lemingshen's picture
new model
6f11f76
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.129305477131564,
"eval_steps": 500,
"global_step": 5000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00564652738565782,
"grad_norm": 0.0635828971862793,
"learning_rate": 1.2531328320802006e-05,
"loss": 1.3836,
"step": 25
},
{
"epoch": 0.01129305477131564,
"grad_norm": 0.2005225569009781,
"learning_rate": 2.506265664160401e-05,
"loss": 1.6497,
"step": 50
},
{
"epoch": 0.01693958215697346,
"grad_norm": 0.07235410064458847,
"learning_rate": 3.759398496240601e-05,
"loss": 1.1768,
"step": 75
},
{
"epoch": 0.02258610954263128,
"grad_norm": 0.17648495733737946,
"learning_rate": 5.012531328320802e-05,
"loss": 1.2146,
"step": 100
},
{
"epoch": 0.028232636928289104,
"grad_norm": 0.06953724473714828,
"learning_rate": 6.265664160401002e-05,
"loss": 0.8725,
"step": 125
},
{
"epoch": 0.03387916431394692,
"grad_norm": 0.12059248238801956,
"learning_rate": 7.518796992481203e-05,
"loss": 0.7548,
"step": 150
},
{
"epoch": 0.039525691699604744,
"grad_norm": 0.0689113661646843,
"learning_rate": 8.771929824561403e-05,
"loss": 0.7917,
"step": 175
},
{
"epoch": 0.04517221908526256,
"grad_norm": 0.16621273756027222,
"learning_rate": 0.00010025062656641604,
"loss": 0.6985,
"step": 200
},
{
"epoch": 0.050818746470920384,
"grad_norm": 0.07838872820138931,
"learning_rate": 0.00011278195488721806,
"loss": 0.7874,
"step": 225
},
{
"epoch": 0.05646527385657821,
"grad_norm": 0.11714337766170502,
"learning_rate": 0.00012531328320802005,
"loss": 0.689,
"step": 250
},
{
"epoch": 0.062111801242236024,
"grad_norm": 0.07283364981412888,
"learning_rate": 0.00013784461152882208,
"loss": 0.7719,
"step": 275
},
{
"epoch": 0.06775832862789384,
"grad_norm": 0.1499466449022293,
"learning_rate": 0.00015037593984962405,
"loss": 0.655,
"step": 300
},
{
"epoch": 0.07340485601355166,
"grad_norm": 0.08195521682500839,
"learning_rate": 0.00016290726817042608,
"loss": 0.7508,
"step": 325
},
{
"epoch": 0.07905138339920949,
"grad_norm": 0.1490202099084854,
"learning_rate": 0.00017543859649122806,
"loss": 0.6372,
"step": 350
},
{
"epoch": 0.08469791078486731,
"grad_norm": 0.1617508977651596,
"learning_rate": 0.00018796992481203009,
"loss": 0.7396,
"step": 375
},
{
"epoch": 0.09034443817052512,
"grad_norm": 0.180181622505188,
"learning_rate": 0.00019999999702625888,
"loss": 0.6318,
"step": 400
},
{
"epoch": 0.09599096555618294,
"grad_norm": 0.08272858709096909,
"learning_rate": 0.00019999798975772924,
"loss": 0.724,
"step": 425
},
{
"epoch": 0.10163749294184077,
"grad_norm": 0.120403952896595,
"learning_rate": 0.00019999226539902187,
"loss": 0.6271,
"step": 450
},
{
"epoch": 0.10728402032749859,
"grad_norm": 0.07971920073032379,
"learning_rate": 0.00019998282416292055,
"loss": 0.7256,
"step": 475
},
{
"epoch": 0.11293054771315642,
"grad_norm": 0.1328658014535904,
"learning_rate": 0.00019996966640037166,
"loss": 0.6231,
"step": 500
},
{
"epoch": 0.11857707509881422,
"grad_norm": 0.07475866377353668,
"learning_rate": 0.00019995279260047092,
"loss": 0.7251,
"step": 525
},
{
"epoch": 0.12422360248447205,
"grad_norm": 0.1371573656797409,
"learning_rate": 0.00019993220339044524,
"loss": 0.5907,
"step": 550
},
{
"epoch": 0.12987012987012986,
"grad_norm": 0.07268711924552917,
"learning_rate": 0.00019990789953562961,
"loss": 0.7304,
"step": 575
},
{
"epoch": 0.13551665725578768,
"grad_norm": 0.14224526286125183,
"learning_rate": 0.0001998798819394383,
"loss": 0.5931,
"step": 600
},
{
