phi-2-irepo-chatml-v8-i1 / trainer_state.json
lole25's picture
Model save
5b81ca7 verified
raw
history blame contribute delete
No virus
46.2 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9994666666666666,
"eval_steps": 500,
"global_step": 937,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 5.319148936170213e-08,
"logits/chosen": 0.34782999753952026,
"logits/rejected": 0.3427616059780121,
"logps/chosen": -325.28106689453125,
"logps/rejected": -307.72515869140625,
"loss": 0.1853,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.01,
"learning_rate": 5.319148936170213e-07,
"logits/chosen": 0.30850738286972046,
"logits/rejected": 0.3003820478916168,
"logps/chosen": -350.7467956542969,
"logps/rejected": -376.2046203613281,
"loss": 0.2147,
"rewards/accuracies": 0.2291666716337204,
"rewards/chosen": -4.5030174078419805e-05,
"rewards/margins": 1.3379417396208737e-05,
"rewards/rejected": -5.840959056513384e-05,
"step": 10
},
{
"epoch": 0.02,
"learning_rate": 1.0638297872340427e-06,
"logits/chosen": 0.2997807562351227,
"logits/rejected": 0.3171563148498535,
"logps/chosen": -282.0256652832031,
"logps/rejected": -303.3882751464844,
"loss": 0.2119,
"rewards/accuracies": 0.21875,
"rewards/chosen": -0.0002205806813435629,
"rewards/margins": -0.00011417151836212724,
"rewards/rejected": -0.00010640917753335088,
"step": 20
},
{
"epoch": 0.03,
"learning_rate": 1.595744680851064e-06,
"logits/chosen": 0.31989020109176636,
"logits/rejected": 0.3349720537662506,
"logps/chosen": -293.8145751953125,
"logps/rejected": -287.182373046875,
"loss": 0.2235,
"rewards/accuracies": 0.22499999403953552,
"rewards/chosen": -0.00011079121759394184,
"rewards/margins": -4.205655932310037e-05,
"rewards/rejected": -6.873465463286266e-05,
"step": 30
},
{
"epoch": 0.04,
"learning_rate": 2.1276595744680853e-06,
"logits/chosen": 0.2753044068813324,
"logits/rejected": 0.28743210434913635,
"logps/chosen": -245.92648315429688,
"logps/rejected": -302.4917907714844,
"loss": 0.2106,
"rewards/accuracies": 0.24375000596046448,
"rewards/chosen": 4.66261881229002e-05,
"rewards/margins": 5.961294664302841e-05,
"rewards/rejected": -1.2986754882149398e-05,
"step": 40
},
{
"epoch": 0.05,
"learning_rate": 2.6595744680851065e-06,
"logits/chosen": 0.2745297849178314,
"logits/rejected": 0.2960417866706848,
"logps/chosen": -269.48114013671875,
"logps/rejected": -282.2041015625,
"loss": 0.2124,
"rewards/accuracies": 0.28125,
"rewards/chosen": -0.00018958283180836588,
"rewards/margins": 0.00012250976578798145,
"rewards/rejected": -0.0003120926267001778,
"step": 50
},
{
"epoch": 0.06,
"learning_rate": 3.191489361702128e-06,
"logits/chosen": 0.3166781961917877,
"logits/rejected": 0.28668132424354553,
"logps/chosen": -276.03466796875,
"logps/rejected": -298.3278503417969,
"loss": 0.2073,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.0009398458641953766,
"rewards/margins": 0.0002089624322252348,
"rewards/rejected": -0.001148808398284018,
"step": 60
},
{
"epoch": 0.07,
"learning_rate": 3.723404255319149e-06,
"logits/chosen": 0.32457390427589417,
"logits/rejected": 0.3343047499656677,
"logps/chosen": -228.984130859375,
"logps/rejected": -267.0279235839844,
"loss": 0.2098,
"rewards/accuracies": 0.26875001192092896,
"rewards/chosen": -0.0025071091949939728,
"rewards/margins": 0.00024417496751993895,
"rewards/rejected": -0.0027512842789292336,
"step": 70
},
{
"epoch": 0.09,
"learning_rate": 4.255319148936171e-06,
"logits/chosen": 0.3037349581718445,
"logits/rejected": 0.288893461227417,
"logps/chosen": -264.49493408203125,
"logps/rejected": -277.01397705078125,
"loss": 0.2049,
"rewards/accuracies": 0.26875001192092896,
"rewards/chosen": -0.0028123059310019016,
"rewards/margins": 3.8383899664040655e-05,
"rewards/rejected": -0.0028506899252533913,
"step": 80
},
{
"epoch": 0.1,
"learning_rate": 4.787234042553192e-06,
"logits/chosen": 0.27338820695877075,
"logits/rejected": 0.2850671410560608,
"logps/chosen": -274.2656555175781,
"logps/rejected": -273.5088806152344,
"loss": 0.2097,
"rewards/accuracies": 0.3062500059604645,
"rewards/chosen": -0.004053288139402866,
"rewards/margins": 0.00020987665629945695,
"rewards/rejected": -0.004263165406882763,
"step": 90
},
{
"epoch": 0.11,
"learning_rate": 4.999375059004058e-06,
"logits/chosen": 0.2746526896953583,
"logits/rejected": 0.3108225464820862,
"logps/chosen": -305.6490478515625,
"logps/rejected": -320.5104675292969,
"loss": 0.2048,
"rewards/accuracies": 0.2874999940395355,
"rewards/chosen": -0.004907802678644657,
"rewards/margins": 0.00013219797983765602,
"rewards/rejected": -0.005040000192821026,
"step": 100
},
{
"epoch": 0.12,
"learning_rate": 4.9955571065548795e-06,
"logits/chosen": 0.25255969166755676,
"logits/rejected": 0.23279385268688202,
"logps/chosen": -310.1192932128906,
"logps/rejected": -333.32049560546875,
"loss": 0.21,
