8521661214530468,
"num_tokens": 101926434.0,
"step": 1430
},
{
"entropy": 0.5102150899358093,
"epoch": 7.619354838709677,
"grad_norm": 1.1328125,
"learning_rate": 2.838674113049884e-06,
"loss": 0.5092745780944824,
"mean_token_accuracy": 0.8507832719013095,
"num_tokens": 102638578.0,
"step": 1440
},
{
"entropy": 0.5191028297878801,
"epoch": 7.672291149710505,
"grad_norm": 1.140625,
"learning_rate": 2.7201711992619873e-06,
"loss": 0.5185222625732422,
"mean_token_accuracy": 0.849537917971611,
"num_tokens": 103358219.0,
"step": 1450
},
{
"entropy": 0.5148415211588144,
"epoch": 7.725227460711332,
"grad_norm": 1.109375,
"learning_rate": 2.6038043365317643e-06,
"loss": 0.5099134922027588,
"mean_token_accuracy": 0.8513738945126533,
"num_tokens": 104064920.0,
"step": 1460
},
{
"entropy": 0.5042823067866266,
"epoch": 7.778163771712158,
"grad_norm": 1.109375,
"learning_rate": 2.489607669283088e-06,
"loss": 0.5005523681640625,
"mean_token_accuracy": 0.8534011922776699,
"num_tokens": 104774666.0,
"step": 1470
},
{
"entropy": 0.5115070443600416,
"epoch": 7.831100082712986,
"grad_norm": 1.1484375,
"learning_rate": 2.3776147051599518e-06,
"loss": 0.5110672950744629,
"mean_token_accuracy": 0.8511148374527693,
"num_tokens": 105479403.0,
"step": 1480
},
{
"entropy": 0.5202959575690329,
"epoch": 7.884036393713813,
"grad_norm": 1.109375,
"learning_rate": 2.2678583051946733e-06,
"loss": 0.5226257801055908,
"mean_token_accuracy": 0.8490624286234378,
"num_tokens": 106198229.0,
"step": 1490
},
{
"entropy": 0.5219967384822667,
"epoch": 7.93697270471464,
"grad_norm": 1.203125,
"learning_rate": 2.1603706741657803e-06,
"loss": 0.5207705020904541,
"mean_token_accuracy": 0.8481754407286644,
"num_tokens": 106903767.0,
"step": 1500
},
{
"entropy": 0.5128119274973869,
"epoch": 7.989909015715467,
"grad_norm": 1.109375,
"learning_rate": 2.055183351148463e-06,
"loss": 0.5103421211242676,
"mean_token_accuracy": 0.850516995228827,
"num_tokens": 107612975.0,
"step": 1510
},
{
"entropy": 0.5038839411284269,
"epoch": 8.042349048800661,
"grad_norm": 1.125,
"learning_rate": 1.9523272002603745e-06,
"loss": 0.5004650115966797,
"mean_token_accuracy": 0.853232373762582,
"num_tokens": 108320998.0,
"step": 1520
},
{
"entropy": 0.5100298066623509,
"epoch": 8.095285359801489,
"grad_norm": 1.171875,
"learning_rate": 1.8518324016054601e-06,
"loss": 0.5064547538757325,
"mean_token_accuracy": 0.8520022116601467,
"num_tokens": 109032408.0,
"step": 1530
},
{
"entropy": 0.51362031288445,
"epoch": 8.148221670802316,
"grad_norm": 1.1640625,
"learning_rate": 1.7537284424184852e-06,
"loss": 0.5118602752685547,
"mean_token_accuracy": 0.8505887657403945,
"num_tokens": 109748057.0,
"step": 1540
},
{
"entropy": 0.5209537568502128,
"epoch": 8.201157981803144,
"grad_norm": 1.1484375,
"learning_rate": 1.658044108412905e-06,
"loss": 0.517811393737793,
"mean_token_accuracy": 0.8487363727763295,
"num_tokens": 110462975.0,
"step": 1550
},
{
"entropy": 0.5127804886549712,
"epoch": 8.25409429280397,
"grad_norm": 1.171875,
"learning_rate": 1.564807475334509e-06,
"loss": 0.5130415439605713,
"mean_token_accuracy": 0.8503114173188806,
"num_tokens": 111178903.0,
"step": 1560
},
{
"entropy": 0.5188280244357883,
"epoch": 8.307030603804797,
"grad_norm": 1.203125,
"learning_rate": 1.4740459007234498e-06,
"loss": 0.5185968399047851,
"mean_token_accuracy": 0.8486667726188898,
"num_tokens": 111897536.0,
"step": 1570
},
{
"entropy": 0.5110513370484113,
"epoch": 8.359966914805625,
"grad_norm": 1.1484375,
"learning_rate": 1.3857860158869696e-06,
"loss": 0.5104970455169677,
"mean_token_accuracy": 0.8507039345800876,
"num_tokens": 112605102.0,
"step": 1580
},
{
"entropy": 0.515809912700206,
"epoch": 8.412903225806451,
"grad_norm": 1.125,
