NoManDeRY's picture
Upload folder using huggingface_hub
ce72571 verified
raw
history blame
276 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.998691442030882,
"eval_steps": 50,
"global_step": 477,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"dpo_lambda": 1.0,
"epoch": 0.002093692750588851,
"grad_norm": 4.402319572917802,
"learning_rate": 1.0416666666666666e-08,
"logits/chosen": -0.8043479323387146,
"logits/rejected": -0.8551070690155029,
"logps/chosen": -318.6319885253906,
"logps/rejected": -337.8906555175781,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"dpo_lambda": 0.9998951554298401,
"epoch": 0.004187385501177702,
"grad_norm": 4.793462944453188,
"learning_rate": 2.083333333333333e-08,
"logits/chosen": -0.7836206555366516,
"logits/rejected": -0.9540650844573975,
"logps/chosen": -330.71966552734375,
"logps/rejected": -286.4294128417969,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 2
},
{
"dpo_lambda": 0.9997903108596802,
"epoch": 0.006281078251766554,
"grad_norm": 5.083035763031515,
"learning_rate": 3.125e-08,
"logits/chosen": -0.8143987655639648,
"logits/rejected": -0.8199301958084106,
"logps/chosen": -276.8949890136719,
"logps/rejected": -268.3603820800781,
"loss": 0.6932,
"rewards/accuracies": 0.40625,
"rewards/chosen": -0.0008645334746688604,
"rewards/margins": -0.001431022654287517,
"rewards/rejected": 0.0005664890632033348,
"step": 3
},
{
"dpo_lambda": 0.9996854066848755,
"epoch": 0.008374771002355404,
"grad_norm": 5.902572234969009,
"learning_rate": 4.166666666666666e-08,
"logits/chosen": -0.8467217087745667,
"logits/rejected": -0.8571422100067139,
"logps/chosen": -300.71966552734375,
"logps/rejected": -329.18927001953125,
"loss": 0.6931,
"rewards/accuracies": 0.53125,
"rewards/chosen": 6.150537228677422e-05,
"rewards/margins": -0.00012183257786091417,
"rewards/rejected": 0.00018333786283619702,
"step": 4
},
{
"dpo_lambda": 0.9995808005332947,
"epoch": 0.010468463752944255,
"grad_norm": 5.030790216066496,
"learning_rate": 5.208333333333333e-08,
"logits/chosen": -0.854633092880249,
"logits/rejected": -0.8405370116233826,
"logps/chosen": -263.6219482421875,
"logps/rejected": -256.4416198730469,
"loss": 0.693,
"rewards/accuracies": 0.40625,
"rewards/chosen": -0.00030443898867815733,
"rewards/margins": -0.0004514011961873621,
"rewards/rejected": 0.00014696212019771338,
"step": 5
},
{
"dpo_lambda": 0.99947589635849,
"epoch": 0.012562156503533107,
"grad_norm": 6.449855736894302,
"learning_rate": 6.25e-08,
"logits/chosen": -0.848020076751709,
"logits/rejected": -0.879482626914978,
"logps/chosen": -288.12579345703125,
"logps/rejected": -244.55783081054688,
"loss": 0.6935,
"rewards/accuracies": 0.40625,
"rewards/chosen": -0.0011313408613204956,
"rewards/margins": -0.0024054457899183035,
"rewards/rejected": 0.0012741051614284515,
"step": 6
},
{
"dpo_lambda": 0.9993710517883301,
"epoch": 0.014655849254121958,
"grad_norm": 4.4471205365033715,
"learning_rate": 7.291666666666667e-08,
"logits/chosen": -0.8126897215843201,
"logits/rejected": -0.9293793439865112,
"logps/chosen": -359.7424621582031,
"logps/rejected": -305.7148742675781,
"loss": 0.6926,
"rewards/accuracies": 0.515625,
"rewards/chosen": 0.00028104332159273326,
"rewards/margins": 0.0005955130327492952,
"rewards/rejected": -0.00031446965294890106,
"step": 7
},
{
"dpo_lambda": 0.9992662072181702,
"epoch": 0.016749542004710807,
"grad_norm": 5.6547119853423276,
"learning_rate": 8.333333333333333e-08,
"logits/chosen": -0.8336946964263916,
"logits/rejected": -0.8718341588973999,
"logps/chosen": -305.8148193359375,
"logps/rejected": -274.6888732910156,
"loss": 0.6935,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.00020592098007909954,
"rewards/margins": -0.00026029106811620295,
"rewards/rejected": 5.437021900434047e-05,
"step": 8
},
{
"dpo_lambda": 0.9991613626480103,
"epoch": 0.01884323475529966,
"grad_norm": 3.9638195143574837,
"learning_rate": 9.375e-08,
"logits/chosen": -0.7655616402626038,
"logits/rejected": -0.908790111541748,
"logps/chosen": -326.245361328125,
"logps/rejected": -278.6490478515625,
"loss": 0.6933,
"rewards/accuracies": 0.546875,
"rewards/chosen": 0.0012860479764640331,
"rewards/margins": 0.000617672863882035,
"rewards/rejected": 0.000668375170789659,
"step": 9
},
{
"dpo_lambda": 0.9990566968917847,
"epoch": 0.02093692750588851,
"grad_norm": 4.403617727179671,
"learning_rate": 1.0416666666666667e-07,
"logits/chosen": -0.7897341251373291,
"logits/rejected": -0.853586733341217,
"logps/chosen": -327.54168701171875,
"logps/rejected": -333.5374450683594,
"loss": 0.6934,
"rewards/accuracies": 0.46875,
"rewards/chosen": 0.00038820982445031404,
"rewards/margins": -0.0005907297600060701,
"rewards/rejected": 0.0009789395844563842,
"step": 10
},
{
"dpo_lambda": 0.9989518523216248,
"epoch": 0.023030620256477362,
"grad_norm": 7.796052749512685,
"learning_rate": 1.1458333333333332e-07,
"logits/chosen": -0.8637887239456177,
"logits/rejected": -0.9242954254150391,
"logps/chosen": -261.32867431640625,
"logps/rejected": -249.37728881835938,
"loss": 0.6933,
"rewards/accuracies": 0.546875,
"rewards/chosen": -0.00039038294926285744,
"rewards/margins": -0.00036161605385132134,
"rewards/rejected": -2.8766971809091046e-05,
"step": 11
},
{
"dpo_lambda": 0.9988469481468201,
"epoch": 0.025124313007066214,
"grad_norm": 3.8821871111757082,
"learning_rate": 1.25e-07,
"logits/chosen": -0.9050667881965637,
"logits/rejected": -0.8800326585769653,
"logps/chosen": -280.99847412109375,
"logps/rejected": -275.5593566894531,
"loss": 0.6929,
"rewards/accuracies": 0.46875,
"rewards/chosen": -0.001003009034320712,
"rewards/margins": -0.00038465563557110727,
"rewards/rejected": -0.0006183534860610962,
"step": 12
},
{
"dpo_lambda": 0.9987421631813049,
"epoch": 0.027218005757655064,
"grad_norm": 6.440110466185814,
"learning_rate": 1.3541666666666666e-07,
"logits/chosen": -0.826982855796814,
"logits/rejected": -0.8742626309394836,
"logps/chosen": -280.1139831542969,
"logps/rejected": -244.7361297607422,
"loss": 0.6932,
"rewards/accuracies": 0.40625,
"rewards/chosen": 0.00022524214000441134,
"rewards/margins": -0.0009332930203527212,
"rewards/rejected": 0.001158535131253302,
"step": 13
},
{
"dpo_lambda": 0.9986372590065002,
"epoch": 0.029311698508243916,
"grad_norm": 4.229417019989064,
"learning_rate": 1.4583333333333335e-07,
"logits/chosen": -0.8535632491111755,
"logits/rejected": -0.8801539540290833,
"logps/chosen": -328.8179016113281,
"logps/rejected": -320.2232971191406,
"loss": 0.6937,
"rewards/accuracies": 0.40625,
"rewards/chosen": -0.000532336242031306,
"rewards/margins": -0.0019397324649617076,
"rewards/rejected": 0.0014073961647227407,
"step": 14
},
{
"dpo_lambda": 0.9985324144363403,
"epoch": 0.031405391258832765,
"grad_norm": 4.467816070741843,
"learning_rate": 1.5624999999999999e-07,
"logits/chosen": -0.8298668265342712,
"logits/rejected": -0.9168381690979004,
"logps/chosen": -303.4217224121094,
"logps/rejected": -259.37548828125,
"loss": 0.6932,
"rewards/accuracies": 0.5625,
"rewards/chosen": 6.753446359653026e-05,
"rewards/margins": -0.0004937391495332122,
"rewards/rejected": 0.0005612736567854881,
"step": 15
},
{
"dpo_lambda": 0.9984277486801147,
"epoch": 0.033499084009421615,
"grad_norm": 3.888254222848592,
"learning_rate": 1.6666666666666665e-07,
"logits/chosen": -0.7577842473983765,
"logits/rejected": -0.8261817693710327,
"logps/chosen": -297.6632385253906,
"logps/rejected": -301.09295654296875,
"loss": 0.6929,
"rewards/accuracies": 0.5,
"rewards/chosen": 1.160617102868855e-05,
"rewards/margins": 0.00021146482322365046,
"rewards/rejected": -0.00019985856488347054,
"step": 16
},
{
"dpo_lambda": 0.9983229041099548,
"epoch": 0.03559277676001047,
"grad_norm": 4.452768078866186,
"learning_rate": 1.7708333333333334e-07,
"logits/chosen": -0.868607759475708,
"logits/rejected": -0.8844305276870728,
"logps/chosen": -289.6638488769531,
"logps/rejected": -255.01210021972656,
"loss": 0.6932,
"rewards/accuracies": 0.375,
"rewards/chosen": 0.00011004415864590555,
"rewards/margins": -0.0005320608615875244,
"rewards/rejected": 0.0006421051220968366,
"step": 17
},
{
"dpo_lambda": 0.9982179999351501,
"epoch": 0.03768646951059932,
"grad_norm": 4.8480605497744,
"learning_rate": 1.875e-07,
"logits/chosen": -0.7690554261207581,
"logits/rejected": -0.9109585285186768,
"logps/chosen": -349.46014404296875,
"logps/rejected": -280.4686584472656,
"loss": 0.6929,
"rewards/accuracies": 0.515625,
"rewards/chosen": 0.0018899872666224837,
"rewards/margins": 0.001062125200405717,
"rewards/rejected": 0.0008278620080091059,
"step": 18
},
{
"dpo_lambda": 0.998113214969635,
"epoch": 0.03978016226118817,
"grad_norm": 4.425003512881252,
"learning_rate": 1.9791666666666664e-07,
"logits/chosen": -0.7577191591262817,
"logits/rejected": -0.8322458863258362,
"logps/chosen": -324.3868713378906,
"logps/rejected": -302.09149169921875,
"loss": 0.6927,
"rewards/accuracies": 0.53125,
"rewards/chosen": 0.002668360248208046,
"rewards/margins": 0.0012416491517797112,
"rewards/rejected": 0.0014267113292589784,
"step": 19
},
{
"dpo_lambda": 0.9980083107948303,
"epoch": 0.04187385501177702,
"grad_norm": 4.846085404616861,
"learning_rate": 2.0833333333333333e-07,
"logits/chosen": -0.8820050954818726,
"logits/rejected": -0.9251440763473511,
"logps/chosen": -268.20587158203125,
"logps/rejected": -281.5534973144531,
"loss": 0.6929,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.002546853618696332,
"rewards/margins": 0.0012899779248982668,
"rewards/rejected": 0.001256875810213387,
"step": 20
},
{
"dpo_lambda": 0.9979037046432495,
"epoch": 0.043967547762365874,
"grad_norm": 4.117368237143938,
"learning_rate": 2.1875e-07,
"logits/chosen": -0.8503252267837524,
"logits/rejected": -0.92568039894104,
"logps/chosen": -226.6487274169922,
"logps/rejected": -226.0305633544922,
"loss": 0.6927,
"rewards/accuracies": 0.640625,
"rewards/chosen": 0.002446984639391303,
"rewards/margins": 0.0014305507065728307,
"rewards/rejected": 0.0010164338164031506,
"step": 21
},
{
"dpo_lambda": 0.9977988004684448,
"epoch": 0.046061240512954724,
"grad_norm": 5.26507499436042,
"learning_rate": 2.2916666666666663e-07,
"logits/chosen": -0.7547565698623657,
"logits/rejected": -0.7918416261672974,
"logps/chosen": -299.7794189453125,
"logps/rejected": -281.09222412109375,
"loss": 0.6919,
"rewards/accuracies": 0.65625,
"rewards/chosen": 0.00438675656914711,
"rewards/margins": 0.003029727144166827,
"rewards/rejected": 0.0013570297742262483,
"step": 22
},
{
"dpo_lambda": 0.9976939558982849,
"epoch": 0.04815493326354357,
"grad_norm": 4.528414091774314,
"learning_rate": 2.3958333333333335e-07,
"logits/chosen": -0.8128759860992432,
"logits/rejected": -0.8892397284507751,
"logps/chosen": -342.2197265625,
"logps/rejected": -282.14398193359375,
"loss": 0.6922,
"rewards/accuracies": 0.578125,
"rewards/chosen": 0.0038836237508803606,
"rewards/margins": 0.001989413285627961,
"rewards/rejected": 0.0018942105816677213,
"step": 23
},
{
"dpo_lambda": 0.997589111328125,
"epoch": 0.05024862601413243,
"grad_norm": 4.040981518845972,
"learning_rate": 2.5e-07,
"logits/chosen": -0.743541955947876,
"logits/rejected": -0.9808051586151123,
"logps/chosen": -350.8001403808594,
"logps/rejected": -279.0107727050781,
"loss": 0.6921,
"rewards/accuracies": 0.578125,
"rewards/chosen": 0.005917892791330814,
"rewards/margins": 0.002584913745522499,
"rewards/rejected": 0.003332979278638959,
"step": 24
},
{
"dpo_lambda": 0.9974842667579651,
"epoch": 0.05234231876472128,
"grad_norm": 4.923955440464468,
"learning_rate": 2.604166666666667e-07,
"logits/chosen": -0.7823559045791626,
"logits/rejected": -0.9089896082878113,
"logps/chosen": -280.17523193359375,
"logps/rejected": -243.14208984375,
"loss": 0.6921,
"rewards/accuracies": 0.65625,
"rewards/chosen": 0.004923699423670769,
"rewards/margins": 0.0027135859709233046,
"rewards/rejected": 0.002210113452747464,
"step": 25
},
{
"dpo_lambda": 0.9973794221878052,
"epoch": 0.05443601151531013,
"grad_norm": 4.351217149891559,
"learning_rate": 2.708333333333333e-07,
"logits/chosen": -0.7708956003189087,