"rewards/accuracies": 0.34375,
"rewards/chosen": -0.00747376773506403,
"rewards/margins": 0.0008040575194172561,
"rewards/rejected": -0.008277825079858303,
"step": 110
},
{
"epoch": 0.13,
"learning_rate": 4.9882736864879e-06,
"logits/chosen": 0.22498245537281036,
"logits/rejected": 0.2073470801115036,
"logps/chosen": -278.15087890625,
"logps/rejected": -290.3549499511719,
"loss": 0.2104,
"rewards/accuracies": 0.2562499940395355,
"rewards/chosen": -0.013078084215521812,
"rewards/margins": 0.0007778271683491766,
"rewards/rejected": -0.013855909928679466,
"step": 120
},
{
"epoch": 0.14,
"learning_rate": 4.977534912960124e-06,
"logits/chosen": 0.20476844906806946,
"logits/rejected": 0.2006731778383255,
"logps/chosen": -339.86907958984375,
"logps/rejected": -366.39935302734375,
"loss": 0.2098,
"rewards/accuracies": 0.33125001192092896,
"rewards/chosen": -0.029517754912376404,
"rewards/margins": 0.0024804342538118362,
"rewards/rejected": -0.03199819102883339,
"step": 130
},
{
"epoch": 0.15,
"learning_rate": 4.963355698422092e-06,
"logits/chosen": 0.16123342514038086,
"logits/rejected": 0.1650470793247223,
"logps/chosen": -336.85479736328125,
"logps/rejected": -380.90106201171875,
"loss": 0.2096,
"rewards/accuracies": 0.34375,
"rewards/chosen": -0.046556852757930756,
"rewards/margins": 0.00344092957675457,
"rewards/rejected": -0.049997784197330475,
"step": 140
},
{
"epoch": 0.16,
"learning_rate": 4.945755732909625e-06,
"logits/chosen": 0.127132385969162,
"logits/rejected": 0.11233675479888916,
"logps/chosen": -363.3497009277344,
"logps/rejected": -395.849609375,
"loss": 0.2161,
"rewards/accuracies": 0.3375000059604645,
"rewards/chosen": -0.06019137054681778,
"rewards/margins": 0.002497343812137842,
"rewards/rejected": -0.06268872320652008,
"step": 150
},
{
"epoch": 0.17,
"learning_rate": 4.924759456701167e-06,
"logits/chosen": 0.05813015252351761,
"logits/rejected": 0.10442493855953217,
"logps/chosen": -364.0877990722656,
"logps/rejected": -407.98272705078125,
"loss": 0.2065,
"rewards/accuracies": 0.33125001192092896,
"rewards/chosen": -0.052812881767749786,
"rewards/margins": 0.005263908766210079,
"rewards/rejected": -0.05807679891586304,
"step": 160
},
{
"epoch": 0.18,
"learning_rate": 4.900396026378671e-06,
"logits/chosen": -0.020289132371544838,
"logits/rejected": 0.03128629922866821,
"logps/chosen": -377.3454895019531,
"logps/rejected": -375.7449951171875,
"loss": 0.2054,
"rewards/accuracies": 0.30000001192092896,
"rewards/chosen": -0.061011601239442825,
"rewards/margins": 0.0011604861356317997,
"rewards/rejected": -0.06217208504676819,
"step": 170
},
{
"epoch": 0.19,
"learning_rate": 4.872699274339169e-06,
"logits/chosen": 0.07980453968048096,
"logits/rejected": 0.026858001947402954,
"logps/chosen": -365.4123229980469,
"logps/rejected": -389.89556884765625,
"loss": 0.212,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.05129029601812363,
"rewards/margins": 0.0013983547687530518,
"rewards/rejected": -0.05268865078687668,
"step": 180
},
{
"epoch": 0.2,
"learning_rate": 4.8417076618132434e-06,
"logits/chosen": 0.06391559541225433,
"logits/rejected": 0.08089544624090195,
"logps/chosen": -294.32977294921875,
"logps/rejected": -301.67242431640625,
"loss": 0.2034,
"rewards/accuracies": 0.2874999940395355,
"rewards/chosen": -0.028584271669387817,
"rewards/margins": 0.0021569356322288513,
"rewards/rejected": -0.03074120543897152,
"step": 190
},
{
"epoch": 0.21,
"learning_rate": 4.807464225455655e-06,
"logits/chosen": -0.007983528077602386,
"logits/rejected": -0.02395419403910637,
"logps/chosen": -364.5057373046875,
"logps/rejected": -398.78265380859375,
"loss": 0.2026,
"rewards/accuracies": 0.39375001192092896,
"rewards/chosen": -0.03608248755335808,
"rewards/margins": 0.007917111739516258,
"rewards/rejected": -0.043999604880809784,
"step": 200
},
{
"epoch": 0.22,
"learning_rate": 4.770016517582283e-06,
"logits/chosen": 0.052110157907009125,
"logits/rejected": 0.04244590550661087,
"logps/chosen": -333.72998046875,
"logps/rejected": -362.7451171875,
"loss": 0.212,
"rewards/accuracies": 0.2750000059604645,
"rewards/chosen": -0.05566523224115372,
"rewards/margins": 0.008566088043153286,
"rewards/rejected": -0.06423132121562958,
"step": 210
},
{
"epoch": 0.23,
"learning_rate": 4.7294165401363616e-06,
"logits/chosen": 0.014940446242690086,
"logits/rejected": -0.00022823139443062246,
"logps/chosen": -349.548095703125,
"logps/rejected": -389.1466369628906,
"loss": 0.2003,
"rewards/accuracies": 0.35624998807907104,
"rewards/chosen": -0.06377661973237991,
"rewards/margins": 0.007529625203460455,
"rewards/rejected": -0.0713062435388565,
"step": 220
},
{
"epoch": 0.25,
"learning_rate": 4.68572067247573e-06,
"logits/chosen": -0.05766149237751961,
"logits/rejected": -0.04082841798663139,
"logps/chosen": -325.00189208984375,