"epoch": 0.1411631846414455,
"grad_norm": 0.0803467407822609,
"learning_rate": 0.00019984815164333163,
"loss": 0.7076,
"step": 625
},
{
"epoch": 0.14680971202710333,
"grad_norm": 0.12445727735757828,
"learning_rate": 0.00019981270982677698,
"loss": 0.5566,
"step": 650
},
{
"epoch": 0.15245623941276115,
"grad_norm": 0.07665792107582092,
"learning_rate": 0.00019977355780720514,
"loss": 0.6985,
"step": 675
},
{
"epoch": 0.15810276679841898,
"grad_norm": 0.13053999841213226,
"learning_rate": 0.00019973069703996125,
"loss": 0.5901,
"step": 700
},
{
"epoch": 0.1637492941840768,
"grad_norm": 0.07512692362070084,
"learning_rate": 0.00019968412911825067,
"loss": 0.7184,
"step": 725
},
{
"epoch": 0.16939582156973462,
"grad_norm": 0.12033283710479736,
"learning_rate": 0.00019963385577307987,
"loss": 0.6013,
"step": 750
},
{
"epoch": 0.17504234895539245,
"grad_norm": 0.0809774249792099,
"learning_rate": 0.000199579878873192,
"loss": 0.7054,
"step": 775
},
{
"epoch": 0.18068887634105024,
"grad_norm": 0.12490582466125488,
"learning_rate": 0.0001995222004249974,
"loss": 0.5714,
"step": 800
},
{
"epoch": 0.18633540372670807,
"grad_norm": 0.08289226144552231,
"learning_rate": 0.00019946082257249912,
"loss": 0.7304,
"step": 825
},
{
"epoch": 0.1919819311123659,
"grad_norm": 0.14385385811328888,
"learning_rate": 0.00019939574759721316,
"loss": 0.5639,
"step": 850
},
{
"epoch": 0.1976284584980237,
"grad_norm": 0.07623141258955002,
"learning_rate": 0.00019932697791808366,
"loss": 0.7126,
"step": 875
},
{
"epoch": 0.20327498588368154,
"grad_norm": 0.11150185018777847,
"learning_rate": 0.000199254516091393,
"loss": 0.5903,
"step": 900
},
{
"epoch": 0.20892151326933936,
"grad_norm": 0.07193930447101593,
"learning_rate": 0.00019917836481066675,
"loss": 0.6952,
"step": 925
},
{
"epoch": 0.21456804065499718,
"grad_norm": 0.11242598295211792,
"learning_rate": 0.00019909852690657359,
"loss": 0.5853,
"step": 950
},
{
"epoch": 0.220214568040655,
"grad_norm": 0.07508910447359085,
"learning_rate": 0.0001990150053468201,
"loss": 0.6969,
"step": 975
},
{
"epoch": 0.22586109542631283,
"grad_norm": 0.11998436599969864,
"learning_rate": 0.00019892780323604035,
"loss": 0.5791,
"step": 1000
},
{
"epoch": 0.23150762281197063,
"grad_norm": 0.07748444378376007,
"learning_rate": 0.0001988369238156806,
"loss": 0.7038,
"step": 1025
},
{
"epoch": 0.23715415019762845,
"grad_norm": 0.19617140293121338,
"learning_rate": 0.0001987423704638788,
"loss": 0.5792,
"step": 1050
},
{
"epoch": 0.24280067758328627,
"grad_norm": 0.08167731016874313,
"learning_rate": 0.00019864414669533892,
"loss": 0.6989,
"step": 1075
},
{
"epoch": 0.2484472049689441,
"grad_norm": 0.11911099404096603,
"learning_rate": 0.00019854225616120044,
"loss": 0.5985,
"step": 1100
},
{
"epoch": 0.2540937323546019,
"grad_norm": 0.0718325674533844,
"learning_rate": 0.0001984367026489025,
"loss": 0.6853,
"step": 1125
},
{
"epoch": 0.2597402597402597,
"grad_norm": 0.12495870143175125,
"learning_rate": 0.0001983274900820432,
"loss": 0.5738,
"step": 1150
},
{
"epoch": 0.26538678712591757,
"grad_norm": 0.08245467394590378,
"learning_rate": 0.0001982146225202338,
"loss": 0.6766,
"step": 1175
},
{
"epoch": 0.27103331451157536,
"grad_norm": 0.11854438483715057,
"learning_rate": 0.00019809810415894767,
"loss": 0.5828,
"step": 1200
},
{
"epoch": 0.2766798418972332,
"grad_norm": 0.07968372851610184,
"learning_rate": 0.0001979779393293644,
"loss": 0.6901,
"step": 1225
},
{
"epoch": 0.282326369282891,
"grad_norm": 0.13610929250717163,