"logits/rejected": -0.9697441458702087,
"logps/chosen": -338.752197265625,
"logps/rejected": -289.9631652832031,
"loss": 0.6915,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.009810867719352245,
"rewards/margins": 0.004754879977554083,
"rewards/rejected": 0.005055988673120737,
"step": 26
},
{
"dpo_lambda": 0.9972745180130005,
"epoch": 0.056529704265898977,
"grad_norm": 4.473346542639472,
"learning_rate": 2.8125e-07,
"logits/chosen": -0.8319710493087769,
"logits/rejected": -0.9578927755355835,
"logps/chosen": -320.4068908691406,
"logps/rejected": -257.923583984375,
"loss": 0.692,
"rewards/accuracies": 0.59375,
"rewards/chosen": 0.009162155911326408,
"rewards/margins": 0.0028106458485126495,
"rewards/rejected": 0.006351510062813759,
"step": 27
},
{
"dpo_lambda": 0.9971698522567749,
"epoch": 0.05862339701648783,
"grad_norm": 4.3426457588367136,
"learning_rate": 2.916666666666667e-07,
"logits/chosen": -0.7956329584121704,
"logits/rejected": -0.8427987694740295,
"logps/chosen": -320.89215087890625,
"logps/rejected": -300.1125793457031,
"loss": 0.6913,
"rewards/accuracies": 0.546875,
"rewards/chosen": 0.01058600191026926,
"rewards/margins": 0.00340261054225266,
"rewards/rejected": 0.007183392066508532,
"step": 28
},
{
"dpo_lambda": 0.997065007686615,
"epoch": 0.06071708976707668,
"grad_norm": 4.085431965259117,
"learning_rate": 3.020833333333333e-07,
"logits/chosen": -0.726355254650116,
"logits/rejected": -0.9321560859680176,
"logps/chosen": -381.36444091796875,
"logps/rejected": -298.1344299316406,
"loss": 0.6919,
"rewards/accuracies": 0.703125,
"rewards/chosen": 0.013005386106669903,
"rewards/margins": 0.00456521799787879,
"rewards/rejected": 0.0084401685744524,
"step": 29
},
{
"dpo_lambda": 0.9969601631164551,
"epoch": 0.06281078251766553,
"grad_norm": 3.783478029121267,
"learning_rate": 3.1249999999999997e-07,
"logits/chosen": -0.790072500705719,
"logits/rejected": -0.8063573837280273,
"logps/chosen": -345.5115661621094,
"logps/rejected": -364.02142333984375,
"loss": 0.6911,
"rewards/accuracies": 0.609375,
"rewards/chosen": 0.014460022561252117,
"rewards/margins": 0.002242105081677437,
"rewards/rejected": 0.012217918410897255,
"step": 30
},
{
"dpo_lambda": 0.9968553185462952,
"epoch": 0.06490447526825438,
"grad_norm": 4.725066162809079,
"learning_rate": 3.2291666666666666e-07,
"logits/chosen": -0.7989029884338379,
"logits/rejected": -0.8742246031761169,
"logps/chosen": -305.10986328125,
"logps/rejected": -267.1070251464844,
"loss": 0.6915,
"rewards/accuracies": 0.578125,
"rewards/chosen": 0.015996551141142845,
"rewards/margins": 0.004079596605151892,
"rewards/rejected": 0.011916955932974815,
"step": 31
},
{
"dpo_lambda": 0.9967504739761353,
"epoch": 0.06699816801884323,
"grad_norm": 6.263003607437198,
"learning_rate": 3.333333333333333e-07,
"logits/chosen": -0.7864735126495361,
"logits/rejected": -0.7694317102432251,
"logps/chosen": -314.7187194824219,
"logps/rejected": -318.4085693359375,
"loss": 0.6904,
"rewards/accuracies": 0.640625,
"rewards/chosen": 0.018498174846172333,
"rewards/margins": 0.00419366592541337,
"rewards/rejected": 0.01430450938642025,
"step": 32
},
{
"dpo_lambda": 0.9966458082199097,
"epoch": 0.06909186076943209,
"grad_norm": 4.996565408773174,
"learning_rate": 3.4375e-07,
"logits/chosen": -0.8627775311470032,
"logits/rejected": -0.9619947075843811,
"logps/chosen": -329.125732421875,
"logps/rejected": -290.11798095703125,
"loss": 0.689,
"rewards/accuracies": 0.65625,
"rewards/chosen": 0.022791242226958275,
"rewards/margins": 0.008790804073214531,
"rewards/rejected": 0.01400043722242117,
"step": 33
},
{
"dpo_lambda": 0.9965409636497498,
"epoch": 0.07118555352002094,
"grad_norm": 4.077713925438457,
"learning_rate": 3.541666666666667e-07,
"logits/chosen": -0.8728955984115601,
"logits/rejected": -0.9118562340736389,
"logps/chosen": -257.28759765625,
"logps/rejected": -223.10824584960938,
"loss": 0.6892,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.02388455532491207,
"rewards/margins": 0.009245344437658787,
"rewards/rejected": 0.01463920809328556,
"step": 34
},
{
"dpo_lambda": 0.9964360594749451,
"epoch": 0.07327924627060979,
"grad_norm": 4.163606742901362,
"learning_rate": 3.645833333333333e-07,
"logits/chosen": -0.8726727366447449,
"logits/rejected": -0.9065307378768921,
"logps/chosen": -219.03260803222656,
"logps/rejected": -223.0487518310547,
"loss": 0.6897,
"rewards/accuracies": 0.5625,
"rewards/chosen": 0.023589186370372772,
"rewards/margins": 0.004913577809929848,
"rewards/rejected": 0.018675606697797775,
"step": 35
},
{
"dpo_lambda": 0.9963312149047852,
"epoch": 0.07537293902119864,
"grad_norm": 4.814967779155049,
"learning_rate": 3.75e-07,
"logits/chosen": -0.7583918571472168,
"logits/rejected": -0.8758710622787476,
"logps/chosen": -299.6081848144531,
"logps/rejected": -260.1003723144531,
"loss": 0.689,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.030413059517741203,
"rewards/margins": 0.009431293234229088,
"rewards/rejected": 0.020981768146157265,
"step": 36
},
{
"dpo_lambda": 0.9962263703346252,
"epoch": 0.07746663177178749,
"grad_norm": 6.11369907380103,
"learning_rate": 3.8541666666666665e-07,
"logits/chosen": -0.8049490451812744,
"logits/rejected": -0.8439275622367859,
"logps/chosen": -332.357421875,
"logps/rejected": -262.38671875,
"loss": 0.6875,
"rewards/accuracies": 0.71875,
"rewards/chosen": 0.036942947655916214,
"rewards/margins": 0.01394661981612444,
"rewards/rejected": 0.0229963306337595,
"step": 37
},
{
"dpo_lambda": 0.9961215257644653,
"epoch": 0.07956032452237634,
"grad_norm": 4.137117122207877,
"learning_rate": 3.958333333333333e-07,
"logits/chosen": -0.8226761817932129,
"logits/rejected": -0.8536137342453003,
"logps/chosen": -258.0992126464844,
"logps/rejected": -246.155029296875,
"loss": 0.687,
"rewards/accuracies": 0.765625,
"rewards/chosen": 0.03529813885688782,
"rewards/margins": 0.0135354558005929,
"rewards/rejected": 0.021762683987617493,
"step": 38
},
{
"dpo_lambda": 0.9960166215896606,
"epoch": 0.08165401727296519,
"grad_norm": 4.21153020487944,
"learning_rate": 4.0625e-07,
"logits/chosen": -0.7359837293624878,
"logits/rejected": -0.8013171553611755,
"logps/chosen": -321.1292724609375,
"logps/rejected": -266.85919189453125,
"loss": 0.6849,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.040478628128767014,
"rewards/margins": 0.014545298181474209,
"rewards/rejected": 0.02593333274126053,
"step": 39
},
{
"dpo_lambda": 0.9959120154380798,
"epoch": 0.08374771002355404,
"grad_norm": 4.6715375481143795,
"learning_rate": 4.1666666666666667e-07,
"logits/chosen": -0.6943680047988892,
"logits/rejected": -0.7993655204772949,
"logps/chosen": -294.47052001953125,
"logps/rejected": -283.4633483886719,
"loss": 0.6883,
"rewards/accuracies": 0.59375,
"rewards/chosen": 0.04448702558875084,
"rewards/margins": 0.008819807320833206,
"rewards/rejected": 0.03566721826791763,
"step": 40
},
{
"dpo_lambda": 0.9958071112632751,
"epoch": 0.0858414027741429,
"grad_norm": 3.8258723543140745,
"learning_rate": 4.270833333333333e-07,
"logits/chosen": -0.7413933277130127,
"logits/rejected": -0.8862082958221436,
"logps/chosen": -313.7814025878906,
"logps/rejected": -279.2095642089844,
"loss": 0.6877,
"rewards/accuracies": 0.78125,
"rewards/chosen": 0.04902862012386322,
"rewards/margins": 0.0171800684183836,
"rewards/rejected": 0.03184855356812477,
"step": 41
},
{
"dpo_lambda": 0.99570232629776,
"epoch": 0.08793509552473175,
"grad_norm": 4.072117115897332,
"learning_rate": 4.375e-07,
"logits/chosen": -0.8718756437301636,
"logits/rejected": -0.8905589580535889,
"logps/chosen": -289.25311279296875,
"logps/rejected": -283.2568664550781,
"loss": 0.687,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.04595724865794182,
"rewards/margins": 0.012137094512581825,
"rewards/rejected": 0.03382015600800514,
"step": 42
},
{
"dpo_lambda": 0.9955974221229553,
"epoch": 0.0900287882753206,
"grad_norm": 7.88653117810627,
"learning_rate": 4.479166666666667e-07,
"logits/chosen": -0.8274166584014893,
"logits/rejected": -0.9210019707679749,
"logps/chosen": -324.5426940917969,
"logps/rejected": -277.363037109375,
"loss": 0.6838,
"rewards/accuracies": 0.703125,
"rewards/chosen": 0.058937303721904755,
"rewards/margins": 0.025202667340636253,
"rewards/rejected": 0.03373463824391365,
"step": 43
},
{
"dpo_lambda": 0.9954925775527954,
"epoch": 0.09212248102590945,
"grad_norm": 5.275783711822973,
"learning_rate": 4.5833333333333327e-07,
"logits/chosen": -0.7992769479751587,
"logits/rejected": -0.8615429997444153,
"logps/chosen": -292.977294921875,
"logps/rejected": -282.3927001953125,
"loss": 0.6842,
"rewards/accuracies": 0.71875,
"rewards/chosen": 0.05305924639105797,
"rewards/margins": 0.024420510977506638,
"rewards/rejected": 0.028638731688261032,
"step": 44
},
{
"dpo_lambda": 0.9953879117965698,
"epoch": 0.0942161737764983,
"grad_norm": 3.3397512285849142,
"learning_rate": 4.6874999999999996e-07,
"logits/chosen": -0.8438299894332886,
"logits/rejected": -0.8847188949584961,
"logps/chosen": -263.0268249511719,
"logps/rejected": -230.08824157714844,
"loss": 0.6867,
"rewards/accuracies": 0.640625,
"rewards/chosen": 0.051549993455410004,
"rewards/margins": 0.01370037067681551,
"rewards/rejected": 0.03784961998462677,
"step": 45
},
{
"dpo_lambda": 0.9952830672264099,
"epoch": 0.09630986652708715,
"grad_norm": 4.375598831962758,
"learning_rate": 4.791666666666667e-07,
"logits/chosen": -0.8429378867149353,
"logits/rejected": -0.8720081448554993,
"logps/chosen": -290.9970703125,
"logps/rejected": -254.0476531982422,
"loss": 0.6796,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.05708230659365654,
"rewards/margins": 0.023602774366736412,
"rewards/rejected": 0.03347952663898468,
"step": 46
},
{
"dpo_lambda": 0.99517822265625,
"epoch": 0.098403559277676,
"grad_norm": 7.220768015853875,
"learning_rate": 4.895833333333333e-07,
"logits/chosen": -0.8145819902420044,
"logits/rejected": -0.9115846753120422,
"logps/chosen": -321.8493347167969,
"logps/rejected": -276.99609375,
"loss": 0.6808,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.07153000682592392,
"rewards/margins": 0.023595348000526428,
"rewards/rejected": 0.04793466255068779,
"step": 47
},
{
"dpo_lambda": 0.9950733780860901,
"epoch": 0.10049725202826486,
"grad_norm": 4.4604551692806655,
"learning_rate": 5e-07,
"logits/chosen": -0.7160397171974182,
"logits/rejected": -0.8093741536140442,
"logps/chosen": -279.6042175292969,
"logps/rejected": -284.2084655761719,
"loss": 0.678,
"rewards/accuracies": 0.765625,
"rewards/chosen": 0.058196570724248886,
"rewards/margins": 0.029132841154932976,
"rewards/rejected": 0.029063725844025612,
"step": 48
},
{
"dpo_lambda": 0.9949684739112854,
"epoch": 0.10259094477885371,
"grad_norm": 4.361132421326402,
"learning_rate": 4.999932966293553e-07,
"logits/chosen": -0.7594467401504517,
"logits/rejected": -0.8968175649642944,
"logps/chosen": -292.1831970214844,
"logps/rejected": -258.41021728515625,
"loss": 0.6795,
"rewards/accuracies": 0.734375,
"rewards/chosen": 0.07236772030591965,
"rewards/margins": 0.03399732708930969,
"rewards/rejected": 0.03837038576602936,
"step": 49
},
{
"dpo_lambda": 0.9948636293411255,
"epoch": 0.10468463752944256,
"grad_norm": 3.9072947893099683,
"learning_rate": 4.999731868769026e-07,
"logits/chosen": -0.9222686886787415,
"logits/rejected": -0.9353721737861633,
"logps/chosen": -304.7239990234375,
"logps/rejected": -269.6137390136719,
"loss": 0.6826,
"rewards/accuracies": 0.5625,
"rewards/chosen": 0.0706743523478508,
"rewards/margins": 0.01939474046230316,
"rewards/rejected": 0.05127961188554764,
"step": 50
},
{
"epoch": 0.10468463752944256,
"eval_dpo_lambda": 0.9947588443756104,
"eval_logits/chosen": -0.8412269949913025,
"eval_logits/rejected": -0.9094433188438416,
"eval_logps/chosen": -293.9556884765625,
"eval_logps/rejected": -267.0430908203125,
"eval_loss": 0.6803367733955383,
"eval_rewards/accuracies": 0.6690000295639038,
"eval_rewards/chosen": 0.06691199541091919,
"eval_rewards/margins": 0.027035199105739594,
"eval_rewards/rejected": 0.0398767925798893,