"logps/rejected": -329.35302734375,
"loss": 0.2027,
"rewards/accuracies": 0.23125000298023224,
"rewards/chosen": -0.04092506319284439,
"rewards/margins": -0.0009445661562494934,
"rewards/rejected": -0.03998050093650818,
"step": 230
},
{
"epoch": 0.26,
"learning_rate": 4.638989593081364e-06,
"logits/chosen": -0.05024053901433945,
"logits/rejected": 0.0004725128528662026,
"logps/chosen": -322.26275634765625,
"logps/rejected": -347.1831970214844,
"loss": 0.207,
"rewards/accuracies": 0.35624998807907104,
"rewards/chosen": -0.019810866564512253,
"rewards/margins": 0.003949201200157404,
"rewards/rejected": -0.02376006543636322,
"step": 240
},
{
"epoch": 0.27,
"learning_rate": 4.5892881952959015e-06,
"logits/chosen": -0.025025557726621628,
"logits/rejected": -0.011019307188689709,
"logps/chosen": -288.26739501953125,
"logps/rejected": -308.3834533691406,
"loss": 0.1995,
"rewards/accuracies": 0.32499998807907104,
"rewards/chosen": -0.008453729562461376,
"rewards/margins": 0.004683175124228001,
"rewards/rejected": -0.013136905618011951,
"step": 250
},
{
"epoch": 0.28,
"learning_rate": 4.536685497209182e-06,
"logits/chosen": -0.044585295021533966,
"logits/rejected": -0.011349612846970558,
"logps/chosen": -275.3843078613281,
"logps/rejected": -290.2745666503906,
"loss": 0.2048,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.005228747613728046,
"rewards/margins": 0.004847136326134205,
"rewards/rejected": -0.010075883939862251,
"step": 260
},
{
"epoch": 0.29,
"learning_rate": 4.481254545815943e-06,
"logits/chosen": -0.010054832324385643,
"logits/rejected": 0.022083023563027382,
"logps/chosen": -286.2877502441406,
"logps/rejected": -314.843017578125,
"loss": 0.2042,
"rewards/accuracies": 0.28125,
"rewards/chosen": -0.009463262744247913,
"rewards/margins": 0.0016764893662184477,
"rewards/rejected": -0.011139752343297005,
"step": 270
},
{
"epoch": 0.3,
"learning_rate": 4.42307231557875e-06,
"logits/chosen": -0.06939663738012314,
"logits/rejected": -0.06833665817975998,
"logps/chosen": -292.0230407714844,
"logps/rejected": -319.52374267578125,
"loss": 0.2046,
"rewards/accuracies": 0.2874999940395355,
"rewards/chosen": -0.01107553206384182,
"rewards/margins": 0.002820921130478382,
"rewards/rejected": -0.013896455056965351,
"step": 280
},
{
"epoch": 0.31,
"learning_rate": 4.3622196015370305e-06,
"logits/chosen": -0.09846196323633194,
"logits/rejected": -0.05906381085515022,
"logps/chosen": -302.30340576171875,
"logps/rejected": -341.5763244628906,
"loss": 0.2079,
"rewards/accuracies": 0.34375,
"rewards/chosen": -0.01659044623374939,
"rewards/margins": 0.010817909613251686,
"rewards/rejected": -0.027408352121710777,
"step": 290
},
{
"epoch": 0.32,
"learning_rate": 4.298780907110648e-06,
"logits/chosen": -0.15265251696109772,
"logits/rejected": -0.09610708057880402,
"logps/chosen": -327.8166198730469,
"logps/rejected": -369.8201904296875,
"loss": 0.209,
"rewards/accuracies": 0.3375000059604645,
"rewards/chosen": -0.02352728322148323,
"rewards/margins": 0.007946287281811237,
"rewards/rejected": -0.03147356957197189,
"step": 300
},
{
"epoch": 0.33,
"learning_rate": 4.23284432675381e-06,
"logits/chosen": -0.1901048719882965,
"logits/rejected": -0.16242368519306183,
"logps/chosen": -332.37945556640625,
"logps/rejected": -352.0182800292969,
"loss": 0.2023,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.03192076459527016,
"rewards/margins": 0.005780586041510105,
"rewards/rejected": -0.03770134598016739,
"step": 310
},
{
"epoch": 0.34,
"learning_rate": 4.164501423622277e-06,
"logits/chosen": -0.14182882010936737,
"logits/rejected": -0.18550843000411987,
"logps/chosen": -321.2982177734375,
"logps/rejected": -333.14837646484375,
"loss": 0.2061,
"rewards/accuracies": 0.29374998807907104,
"rewards/chosen": -0.020713280886411667,
"rewards/margins": 0.004291003569960594,
"rewards/rejected": -0.025004282593727112,
"step": 320
},
{
"epoch": 0.35,
"learning_rate": 4.0938471024237355e-06,
"logits/chosen": -0.2318871021270752,
"logits/rejected": -0.12970159947872162,
"logps/chosen": -304.32928466796875,
"logps/rejected": -300.49517822265625,
"loss": 0.2098,
"rewards/accuracies": 0.3375000059604645,
"rewards/chosen": -0.016532720997929573,
"rewards/margins": 0.005365257151424885,
"rewards/rejected": -0.021897977218031883,
"step": 330
},
{
"epoch": 0.36,
"learning_rate": 4.020979477627907e-06,
"logits/chosen": -0.10503053665161133,
"logits/rejected": -0.14621496200561523,
"logps/chosen": -288.16839599609375,
"logps/rejected": -330.89935302734375,
"loss": 0.2076,
"rewards/accuracies": 0.34375,
"rewards/chosen": -0.011596577242016792,
"rewards/margins": 0.006266799755394459,
"rewards/rejected": -0.017863376066088676,
"step": 340
},
{
"epoch": 0.37,
"learning_rate": 3.9459997372194105e-06,
"logits/chosen": -0.16021689772605896,
"logits/rejected": -0.14831289649009705,