"learning_rate": 0.00019785413249820893,
"loss": 0.554,
"step": 1250
},
{
"epoch": 0.28797289666854886,
"grad_norm": 0.08099998533725739,
"learning_rate": 0.00019772668826758527,
"loss": 0.6615,
"step": 1275
},
{
"epoch": 0.29361942405420666,
"grad_norm": 0.10878365486860275,
"learning_rate": 0.0001975956113748057,
"loss": 0.547,
"step": 1300
},
{
"epoch": 0.2992659514398645,
"grad_norm": 0.0784253254532814,
"learning_rate": 0.0001974609066922144,
"loss": 0.6589,
"step": 1325
},
{
"epoch": 0.3049124788255223,
"grad_norm": 0.10678227245807648,
"learning_rate": 0.00019732257922700655,
"loss": 0.5443,
"step": 1350
},
{
"epoch": 0.3105590062111801,
"grad_norm": 0.07781955599784851,
"learning_rate": 0.00019718063412104222,
"loss": 0.6798,
"step": 1375
},
{
"epoch": 0.31620553359683795,
"grad_norm": 0.12910470366477966,
"learning_rate": 0.00019703507665065498,
"loss": 0.54,
"step": 1400
},
{
"epoch": 0.32185206098249575,
"grad_norm": 0.08442296832799911,
"learning_rate": 0.00019688591222645607,
"loss": 0.6998,
"step": 1425
},
{
"epoch": 0.3274985883681536,
"grad_norm": 0.10945732891559601,
"learning_rate": 0.00019673314639313315,
"loss": 0.5576,
"step": 1450
},
{
"epoch": 0.3331451157538114,
"grad_norm": 0.07373673468828201,
"learning_rate": 0.00019657678482924406,
"loss": 0.709,
"step": 1475
},
{
"epoch": 0.33879164313946925,
"grad_norm": 0.10061786323785782,
"learning_rate": 0.00019641683334700608,
"loss": 0.5329,
"step": 1500
},
{
"epoch": 0.34443817052512704,
"grad_norm": 0.08854890614748001,
"learning_rate": 0.00019625329789207949,
"loss": 0.6753,
"step": 1525
},
{
"epoch": 0.3500846979107849,
"grad_norm": 0.11869047582149506,
"learning_rate": 0.00019608618454334685,
"loss": 0.54,
"step": 1550
},
{
"epoch": 0.3557312252964427,
"grad_norm": 0.0819987803697586,
"learning_rate": 0.00019591549951268692,
"loss": 0.683,
"step": 1575
},
{
"epoch": 0.3613777526821005,
"grad_norm": 0.10941476374864578,
"learning_rate": 0.00019574124914474374,
"loss": 0.5713,
"step": 1600
},
{
"epoch": 0.36702428006775834,
"grad_norm": 0.0801759734749794,
"learning_rate": 0.00019556343991669083,
"loss": 0.6494,
"step": 1625
},
{
"epoch": 0.37267080745341613,
"grad_norm": 0.11291850358247757,
"learning_rate": 0.0001953820784379904,
"loss": 0.5428,
"step": 1650
},
{
"epoch": 0.378317334839074,
"grad_norm": 0.0784342810511589,
"learning_rate": 0.00019519717145014765,
"loss": 0.6789,
"step": 1675
},
{
"epoch": 0.3839638622247318,
"grad_norm": 0.11995444446802139,
"learning_rate": 0.00019500872582646034,
"loss": 0.5409,
"step": 1700
},
{
"epoch": 0.38961038961038963,
"grad_norm": 0.10059577226638794,
"learning_rate": 0.00019481674857176293,
"loss": 0.6887,
"step": 1725
},
{
"epoch": 0.3952569169960474,
"grad_norm": 0.11123017966747284,
"learning_rate": 0.0001946212468221666,
"loss": 0.5482,
"step": 1750
},
{
"epoch": 0.4009034443817053,
"grad_norm": 0.0788169875741005,
"learning_rate": 0.00019442222784479382,
"loss": 0.6577,
"step": 1775
},
{
"epoch": 0.40654997176736307,
"grad_norm": 0.09987206757068634,
"learning_rate": 0.0001942196990375081,
"loss": 0.5353,
"step": 1800
},
{
"epoch": 0.41219649915302087,
"grad_norm": 0.081305131316185,
"learning_rate": 0.00019401366792863914,
"loss": 0.6757,
"step": 1825
},
{
"epoch": 0.4178430265386787,
"grad_norm": 0.11595868319272995,
"learning_rate": 0.00019380414217670309,
"loss": 0.5306,
"step": 1850
},
{
"epoch": 0.4234895539243365,
"grad_norm": 0.08652087301015854,
"learning_rate": 0.00019359112957011764,