"eval_runtime": 566.7091,
"eval_samples_per_second": 3.529,
"eval_steps_per_second": 0.882,
"step": 50
},
{
"dpo_lambda": 0.9947589635848999,
"epoch": 0.1067783302800314,
"grad_norm": 3.4690982750836916,
"learning_rate": 4.99939671821067e-07,
"logits/chosen": -0.8632264137268066,
"logits/rejected": -0.9709175229072571,
"logps/chosen": -291.12359619140625,
"logps/rejected": -259.31390380859375,
"loss": 0.6863,
"rewards/accuracies": 0.640625,
"rewards/chosen": 0.06085498631000519,
"rewards/margins": 0.01772325485944748,
"rewards/rejected": 0.043131738901138306,
"step": 51
},
{
"dpo_lambda": 0.99465411901474,
"epoch": 0.10887202303062025,
"grad_norm": 3.933263008508187,
"learning_rate": 4.998927532591591e-07,
"logits/chosen": -0.7605027556419373,
"logits/rejected": -0.8193937540054321,
"logps/chosen": -303.9796142578125,
"logps/rejected": -279.7144470214844,
"loss": 0.6833,
"rewards/accuracies": 0.609375,
"rewards/chosen": 0.06420192122459412,
"rewards/margins": 0.015458992682397366,
"rewards/rejected": 0.048742931336164474,
"step": 52
},
{
"dpo_lambda": 0.9945492744445801,
"epoch": 0.1109657157812091,
"grad_norm": 4.1504325386412395,
"learning_rate": 4.998324337072792e-07,
"logits/chosen": -0.8832409381866455,
"logits/rejected": -0.9020228385925293,
"logps/chosen": -230.05926513671875,
"logps/rejected": -230.46888732910156,
"loss": 0.6786,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.06142224371433258,
"rewards/margins": 0.030234448611736298,
"rewards/rejected": 0.03118780255317688,
"step": 53
},
{
"dpo_lambda": 0.9944444298744202,
"epoch": 0.11305940853179795,
"grad_norm": 4.022336476891531,
"learning_rate": 4.997587164001815e-07,
"logits/chosen": -0.9572932720184326,
"logits/rejected": -0.8822497129440308,
"logps/chosen": -312.7522277832031,
"logps/rejected": -292.34979248046875,
"loss": 0.6729,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.0748954638838768,
"rewards/margins": 0.05051225423812866,
"rewards/rejected": 0.02438320592045784,
"step": 54
},
{
"dpo_lambda": 0.9943395853042603,
"epoch": 0.11515310128238682,
"grad_norm": 4.085909737303222,
"learning_rate": 4.996716052911017e-07,
"logits/chosen": -0.798669159412384,
"logits/rejected": -0.8256829380989075,
"logps/chosen": -270.40679931640625,
"logps/rejected": -253.59112548828125,
"loss": 0.677,
"rewards/accuracies": 0.796875,
"rewards/chosen": 0.07010850310325623,
"rewards/margins": 0.03986787796020508,
"rewards/rejected": 0.030240625143051147,
"step": 55
},
{
"dpo_lambda": 0.9942349195480347,
"epoch": 0.11724679403297567,
"grad_norm": 4.021809912258076,
"learning_rate": 4.99571105051544e-07,
"logits/chosen": -0.8572608232498169,
"logits/rejected": -0.9068230390548706,
"logps/chosen": -269.0156555175781,
"logps/rejected": -263.5270690917969,
"loss": 0.6726,
"rewards/accuracies": 0.640625,
"rewards/chosen": 0.0742337703704834,
"rewards/margins": 0.03828868642449379,
"rewards/rejected": 0.03594507277011871,
"step": 56
},
{
"dpo_lambda": 0.99413001537323,
"epoch": 0.11934048678356451,
"grad_norm": 4.4423528608842995,
"learning_rate": 4.994572210710314e-07,
"logits/chosen": -0.8098608255386353,
"logits/rejected": -0.9324737787246704,
"logps/chosen": -323.1205749511719,
"logps/rejected": -322.8743896484375,
"loss": 0.6707,
"rewards/accuracies": 0.796875,
"rewards/chosen": 0.07381981611251831,
"rewards/margins": 0.053245287388563156,
"rewards/rejected": 0.020574528723955154,
"step": 57
},
{
"dpo_lambda": 0.9940251708030701,
"epoch": 0.12143417953415336,
"grad_norm": 6.2104322840923984,
"learning_rate": 4.993299594568162e-07,
"logits/chosen": -0.7725510001182556,
"logits/rejected": -0.882312536239624,
"logps/chosen": -274.6170654296875,
"logps/rejected": -282.4775390625,
"loss": 0.669,
"rewards/accuracies": 0.71875,
"rewards/chosen": 0.0651557445526123,
"rewards/margins": 0.04476066306233406,
"rewards/rejected": 0.020395075902342796,
"step": 58
},
{
"dpo_lambda": 0.9939203262329102,
"epoch": 0.12352787228474221,
"grad_norm": 4.039407324119509,
"learning_rate": 4.991893270335525e-07,
"logits/chosen": -0.8754050731658936,
"logits/rejected": -0.9039373397827148,
"logps/chosen": -300.01531982421875,
"logps/rejected": -246.3870086669922,
"loss": 0.6774,
"rewards/accuracies": 0.703125,
"rewards/chosen": 0.0613943375647068,
"rewards/margins": 0.04010332375764847,
"rewards/rejected": 0.021291015669703484,
"step": 59
},
{
"dpo_lambda": 0.9938154816627502,
"epoch": 0.12562156503533106,
"grad_norm": 4.220351838843851,
"learning_rate": 4.990353313429303e-07,
"logits/chosen": -0.8983861804008484,
"logits/rejected": -0.9741111397743225,
"logps/chosen": -293.3563537597656,
"logps/rejected": -272.404052734375,
"loss": 0.6698,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.050274576991796494,
"rewards/margins": 0.04937704652547836,
"rewards/rejected": 0.0008975326200015843,
"step": 60
},
{
"dpo_lambda": 0.9937106370925903,
"epoch": 0.1277152577859199,
"grad_norm": 4.830185238287808,
"learning_rate": 4.988679806432711e-07,
"logits/chosen": -0.8061741590499878,
"logits/rejected": -0.8219490051269531,
"logps/chosen": -333.5423278808594,
"logps/rejected": -304.4486083984375,
"loss": 0.6691,
"rewards/accuracies": 0.765625,
"rewards/chosen": 0.04406392201781273,
"rewards/margins": 0.0422632060945034,
"rewards/rejected": 0.0018007168546319008,
"step": 61
},
{
"dpo_lambda": 0.9936057329177856,
"epoch": 0.12980895053650876,
"grad_norm": 13.0411543579937,
"learning_rate": 4.986872839090852e-07,
"logits/chosen": -0.9093612432479858,
"logits/rejected": -0.987296998500824,
"logps/chosen": -323.12005615234375,
"logps/rejected": -277.0774841308594,
"loss": 0.6655,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.05420689284801483,
"rewards/margins": 0.06399476528167725,
"rewards/rejected": -0.009787879884243011,
"step": 62
},
{
"dpo_lambda": 0.9935011267662048,
"epoch": 0.1319026432870976,
"grad_norm": 7.307100303338513,
"learning_rate": 4.9849325083059e-07,
"logits/chosen": -0.9184948205947876,
"logits/rejected": -0.9709855914115906,
"logps/chosen": -288.5375061035156,
"logps/rejected": -257.5970458984375,
"loss": 0.6596,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.03467197343707085,
"rewards/margins": 0.061485495418310165,
"rewards/rejected": -0.02681351825594902,
"step": 63
},
{
"dpo_lambda": 0.9933962225914001,
"epoch": 0.13399633603768646,
"grad_norm": 3.6883053376031145,
"learning_rate": 4.982858918131906e-07,
"logits/chosen": -0.8752248287200928,
"logits/rejected": -0.918498158454895,
"logps/chosen": -278.55010986328125,
"logps/rejected": -274.21343994140625,
"loss": 0.675,
"rewards/accuracies": 0.609375,
"rewards/chosen": 0.004433615133166313,
"rewards/margins": 0.035762809216976166,
"rewards/rejected": -0.031329195946455,
"step": 64
},
{
"dpo_lambda": 0.9932913780212402,
"epoch": 0.1360900287882753,
"grad_norm": 8.921064153450724,
"learning_rate": 4.980652179769217e-07,
"logits/chosen": -0.8184975385665894,
"logits/rejected": -0.8712335824966431,
"logps/chosen": -291.94488525390625,
"logps/rejected": -271.47967529296875,
"loss": 0.6645,
"rewards/accuracies": 0.65625,
"rewards/chosen": 0.01280883327126503,
"rewards/margins": 0.057765569537878036,
"rewards/rejected": -0.04495673626661301,
"step": 65
},
{
"dpo_lambda": 0.9931865334510803,
"epoch": 0.13818372153886418,
"grad_norm": 6.714346880863985,
"learning_rate": 4.978312411558517e-07,
"logits/chosen": -0.8184133172035217,
"logits/rejected": -0.8564844727516174,
"logps/chosen": -355.27081298828125,
"logps/rejected": -319.2922058105469,
"loss": 0.6674,
"rewards/accuracies": 0.734375,
"rewards/chosen": 0.02395615540444851,
"rewards/margins": 0.07637568563222885,
"rewards/rejected": -0.05241953209042549,
"step": 66
},
{
"dpo_lambda": 0.9930816888809204,
"epoch": 0.14027741428945303,
"grad_norm": 10.679575076032895,
"learning_rate": 4.975839738974473e-07,
"logits/chosen": -0.7999946475028992,
"logits/rejected": -0.8521921634674072,
"logps/chosen": -330.9016418457031,
"logps/rejected": -294.4024963378906,
"loss": 0.6446,
"rewards/accuracies": 0.65625,
"rewards/chosen": 0.010321049951016903,
"rewards/margins": 0.07487591356039047,
"rewards/rejected": -0.0645548552274704,
"step": 67
},
{
"dpo_lambda": 0.9929770231246948,
"epoch": 0.14237110704004188,
"grad_norm": 7.875861769063148,
"learning_rate": 4.97323429461901e-07,
"logits/chosen": -0.8829125165939331,
"logits/rejected": -0.9044405817985535,
"logps/chosen": -282.6078796386719,
"logps/rejected": -283.01708984375,
"loss": 0.6603,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.018198691308498383,
"rewards/margins": 0.04956141486763954,
"rewards/rejected": -0.06776010245084763,
"step": 68
},
{
"dpo_lambda": 0.9928721785545349,
"epoch": 0.14446479979063073,
"grad_norm": 4.618590469666639,
"learning_rate": 4.970496218214204e-07,
"logits/chosen": -0.8894454836845398,
"logits/rejected": -0.8717415928840637,
"logps/chosen": -294.20208740234375,
"logps/rejected": -314.8604431152344,
"loss": 0.6688,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.017065059393644333,
"rewards/margins": 0.0473010316491127,
"rewards/rejected": -0.06436608731746674,
"step": 69
},
{
"dpo_lambda": 0.9927672743797302,
"epoch": 0.14655849254121958,
"grad_norm": 6.326104311922183,
"learning_rate": 4.967625656594781e-07,
"logits/chosen": -0.8711340427398682,
"logits/rejected": -0.9299571514129639,
"logps/chosen": -270.4837646484375,
"logps/rejected": -288.94024658203125,
"loss": 0.666,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.007623748853802681,
"rewards/margins": 0.05371168255805969,
"rewards/rejected": -0.061335429549217224,
"step": 70
},
{
"dpo_lambda": 0.9926624894142151,
"epoch": 0.14865218529180843,
"grad_norm": 5.426572331511348,
"learning_rate": 4.964622763700252e-07,
"logits/chosen": -0.9065719842910767,
"logits/rejected": -0.937716007232666,
"logps/chosen": -359.8345947265625,
"logps/rejected": -333.8294372558594,
"loss": 0.6646,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.006900262087583542,
"rewards/margins": 0.06472197920084,
"rewards/rejected": -0.07162223756313324,
"step": 71
},
{
"dpo_lambda": 0.9925575852394104,
"epoch": 0.15074587804239728,
"grad_norm": 5.887744964119917,
"learning_rate": 4.961487700566646e-07,
"logits/chosen": -0.8798828721046448,
"logits/rejected": -0.9241186380386353,
"logps/chosen": -349.4935607910156,
"logps/rejected": -300.86651611328125,
"loss": 0.6537,
"rewards/accuracies": 0.671875,
"rewards/chosen": 0.019017428159713745,
"rewards/margins": 0.08565981686115265,
"rewards/rejected": -0.0666423887014389,
"step": 72
},
{
"dpo_lambda": 0.9924527406692505,
"epoch": 0.15283957079298613,
"grad_norm": 5.112043217977206,
"learning_rate": 4.958220635317885e-07,
"logits/chosen": -0.874078094959259,
"logits/rejected": -0.9611667990684509,
"logps/chosen": -358.426513671875,
"logps/rejected": -303.3841552734375,
"loss": 0.6627,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.017709314823150635,
"rewards/margins": 0.08091504871845245,
"rewards/rejected": -0.09862436354160309,
"step": 73
},
{
"dpo_lambda": 0.9923480749130249,
"epoch": 0.15493326354357498,
"grad_norm": 4.166549228246831,
"learning_rate": 4.954821743156767e-07,
"logits/chosen": -0.9340280890464783,
"logits/rejected": -0.8813725113868713,
"logps/chosen": -250.7559814453125,
"logps/rejected": -250.04638671875,
"loss": 0.6608,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.008466021157801151,
"rewards/margins": 0.06686487793922424,
"rewards/rejected": -0.07533089816570282,
"step": 74
},
{
"dpo_lambda": 0.992243230342865,
"epoch": 0.15702695629416383,
"grad_norm": 4.579667286901192,
"learning_rate": 4.951291206355559e-07,
"logits/chosen": -0.8417796492576599,
"logits/rejected": -0.8593603372573853,
"logps/chosen": -278.1746826171875,
"logps/rejected": -288.68060302734375,
"loss": 0.6551,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.008493858389556408,
"rewards/margins": 0.0969361662864685,
"rewards/rejected": -0.10543002933263779,
"step": 75
},
{
"dpo_lambda": 0.9921383857727051,
"epoch": 0.15912064904475268,
"grad_norm": 4.441173202852156,