"logps/chosen": -317.23468017578125,
"logps/rejected": -378.10650634765625,
"loss": 0.199,
"rewards/accuracies": 0.375,
"rewards/chosen": -0.0146575216203928,
"rewards/margins": 0.006193594075739384,
"rewards/rejected": -0.020851116627454758,
"step": 350
},
{
"epoch": 0.38,
"learning_rate": 3.869012002182573e-06,
"logits/chosen": -0.21353450417518616,
"logits/rejected": -0.2229534387588501,
"logps/chosen": -297.26434326171875,
"logps/rejected": -286.7055358886719,
"loss": 0.2086,
"rewards/accuracies": 0.30000001192092896,
"rewards/chosen": -0.013432545587420464,
"rewards/margins": 0.001908454461954534,
"rewards/rejected": -0.015341001562774181,
"step": 360
},
{
"epoch": 0.39,
"learning_rate": 3.7901231819133104e-06,
"logits/chosen": -0.23490211367607117,
"logits/rejected": -0.19254347681999207,
"logps/chosen": -299.3580627441406,
"logps/rejected": -300.2660827636719,
"loss": 0.2118,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.01381734199821949,
"rewards/margins": 0.004050114192068577,
"rewards/rejected": -0.017867455258965492,
"step": 370
},
{
"epoch": 0.41,
"learning_rate": 3.709442825758875e-06,
"logits/chosen": -0.20214135944843292,
"logits/rejected": -0.26244884729385376,
"logps/chosen": -289.81390380859375,
"logps/rejected": -331.31158447265625,
"loss": 0.2078,
"rewards/accuracies": 0.3499999940395355,
"rewards/chosen": -0.009037318639457226,
"rewards/margins": 0.0066641224548220634,
"rewards/rejected": -0.01570144109427929,
"step": 380
},
{
"epoch": 0.42,
"learning_rate": 3.6270829708916113e-06,
"logits/chosen": -0.2581767439842224,
"logits/rejected": -0.26762059330940247,
"logps/chosen": -286.0437316894531,
"logps/rejected": -320.72772216796875,
"loss": 0.2007,
"rewards/accuracies": 0.34375,
"rewards/chosen": -0.012503271922469139,
"rewards/margins": 0.00960660632699728,
"rewards/rejected": -0.022109879180788994,
"step": 390
},
{
"epoch": 0.43,
"learning_rate": 3.543157986727991e-06,
"logits/chosen": -0.3141801357269287,
"logits/rejected": -0.3110749125480652,
"logps/chosen": -358.1673278808594,
"logps/rejected": -395.6116943359375,
"loss": 0.2151,
"rewards/accuracies": 0.3812499940395355,
"rewards/chosen": -0.02111610770225525,
"rewards/margins": 0.008691903203725815,
"rewards/rejected": -0.029808010905981064,
"step": 400
},
{
"epoch": 0.44,
"learning_rate": 3.4577844161089614e-06,
"logits/chosen": -0.3446267545223236,
"logits/rejected": -0.33043938875198364,
"logps/chosen": -289.3715515136719,
"logps/rejected": -327.91790771484375,
"loss": 0.2074,
"rewards/accuracies": 0.3187499940395355,
"rewards/chosen": -0.015166997909545898,
"rewards/margins": 0.009188723750412464,
"rewards/rejected": -0.024355720728635788,
"step": 410
},
{
"epoch": 0.45,
"learning_rate": 3.3710808134621577e-06,
"logits/chosen": -0.36505457758903503,
"logits/rejected": -0.29573512077331543,
"logps/chosen": -290.6937255859375,
"logps/rejected": -299.7286071777344,
"loss": 0.209,
"rewards/accuracies": 0.29374998807907104,
"rewards/chosen": -0.02466105856001377,
"rewards/margins": 0.00368274818174541,
"rewards/rejected": -0.02834380604326725,
"step": 420
},
{
"epoch": 0.46,
"learning_rate": 3.2831675801707126e-06,
"logits/chosen": -0.37998563051223755,
"logits/rejected": -0.3379359841346741,
"logps/chosen": -385.1395568847656,
"logps/rejected": -406.07147216796875,
"loss": 0.2147,
"rewards/accuracies": 0.3499999940395355,
"rewards/chosen": -0.032053716480731964,
"rewards/margins": 0.007807403802871704,
"rewards/rejected": -0.03986112028360367,
"step": 430
},
{
"epoch": 0.47,
"learning_rate": 3.194166797377289e-06,
"logits/chosen": -0.36350712180137634,
"logits/rejected": -0.35324662923812866,
"logps/chosen": -289.75543212890625,
"logps/rejected": -322.47930908203125,
"loss": 0.1993,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.0282241590321064,
"rewards/margins": 0.012596110813319683,
"rewards/rejected": -0.04082026332616806,
"step": 440
},
{
"epoch": 0.48,
"learning_rate": 3.104202056455501e-06,
"logits/chosen": -0.3876686990261078,
"logits/rejected": -0.3610993027687073,
"logps/chosen": -339.6667175292969,
"logps/rejected": -349.5023193359375,
"loss": 0.2046,
"rewards/accuracies": 0.2874999940395355,
"rewards/chosen": -0.035824716091156006,
"rewards/margins": 0.0051012164913117886,
"rewards/rejected": -0.04092593118548393,
"step": 450
},
{
"epoch": 0.49,
"learning_rate": 3.013398287384144e-06,
"logits/chosen": -0.42761000990867615,
"logits/rejected": -0.4186409115791321,
"logps/chosen": -332.4256896972656,
"logps/rejected": -350.052490234375,
"loss": 0.2216,
"rewards/accuracies": 0.30000001192092896,
"rewards/chosen": -0.03896978124976158,
"rewards/margins": 0.004214274697005749,
"rewards/rejected": -0.0431840606033802,
"step": 460
},
{
"epoch": 0.5,
"learning_rate": 2.9218815852625717e-06,
"logits/chosen": -0.36252036690711975,