"learning_rate": 1.3000537180852213e-06,
"loss": 0.5132129669189454,
"mean_token_accuracy": 0.8504124451428652,
"num_tokens": 113325128.0,
"step": 1590
},
{
"entropy": 0.5137974722310901,
"epoch": 8.465839536807279,
"grad_norm": 1.1171875,
"learning_rate": 1.2168741629324944e-06,
"loss": 0.5105469226837158,
"mean_token_accuracy": 0.8514914209023118,
"num_tokens": 114034422.0,
"step": 1600
},
{
"entropy": 0.49651987878605724,
"epoch": 8.518775847808106,
"grad_norm": 1.1328125,
"learning_rate": 1.1362717570160387e-06,
"loss": 0.4945973873138428,
"mean_token_accuracy": 0.8543671565130353,
"num_tokens": 114750388.0,
"step": 1610
},
{
"entropy": 0.5087006632238626,
"epoch": 8.571712158808934,
"grad_norm": 1.15625,
"learning_rate": 1.0582701507346582e-06,
"loss": 0.5052749156951905,
"mean_token_accuracy": 0.8516966653987765,
"num_tokens": 115466046.0,
"step": 1620
},
{
"entropy": 0.5140711238607765,
"epoch": 8.62464846980976,
"grad_norm": 1.1484375,
"learning_rate": 9.828922313592227e-07,
"loss": 0.5126253604888916,
"mean_token_accuracy": 0.8507738070562482,
"num_tokens": 116185312.0,
"step": 1630
},
{
"entropy": 0.511335510481149,
"epoch": 8.677584780810587,
"grad_norm": 1.171875,
"learning_rate": 9.10160116317047e-07,
"loss": 0.5096184253692627,
"mean_token_accuracy": 0.8509457372128963,
"num_tokens": 116903441.0,
"step": 1640
},
{
"entropy": 0.5210565337911248,
"epoch": 8.730521091811415,
"grad_norm": 1.15625,
"learning_rate": 8.400951467022067e-07,
"loss": 0.520634937286377,
"mean_token_accuracy": 0.8484291834756732,
"num_tokens": 117609009.0,
"step": 1650
},
{
"entropy": 0.512825894355774,
"epoch": 8.78345740281224,
"grad_norm": 1.1484375,
"learning_rate": 7.727178810136094e-07,
"loss": 0.509746503829956,
"mean_token_accuracy": 0.8509014787152409,
"num_tokens": 118312265.0,
"step": 1660
},
{
"entropy": 0.5040128762833774,
"epoch": 8.836393713813068,
"grad_norm": 1.109375,
"learning_rate": 7.080480891227126e-07,
"loss": 0.5000125408172608,
"mean_token_accuracy": 0.8538393141701818,
"num_tokens": 119025289.0,
"step": 1670
},
{
"entropy": 0.5164961713366211,
"epoch": 8.889330024813896,
"grad_norm": 1.125,
"learning_rate": 6.461047464726433e-07,
"loss": 0.5159685134887695,
"mean_token_accuracy": 0.8503626996651292,
"num_tokens": 119739051.0,
"step": 1680
},
{
"entropy": 0.5125316453166306,
"epoch": 8.942266335814724,
"grad_norm": 1.1953125,
"learning_rate": 5.869060285104089e-07,
"loss": 0.512110424041748,
"mean_token_accuracy": 0.8507427591830492,
"num_tokens": 120447293.0,
"step": 1690
},
{
"entropy": 0.5029088127426803,
"epoch": 8.99520264681555,
"grad_norm": 1.0703125,
"learning_rate": 5.304693053538434e-07,
"loss": 0.5010025978088379,
"mean_token_accuracy": 0.8526629090309144,
"num_tokens": 121152193.0,
"step": 1700
},
{
"entropy": 0.5036710680283206,
"epoch": 9.047642679900745,
"grad_norm": 1.5234375,
"learning_rate": 4.768111366948736e-07,
"loss": 0.501908826828003,
"mean_token_accuracy": 0.8532915790374347,
"num_tokens": 121857419.0,
"step": 1710
},
{
"entropy": 0.5134924652986228,
"epoch": 9.100578990901571,
"grad_norm": 1.25,
"learning_rate": 4.2594726694055397e-07,
"loss": 0.5120198249816894,
"mean_token_accuracy": 0.8511697359383106,
"num_tokens": 122583636.0,
"step": 1720
},
{
"entropy": 0.5101554320193827,
"epoch": 9.153515301902399,
"grad_norm": 1.140625,
"learning_rate": 3.778926205933342e-07,
"loss": 0.5077533721923828,
"mean_token_accuracy": 0.8517538851127029,
"num_tokens": 123297381.0,
"step": 1730
},
{
"entropy": 0.5169664960354566,
"epoch": 9.206451612903226,
"grad_norm": 1.1328125,
"learning_rate": 3.3266129787191015e-07,
"loss": 0.5152172088623047,
"mean_token_accuracy": 0.8497943015769124,
"num_tokens": 124011276.0,
"step": 1740
},
{