"learning_rate": 4.947629214246236e-07,
"logits/chosen": -0.824394166469574,
"logits/rejected": -0.9439455270767212,
"logps/chosen": -264.31573486328125,
"logps/rejected": -238.005615234375,
"loss": 0.6518,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.01480570062994957,
"rewards/margins": 0.118388332426548,
"rewards/rejected": -0.10358262807130814,
"step": 76
},
{
"dpo_lambda": 0.9920335412025452,
"epoch": 0.16121434179534153,
"grad_norm": 4.800895103736595,
"learning_rate": 4.943835963210323e-07,
"logits/chosen": -0.9381400942802429,
"logits/rejected": -0.9885379672050476,
"logps/chosen": -291.7290344238281,
"logps/rejected": -253.0125274658203,
"loss": 0.6549,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.015666170045733452,
"rewards/margins": 0.09368825703859329,
"rewards/rejected": -0.1093544289469719,
"step": 77
},
{
"dpo_lambda": 0.9919286370277405,
"epoch": 0.16330803454593038,
"grad_norm": 6.9168703022954725,
"learning_rate": 4.939911656668361e-07,
"logits/chosen": -0.8449192047119141,
"logits/rejected": -0.9392167329788208,
"logps/chosen": -314.6385803222656,
"logps/rejected": -261.46875,
"loss": 0.6502,
"rewards/accuracies": 0.71875,
"rewards/chosen": 0.029134994372725487,
"rewards/margins": 0.11234299838542938,
"rewards/rejected": -0.08320800215005875,
"step": 78
},
{
"dpo_lambda": 0.9918240308761597,
"epoch": 0.16540172729651922,
"grad_norm": 7.545177066125938,
"learning_rate": 4.935856505068998e-07,
"logits/chosen": -0.9078419804573059,
"logits/rejected": -1.0092755556106567,
"logps/chosen": -275.2136535644531,
"logps/rejected": -308.03533935546875,
"loss": 0.6369,
"rewards/accuracies": 0.859375,
"rewards/chosen": 0.024624880403280258,
"rewards/margins": 0.13832628726959229,
"rewards/rejected": -0.11370141804218292,
"step": 79
},
{
"dpo_lambda": 0.991719126701355,
"epoch": 0.16749542004710807,
"grad_norm": 4.95330943717671,
"learning_rate": 4.93167072587771e-07,
"logits/chosen": -0.8874943256378174,
"logits/rejected": -0.9544984102249146,
"logps/chosen": -335.6016540527344,
"logps/rejected": -310.4072570800781,
"loss": 0.6488,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.06745388358831406,
"rewards/margins": 0.10092146694660187,
"rewards/rejected": -0.16837534308433533,
"step": 80
},
{
"dpo_lambda": 0.9916142821311951,
"epoch": 0.16958911279769695,
"grad_norm": 5.518201533595615,
"learning_rate": 4.92735454356513e-07,
"logits/chosen": -0.9439139366149902,
"logits/rejected": -0.9663654565811157,
"logps/chosen": -269.6962585449219,
"logps/rejected": -272.7530212402344,
"loss": 0.6392,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.0002646269276738167,
"rewards/margins": 0.1335701048374176,
"rewards/rejected": -0.13383471965789795,
"step": 81
},
{
"dpo_lambda": 0.9915094375610352,
"epoch": 0.1716828055482858,
"grad_norm": 6.030336679079051,
"learning_rate": 4.922908189595017e-07,
"logits/chosen": -0.9288738369941711,
"logits/rejected": -0.9926230311393738,
"logps/chosen": -279.9482421875,
"logps/rejected": -245.69894409179688,
"loss": 0.6471,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.009446481242775917,
"rewards/margins": 0.1037771925330162,
"rewards/rejected": -0.09433071315288544,
"step": 82
},
{
"dpo_lambda": 0.9914045929908752,
"epoch": 0.17377649829887465,
"grad_norm": 6.812109507351604,
"learning_rate": 4.918331902411841e-07,
"logits/chosen": -0.8729565143585205,
"logits/rejected": -0.9138444662094116,
"logps/chosen": -292.5542907714844,
"logps/rejected": -281.9892272949219,
"loss": 0.6523,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.008294099941849709,
"rewards/margins": 0.10660440474748611,
"rewards/rejected": -0.11489850282669067,
"step": 83
},
{
"dpo_lambda": 0.9912997484207153,
"epoch": 0.1758701910494635,
"grad_norm": 7.516475417347365,
"learning_rate": 4.913625927427995e-07,
"logits/chosen": -0.9265223741531372,
"logits/rejected": -0.9852555394172668,
"logps/chosen": -332.3023681640625,
"logps/rejected": -303.4096984863281,
"loss": 0.625,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.007811751216650009,
"rewards/margins": 0.1576412171125412,
"rewards/rejected": -0.1654529720544815,
"step": 84
},
{
"dpo_lambda": 0.9911948442459106,
"epoch": 0.17796388380005235,
"grad_norm": 5.373997547948311,
"learning_rate": 4.908790517010636e-07,
"logits/chosen": -0.9465526342391968,
"logits/rejected": -0.9650004506111145,
"logps/chosen": -305.8551330566406,
"logps/rejected": -287.52679443359375,
"loss": 0.6332,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.002578308340162039,
"rewards/margins": 0.12680523097515106,
"rewards/rejected": -0.12938354909420013,
"step": 85
},
{
"dpo_lambda": 0.9910901784896851,
"epoch": 0.1800575765506412,
"grad_norm": 5.931519307525962,
"learning_rate": 4.903825930468148e-07,
"logits/chosen": -0.8247543573379517,
"logits/rejected": -0.9537917375564575,
"logps/chosen": -288.71148681640625,
"logps/rejected": -268.2547302246094,
"loss": 0.623,
"rewards/accuracies": 0.84375,
"rewards/chosen": -0.024831930175423622,
"rewards/margins": 0.19303402304649353,
"rewards/rejected": -0.2178659439086914,
"step": 86
},
{
"dpo_lambda": 0.9909853339195251,
"epoch": 0.18215126930123005,
"grad_norm": 6.129440307717882,
"learning_rate": 4.898732434036243e-07,
"logits/chosen": -0.8919886350631714,
"logits/rejected": -0.9316573143005371,
"logps/chosen": -299.3219909667969,
"logps/rejected": -325.168212890625,
"loss": 0.6235,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.023229926824569702,
"rewards/margins": 0.1745581179857254,
"rewards/rejected": -0.1977880299091339,
"step": 87
},
{
"dpo_lambda": 0.9908804893493652,
"epoch": 0.1842449620518189,
"grad_norm": 21.191472422356895,
"learning_rate": 4.893510300863676e-07,
"logits/chosen": -0.8724699020385742,
"logits/rejected": -0.894172191619873,
"logps/chosen": -249.15235900878906,
"logps/rejected": -276.5699768066406,
"loss": 0.6509,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.10194307565689087,
"rewards/margins": 0.10438381880521774,
"rewards/rejected": -0.2063269019126892,
"step": 88
},
{
"dpo_lambda": 0.9907756447792053,
"epoch": 0.18633865480240774,
"grad_norm": 9.630094496567592,
"learning_rate": 4.8881598109976e-07,
"logits/chosen": -0.8519224524497986,
"logits/rejected": -0.9527184367179871,
"logps/chosen": -374.3948974609375,
"logps/rejected": -337.03668212890625,
"loss": 0.6426,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.08539784699678421,
"rewards/margins": 0.12617787718772888,
"rewards/rejected": -0.2115756869316101,
"step": 89
},
{
"dpo_lambda": 0.9906708002090454,
"epoch": 0.1884323475529966,
"grad_norm": 6.3578631755387525,
"learning_rate": 4.882681251368548e-07,
"logits/chosen": -0.8806661367416382,
"logits/rejected": -0.8995652794837952,
"logps/chosen": -294.17474365234375,
"logps/rejected": -294.7281494140625,
"loss": 0.6287,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.12962456047534943,
"rewards/margins": 0.16316621005535126,
"rewards/rejected": -0.29279080033302307,
"step": 90
},
{
"dpo_lambda": 0.9905661344528198,
"epoch": 0.19052604030358544,
"grad_norm": 6.600987454158478,
"learning_rate": 4.877074915775048e-07,
"logits/chosen": -0.8745786547660828,
"logits/rejected": -0.8542971611022949,
"logps/chosen": -327.0505065917969,
"logps/rejected": -289.8307800292969,
"loss": 0.6266,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.08782470226287842,
"rewards/margins": 0.18679843842983246,
"rewards/rejected": -0.2746231257915497,
"step": 91
},
{
"dpo_lambda": 0.9904612898826599,
"epoch": 0.1926197330541743,
"grad_norm": 8.081977238915549,
"learning_rate": 4.871341104867864e-07,
"logits/chosen": -0.8323448896408081,
"logits/rejected": -0.9532727599143982,
"logps/chosen": -301.7206726074219,
"logps/rejected": -277.83123779296875,
"loss": 0.6013,
"rewards/accuracies": 0.875,
"rewards/chosen": -0.041278161108493805,
"rewards/margins": 0.25224485993385315,
"rewards/rejected": -0.29352301359176636,
"step": 92
},
{
"dpo_lambda": 0.9903563857078552,
"epoch": 0.19471342580476314,
"grad_norm": 11.457731875661583,
"learning_rate": 4.865480126133871e-07,
"logits/chosen": -0.8399688005447388,
"logits/rejected": -0.9014586210250854,
"logps/chosen": -277.01605224609375,
"logps/rejected": -324.4666442871094,
"loss": 0.618,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.08516222983598709,
"rewards/margins": 0.19609113037586212,
"rewards/rejected": -0.2812533378601074,
"step": 93
},
{
"dpo_lambda": 0.9902515411376953,
"epoch": 0.196807118555352,
"grad_norm": 8.795130599904098,
"learning_rate": 4.859492293879573e-07,
"logits/chosen": -0.8535427451133728,
"logits/rejected": -0.8940081000328064,
"logps/chosen": -243.99441528320312,
"logps/rejected": -254.5758819580078,
"loss": 0.6554,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.05271986871957779,
"rewards/margins": 0.1381668746471405,
"rewards/rejected": -0.1908867508172989,
"step": 94
},
{
"dpo_lambda": 0.9901466965675354,
"epoch": 0.19890081130594087,
"grad_norm": 22.46452853252336,
"learning_rate": 4.853377929214243e-07,
"logits/chosen": -0.8657770156860352,
"logits/rejected": -0.8967228531837463,
"logps/chosen": -309.3226623535156,
"logps/rejected": -328.7403564453125,
"loss": 0.6138,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.12215033918619156,
"rewards/margins": 0.18180522322654724,
"rewards/rejected": -0.3039555251598358,
"step": 95
},
{
"dpo_lambda": 0.9900418519973755,
"epoch": 0.20099450405652972,
"grad_norm": 6.7949580684730515,
"learning_rate": 4.847137360032699e-07,
"logits/chosen": -0.9191737771034241,
"logits/rejected": -0.9387893676757812,
"logps/chosen": -324.2237854003906,
"logps/rejected": -314.5294189453125,
"loss": 0.6324,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.09853880852460861,
"rewards/margins": 0.2057497352361679,
"rewards/rejected": -0.3042885363101959,
"step": 96
},
{
"dpo_lambda": 0.9899371862411499,
"epoch": 0.20308819680711857,
"grad_norm": 6.158606287373961,
"learning_rate": 4.84077092099773e-07,
"logits/chosen": -0.8146138787269592,
"logits/rejected": -0.8111870884895325,
"logps/chosen": -346.63946533203125,
"logps/rejected": -317.3700866699219,
"loss": 0.6245,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.11687865853309631,
"rewards/margins": 0.15650136768817902,
"rewards/rejected": -0.2733800411224365,
"step": 97
},
{
"dpo_lambda": 0.98983234167099,
"epoch": 0.20518188955770741,
"grad_norm": 5.273144558536801,
"learning_rate": 4.834278953522137e-07,
"logits/chosen": -0.8933238983154297,
"logits/rejected": -0.9000183343887329,
"logps/chosen": -341.7193298339844,
"logps/rejected": -319.6878662109375,
"loss": 0.6252,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.05204794183373451,
"rewards/margins": 0.19676589965820312,
"rewards/rejected": -0.24881383776664734,
"step": 98
},
{
"dpo_lambda": 0.9897274374961853,
"epoch": 0.20727558230829626,
"grad_norm": 13.514515103851846,
"learning_rate": 4.827661805750437e-07,
"logits/chosen": -0.8712120652198792,
"logits/rejected": -0.8879258632659912,
"logps/chosen": -251.89381408691406,
"logps/rejected": -281.3234558105469,
"loss": 0.6548,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.11316128820180893,
"rewards/margins": 0.16183218359947205,
"rewards/rejected": -0.2749934792518616,
"step": 99
},
{
"dpo_lambda": 0.9896226525306702,
"epoch": 0.2093692750588851,
"grad_norm": 10.260926722198429,
"learning_rate": 4.820919832540181e-07,
"logits/chosen": -0.8627618551254272,
"logits/rejected": -0.9980306029319763,
"logps/chosen": -315.52777099609375,
"logps/rejected": -257.67620849609375,
"loss": 0.5951,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.033613838255405426,
"rewards/margins": 0.22266733646392822,
"rewards/rejected": -0.25628116726875305,
"step": 100
},
{
"epoch": 0.2093692750588851,
"eval_dpo_lambda": 0.9895178079605103,
"eval_logits/chosen": -0.8666641712188721,
"eval_logits/rejected": -0.919507622718811,
"eval_logps/chosen": -309.2590637207031,
"eval_logps/rejected": -298.4849853515625,
"eval_loss": 0.6223126649856567,
"eval_rewards/accuracies": 0.7129999995231628,