"logits/rejected": -0.36035069823265076,
"logps/chosen": -379.29962158203125,
"logps/rejected": -386.194091796875,
"loss": 0.2114,
"rewards/accuracies": 0.3499999940395355,
"rewards/chosen": -0.03572685644030571,
"rewards/margins": 0.0034367397893220186,
"rewards/rejected": -0.03916360065340996,
"step": 470
},
{
"epoch": 0.51,
"learning_rate": 2.829779035208113e-06,
"logits/chosen": -0.3759670555591583,
"logits/rejected": -0.35854417085647583,
"logps/chosen": -289.8544006347656,
"logps/rejected": -321.8282775878906,
"loss": 0.2106,
"rewards/accuracies": 0.3062500059604645,
"rewards/chosen": -0.02995840646326542,
"rewards/margins": 0.007169515825808048,
"rewards/rejected": -0.03712791949510574,
"step": 480
},
{
"epoch": 0.52,
"learning_rate": 2.737218535878705e-06,
"logits/chosen": -0.3935397267341614,
"logits/rejected": -0.41043296456336975,
"logps/chosen": -355.903076171875,
"logps/rejected": -344.1985778808594,
"loss": 0.2127,
"rewards/accuracies": 0.28125,
"rewards/chosen": -0.0340442880988121,
"rewards/margins": -0.001989628653973341,
"rewards/rejected": -0.032054655253887177,
"step": 490
},
{
"epoch": 0.53,
"learning_rate": 2.64432862186579e-06,
"logits/chosen": -0.30559736490249634,
"logits/rejected": -0.33492517471313477,
"logps/chosen": -292.39227294921875,
"logps/rejected": -308.4276123046875,
"loss": 0.2084,
"rewards/accuracies": 0.30000001192092896,
"rewards/chosen": -0.028410837054252625,
"rewards/margins": 0.004543141461908817,
"rewards/rejected": -0.03295397758483887,
"step": 500
},
{
"epoch": 0.54,
"learning_rate": 2.551238285204126e-06,
"logits/chosen": -0.35250839591026306,
"logits/rejected": -0.34054213762283325,
"logps/chosen": -332.04315185546875,
"logps/rejected": -336.251220703125,
"loss": 0.2055,
"rewards/accuracies": 0.28125,
"rewards/chosen": -0.024514295160770416,
"rewards/margins": 0.002826205687597394,
"rewards/rejected": -0.02734050154685974,
"step": 510
},
{
"epoch": 0.55,
"learning_rate": 2.4580767962463688e-06,
"logits/chosen": -0.38282984495162964,
"logits/rejected": -0.30817848443984985,
"logps/chosen": -332.67364501953125,
"logps/rejected": -353.9303894042969,
"loss": 0.2045,
"rewards/accuracies": 0.3062500059604645,
"rewards/chosen": -0.02591048739850521,
"rewards/margins": 0.006938849575817585,
"rewards/rejected": -0.03284933418035507,
"step": 520
},
{
"epoch": 0.57,
"learning_rate": 2.3649735241511546e-06,
"logits/chosen": -0.40525302290916443,
"logits/rejected": -0.36453166604042053,
"logps/chosen": -304.2394714355469,
"logps/rejected": -326.7181701660156,
"loss": 0.203,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.0233243890106678,
"rewards/margins": 0.00685765128582716,
"rewards/rejected": -0.030182043090462685,
"step": 530
},
{
"epoch": 0.58,
"learning_rate": 2.2720577572339914e-06,
"logits/chosen": -0.3453354239463806,
"logits/rejected": -0.4035136103630066,
"logps/chosen": -356.69140625,
"logps/rejected": -386.82281494140625,
"loss": 0.2075,
"rewards/accuracies": 0.3375000059604645,
"rewards/chosen": -0.025404874235391617,
"rewards/margins": 0.011574333533644676,
"rewards/rejected": -0.036979205906391144,
"step": 540
},
{
"epoch": 0.59,
"learning_rate": 2.1794585234303995e-06,
"logits/chosen": -0.37287113070487976,
"logits/rejected": -0.38295817375183105,
"logps/chosen": -306.1138610839844,
"logps/rejected": -333.82958984375,
"loss": 0.2105,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.028054391965270042,
"rewards/margins": 0.006188055966049433,
"rewards/rejected": -0.034242451190948486,
"step": 550
},
{
"epoch": 0.6,
"learning_rate": 2.0873044111206407e-06,
"logits/chosen": -0.36476778984069824,
"logits/rejected": -0.34431588649749756,
"logps/chosen": -295.88592529296875,
"logps/rejected": -300.2727355957031,
"loss": 0.2048,
"rewards/accuracies": 0.23125000298023224,
"rewards/chosen": -0.03209972754120827,
"rewards/margins": -0.0022686964366585016,
"rewards/rejected": -0.02983103133738041,
"step": 560
},
{
"epoch": 0.61,
"learning_rate": 1.9957233905648293e-06,
"logits/chosen": -0.3742281496524811,
"logits/rejected": -0.37335073947906494,
"logps/chosen": -328.6231994628906,
"logps/rejected": -348.46990966796875,
"loss": 0.2049,
"rewards/accuracies": 0.3187499940395355,
"rewards/chosen": -0.028273243457078934,
"rewards/margins": 0.00650573056191206,
"rewards/rejected": -0.03477897495031357,
"step": 570
},
{
"epoch": 0.62,
"learning_rate": 1.904842636196402e-06,
"logits/chosen": -0.36765938997268677,
"logits/rejected": -0.36060625314712524,
"logps/chosen": -323.7262268066406,
"logps/rejected": -357.27813720703125,
"loss": 0.2111,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.036755647510290146,
"rewards/margins": 0.00827108509838581,
"rewards/rejected": -0.04502673074603081,
"step": 580
},
{
"epoch": 0.63,
"learning_rate": 1.814788350020726e-06,