"loss": 0.6634,
"step": 1875
},
{
"epoch": 0.42913608130999437,
"grad_norm": 0.1181817501783371,
"learning_rate": 0.00019337463802691264,
"loss": 0.5465,
"step": 1900
},
{
"epoch": 0.43478260869565216,
"grad_norm": 0.08145532757043839,
"learning_rate": 0.00019315467559443574,
"loss": 0.6639,
"step": 1925
},
{
"epoch": 0.44042913608131,
"grad_norm": 0.10263626277446747,
"learning_rate": 0.0001929312504490533,
"loss": 0.5418,
"step": 1950
},
{
"epoch": 0.4460756634669678,
"grad_norm": 0.07672405242919922,
"learning_rate": 0.00019270437089584635,
"loss": 0.6547,
"step": 1975
},
{
"epoch": 0.45172219085262566,
"grad_norm": 0.0984482392668724,
"learning_rate": 0.00019247404536830204,
"loss": 0.5321,
"step": 2000
},
{
"epoch": 0.45736871823828346,
"grad_norm": 0.08558057248592377,
"learning_rate": 0.00019224028242800006,
"loss": 0.6657,
"step": 2025
},
{
"epoch": 0.46301524562394125,
"grad_norm": 0.10624836385250092,
"learning_rate": 0.00019200309076429438,
"loss": 0.5542,
"step": 2050
},
{
"epoch": 0.4686617730095991,
"grad_norm": 0.08049538731575012,
"learning_rate": 0.00019176247919399023,
"loss": 0.6389,
"step": 2075
},
{
"epoch": 0.4743083003952569,
"grad_norm": 0.11163744330406189,
"learning_rate": 0.00019151845666101646,
"loss": 0.5382,
"step": 2100
},
{
"epoch": 0.47995482778091475,
"grad_norm": 0.07694784551858902,
"learning_rate": 0.00019127103223609307,
"loss": 0.6345,
"step": 2125
},
{
"epoch": 0.48560135516657255,
"grad_norm": 0.11501342058181763,
"learning_rate": 0.0001910202151163939,
"loss": 0.5303,
"step": 2150
},
{
"epoch": 0.4912478825522304,
"grad_norm": 0.08532056957483292,
"learning_rate": 0.00019076601462520492,
"loss": 0.666,
"step": 2175
},
{
"epoch": 0.4968944099378882,
"grad_norm": 0.09018545597791672,
"learning_rate": 0.00019050844021157752,
"loss": 0.5363,
"step": 2200
},
{
"epoch": 0.502540937323546,
"grad_norm": 0.08757849037647247,
"learning_rate": 0.00019024750144997746,
"loss": 0.6684,
"step": 2225
},
{
"epoch": 0.5081874647092038,
"grad_norm": 0.09418553113937378,
"learning_rate": 0.00018998320803992872,
"loss": 0.565,
"step": 2250
},
{
"epoch": 0.5138339920948617,
"grad_norm": 0.10246949642896652,
"learning_rate": 0.00018971556980565329,
"loss": 0.6524,
"step": 2275
},
{
"epoch": 0.5194805194805194,
"grad_norm": 0.12446881830692291,
"learning_rate": 0.00018944459669570555,
"loss": 0.5447,
"step": 2300
},
{
"epoch": 0.5251270468661773,
"grad_norm": 0.08439560234546661,
"learning_rate": 0.00018917029878260294,
"loss": 0.673,
"step": 2325
},
{
"epoch": 0.5307735742518351,
"grad_norm": 0.1195409968495369,
"learning_rate": 0.00018889268626245116,
"loss": 0.51,
"step": 2350
},
{
"epoch": 0.536420101637493,
"grad_norm": 0.09150119870901108,
"learning_rate": 0.0001886117694545654,
"loss": 0.6631,
"step": 2375
},
{
"epoch": 0.5420666290231507,
"grad_norm": 0.10301247239112854,
"learning_rate": 0.0001883275588010866,
"loss": 0.5257,
"step": 2400
},
{
"epoch": 0.5477131564088086,
"grad_norm": 0.08086048811674118,
"learning_rate": 0.00018804006486659346,
"loss": 0.6305,
"step": 2425
},
{
"epoch": 0.5533596837944664,
"grad_norm": 0.10540500283241272,
"learning_rate": 0.0001877492983377096,
"loss": 0.5607,
"step": 2450
},
{
"epoch": 0.5590062111801242,
"grad_norm": 0.0777876153588295,
"learning_rate": 0.00018745527002270634,
"loss": 0.6413,
"step": 2475
},
{
"epoch": 0.564652738565782,
"grad_norm": 0.10727331042289734,
"learning_rate": 0.00018715799085110112,
"loss": 0.5206,
"step": 2500
},
{