"eval_rewards/chosen": -0.08612177520990372,
"eval_rewards/margins": 0.18842005729675293,
"eval_rewards/rejected": -0.27454182505607605,
"eval_runtime": 560.924,
"eval_samples_per_second": 3.566,
"eval_steps_per_second": 0.891,
"step": 100
},
{
"dpo_lambda": 0.9895177483558655,
"epoch": 0.21146296780947396,
"grad_norm": 11.934315941165567,
"learning_rate": 4.814053395442932e-07,
"logits/chosen": -0.9160792231559753,
"logits/rejected": -0.958967924118042,
"logps/chosen": -295.62933349609375,
"logps/rejected": -283.5747985839844,
"loss": 0.6385,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.10350628197193146,
"rewards/margins": 0.18040822446346283,
"rewards/rejected": -0.2839145362377167,
"step": 101
},
{
"dpo_lambda": 0.9894131422042847,
"epoch": 0.2135566605600628,
"grad_norm": 13.96418452441393,
"learning_rate": 4.807062862684873e-07,
"logits/chosen": -0.8515546917915344,
"logits/rejected": -0.8713206648826599,
"logps/chosen": -274.0570068359375,
"logps/rejected": -318.78070068359375,
"loss": 0.6274,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.14027418196201324,
"rewards/margins": 0.13299782574176788,
"rewards/rejected": -0.27327200770378113,
"step": 102
},
{
"dpo_lambda": 0.98930823802948,
"epoch": 0.21565035331065166,
"grad_norm": 8.696396287402754,
"learning_rate": 4.799948609147061e-07,
"logits/chosen": -0.8648073673248291,
"logits/rejected": -0.9215875267982483,
"logps/chosen": -344.8481140136719,
"logps/rejected": -380.5777893066406,
"loss": 0.6581,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.17415529489517212,
"rewards/margins": 0.04592770338058472,
"rewards/rejected": -0.22008298337459564,
"step": 103
},
{
"dpo_lambda": 0.9892033934593201,
"epoch": 0.2177440460612405,
"grad_norm": 13.71055022495119,
"learning_rate": 4.792711016345321e-07,
"logits/chosen": -0.8732472658157349,
"logits/rejected": -0.9386597275733948,
"logps/chosen": -254.61373901367188,
"logps/rejected": -265.4243469238281,
"loss": 0.6175,
"rewards/accuracies": 0.609375,
"rewards/chosen": -0.06950341910123825,
"rewards/margins": 0.21822991967201233,
"rewards/rejected": -0.2877333462238312,
"step": 104
},
{
"dpo_lambda": 0.9890985488891602,
"epoch": 0.21983773881182936,
"grad_norm": 13.927329236949847,
"learning_rate": 4.785350472409791e-07,
"logits/chosen": -0.8163785338401794,
"logits/rejected": -0.862995982170105,
"logps/chosen": -336.977783203125,
"logps/rejected": -323.1407165527344,
"loss": 0.6072,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.0720912292599678,
"rewards/margins": 0.2766712009906769,
"rewards/rejected": -0.3487624526023865,
"step": 105
},
{
"dpo_lambda": 0.9889937043190002,
"epoch": 0.2219314315624182,
"grad_norm": 17.021289496777705,
"learning_rate": 4.777867372064105e-07,
"logits/chosen": -0.8436889052391052,
"logits/rejected": -0.8120547533035278,
"logps/chosen": -302.01715087890625,
"logps/rejected": -307.5523681640625,
"loss": 0.6113,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.051165711134672165,
"rewards/margins": 0.24847164750099182,
"rewards/rejected": -0.2996373772621155,
"step": 106
},
{
"dpo_lambda": 0.9888888001441956,
"epoch": 0.22402512431300706,
"grad_norm": 16.04000803772397,
"learning_rate": 4.770262116604223e-07,
"logits/chosen": -0.7302054166793823,
"logits/rejected": -0.7980797290802002,
"logps/chosen": -311.28961181640625,
"logps/rejected": -275.90948486328125,
"loss": 0.6348,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.109623983502388,
"rewards/margins": 0.18497368693351746,
"rewards/rejected": -0.29459768533706665,
"step": 107
},
{
"dpo_lambda": 0.9887839555740356,
"epoch": 0.2261188170635959,
"grad_norm": 15.39744839277282,
"learning_rate": 4.7625351138769166e-07,
"logits/chosen": -0.8831318020820618,
"logits/rejected": -0.9750317335128784,
"logps/chosen": -317.7901306152344,
"logps/rejected": -317.9429016113281,
"loss": 0.6099,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.16366863250732422,
"rewards/margins": 0.2613745927810669,
"rewards/rejected": -0.4250431954860687,
"step": 108
},
{
"dpo_lambda": 0.9886792898178101,
"epoch": 0.22821250981418476,
"grad_norm": 22.120796176992506,
"learning_rate": 4.75468677825789e-07,
"logits/chosen": -0.796947717666626,
"logits/rejected": -0.8122372031211853,
"logps/chosen": -347.1046447753906,
"logps/rejected": -348.04705810546875,
"loss": 0.6219,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.19824260473251343,
"rewards/margins": 0.1869257688522339,
"rewards/rejected": -0.3851684033870697,
"step": 109
},
{
"dpo_lambda": 0.9885744452476501,
"epoch": 0.23030620256477363,
"grad_norm": 22.21838839500956,
"learning_rate": 4.7467175306295647e-07,
"logits/chosen": -0.8764458894729614,
"logits/rejected": -0.8621913194656372,
"logps/chosen": -290.6605224609375,
"logps/rejected": -304.8687438964844,
"loss": 0.6084,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.20384612679481506,
"rewards/margins": 0.18661168217658997,
"rewards/rejected": -0.39045780897140503,
"step": 110
},
{
"dpo_lambda": 0.9884696006774902,
"epoch": 0.23239989531536248,
"grad_norm": 15.44321482685626,
"learning_rate": 4.7386277983585053e-07,
"logits/chosen": -0.8445209264755249,
"logits/rejected": -0.8973492980003357,
"logps/chosen": -310.8070983886719,
"logps/rejected": -336.9670104980469,
"loss": 0.6198,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.22197970747947693,
"rewards/margins": 0.25436967611312866,
"rewards/rejected": -0.4763493537902832,
"step": 111
},
{
"dpo_lambda": 0.9883647561073303,
"epoch": 0.23449358806595133,
"grad_norm": 21.734524282209797,
"learning_rate": 4.7304180152725024e-07,
"logits/chosen": -0.7842965126037598,
"logits/rejected": -0.7857354283332825,
"logps/chosen": -340.5823974609375,
"logps/rejected": -327.64093017578125,
"loss": 0.5882,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.17074204981327057,
"rewards/margins": 0.3331073522567749,
"rewards/rejected": -0.5038493871688843,
"step": 112
},
{
"dpo_lambda": 0.9882599115371704,
"epoch": 0.23658728081654018,
"grad_norm": 17.283697072731332,
"learning_rate": 4.7220886216373085e-07,
"logits/chosen": -0.834023654460907,
"logits/rejected": -0.8667508363723755,
"logps/chosen": -341.08538818359375,
"logps/rejected": -288.1911315917969,
"loss": 0.6443,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.27939462661743164,
"rewards/margins": 0.20295719802379608,
"rewards/rejected": -0.48235180974006653,
"step": 113
},
{
"dpo_lambda": 0.9881552457809448,
"epoch": 0.23868097356712903,
"grad_norm": 23.58869951254614,
"learning_rate": 4.7136400641330245e-07,
"logits/chosen": -0.8713721036911011,
"logits/rejected": -0.8854274153709412,
"logps/chosen": -334.2297058105469,
"logps/rejected": -340.6756591796875,
"loss": 0.5903,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.16744357347488403,
"rewards/margins": 0.3070833086967468,
"rewards/rejected": -0.47452688217163086,
"step": 114
},
{
"dpo_lambda": 0.9880504012107849,
"epoch": 0.24077466631771788,
"grad_norm": 15.006316309545257,
"learning_rate": 4.70507279583015e-07,
"logits/chosen": -0.7990316152572632,
"logits/rejected": -0.9022696018218994,
"logps/chosen": -310.5735168457031,
"logps/rejected": -295.2878112792969,
"loss": 0.6205,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.14761359989643097,
"rewards/margins": 0.22134283185005188,
"rewards/rejected": -0.36895644664764404,
"step": 115
},
{
"dpo_lambda": 0.9879454970359802,
"epoch": 0.24286835906830673,
"grad_norm": 11.83329907541787,
"learning_rate": 4.6963872761652834e-07,
"logits/chosen": -0.7804672718048096,
"logits/rejected": -0.8577914834022522,
"logps/chosen": -336.4219665527344,
"logps/rejected": -331.4212341308594,
"loss": 0.6112,
"rewards/accuracies": 0.609375,
"rewards/chosen": -0.18096496164798737,
"rewards/margins": 0.20200692117214203,
"rewards/rejected": -0.3829718828201294,
"step": 116
},
{
"dpo_lambda": 0.9878406524658203,
"epoch": 0.24496205181889558,
"grad_norm": 23.71777196224923,
"learning_rate": 4.687583970916486e-07,
"logits/chosen": -0.8969647884368896,
"logits/rejected": -0.885977029800415,
"logps/chosen": -370.19537353515625,
"logps/rejected": -361.7889709472656,
"loss": 0.5848,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.09151718765497208,
"rewards/margins": 0.2100907266139984,
"rewards/rejected": -0.3016079068183899,
"step": 117
},
{
"dpo_lambda": 0.9877358078956604,
"epoch": 0.24705574456948443,
"grad_norm": 10.243313554179645,
"learning_rate": 4.6786633521783005e-07,
"logits/chosen": -0.8844261765480042,
"logits/rejected": -0.8958966732025146,
"logps/chosen": -304.04376220703125,
"logps/rejected": -314.54034423828125,
"loss": 0.6086,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.05434232950210571,
"rewards/margins": 0.1959638148546219,
"rewards/rejected": -0.2503061294555664,
"step": 118
},
{
"dpo_lambda": 0.9876309633255005,
"epoch": 0.24914943732007327,
"grad_norm": 14.635815803976675,
"learning_rate": 4.669625898336438e-07,
"logits/chosen": -0.8229978084564209,
"logits/rejected": -0.9754506945610046,
"logps/chosen": -313.97821044921875,
"logps/rejected": -286.31610107421875,
"loss": 0.6014,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.030857756733894348,
"rewards/margins": 0.2675139904022217,
"rewards/rejected": -0.2983717620372772,
"step": 119
},
{
"dpo_lambda": 0.9875260591506958,
"epoch": 0.2512431300706621,
"grad_norm": 14.480284643195642,
"learning_rate": 4.6604720940421207e-07,
"logits/chosen": -0.9286684989929199,
"logits/rejected": -0.9161196947097778,
"logps/chosen": -287.4082336425781,
"logps/rejected": -302.98394775390625,
"loss": 0.6246,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.07125397026538849,
"rewards/margins": 0.1770327091217041,
"rewards/rejected": -0.2482866793870926,
"step": 120
},
{
"dpo_lambda": 0.987421452999115,
"epoch": 0.253336822821251,
"grad_norm": 23.772174182910327,
"learning_rate": 4.651202430186092e-07,
"logits/chosen": -0.8641669750213623,
"logits/rejected": -0.9186245203018188,
"logps/chosen": -300.3369445800781,
"logps/rejected": -298.85186767578125,
"loss": 0.5863,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.03199971839785576,
"rewards/margins": 0.27820879220962524,
"rewards/rejected": -0.2462090402841568,
"step": 121
},
{
"dpo_lambda": 0.9873165488243103,
"epoch": 0.2554305155718398,
"grad_norm": 9.02656815319192,
"learning_rate": 4.6418174038722924e-07,
"logits/chosen": -0.7821521162986755,
"logits/rejected": -0.8236280679702759,
"logps/chosen": -308.3457946777344,
"logps/rejected": -312.6419372558594,
"loss": 0.6026,
"rewards/accuracies": 0.828125,
"rewards/chosen": 0.005551555659621954,
"rewards/margins": 0.258663147687912,
"rewards/rejected": -0.2531115412712097,
"step": 122
},
{
"dpo_lambda": 0.9872117638587952,
"epoch": 0.25752420832242867,
"grad_norm": 12.797039121653263,
"learning_rate": 4.6323175183912023e-07,
"logits/chosen": -0.8209193348884583,
"logits/rejected": -0.8819643259048462,
"logps/chosen": -309.806640625,
"logps/rejected": -299.98272705078125,
"loss": 0.5909,
"rewards/accuracies": 0.796875,
"rewards/chosen": 0.021201107650995255,
"rewards/margins": 0.2730109691619873,
"rewards/rejected": -0.25180989503860474,
"step": 123
},
{
"dpo_lambda": 0.9871068596839905,
"epoch": 0.2596179010730175,
"grad_norm": 7.647022983322272,
"learning_rate": 4.6227032831928483e-07,
"logits/chosen": -0.8404148817062378,
"logits/rejected": -0.9573003649711609,
"logps/chosen": -296.4405822753906,
"logps/rejected": -270.74261474609375,
"loss": 0.586,
"rewards/accuracies": 0.78125,
"rewards/chosen": 0.0421200767159462,
"rewards/margins": 0.28268861770629883,
"rewards/rejected": -0.24056854844093323,
"step": 124
},
{
"dpo_lambda": 0.9870020151138306,
"epoch": 0.26171159382360637,
"grad_norm": 11.869445654498206,
"learning_rate": 4.612975213859487e-07,
"logits/chosen": -0.7934362888336182,
"logits/rejected": -0.8030596971511841,
"logps/chosen": -304.19854736328125,
"logps/rejected": -326.1468811035156,
"loss": 0.6335,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.024688338860869408,