"logits/chosen": -0.3832349181175232,
"logits/rejected": -0.40613269805908203,
"logps/chosen": -313.4564208984375,
"logps/rejected": -355.4290771484375,
"loss": 0.2075,
"rewards/accuracies": 0.30000001192092896,
"rewards/chosen": -0.03660092502832413,
"rewards/margins": 0.008231913670897484,
"rewards/rejected": -0.04483283683657646,
"step": 590
},
{
"epoch": 0.64,
"learning_rate": 1.725685586364051e-06,
"logits/chosen": -0.3985538184642792,
"logits/rejected": -0.44028186798095703,
"logps/chosen": -342.6407470703125,
"logps/rejected": -393.0326843261719,
"loss": 0.2026,
"rewards/accuracies": 0.36250001192092896,
"rewards/chosen": -0.03912167251110077,
"rewards/margins": 0.012444810010492802,
"rewards/rejected": -0.051566481590270996,
"step": 600
},
{
"epoch": 0.65,
"learning_rate": 1.6376580782162172e-06,
"logits/chosen": -0.3522663712501526,
"logits/rejected": -0.3656110167503357,
"logps/chosen": -300.55059814453125,
"logps/rejected": -309.12005615234375,
"loss": 0.1985,
"rewards/accuracies": 0.25,
"rewards/chosen": -0.043480511754751205,
"rewards/margins": 0.0020387214608490467,
"rewards/rejected": -0.045519232749938965,
"step": 610
},
{
"epoch": 0.66,
"learning_rate": 1.550828065408227e-06,
"logits/chosen": -0.3727906346321106,
"logits/rejected": -0.42088228464126587,
"logps/chosen": -303.08184814453125,
"logps/rejected": -355.48114013671875,
"loss": 0.2027,
"rewards/accuracies": 0.3375000059604645,
"rewards/chosen": -0.041418589651584625,
"rewards/margins": 0.010809944942593575,
"rewards/rejected": -0.05222853273153305,
"step": 620
},
{
"epoch": 0.67,
"learning_rate": 1.4653161248633053e-06,
"logits/chosen": -0.4294905662536621,
"logits/rejected": -0.35463112592697144,
"logps/chosen": -374.58221435546875,
"logps/rejected": -413.10626220703125,
"loss": 0.1983,
"rewards/accuracies": 0.3812499940395355,
"rewards/chosen": -0.04309406504034996,
"rewards/margins": 0.013471859507262707,
"rewards/rejected": -0.05656592175364494,
"step": 630
},
{
"epoch": 0.68,
"learning_rate": 1.381241003157162e-06,
"logits/chosen": -0.38254573941230774,
"logits/rejected": -0.3926312029361725,
"logps/chosen": -307.92071533203125,
"logps/rejected": -331.7400817871094,
"loss": 0.1995,
"rewards/accuracies": 0.2750000059604645,
"rewards/chosen": -0.03662495315074921,
"rewards/margins": 0.004892958328127861,
"rewards/rejected": -0.04151790589094162,
"step": 640
},
{
"epoch": 0.69,
"learning_rate": 1.298719451619979e-06,
"logits/chosen": -0.41799673438072205,
"logits/rejected": -0.423776239156723,
"logps/chosen": -352.4769592285156,
"logps/rejected": -392.0356750488281,
"loss": 0.2013,
"rewards/accuracies": 0.35624998807907104,
"rewards/chosen": -0.039123691618442535,
"rewards/margins": 0.012257387861609459,
"rewards/rejected": -0.05138107389211655,
"step": 650
},
{
"epoch": 0.7,
"learning_rate": 1.2178660642091036e-06,
"logits/chosen": -0.4221061170101166,
"logits/rejected": -0.3426254093647003,
"logps/chosen": -371.6142883300781,
"logps/rejected": -368.6783752441406,
"loss": 0.2131,
"rewards/accuracies": 0.2750000059604645,
"rewards/chosen": -0.03723513334989548,
"rewards/margins": 0.001372279948554933,
"rewards/rejected": -0.038607411086559296,
"step": 660
},
{
"epoch": 0.71,
"learning_rate": 1.1387931183775821e-06,
"logits/chosen": -0.43726977705955505,
"logits/rejected": -0.433055579662323,
"logps/chosen": -349.0133056640625,
"logps/rejected": -424.606689453125,
"loss": 0.197,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -0.02950415015220642,
"rewards/margins": 0.016581665724515915,
"rewards/rejected": -0.04608581215143204,
"step": 670
},
{
"epoch": 0.73,
"learning_rate": 1.061610419159532e-06,
"logits/chosen": -0.41025829315185547,
"logits/rejected": -0.39352136850357056,
"logps/chosen": -351.42724609375,
"logps/rejected": -362.4097900390625,
"loss": 0.2084,
"rewards/accuracies": 0.2750000059604645,
"rewards/chosen": -0.04146607965230942,
"rewards/margins": 0.003974739462137222,
"rewards/rejected": -0.04544081538915634,
"step": 680
},
{
"epoch": 0.74,
"learning_rate": 9.864251466888364e-07,
"logits/chosen": -0.3846993148326874,
"logits/rejected": -0.36020296812057495,
"logps/chosen": -345.7566833496094,
"logps/rejected": -369.3031311035156,
"loss": 0.2145,
"rewards/accuracies": 0.3062500059604645,
"rewards/chosen": -0.0327707901597023,
"rewards/margins": 0.007174340076744556,
"rewards/rejected": -0.03994513303041458,
"step": 690
},
{
"epoch": 0.75,
"learning_rate": 9.133417073629288e-07,
"logits/chosen": -0.4323287010192871,
"logits/rejected": -0.46247753500938416,
"logps/chosen": -310.33221435546875,
"logps/rejected": -337.3047790527344,
"loss": 0.196,
"rewards/accuracies": 0.2750000059604645,
"rewards/chosen": -0.02941690944135189,
"rewards/margins": 0.008200698532164097,
"rewards/rejected": -0.03761760890483856,
"step": 700
},
{