"epoch": 0.5702992659514399,
"grad_norm": 0.09144891798496246,
"learning_rate": 0.0001868574718732508,
"loss": 0.6655,
"step": 2525
},
{
"epoch": 0.5759457933370977,
"grad_norm": 0.08949702978134155,
"learning_rate": 0.00018655372425994152,
"loss": 0.5358,
"step": 2550
},
{
"epoch": 0.5815923207227555,
"grad_norm": 0.08744482696056366,
"learning_rate": 0.0001862467593019728,
"loss": 0.6396,
"step": 2575
},
{
"epoch": 0.5872388481084133,
"grad_norm": 0.10931294411420822,
"learning_rate": 0.0001859365884097384,
"loss": 0.5132,
"step": 2600
},
{
"epoch": 0.5928853754940712,
"grad_norm": 0.07518015056848526,
"learning_rate": 0.00018562322311280186,
"loss": 0.6378,
"step": 2625
},
{
"epoch": 0.598531902879729,
"grad_norm": 0.09787683933973312,
"learning_rate": 0.000185306675059468,
"loss": 0.5272,
"step": 2650
},
{
"epoch": 0.6041784302653868,
"grad_norm": 0.08679146319627762,
"learning_rate": 0.00018498695601634993,
"loss": 0.6486,
"step": 2675
},
{
"epoch": 0.6098249576510446,
"grad_norm": 0.10611116141080856,
"learning_rate": 0.00018466407786793174,
"loss": 0.5237,
"step": 2700
},
{
"epoch": 0.6154714850367025,
"grad_norm": 0.0772860199213028,
"learning_rate": 0.00018433805261612663,
"loss": 0.6526,
"step": 2725
},
{
"epoch": 0.6211180124223602,
"grad_norm": 0.1005689725279808,
"learning_rate": 0.00018400889237983086,
"loss": 0.5297,
"step": 2750
},
{
"epoch": 0.626764539808018,
"grad_norm": 0.08322805911302567,
"learning_rate": 0.00018367660939447316,
"loss": 0.6448,
"step": 2775
},
{
"epoch": 0.6324110671936759,
"grad_norm": 0.10492440313100815,
"learning_rate": 0.00018334121601156002,
"loss": 0.493,
"step": 2800
},
{
"epoch": 0.6380575945793338,
"grad_norm": 0.08439356088638306,
"learning_rate": 0.00018300272469821662,
"loss": 0.6421,
"step": 2825
},
{
"epoch": 0.6437041219649915,
"grad_norm": 0.11175478994846344,
"learning_rate": 0.00018266114803672318,
"loss": 0.5293,
"step": 2850
},
{
"epoch": 0.6493506493506493,
"grad_norm": 0.07700271904468536,
"learning_rate": 0.00018231649872404754,
"loss": 0.6506,
"step": 2875
},
{
"epoch": 0.6549971767363072,
"grad_norm": 0.08704936504364014,
"learning_rate": 0.00018196878957137295,
"loss": 0.5091,
"step": 2900
},
{
"epoch": 0.6606437041219649,
"grad_norm": 0.0863596498966217,
"learning_rate": 0.00018161803350362198,
"loss": 0.6531,
"step": 2925
},
{
"epoch": 0.6662902315076228,
"grad_norm": 0.11374282091856003,
"learning_rate": 0.00018126424355897612,
"loss": 0.5389,
"step": 2950
},
{
"epoch": 0.6719367588932806,
"grad_norm": 0.08936896920204163,
"learning_rate": 0.000180907432888391,
"loss": 0.6267,
"step": 2975
},
{
"epoch": 0.6775832862789385,
"grad_norm": 0.08924362808465958,
"learning_rate": 0.0001805476147551076,
"loss": 0.4882,
"step": 3000
},
{
"epoch": 0.6832298136645962,
"grad_norm": 0.08161070942878723,
"learning_rate": 0.0001801848025341593,
"loss": 0.6502,
"step": 3025
},
{
"epoch": 0.6888763410502541,
"grad_norm": 0.11261451989412308,
"learning_rate": 0.00017981900971187465,
"loss": 0.5241,
"step": 3050
},
{
"epoch": 0.6945228684359119,
"grad_norm": 0.0859522670507431,
"learning_rate": 0.00017945024988537603,
"loss": 0.6413,
"step": 3075
},
{
"epoch": 0.7001693958215698,
"grad_norm": 0.11650535464286804,
"learning_rate": 0.0001790785367620743,
"loss": 0.519,
"step": 3100
},
{
"epoch": 0.7058159232072275,
"grad_norm": 0.09202492237091064,
"learning_rate": 0.00017870388415915922,
"loss": 0.6212,
"step": 3125
},
{
"epoch": 0.7114624505928854,
"grad_norm": 0.1048663780093193,