"rewards/margins": 0.17326180636882782,
"rewards/rejected": -0.19795015454292297,
"step": 125
},
{
"dpo_lambda": 0.986897349357605,
"epoch": 0.2638052865741952,
"grad_norm": 12.097213815976195,
"learning_rate": 4.603133832077953e-07,
"logits/chosen": -0.8276994228363037,
"logits/rejected": -0.8561450242996216,
"logps/chosen": -279.8558044433594,
"logps/rejected": -314.57623291015625,
"loss": 0.6161,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.027820399031043053,
"rewards/margins": 0.24257630109786987,
"rewards/rejected": -0.27039670944213867,
"step": 126
},
{
"dpo_lambda": 0.9867925047874451,
"epoch": 0.26589897932478407,
"grad_norm": 12.805906049426016,
"learning_rate": 4.5931796656116837e-07,
"logits/chosen": -0.8533681631088257,
"logits/rejected": -0.9015665054321289,
"logps/chosen": -276.1855773925781,
"logps/rejected": -236.68948364257812,
"loss": 0.6133,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.03461135923862457,
"rewards/margins": 0.2219991385936737,
"rewards/rejected": -0.2566105127334595,
"step": 127
},
{
"dpo_lambda": 0.9866876006126404,
"epoch": 0.2679926720753729,
"grad_norm": 13.678592922691685,
"learning_rate": 4.5831132482724193e-07,
"logits/chosen": -0.7873022556304932,
"logits/rejected": -0.8093962669372559,
"logps/chosen": -333.6779479980469,
"logps/rejected": -326.9761657714844,
"loss": 0.6197,
"rewards/accuracies": 0.734375,
"rewards/chosen": 0.007106524892151356,
"rewards/margins": 0.2661459445953369,
"rewards/rejected": -0.25903940200805664,
"step": 128
},
{
"dpo_lambda": 0.9865828156471252,
"epoch": 0.27008636482596177,
"grad_norm": 17.49566260823807,
"learning_rate": 4.5729351198915705e-07,
"logits/chosen": -0.7583063244819641,
"logits/rejected": -0.7912325263023376,
"logps/chosen": -297.1742248535156,
"logps/rejected": -275.2450256347656,
"loss": 0.6159,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.051353394985198975,
"rewards/margins": 0.2515460252761841,
"rewards/rejected": -0.30289942026138306,
"step": 129
},
{
"dpo_lambda": 0.9864779114723206,
"epoch": 0.2721800575765506,
"grad_norm": 25.445809464675612,
"learning_rate": 4.5626458262912735e-07,
"logits/chosen": -0.8182171583175659,
"logits/rejected": -0.9255108833312988,
"logps/chosen": -311.99383544921875,
"logps/rejected": -313.9915771484375,
"loss": 0.5597,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.030926331877708435,
"rewards/margins": 0.39924901723861694,
"rewards/rejected": -0.4301753342151642,
"step": 130
},
{
"dpo_lambda": 0.9863730669021606,
"epoch": 0.27427375032713947,
"grad_norm": 26.072654774993698,
"learning_rate": 4.5522459192551166e-07,
"logits/chosen": -0.9452874660491943,
"logits/rejected": -0.9563214778900146,
"logps/chosen": -303.7942199707031,
"logps/rejected": -345.29248046875,
"loss": 0.5636,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.014308175072073936,
"rewards/margins": 0.3875415325164795,
"rewards/rejected": -0.40184974670410156,
"step": 131
},
{
"dpo_lambda": 0.9862684011459351,
"epoch": 0.27636744307772837,
"grad_norm": 10.966972949000139,
"learning_rate": 4.541735956498554e-07,
"logits/chosen": -0.8571950793266296,
"logits/rejected": -0.9126186966896057,
"logps/chosen": -292.915283203125,
"logps/rejected": -323.6187744140625,
"loss": 0.6018,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.16021493077278137,
"rewards/margins": 0.1987317055463791,
"rewards/rejected": -0.35894662141799927,
"step": 132
},
{
"dpo_lambda": 0.9861635565757751,
"epoch": 0.2784611358283172,
"grad_norm": 34.670416720237725,
"learning_rate": 4.5311165016389914e-07,
"logits/chosen": -0.8171315789222717,
"logits/rejected": -0.9207563400268555,
"logps/chosen": -342.6995849609375,
"logps/rejected": -296.8974609375,
"loss": 0.597,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.10333568602800369,
"rewards/margins": 0.25441792607307434,
"rewards/rejected": -0.35775357484817505,
"step": 133
},
{
"dpo_lambda": 0.9860587120056152,
"epoch": 0.28055482857890607,
"grad_norm": 23.394857486137187,
"learning_rate": 4.520388124165564e-07,
"logits/chosen": -0.8245919942855835,
"logits/rejected": -0.8185215592384338,
"logps/chosen": -300.1319580078125,
"logps/rejected": -297.31475830078125,
"loss": 0.5945,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.19418853521347046,
"rewards/margins": 0.20099210739135742,
"rewards/rejected": -0.3951806426048279,
"step": 134
},
{
"dpo_lambda": 0.9859538674354553,
"epoch": 0.2826485213294949,
"grad_norm": 7.718880144493543,
"learning_rate": 4.5095513994085974e-07,
"logits/chosen": -0.8987231850624084,
"logits/rejected": -0.9302247166633606,
"logps/chosen": -382.30987548828125,
"logps/rejected": -354.4898681640625,
"loss": 0.5767,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.1764790415763855,
"rewards/margins": 0.21645787358283997,
"rewards/rejected": -0.39293694496154785,
"step": 135
},
{
"dpo_lambda": 0.9858490228652954,
"epoch": 0.28474221408008377,
"grad_norm": 17.245232915887495,
"learning_rate": 4.498606908508753e-07,
"logits/chosen": -0.8018785119056702,
"logits/rejected": -0.8587301969528198,
"logps/chosen": -328.37103271484375,
"logps/rejected": -353.09375,
"loss": 0.6028,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.25376439094543457,
"rewards/margins": 0.2805079221725464,
"rewards/rejected": -0.534272313117981,
"step": 136
},
{
"dpo_lambda": 0.9857443571090698,
"epoch": 0.2868359068306726,
"grad_norm": 15.123900053540126,
"learning_rate": 4.487555238385862e-07,
"logits/chosen": -0.7876870632171631,
"logits/rejected": -0.8026723861694336,
"logps/chosen": -352.7374267578125,
"logps/rejected": -343.4482421875,
"loss": 0.6128,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.346821665763855,
"rewards/margins": 0.20842283964157104,
"rewards/rejected": -0.555244505405426,
"step": 137
},
{
"dpo_lambda": 0.9856394529342651,
"epoch": 0.28892959958126146,
"grad_norm": 26.727256401161796,
"learning_rate": 4.476396981707453e-07,
"logits/chosen": -0.8450735807418823,
"logits/rejected": -0.8367375135421753,
"logps/chosen": -352.42425537109375,
"logps/rejected": -333.8371887207031,
"loss": 0.6371,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.3087271749973297,
"rewards/margins": 0.2823084592819214,
"rewards/rejected": -0.5910355448722839,
"step": 138
},
{
"dpo_lambda": 0.9855346083641052,
"epoch": 0.2910232923318503,
"grad_norm": 14.563523819252962,
"learning_rate": 4.4651327368569684e-07,
"logits/chosen": -0.845096230506897,
"logits/rejected": -0.8808258771896362,
"logps/chosen": -354.4432067871094,
"logps/rejected": -384.110595703125,
"loss": 0.5936,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.2789064645767212,
"rewards/margins": 0.35447943210601807,
"rewards/rejected": -0.6333858370780945,
"step": 139
},
{
"dpo_lambda": 0.9854297637939453,
"epoch": 0.29311698508243916,
"grad_norm": 31.649857730723095,
"learning_rate": 4.453763107901675e-07,
"logits/chosen": -0.8781813383102417,
"logits/rejected": -0.9100785851478577,
"logps/chosen": -329.0050048828125,
"logps/rejected": -334.69085693359375,
"loss": 0.6038,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.3453499972820282,
"rewards/margins": 0.23073923587799072,
"rewards/rejected": -0.5760892629623413,
"step": 140
},
{
"dpo_lambda": 0.9853249192237854,
"epoch": 0.295210677833028,
"grad_norm": 12.957393357512265,
"learning_rate": 4.4422887045602674e-07,
"logits/chosen": -0.862395167350769,
"logits/rejected": -0.9039013981819153,
"logps/chosen": -357.94085693359375,
"logps/rejected": -343.2564697265625,
"loss": 0.6154,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.4187580347061157,
"rewards/margins": 0.26384854316711426,
"rewards/rejected": -0.6826066374778748,
"step": 141
},
{
"dpo_lambda": 0.9852200746536255,
"epoch": 0.29730437058361686,
"grad_norm": 23.14332525158461,
"learning_rate": 4.4307101421701755e-07,
"logits/chosen": -0.8050290942192078,
"logits/rejected": -0.7742469310760498,
"logps/chosen": -327.2164001464844,
"logps/rejected": -315.2928466796875,
"loss": 0.5857,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.27529165148735046,
"rewards/margins": 0.37010371685028076,
"rewards/rejected": -0.6453953385353088,
"step": 142
},
{
"dpo_lambda": 0.9851151704788208,
"epoch": 0.2993980633342057,
"grad_norm": 30.166424003092107,
"learning_rate": 4.419028041654559e-07,
"logits/chosen": -0.841701865196228,
"logits/rejected": -0.9091044664382935,
"logps/chosen": -418.12188720703125,
"logps/rejected": -399.4429931640625,
"loss": 0.5794,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.28405290842056274,
"rewards/margins": 0.3614083528518677,
"rewards/rejected": -0.6454612612724304,
"step": 143
},
{
"dpo_lambda": 0.98501056432724,
"epoch": 0.30149175608479456,
"grad_norm": 26.814166923520364,
"learning_rate": 4.4072430294890166e-07,
"logits/chosen": -0.858585000038147,
"logits/rejected": -0.9625511765480042,
"logps/chosen": -327.3453674316406,
"logps/rejected": -345.5610656738281,
"loss": 0.5726,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.25485959649086,
"rewards/margins": 0.4206133484840393,
"rewards/rejected": -0.6754729747772217,
"step": 144
},
{
"dpo_lambda": 0.9849056601524353,
"epoch": 0.3035854488353834,
"grad_norm": 33.673895861881924,
"learning_rate": 4.395355737667985e-07,
"logits/chosen": -0.7440855503082275,
"logits/rejected": -0.7877547740936279,
"logps/chosen": -297.7661437988281,
"logps/rejected": -269.4111633300781,
"loss": 0.5726,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.2709321677684784,
"rewards/margins": 0.4294186532497406,
"rewards/rejected": -0.7003507614135742,
"step": 145
},
{
"dpo_lambda": 0.9848008155822754,
"epoch": 0.30567914158597226,
"grad_norm": 14.495187775717087,
"learning_rate": 4.3833668036708483e-07,
"logits/chosen": -0.8378518223762512,
"logits/rejected": -0.9328808784484863,
"logps/chosen": -362.03997802734375,
"logps/rejected": -315.01885986328125,
"loss": 0.6036,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.33166226744651794,
"rewards/margins": 0.36146122217178345,
"rewards/rejected": -0.6931235194206238,
"step": 146
},
{
"dpo_lambda": 0.9846959710121155,
"epoch": 0.3077728343365611,
"grad_norm": 24.93817427447256,
"learning_rate": 4.3712768704277524e-07,
"logits/chosen": -0.8426337242126465,
"logits/rejected": -0.8408235907554626,
"logps/chosen": -309.55853271484375,
"logps/rejected": -324.4660949707031,
"loss": 0.6112,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.31168290972709656,
"rewards/margins": 0.2369699627161026,
"rewards/rejected": -0.5486528873443604,
"step": 147
},
{
"dpo_lambda": 0.9845911264419556,
"epoch": 0.30986652708714996,
"grad_norm": 30.124781935289477,
"learning_rate": 4.3590865862851263e-07,
"logits/chosen": -0.7106437087059021,
"logits/rejected": -0.8285320997238159,
"logps/chosen": -318.2632141113281,
"logps/rejected": -340.59735107421875,
"loss": 0.5777,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.31502288579940796,
"rewards/margins": 0.3463708162307739,
"rewards/rejected": -0.6613936424255371,
"step": 148
},
{
"dpo_lambda": 0.98448646068573,
"epoch": 0.3119602198377388,
"grad_norm": 14.108616126201548,
"learning_rate": 4.346796604970912e-07,
"logits/chosen": -0.8086866736412048,
"logits/rejected": -0.8452584743499756,
"logps/chosen": -288.48724365234375,
"logps/rejected": -311.91583251953125,
"loss": 0.6104,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.21689504384994507,
"rewards/margins": 0.3877273499965668,
"rewards/rejected": -0.6046223640441895,
"step": 149
},
{
"dpo_lambda": 0.9843816161155701,
"epoch": 0.31405391258832765,
"grad_norm": 13.499936499224043,
"learning_rate": 4.3344075855595097e-07,
"logits/chosen": -0.9197017550468445,
"logits/rejected": -0.8716071844100952,
"logps/chosen": -272.93463134765625,
"logps/rejected": -351.92022705078125,
"loss": 0.6296,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.2734215557575226,
"rewards/margins": 0.2905915081501007,
"rewards/rejected": -0.5640130639076233,
"step": 150
},
{
"epoch": 0.31405391258832765,
"eval_dpo_lambda": 0.9842765927314758,