"entropy": 0.5125159340910613,
"epoch": 9.259387923904052,
"grad_norm": 1.1640625,
"learning_rate": 2.9026657057392715e-07,
"loss": 0.5099777221679688,
"mean_token_accuracy": 0.851446901448071,
"num_tokens": 124728740.0,
"step": 1750
},
{
"entropy": 0.5071758638136089,
"epoch": 9.31232423490488,
"grad_norm": 1.1640625,
"learning_rate": 2.507208781817638e-07,
"loss": 0.5061943531036377,
"mean_token_accuracy": 0.8509785430505872,
"num_tokens": 125444088.0,
"step": 1760
},
{
"entropy": 0.5091351515613496,
"epoch": 9.365260545905707,
"grad_norm": 1.15625,
"learning_rate": 2.1403582421253398e-07,
"loss": 0.5047785758972168,
"mean_token_accuracy": 0.8519781129434705,
"num_tokens": 126153025.0,
"step": 1770
},
{
"entropy": 0.5079080010764301,
"epoch": 9.418196856906535,
"grad_norm": 1.1484375,
"learning_rate": 1.8022217281336908e-07,
"loss": 0.5062648773193359,
"mean_token_accuracy": 0.8518396150320768,
"num_tokens": 126874049.0,
"step": 1780
},
{
"entropy": 0.5084890386089682,
"epoch": 9.471133167907361,
"grad_norm": 1.09375,
"learning_rate": 1.4928984560301006e-07,
"loss": 0.5026658535003662,
"mean_token_accuracy": 0.8528311153873801,
"num_tokens": 127587154.0,
"step": 1790
},
{
"entropy": 0.5195510504767299,
"epoch": 9.524069478908189,
"grad_norm": 1.1015625,
"learning_rate": 1.212479187605897e-07,
"loss": 0.5181485652923584,
"mean_token_accuracy": 0.8493357080966234,
"num_tokens": 128290741.0,
"step": 1800
},
{
"entropy": 0.5159352781251073,
"epoch": 9.577005789909016,
"grad_norm": 1.1796875,
"learning_rate": 9.610462036249823e-08,
"loss": 0.5147523403167724,
"mean_token_accuracy": 0.8493468537926674,
"num_tokens": 129010702.0,
"step": 1810
},
{
"entropy": 0.5064713466912508,
"epoch": 9.629942100909842,
"grad_norm": 1.1328125,
"learning_rate": 7.386732796810014e-08,
"loss": 0.5044877052307128,
"mean_token_accuracy": 0.8523369859904051,
"num_tokens": 129724831.0,
"step": 1820
},
{
"entropy": 0.5084437859244645,
"epoch": 9.68287841191067,
"grad_norm": 1.140625,
"learning_rate": 5.454256645500477e-08,
"loss": 0.5059144973754883,
"mean_token_accuracy": 0.8517411896958947,
"num_tokens": 130432884.0,
"step": 1830
},
{
"entropy": 0.518665280751884,
"epoch": 9.735814722911497,
"grad_norm": 1.1484375,
"learning_rate": 3.8136006104533276e-08,
"loss": 0.5166204452514649,
"mean_token_accuracy": 0.8493583101779223,
"num_tokens": 131154186.0,
"step": 1840
},
{
"entropy": 0.5102572640404105,
"epoch": 9.788751033912325,
"grad_norm": 1.1796875,
"learning_rate": 2.4652460937941714e-08,
"loss": 0.5090443134307862,
"mean_token_accuracy": 0.8509866768494249,
"num_tokens": 131867648.0,
"step": 1850
},
{
"entropy": 0.5133054099045694,
"epoch": 9.84168734491315,
"grad_norm": 1.125,
"learning_rate": 1.4095887303888778e-08,
"loss": 0.5111370086669922,
"mean_token_accuracy": 0.8502802401781082,
"num_tokens": 132562489.0,
"step": 1860
},
{
"entropy": 0.5081644008867443,
"epoch": 9.894623655913978,
"grad_norm": 1.1796875,
"learning_rate": 6.469382717563255e-09,
"loss": 0.5059957027435302,
"mean_token_accuracy": 0.8521056715399027,
"num_tokens": 133272125.0,
"step": 1870
},
{
"entropy": 0.5070097131654621,
"epoch": 9.947559966914806,
"grad_norm": 1.15625,
"learning_rate": 1.775184951806619e-09,
"loss": 0.505557632446289,
"mean_token_accuracy": 0.8517521150410176,
"num_tokens": 133981204.0,
"step": 1880
},
{
"entropy": 0.5107753489295767,
"epoch": 10.0,
"grad_norm": 1.234375,
"learning_rate": 1.4671380509367893e-11,
"loss": 0.509831428527832,
"mean_token_accuracy": 0.8506396452335153,
"num_tokens": 134689470.0,
"step": 1890
}
],
"logging_steps": 10,
"max_steps": 1890,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.6360874475383685e+18,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}