"learning_rate": 0.00017832630600308585,
"loss": 0.5266,
"step": 3150
},
{
"epoch": 0.7171089779785432,
"grad_norm": 0.08784987032413483,
"learning_rate": 0.00017794581632905683,
"loss": 0.6214,
"step": 3175
},
{
"epoch": 0.722755505364201,
"grad_norm": 0.10895237326622009,
"learning_rate": 0.00017756242928050085,
"loss": 0.5059,
"step": 3200
},
{
"epoch": 0.7284020327498588,
"grad_norm": 0.09365130960941315,
"learning_rate": 0.0001771761591085467,
"loss": 0.6529,
"step": 3225
},
{
"epoch": 0.7340485601355167,
"grad_norm": 0.1045169085264206,
"learning_rate": 0.0001767870201714936,
"loss": 0.5229,
"step": 3250
},
{
"epoch": 0.7396950875211745,
"grad_norm": 0.08621610701084137,
"learning_rate": 0.0001763950269342776,
"loss": 0.6489,
"step": 3275
},
{
"epoch": 0.7453416149068323,
"grad_norm": 0.1039639338850975,
"learning_rate": 0.00017600019396793367,
"loss": 0.5116,
"step": 3300
},
{
"epoch": 0.7509881422924901,
"grad_norm": 0.09034851938486099,
"learning_rate": 0.00017560253594905425,
"loss": 0.6587,
"step": 3325
},
{
"epoch": 0.756634669678148,
"grad_norm": 0.10783170908689499,
"learning_rate": 0.00017520206765924372,
"loss": 0.5019,
"step": 3350
},
{
"epoch": 0.7622811970638057,
"grad_norm": 0.08911153674125671,
"learning_rate": 0.00017479880398456871,
"loss": 0.6242,
"step": 3375
},
{
"epoch": 0.7679277244494636,
"grad_norm": 0.10053360462188721,
"learning_rate": 0.00017439275991500507,
"loss": 0.4996,
"step": 3400
},
{
"epoch": 0.7735742518351214,
"grad_norm": 0.09367632865905762,
"learning_rate": 0.0001739839505438804,
"loss": 0.6347,
"step": 3425
},
{
"epoch": 0.7792207792207793,
"grad_norm": 0.09187789261341095,
"learning_rate": 0.00017357239106731317,
"loss": 0.4857,
"step": 3450
},
{
"epoch": 0.784867306606437,
"grad_norm": 0.08425033092498779,
"learning_rate": 0.00017315809678364777,
"loss": 0.6305,
"step": 3475
},
{
"epoch": 0.7905138339920948,
"grad_norm": 0.10775783658027649,
"learning_rate": 0.00017274108309288594,
"loss": 0.5013,
"step": 3500
},
{
"epoch": 0.7961603613777527,
"grad_norm": 0.082928866147995,
"learning_rate": 0.00017232136549611416,
"loss": 0.6217,
"step": 3525
},
{
"epoch": 0.8018068887634106,
"grad_norm": 0.09590538591146469,
"learning_rate": 0.00017189895959492772,
"loss": 0.4871,
"step": 3550
},
{
"epoch": 0.8074534161490683,
"grad_norm": 0.08597232401371002,
"learning_rate": 0.00017147388109085048,
"loss": 0.6298,
"step": 3575
},
{
"epoch": 0.8130999435347261,
"grad_norm": 0.10229629278182983,
"learning_rate": 0.00017104614578475135,
"loss": 0.5191,
"step": 3600
},
{
"epoch": 0.818746470920384,
"grad_norm": 0.09689701348543167,
"learning_rate": 0.0001706157695762571,
"loss": 0.6087,
"step": 3625
},
{
"epoch": 0.8243929983060417,
"grad_norm": 0.1155649945139885,
"learning_rate": 0.000170182768463161,
"loss": 0.5237,
"step": 3650
},
{
"epoch": 0.8300395256916996,
"grad_norm": 0.08635739237070084,
"learning_rate": 0.00016974715854082848,
"loss": 0.6337,
"step": 3675
},
{
"epoch": 0.8356860530773574,
"grad_norm": 0.08977790176868439,
"learning_rate": 0.00016930895600159867,
"loss": 0.4942,
"step": 3700
},
{
"epoch": 0.8413325804630153,
"grad_norm": 0.08372893184423447,
"learning_rate": 0.00016886817713418264,
"loss": 0.6224,
"step": 3725
},
{
"epoch": 0.846979107848673,
"grad_norm": 0.09409157931804657,
"learning_rate": 0.00016842483832305765,
"loss": 0.4948,
"step": 3750
},
{
"epoch": 0.8526256352343309,
"grad_norm": 0.0824190303683281,
"learning_rate": 0.00016797895604785842,
"loss": 0.6188,