"eval_logits/chosen": -0.8554379940032959,
"eval_logits/rejected": -0.9008473753929138,
"eval_logps/chosen": -323.7625427246094,
"eval_logps/rejected": -323.91766357421875,
"eval_loss": 0.5972165465354919,
"eval_rewards/accuracies": 0.7099999785423279,
"eval_rewards/chosen": -0.23115603625774384,
"eval_rewards/margins": 0.2977127432823181,
"eval_rewards/rejected": -0.5288687944412231,
"eval_runtime": 561.0863,
"eval_samples_per_second": 3.565,
"eval_steps_per_second": 0.891,
"step": 150
},
{
"dpo_lambda": 0.9842767119407654,
"epoch": 0.3161476053389165,
"grad_norm": 12.904660992134803,
"learning_rate": 4.3219201924364323e-07,
"logits/chosen": -0.8644286394119263,
"logits/rejected": -0.9774547815322876,
"logps/chosen": -282.9930114746094,
"logps/rejected": -282.949462890625,
"loss": 0.6005,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.2265167385339737,
"rewards/margins": 0.2916352152824402,
"rewards/rejected": -0.5181519389152527,
"step": 151
},
{
"dpo_lambda": 0.9841719269752502,
"epoch": 0.31824129808950535,
"grad_norm": 12.854949528250394,
"learning_rate": 4.309335095262675e-07,
"logits/chosen": -0.8625615239143372,
"logits/rejected": -0.8919581174850464,
"logps/chosen": -322.06402587890625,
"logps/rejected": -339.1501159667969,
"loss": 0.5788,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.23511157929897308,
"rewards/margins": 0.34126943349838257,
"rewards/rejected": -0.5763810276985168,
"step": 152
},
{
"dpo_lambda": 0.9840670228004456,
"epoch": 0.3203349908400942,
"grad_norm": 17.39339060709683,
"learning_rate": 4.2966529689388064e-07,
"logits/chosen": -0.7854524850845337,
"logits/rejected": -0.8845511674880981,
"logps/chosen": -360.5038146972656,
"logps/rejected": -352.4007263183594,
"loss": 0.5801,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.19930708408355713,
"rewards/margins": 0.3281744718551636,
"rewards/rejected": -0.5274815559387207,
"step": 153
},
{
"dpo_lambda": 0.9839621782302856,
"epoch": 0.32242868359068305,
"grad_norm": 12.230075690240232,
"learning_rate": 4.2838744935687716e-07,
"logits/chosen": -0.9072690606117249,
"logits/rejected": -0.9368817210197449,
"logps/chosen": -416.1206359863281,
"logps/rejected": -363.433837890625,
"loss": 0.5941,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.21174053847789764,
"rewards/margins": 0.27678394317626953,
"rewards/rejected": -0.48852449655532837,
"step": 154
},
{
"dpo_lambda": 0.9838575124740601,
"epoch": 0.3245223763412719,
"grad_norm": 19.713309712130915,
"learning_rate": 4.271000354423425e-07,
"logits/chosen": -0.8548458814620972,
"logits/rejected": -0.8624852299690247,
"logps/chosen": -318.42828369140625,
"logps/rejected": -347.64312744140625,
"loss": 0.5767,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.24433034658432007,
"rewards/margins": 0.39910271763801575,
"rewards/rejected": -0.6434330344200134,
"step": 155
},
{
"dpo_lambda": 0.9837526679039001,
"epoch": 0.32661606909186075,
"grad_norm": 12.298734283978302,
"learning_rate": 4.258031241903777e-07,
"logits/chosen": -0.864250898361206,
"logits/rejected": -0.9269083738327026,
"logps/chosen": -321.51031494140625,
"logps/rejected": -344.8136291503906,
"loss": 0.6089,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.1979214996099472,
"rewards/margins": 0.3120463788509369,
"rewards/rejected": -0.5099678635597229,
"step": 156
},
{
"dpo_lambda": 0.9836478233337402,
"epoch": 0.3287097618424496,
"grad_norm": 14.320512468110298,
"learning_rate": 4.2449678515039743e-07,
"logits/chosen": -0.7892401218414307,
"logits/rejected": -0.8079796433448792,
"logps/chosen": -285.41900634765625,
"logps/rejected": -318.0777893066406,
"loss": 0.5903,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.18783962726593018,
"rewards/margins": 0.3478223383426666,
"rewards/rejected": -0.5356619954109192,
"step": 157
},
{
"dpo_lambda": 0.9835429787635803,
"epoch": 0.33080345459303845,
"grad_norm": 18.475777829614685,
"learning_rate": 4.2318108837739986e-07,
"logits/chosen": -0.8126506805419922,
"logits/rejected": -0.8585901260375977,
"logps/chosen": -347.2370910644531,
"logps/rejected": -341.1890563964844,
"loss": 0.5828,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.23844991624355316,
"rewards/margins": 0.38391149044036865,
"rewards/rejected": -0.6223613619804382,
"step": 158
},
{
"dpo_lambda": 0.9834380745887756,
"epoch": 0.3328971473436273,
"grad_norm": 24.273769149931997,
"learning_rate": 4.218561044282098e-07,
"logits/chosen": -0.8415407538414001,
"logits/rejected": -0.9418197274208069,
"logps/chosen": -289.1123046875,
"logps/rejected": -292.8475036621094,
"loss": 0.603,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.2409561723470688,
"rewards/margins": 0.232768252491951,
"rewards/rejected": -0.4737243950366974,
"step": 159
},
{
"dpo_lambda": 0.9833334684371948,
"epoch": 0.33499084009421615,
"grad_norm": 19.16029439073329,
"learning_rate": 4.2052190435769554e-07,
"logits/chosen": -0.8843802809715271,
"logits/rejected": -0.8616979718208313,
"logps/chosen": -278.7174072265625,
"logps/rejected": -297.68646240234375,
"loss": 0.5729,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.22543789446353912,
"rewards/margins": 0.3052656948566437,
"rewards/rejected": -0.530703604221344,
"step": 160
},
{
"dpo_lambda": 0.9832285642623901,
"epoch": 0.33708453284480505,
"grad_norm": 27.70767136536445,
"learning_rate": 4.1917855971495763e-07,
"logits/chosen": -0.8649369478225708,
"logits/rejected": -0.8855935335159302,
"logps/chosen": -345.121337890625,
"logps/rejected": -321.77685546875,
"loss": 0.5818,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.23856690526008606,
"rewards/margins": 0.43436694145202637,
"rewards/rejected": -0.6729338765144348,
"step": 161
},
{
"dpo_lambda": 0.9831237196922302,
"epoch": 0.3391782255953939,
"grad_norm": 11.16607639247331,
"learning_rate": 4.1782614253949255e-07,
"logits/chosen": -0.8402847647666931,
"logits/rejected": -0.8687560558319092,
"logps/chosen": -296.60333251953125,
"logps/rejected": -322.4178466796875,
"loss": 0.5853,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.23870237171649933,
"rewards/margins": 0.29797500371932983,
"rewards/rejected": -0.5366774201393127,
"step": 162
},
{
"dpo_lambda": 0.9830188751220703,
"epoch": 0.34127191834598275,
"grad_norm": 12.827576377715113,
"learning_rate": 4.164647253573289e-07,
"logits/chosen": -0.8716577887535095,
"logits/rejected": -0.8448370695114136,
"logps/chosen": -319.44024658203125,
"logps/rejected": -368.4493103027344,
"loss": 0.5854,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.18674519658088684,
"rewards/margins": 0.33129802346229553,
"rewards/rejected": -0.5180432796478271,
"step": 163
},
{
"dpo_lambda": 0.9829140305519104,
"epoch": 0.3433656110965716,
"grad_norm": 22.369252142701303,
"learning_rate": 4.1509438117713863e-07,
"logits/chosen": -0.8533887267112732,
"logits/rejected": -0.8673970103263855,
"logps/chosen": -253.2539520263672,
"logps/rejected": -341.646240234375,
"loss": 0.5423,
"rewards/accuracies": 0.828125,
"rewards/chosen": -0.22686009109020233,
"rewards/margins": 0.4404720067977905,
"rewards/rejected": -0.667332112789154,
"step": 164
},
{
"dpo_lambda": 0.9828091859817505,
"epoch": 0.34545930384716045,
"grad_norm": 28.98060239941749,
"learning_rate": 4.137151834863213e-07,
"logits/chosen": -0.9048106670379639,
"logits/rejected": -0.8988927602767944,
"logps/chosen": -297.9773254394531,
"logps/rejected": -348.6954040527344,
"loss": 0.6144,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.26717424392700195,
"rewards/margins": 0.3538207411766052,
"rewards/rejected": -0.6209949851036072,
"step": 165
},
{
"dpo_lambda": 0.9827042818069458,
"epoch": 0.3475529965977493,
"grad_norm": 31.29118255209507,
"learning_rate": 4.123272062470633e-07,
"logits/chosen": -0.8654748201370239,
"logits/rejected": -0.9055193662643433,
"logps/chosen": -285.4839172363281,
"logps/rejected": -312.4461364746094,
"loss": 0.6107,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.27893736958503723,
"rewards/margins": 0.3586209714412689,
"rewards/rejected": -0.6375582814216614,
"step": 166
},
{
"dpo_lambda": 0.9825996160507202,
"epoch": 0.34964668934833815,
"grad_norm": 24.71676505385136,
"learning_rate": 4.1093052389237174e-07,
"logits/chosen": -0.8707860708236694,
"logits/rejected": -0.915932834148407,
"logps/chosen": -295.7852478027344,
"logps/rejected": -305.9165954589844,
"loss": 0.6194,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.323090136051178,
"rewards/margins": 0.2546401023864746,
"rewards/rejected": -0.5777302980422974,
"step": 167
},
{
"dpo_lambda": 0.9824947714805603,
"epoch": 0.351740382098927,
"grad_norm": 34.53755245562597,
"learning_rate": 4.0952521132208267e-07,
"logits/chosen": -0.8362221121788025,
"logits/rejected": -0.9009256362915039,
"logps/chosen": -357.5538024902344,
"logps/rejected": -332.5069274902344,
"loss": 0.6059,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.3512650430202484,
"rewards/margins": 0.34191185235977173,
"rewards/rejected": -0.6931769251823425,
"step": 168
},
{
"dpo_lambda": 0.9823899269104004,
"epoch": 0.35383407484951584,
"grad_norm": 19.31427143784745,
"learning_rate": 4.081113438988443e-07,
"logits/chosen": -0.7671630382537842,
"logits/rejected": -0.797345757484436,
"logps/chosen": -353.42620849609375,
"logps/rejected": -344.4584045410156,
"loss": 0.6152,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.3698110580444336,
"rewards/margins": 0.3182661235332489,
"rewards/rejected": -0.6880770921707153,
"step": 169
},
{
"dpo_lambda": 0.9822850823402405,
"epoch": 0.3559277676001047,
"grad_norm": 47.091883796618596,
"learning_rate": 4.0668899744407567e-07,
"logits/chosen": -0.7545144557952881,
"logits/rejected": -0.844253659248352,
"logps/chosen": -298.80206298828125,
"logps/rejected": -371.48785400390625,
"loss": 0.5473,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.32974353432655334,
"rewards/margins": 0.4235215485095978,
"rewards/rejected": -0.7532650828361511,
"step": 170
},
{
"dpo_lambda": 0.9821802377700806,
"epoch": 0.35802146035069354,
"grad_norm": 58.75258029657535,
"learning_rate": 4.0525824823390043e-07,
"logits/chosen": -0.856792151927948,
"logits/rejected": -0.8787572383880615,
"logps/chosen": -319.53118896484375,
"logps/rejected": -321.0688781738281,
"loss": 0.5704,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3029014468193054,
"rewards/margins": 0.43716755509376526,
"rewards/rejected": -0.7400689721107483,
"step": 171
},
{
"dpo_lambda": 0.982075572013855,
"epoch": 0.3601151531012824,
"grad_norm": 13.60799588728662,
"learning_rate": 4.0381917299505686e-07,
"logits/chosen": -0.8702411651611328,
"logits/rejected": -0.9157892465591431,
"logps/chosen": -356.87030029296875,
"logps/rejected": -373.1155700683594,
"loss": 0.5837,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.3470417857170105,
"rewards/margins": 0.35888221859931946,
"rewards/rejected": -0.7059239745140076,
"step": 172
},
{
"dpo_lambda": 0.9819707274436951,
"epoch": 0.36220884585187124,
"grad_norm": 33.81883702967302,
"learning_rate": 4.0237184890078243e-07,
"logits/chosen": -0.9117413759231567,
"logits/rejected": -0.9689619541168213,
"logps/chosen": -386.8931579589844,
"logps/rejected": -378.5868835449219,
"loss": 0.5509,
"rewards/accuracies": 0.609375,
"rewards/chosen": -0.4211375415325165,
"rewards/margins": 0.35862040519714355,
"rewards/rejected": -0.7797579765319824,
"step": 173
},
{
"dpo_lambda": 0.9818658232688904,
"epoch": 0.3643025386024601,
"grad_norm": 25.48673031671082,
"learning_rate": 4.00916353566676e-07,
"logits/chosen": -0.8898088335990906,
"logits/rejected": -0.9703992605209351,
"logps/chosen": -353.3209228515625,
"logps/rejected": -407.6015930175781,
"loss": 0.5869,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.4089928865432739,
"rewards/margins": 0.37967556715011597,
"rewards/rejected": -0.7886685132980347,
"step": 174
},
{
"dpo_lambda": 0.9817609786987305,
"epoch": 0.36639623135304894,
"grad_norm": 60.06891288607582,
"learning_rate": 3.994527650465352e-07,
"logits/chosen": -0.8689991235733032,