"epoch": 0.76,
"learning_rate": 8.424615888583332e-07,
"logits/chosen": -0.44240742921829224,
"logits/rejected": -0.4352414011955261,
"logps/chosen": -350.82220458984375,
"logps/rejected": -371.5367431640625,
"loss": 0.2113,
"rewards/accuracies": 0.34375,
"rewards/chosen": -0.03298790752887726,
"rewards/margins": 0.009050843305885792,
"rewards/rejected": -0.042038749903440475,
"step": 710
},
{
"epoch": 0.77,
"learning_rate": 7.738832191993092e-07,
"logits/chosen": -0.4660700857639313,
"logits/rejected": -0.40507060289382935,
"logps/chosen": -363.92041015625,
"logps/rejected": -369.3705139160156,
"loss": 0.2011,
"rewards/accuracies": 0.33125001192092896,
"rewards/chosen": -0.03945212811231613,
"rewards/margins": 0.004098129458725452,
"rewards/rejected": -0.04355026036500931,
"step": 720
},
{
"epoch": 0.78,
"learning_rate": 7.077018300752917e-07,
"logits/chosen": -0.44686412811279297,
"logits/rejected": -0.4067825376987457,
"logps/chosen": -303.0172424316406,
"logps/rejected": -316.5196838378906,
"loss": 0.2008,
"rewards/accuracies": 0.26875001192092896,
"rewards/chosen": -0.028305992484092712,
"rewards/margins": 0.0041877999901771545,
"rewards/rejected": -0.03249379247426987,
"step": 730
},
{
"epoch": 0.79,
"learning_rate": 6.440093245969342e-07,
"logits/chosen": -0.4332183003425598,
"logits/rejected": -0.4446489214897156,
"logps/chosen": -340.51263427734375,
"logps/rejected": -362.9837341308594,
"loss": 0.2079,
"rewards/accuracies": 0.29374998807907104,
"rewards/chosen": -0.034973934292793274,
"rewards/margins": 0.0031310406047850847,
"rewards/rejected": -0.03810497373342514,
"step": 740
},
{
"epoch": 0.8,
"learning_rate": 5.828941496744075e-07,
"logits/chosen": -0.3977935314178467,
"logits/rejected": -0.36564216017723083,
"logps/chosen": -354.89202880859375,
"logps/rejected": -352.7674560546875,
"loss": 0.2085,
"rewards/accuracies": 0.3062500059604645,
"rewards/chosen": -0.03232111781835556,
"rewards/margins": 0.001277880510315299,
"rewards/rejected": -0.033598996698856354,
"step": 750
},
{
"epoch": 0.81,
"learning_rate": 5.244411731951671e-07,
"logits/chosen": -0.4228762090206146,
"logits/rejected": -0.4223594665527344,
"logps/chosen": -291.3377990722656,
"logps/rejected": -305.91143798828125,
"loss": 0.2033,
"rewards/accuracies": 0.30000001192092896,
"rewards/chosen": -0.026238340884447098,
"rewards/margins": 0.004590832162648439,
"rewards/rejected": -0.03082917258143425,
"step": 760
},
{
"epoch": 0.82,
"learning_rate": 4.6873156617173594e-07,
"logits/chosen": -0.37430620193481445,
"logits/rejected": -0.37224718928337097,
"logps/chosen": -271.09088134765625,
"logps/rejected": -290.9538879394531,
"loss": 0.2111,
"rewards/accuracies": 0.2562499940395355,
"rewards/chosen": -0.02569451928138733,
"rewards/margins": 0.008396224118769169,
"rewards/rejected": -0.03409074246883392,
"step": 770
},
{
"epoch": 0.83,
"learning_rate": 4.1584269002318653e-07,
"logits/chosen": -0.44756025075912476,
"logits/rejected": -0.3608166575431824,
"logps/chosen": -325.45709228515625,
"logps/rejected": -369.91351318359375,
"loss": 0.1955,
"rewards/accuracies": 0.3062500059604645,
"rewards/chosen": -0.03604112192988396,
"rewards/margins": 0.004559466149657965,
"rewards/rejected": -0.04060059040784836,
"step": 780
},
{
"epoch": 0.84,
"learning_rate": 3.658479891468258e-07,
"logits/chosen": -0.3722971975803375,
"logits/rejected": -0.34547311067581177,
"logps/chosen": -340.4040832519531,
"logps/rejected": -355.20404052734375,
"loss": 0.2012,
"rewards/accuracies": 0.30000001192092896,
"rewards/chosen": -0.03479091823101044,
"rewards/margins": 0.0040581924840807915,
"rewards/rejected": -0.038849107921123505,
"step": 790
},
{
"epoch": 0.85,
"learning_rate": 3.18816888929272e-07,
"logits/chosen": -0.4394063949584961,
"logits/rejected": -0.44897159934043884,
"logps/chosen": -325.93255615234375,
"logps/rejected": -360.37713623046875,
"loss": 0.2055,
"rewards/accuracies": 0.32499998807907104,
"rewards/chosen": -0.034493155777454376,
"rewards/margins": 0.005803712643682957,
"rewards/rejected": -0.04029686748981476,
"step": 800
},
{
"epoch": 0.86,
"learning_rate": 2.748146993385484e-07,
"logits/chosen": -0.3761179447174072,
"logits/rejected": -0.4133715033531189,
"logps/chosen": -341.07574462890625,
"logps/rejected": -353.9838562011719,
"loss": 0.2004,
"rewards/accuracies": 0.30000001192092896,
"rewards/chosen": -0.037453822791576385,
"rewards/margins": 0.0007335458067245781,
"rewards/rejected": -0.03818737342953682,
"step": 810
},
{
"epoch": 0.87,
"learning_rate": 2.3390252423108077e-07,
"logits/chosen": -0.40443721413612366,
"logits/rejected": -0.40503472089767456,
"logps/chosen": -257.16357421875,
"logps/rejected": -296.4949035644531,
"loss": 0.2101,
"rewards/accuracies": 0.2874999940395355,
"rewards/chosen": -0.025397296994924545,
"rewards/margins": 0.011320685967803001,