"step": 3775
},
{
"epoch": 0.8582721626199887,
"grad_norm": 0.11509312689304352,
"learning_rate": 0.0001675305468827644,
"loss": 0.513,
"step": 3800
},
{
"epoch": 0.8639186900056465,
"grad_norm": 0.08958346396684647,
"learning_rate": 0.0001670796274958837,
"loss": 0.6206,
"step": 3825
},
{
"epoch": 0.8695652173913043,
"grad_norm": 0.0959952101111412,
"learning_rate": 0.00016662621464863338,
"loss": 0.4885,
"step": 3850
},
{
"epoch": 0.8752117447769622,
"grad_norm": 0.11436719447374344,
"learning_rate": 0.00016617032519511686,
"loss": 0.635,
"step": 3875
},
{
"epoch": 0.88085827216262,
"grad_norm": 0.11012863367795944,
"learning_rate": 0.00016571197608149674,
"loss": 0.4982,
"step": 3900
},
{
"epoch": 0.8865047995482778,
"grad_norm": 0.08522720634937286,
"learning_rate": 0.00016525118434536546,
"loss": 0.6105,
"step": 3925
},
{
"epoch": 0.8921513269339356,
"grad_norm": 0.11074435710906982,
"learning_rate": 0.00016478796711511171,
"loss": 0.5007,
"step": 3950
},
{
"epoch": 0.8977978543195935,
"grad_norm": 0.08319137990474701,
"learning_rate": 0.00016432234160928378,
"loss": 0.6008,
"step": 3975
},
{
"epoch": 0.9034443817052513,
"grad_norm": 0.11340347677469254,
"learning_rate": 0.00016385432513594953,
"loss": 0.502,
"step": 4000
},
{
"epoch": 0.9090909090909091,
"grad_norm": 0.08557943999767303,
"learning_rate": 0.0001633839350920531,
"loss": 0.598,
"step": 4025
},
{
"epoch": 0.9147374364765669,
"grad_norm": 0.09813399612903595,
"learning_rate": 0.00016291118896276803,
"loss": 0.5139,
"step": 4050
},
{
"epoch": 0.9203839638622248,
"grad_norm": 0.07974950224161148,
"learning_rate": 0.00016243610432084755,
"loss": 0.6227,
"step": 4075
},
{
"epoch": 0.9260304912478825,
"grad_norm": 0.09820155799388885,
"learning_rate": 0.0001619586988259712,
"loss": 0.5044,
"step": 4100
},
{
"epoch": 0.9316770186335404,
"grad_norm": 0.0881289690732956,
"learning_rate": 0.00016147899022408852,
"loss": 0.6192,
"step": 4125
},
{
"epoch": 0.9373235460191982,
"grad_norm": 0.11012347787618637,
"learning_rate": 0.00016099699634675925,
"loss": 0.508,
"step": 4150
},
{
"epoch": 0.9429700734048561,
"grad_norm": 0.0851251408457756,
"learning_rate": 0.00016051273511049065,
"loss": 0.5897,
"step": 4175
},
{
"epoch": 0.9486166007905138,
"grad_norm": 0.10288140922784805,
"learning_rate": 0.0001600262245160714,
"loss": 0.4803,
"step": 4200
},
{
"epoch": 0.9542631281761716,
"grad_norm": 0.08995950222015381,
"learning_rate": 0.0001595374826479026,
"loss": 0.6203,
"step": 4225
},
{
"epoch": 0.9599096555618295,
"grad_norm": 0.10717281699180603,
"learning_rate": 0.00015904652767332537,
"loss": 0.5068,
"step": 4250
},
{
"epoch": 0.9655561829474872,
"grad_norm": 0.08305976539850235,
"learning_rate": 0.00015855337784194577,
"loss": 0.5919,
"step": 4275
},
{
"epoch": 0.9712027103331451,
"grad_norm": 0.09328145533800125,
"learning_rate": 0.00015805805148495623,
"loss": 0.4948,
"step": 4300
},
{
"epoch": 0.9768492377188029,
"grad_norm": 0.09493458271026611,
"learning_rate": 0.00015756056701445422,
"loss": 0.6024,
"step": 4325
},
{
"epoch": 0.9824957651044608,
"grad_norm": 0.1051265150308609,
"learning_rate": 0.0001570609429227579,
"loss": 0.4991,
"step": 4350
},
{
"epoch": 0.9881422924901185,
"grad_norm": 0.09176123887300491,
"learning_rate": 0.00015655919778171862,
"loss": 0.6006,
"step": 4375
},
{
"epoch": 0.9937888198757764,
"grad_norm": 0.0787501335144043,
"learning_rate": 0.00015605535024203069,
"loss": 0.5013,
"step": 4400
},
{
"epoch": 0.9994353472614342,