"rewards/rejected": -0.036717988550662994,
"step": 820
},
{
"epoch": 0.89,
"learning_rate": 1.961371764995243e-07,
"logits/chosen": -0.42295295000076294,
"logits/rejected": -0.4149630069732666,
"logps/chosen": -346.1056823730469,
"logps/rejected": -367.1171569824219,
"loss": 0.2066,
"rewards/accuracies": 0.2750000059604645,
"rewards/chosen": -0.03263362497091293,
"rewards/margins": 0.007565206382423639,
"rewards/rejected": -0.04019883647561073,
"step": 830
},
{
"epoch": 0.9,
"learning_rate": 1.61571099179261e-07,
"logits/chosen": -0.4583490490913391,
"logits/rejected": -0.432847797870636,
"logps/chosen": -328.78582763671875,
"logps/rejected": -337.87445068359375,
"loss": 0.2024,
"rewards/accuracies": 0.29374998807907104,
"rewards/chosen": -0.031004447489976883,
"rewards/margins": 0.005912850610911846,
"rewards/rejected": -0.03691729158163071,
"step": 840
},
{
"epoch": 0.91,
"learning_rate": 1.3025229262312367e-07,
"logits/chosen": -0.4011611044406891,
"logits/rejected": -0.4167350232601166,
"logps/chosen": -345.6464538574219,
"logps/rejected": -370.5746154785156,
"loss": 0.205,
"rewards/accuracies": 0.35624998807907104,
"rewards/chosen": -0.03289477154612541,
"rewards/margins": 0.008914651349186897,
"rewards/rejected": -0.041809432208538055,
"step": 850
},
{
"epoch": 0.92,
"learning_rate": 1.0222424784546853e-07,
"logits/chosen": -0.4343733787536621,
"logits/rejected": -0.43256425857543945,
"logps/chosen": -310.9982604980469,
"logps/rejected": -327.97802734375,
"loss": 0.199,
"rewards/accuracies": 0.2562499940395355,
"rewards/chosen": -0.025628242641687393,
"rewards/margins": 0.006485571153461933,
"rewards/rejected": -0.03211381286382675,
"step": 860
},
{
"epoch": 0.93,
"learning_rate": 7.752588612816553e-08,
"logits/chosen": -0.4601428508758545,
"logits/rejected": -0.4454170763492584,
"logps/chosen": -326.32415771484375,
"logps/rejected": -367.8747253417969,
"loss": 0.21,
"rewards/accuracies": 0.3375000059604645,
"rewards/chosen": -0.02655145525932312,
"rewards/margins": 0.01180974580347538,
"rewards/rejected": -0.03836119920015335,
"step": 870
},
{
"epoch": 0.94,
"learning_rate": 5.619150497236991e-08,
"logits/chosen": -0.41596898436546326,
"logits/rejected": -0.4292394518852234,
"logps/chosen": -312.1533203125,
"logps/rejected": -325.45599365234375,
"loss": 0.1936,
"rewards/accuracies": 0.29374998807907104,
"rewards/chosen": -0.03066674806177616,
"rewards/margins": 0.004992074333131313,
"rewards/rejected": -0.0356588289141655,
"step": 880
},
{
"epoch": 0.95,
"learning_rate": 3.825073047112743e-08,
"logits/chosen": -0.41111326217651367,
"logits/rejected": -0.4396681785583496,
"logps/chosen": -300.7364807128906,
"logps/rejected": -301.65289306640625,
"loss": 0.207,
"rewards/accuracies": 0.26875001192092896,
"rewards/chosen": -0.026606258004903793,
"rewards/margins": 0.0029051213059574366,
"rewards/rejected": -0.029511380940675735,
"step": 890
},
{
"epoch": 0.96,
"learning_rate": 2.372847616895685e-08,
"logits/chosen": -0.4996066689491272,
"logits/rejected": -0.43205633759498596,
"logps/chosen": -359.67010498046875,
"logps/rejected": -420.83026123046875,
"loss": 0.199,
"rewards/accuracies": 0.4124999940395355,
"rewards/chosen": -0.030006730929017067,
"rewards/margins": 0.015778595581650734,
"rewards/rejected": -0.0457853302359581,
"step": 900
},
{
"epoch": 0.97,
"learning_rate": 1.264490846553279e-08,
"logits/chosen": -0.42298024892807007,
"logits/rejected": -0.40388956665992737,
"logps/chosen": -319.5880432128906,
"logps/rejected": -326.4891662597656,
"loss": 0.201,
"rewards/accuracies": 0.29374998807907104,
"rewards/chosen": -0.0287660863250494,
"rewards/margins": 0.004919327795505524,
"rewards/rejected": -0.033685412257909775,
"step": 910
},
{
"epoch": 0.98,
"learning_rate": 5.015418611516165e-09,
"logits/chosen": -0.38126152753829956,
"logits/rejected": -0.43538981676101685,
"logps/chosen": -315.6664123535156,
"logps/rejected": -353.7925720214844,
"loss": 0.2054,
"rewards/accuracies": 0.3125,
"rewards/chosen": -0.028091344982385635,
"rewards/margins": 0.011006112210452557,
"rewards/rejected": -0.03909745439887047,
"step": 920
},
{
"epoch": 0.99,
"learning_rate": 8.506013354186993e-10,
"logits/chosen": -0.403546005487442,
"logits/rejected": -0.42747077345848083,
"logps/chosen": -312.3913879394531,
"logps/rejected": -342.631103515625,
"loss": 0.2149,
"rewards/accuracies": 0.30000001192092896,
"rewards/chosen": -0.029346201568841934,
"rewards/margins": 0.008023385889828205,
"rewards/rejected": -0.037369586527347565,
"step": 930
},
{
"epoch": 1.0,
"step": 937,
"total_flos": 0.0,
"train_loss": 0.051660444591444865,
"train_runtime": 2852.4153,
"train_samples_per_second": 10.517,
"train_steps_per_second": 0.328
}
],
"logging_steps": 10,
"max_steps": 937,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}