"grad_norm": 0.10489033907651901,
"learning_rate": 0.00015554941903253797,
"loss": 0.5548,
"step": 4425
},
{
"epoch": 1.005081874647092,
"grad_norm": 0.08116624504327774,
"learning_rate": 0.00015504142295953783,
"loss": 0.5719,
"step": 4450
},
{
"epoch": 1.0107284020327498,
"grad_norm": 0.09656750410795212,
"learning_rate": 0.000154531380906082,
"loss": 0.4752,
"step": 4475
},
{
"epoch": 1.0163749294184077,
"grad_norm": 0.09433398395776749,
"learning_rate": 0.0001540193118312747,
"loss": 0.5796,
"step": 4500
},
{
"epoch": 1.0220214568040655,
"grad_norm": 0.10783005505800247,
"learning_rate": 0.0001535052347695678,
"loss": 0.5077,
"step": 4525
},
{
"epoch": 1.0276679841897234,
"grad_norm": 0.08784560114145279,
"learning_rate": 0.00015298916883005342,
"loss": 0.5571,
"step": 4550
},
{
"epoch": 1.0333145115753812,
"grad_norm": 0.11868823319673538,
"learning_rate": 0.00015247113319575358,
"loss": 0.5223,
"step": 4575
},
{
"epoch": 1.0389610389610389,
"grad_norm": 0.08813630044460297,
"learning_rate": 0.000151951147122907,
"loss": 0.561,
"step": 4600
},
{
"epoch": 1.0446075663466967,
"grad_norm": 0.09996681660413742,
"learning_rate": 0.0001514292299402535,
"loss": 0.5138,
"step": 4625
},
{
"epoch": 1.0502540937323546,
"grad_norm": 0.07442251592874527,
"learning_rate": 0.00015090540104831539,
"loss": 0.5698,
"step": 4650
},
{
"epoch": 1.0559006211180124,
"grad_norm": 0.09993384033441544,
"learning_rate": 0.00015037967991867642,
"loss": 0.5093,
"step": 4675
},
{
"epoch": 1.0615471485036703,
"grad_norm": 0.0890798568725586,
"learning_rate": 0.0001498520860932579,
"loss": 0.5481,
"step": 4700
},
{
"epoch": 1.0671936758893281,
"grad_norm": 0.1006857305765152,
"learning_rate": 0.00014932263918359228,
"loss": 0.5045,
"step": 4725
},
{
"epoch": 1.072840203274986,
"grad_norm": 0.08858868479728699,
"learning_rate": 0.00014879135887009435,
"loss": 0.5772,
"step": 4750
},
{
"epoch": 1.0784867306606438,
"grad_norm": 0.11783988773822784,
"learning_rate": 0.00014825826490132938,
"loss": 0.4937,
"step": 4775
},
{
"epoch": 1.0841332580463015,
"grad_norm": 0.0875164121389389,
"learning_rate": 0.00014772337709327923,
"loss": 0.5554,
"step": 4800
},
{
"epoch": 1.0897797854319593,
"grad_norm": 0.112996406853199,
"learning_rate": 0.00014718671532860592,
"loss": 0.5126,
"step": 4825
},
{
"epoch": 1.0954263128176172,
"grad_norm": 0.08834437280893326,
"learning_rate": 0.000146648299555912,
"loss": 0.5885,
"step": 4850
},
{
"epoch": 1.101072840203275,
"grad_norm": 0.11341985315084457,
"learning_rate": 0.00014610814978899983,
"loss": 0.4871,
"step": 4875
},
{
"epoch": 1.1067193675889329,
"grad_norm": 0.09301973134279251,
"learning_rate": 0.00014556628610612677,
"loss": 0.5839,
"step": 4900
},
{
"epoch": 1.1123658949745907,
"grad_norm": 0.11545081436634064,
"learning_rate": 0.00014502272864925955,
"loss": 0.4868,
"step": 4925
},
{
"epoch": 1.1180124223602483,
"grad_norm": 0.08969846367835999,
"learning_rate": 0.00014447749762332515,
"loss": 0.5472,
"step": 4950
},
{
"epoch": 1.1236589497459062,
"grad_norm": 0.12094131112098694,
"learning_rate": 0.00014393061329545992,
"loss": 0.5234,
"step": 4975
},
{
"epoch": 1.129305477131564,
"grad_norm": 0.0875294953584671,
"learning_rate": 0.0001433820959942561,
"loss": 0.5852,
"step": 5000
}
],
"logging_steps": 25,
"max_steps": 13281,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 200,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.946704435084667e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}