"logits/rejected": -0.9080208539962769,
"logps/chosen": -352.3197021484375,
"logps/rejected": -376.54254150390625,
"loss": 0.5918,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.34678542613983154,
"rewards/margins": 0.4048980474472046,
"rewards/rejected": -0.7516834735870361,
"step": 175
},
{
"dpo_lambda": 0.9816561341285706,
"epoch": 0.3684899241036378,
"grad_norm": 44.658305155054634,
"learning_rate": 3.979811618281705e-07,
"logits/chosen": -0.846853494644165,
"logits/rejected": -0.8561269044876099,
"logps/chosen": -276.9634704589844,
"logps/rejected": -319.3321838378906,
"loss": 0.541,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.2748173773288727,
"rewards/margins": 0.4001079499721527,
"rewards/rejected": -0.6749253869056702,
"step": 176
},
{
"dpo_lambda": 0.9815512895584106,
"epoch": 0.37058361685422664,
"grad_norm": 76.56965412827621,
"learning_rate": 3.9650162282919654e-07,
"logits/chosen": -0.7609463930130005,
"logits/rejected": -0.8508155941963196,
"logps/chosen": -374.0244445800781,
"logps/rejected": -343.30615234375,
"loss": 0.5848,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.25858065485954285,
"rewards/margins": 0.4455993175506592,
"rewards/rejected": -0.7041800022125244,
"step": 177
},
{
"dpo_lambda": 0.9814466238021851,
"epoch": 0.3726773096048155,
"grad_norm": 23.278575599376282,
"learning_rate": 3.9501422739279953e-07,
"logits/chosen": -0.879623293876648,
"logits/rejected": -0.8756167888641357,
"logps/chosen": -329.4707946777344,
"logps/rejected": -348.7636413574219,
"loss": 0.5543,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.2765873074531555,
"rewards/margins": 0.47019055485725403,
"rewards/rejected": -0.7467778921127319,
"step": 178
},
{
"dpo_lambda": 0.9813417792320251,
"epoch": 0.37477100235540434,
"grad_norm": 21.754414666752645,
"learning_rate": 3.935190552834828e-07,
"logits/chosen": -0.9142841100692749,
"logits/rejected": -0.9394044876098633,
"logps/chosen": -328.6793518066406,
"logps/rejected": -372.35064697265625,
"loss": 0.582,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.2454470992088318,
"rewards/margins": 0.38764071464538574,
"rewards/rejected": -0.6330878138542175,
"step": 179
},
{
"dpo_lambda": 0.9812368750572205,
"epoch": 0.3768646951059932,
"grad_norm": 18.271146036301225,
"learning_rate": 3.920161866827889e-07,
"logits/chosen": -0.9230740666389465,
"logits/rejected": -0.9215205907821655,
"logps/chosen": -291.40277099609375,
"logps/rejected": -328.21923828125,
"loss": 0.5845,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.2792706787586212,
"rewards/margins": 0.36451247334480286,
"rewards/rejected": -0.6437831521034241,
"step": 180
},
{
"dpo_lambda": 0.9811320900917053,
"epoch": 0.37895838785658204,
"grad_norm": 51.1159936417294,
"learning_rate": 3.90505702185e-07,
"logits/chosen": -0.9331147074699402,
"logits/rejected": -0.9082576632499695,
"logps/chosen": -305.66302490234375,
"logps/rejected": -335.3623046875,
"loss": 0.6069,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.41276705265045166,
"rewards/margins": 0.3198656439781189,
"rewards/rejected": -0.7326326966285706,
"step": 181
},
{
"dpo_lambda": 0.9810271859169006,
"epoch": 0.3810520806071709,
"grad_norm": 32.33011835733113,
"learning_rate": 3.889876827928156e-07,
"logits/chosen": -0.9150969982147217,
"logits/rejected": -0.8999711275100708,
"logps/chosen": -335.1192932128906,
"logps/rejected": -358.4149475097656,
"loss": 0.5721,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.20234210789203644,
"rewards/margins": 0.4882466793060303,
"rewards/rejected": -0.6905888319015503,
"step": 182
},
{
"dpo_lambda": 0.9809223413467407,
"epoch": 0.38314577335775973,
"grad_norm": 22.410780663539438,
"learning_rate": 3.874622099130087e-07,
"logits/chosen": -0.8482258319854736,
"logits/rejected": -0.8427585363388062,
"logps/chosen": -368.4677734375,
"logps/rejected": -365.698486328125,
"loss": 0.5342,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.31965532898902893,
"rewards/margins": 0.5097999572753906,
"rewards/rejected": -0.8294552564620972,
"step": 183
},
{
"dpo_lambda": 0.9808176755905151,
"epoch": 0.3852394661083486,
"grad_norm": 40.02939969290002,
"learning_rate": 3.859293653520604e-07,
"logits/chosen": -0.8177944421768188,
"logits/rejected": -0.8422019481658936,
"logps/chosen": -315.3299865722656,
"logps/rejected": -358.39556884765625,
"loss": 0.5567,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.24775481224060059,
"rewards/margins": 0.4265044331550598,
"rewards/rejected": -0.6742592453956604,
"step": 184
},
{
"dpo_lambda": 0.9807128310203552,
"epoch": 0.38733315885893743,
"grad_norm": 28.798964377153162,
"learning_rate": 3.8438923131177237e-07,
"logits/chosen": -0.8667696714401245,
"logits/rejected": -0.9194180369377136,
"logps/chosen": -323.02752685546875,
"logps/rejected": -272.7005615234375,
"loss": 0.5917,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.28678402304649353,
"rewards/margins": 0.456429660320282,
"rewards/rejected": -0.7432136535644531,
"step": 185
},
{
"dpo_lambda": 0.9806079864501953,
"epoch": 0.3894268516095263,
"grad_norm": 45.016534861006626,
"learning_rate": 3.828418903848593e-07,
"logits/chosen": -0.9506804943084717,
"logits/rejected": -0.9454731345176697,
"logps/chosen": -313.6388244628906,
"logps/rejected": -321.62261962890625,
"loss": 0.5862,
"rewards/accuracies": 0.578125,
"rewards/chosen": -0.4552803635597229,
"rewards/margins": 0.20712202787399292,
"rewards/rejected": -0.6624024510383606,
"step": 186
},
{
"dpo_lambda": 0.9805031418800354,
"epoch": 0.39152054436011513,
"grad_norm": 57.520777558231316,
"learning_rate": 3.812874255505191e-07,
"logits/chosen": -0.8905811905860901,
"logits/rejected": -0.9345070123672485,
"logps/chosen": -321.8720703125,
"logps/rejected": -344.01934814453125,
"loss": 0.5348,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.35681191086769104,
"rewards/margins": 0.4626830220222473,
"rewards/rejected": -0.819494903087616,
"step": 187
},
{
"dpo_lambda": 0.9803982377052307,
"epoch": 0.393614237110704,
"grad_norm": 24.238007823715385,
"learning_rate": 3.797259201699833e-07,
"logits/chosen": -0.9128227233886719,
"logits/rejected": -0.8823633193969727,
"logps/chosen": -353.4268493652344,
"logps/rejected": -359.056396484375,
"loss": 0.6241,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.5055346488952637,
"rewards/margins": 0.16114425659179688,
"rewards/rejected": -0.6666789054870605,
"step": 188
},
{
"dpo_lambda": 0.9802933931350708,
"epoch": 0.39570792986129283,
"grad_norm": 48.17875296602705,
"learning_rate": 3.781574579820464e-07,
"logits/chosen": -0.8731621503829956,
"logits/rejected": -0.8945026397705078,
"logps/chosen": -283.6103820800781,
"logps/rejected": -288.29144287109375,
"loss": 0.6123,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.523615837097168,
"rewards/margins": 0.24947702884674072,
"rewards/rejected": -0.7730928659439087,
"step": 189
},
{
"dpo_lambda": 0.9801887273788452,
"epoch": 0.39780162261188173,
"grad_norm": 18.0718217557433,
"learning_rate": 3.765821230985757e-07,
"logits/chosen": -0.8426337242126465,
"logits/rejected": -0.8446739912033081,
"logps/chosen": -367.47344970703125,
"logps/rejected": -384.815185546875,
"loss": 0.5439,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.39618077874183655,
"rewards/margins": 0.5162340998649597,
"rewards/rejected": -0.9124149084091187,
"step": 190
},
{
"dpo_lambda": 0.9800838828086853,
"epoch": 0.3998953153624706,
"grad_norm": 21.830819632208076,
"learning_rate": 3.75e-07,
"logits/chosen": -0.9197947978973389,
"logits/rejected": -0.9434197545051575,
"logps/chosen": -327.9869384765625,
"logps/rejected": -383.2161560058594,
"loss": 0.6243,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.4305557608604431,
"rewards/margins": 0.25802311301231384,
"rewards/rejected": -0.6885788440704346,
"step": 191
},
{
"dpo_lambda": 0.9799790382385254,
"epoch": 0.40198900811305943,
"grad_norm": 78.10755969507458,
"learning_rate": 3.734111735307796e-07,
"logits/chosen": -0.8385262489318848,
"logits/rejected": -0.8365335464477539,
"logps/chosen": -269.979736328125,
"logps/rejected": -328.7428283691406,
"loss": 0.5734,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3273383378982544,
"rewards/margins": 0.37994542717933655,
"rewards/rejected": -0.7072837352752686,
"step": 192
},
{
"dpo_lambda": 0.9798741936683655,
"epoch": 0.4040827008636483,
"grad_norm": 13.276534069096611,
"learning_rate": 3.7181572889485623e-07,
"logits/chosen": -0.8739302158355713,
"logits/rejected": -0.8805893659591675,
"logps/chosen": -382.5960998535156,
"logps/rejected": -386.1152648925781,
"loss": 0.5846,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.5214099287986755,
"rewards/margins": 0.38677844405174255,
"rewards/rejected": -0.9081884622573853,
"step": 193
},
{
"dpo_lambda": 0.9797693490982056,
"epoch": 0.40617639361423713,
"grad_norm": 31.90170636280833,
"learning_rate": 3.7021375165108377e-07,
"logits/chosen": -0.8950821757316589,
"logits/rejected": -0.8792182803153992,
"logps/chosen": -327.24017333984375,
"logps/rejected": -352.606689453125,
"loss": 0.5566,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.4424905478954315,
"rewards/margins": 0.2954648733139038,
"rewards/rejected": -0.7379554510116577,
"step": 194
},
{
"dpo_lambda": 0.97966468334198,
"epoch": 0.408270086364826,
"grad_norm": 48.50857855939344,
"learning_rate": 3.6860532770864005e-07,
"logits/chosen": -0.7950228452682495,
"logits/rejected": -0.9293493628501892,
"logps/chosen": -341.1165466308594,
"logps/rejected": -340.11322021484375,
"loss": 0.5936,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.47899454832077026,
"rewards/margins": 0.3304406404495239,
"rewards/rejected": -0.8094351291656494,
"step": 195
},
{
"dpo_lambda": 0.9795597791671753,
"epoch": 0.41036377911541483,
"grad_norm": 14.344018616235443,
"learning_rate": 3.6699054332241985e-07,
"logits/chosen": -0.9165274500846863,
"logits/rejected": -0.948397696018219,
"logps/chosen": -339.11407470703125,
"logps/rejected": -363.7457275390625,
"loss": 0.5414,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.2974359691143036,
"rewards/margins": 0.4967215061187744,
"rewards/rejected": -0.7941575050354004,
"step": 196
},
{
"dpo_lambda": 0.9794549345970154,
"epoch": 0.4124574718660037,
"grad_norm": 16.146850927636255,
"learning_rate": 3.653694850884091e-07,
"logits/chosen": -0.9266453981399536,
"logits/rejected": -0.9306536912918091,
"logps/chosen": -336.86529541015625,
"logps/rejected": -395.9813537597656,
"loss": 0.6083,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.34124135971069336,
"rewards/margins": 0.3672024607658386,
"rewards/rejected": -0.708443820476532,
"step": 197
},
{
"dpo_lambda": 0.9793500900268555,
"epoch": 0.4145511646165925,
"grad_norm": 16.33656205714644,
"learning_rate": 3.6374223993904124e-07,
"logits/chosen": -0.8765822052955627,
"logits/rejected": -0.9160308837890625,
"logps/chosen": -349.8119201660156,
"logps/rejected": -395.2640380859375,
"loss": 0.5783,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.4447760283946991,
"rewards/margins": 0.34209224581718445,
"rewards/rejected": -0.7868682146072388,
"step": 198
},
{
"dpo_lambda": 0.9792452454566956,
"epoch": 0.4166448573671814,
"grad_norm": 23.060842987392316,
"learning_rate": 3.621088951385353e-07,
"logits/chosen": -0.9447203278541565,
"logits/rejected": -0.9942541718482971,
"logps/chosen": -333.0228271484375,
"logps/rejected": -373.6483459472656,
"loss": 0.5973,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.4236346483230591,
"rewards/margins": 0.3587067723274231,
"rewards/rejected": -0.7823415398597717,
"step": 199
},
{
"dpo_lambda": 0.9791404008865356,
"epoch": 0.4187385501177702,
"grad_norm": 35.20357050968758,
"learning_rate": 3.604695382782159e-07,
"logits/chosen": -0.8524163365364075,
"logits/rejected": -0.9107453227043152,
"logps/chosen": -377.02886962890625,
"logps/rejected": -383.6340026855469,
"loss": 0.6219,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.5846968293190002,
"rewards/margins": 0.27121788263320923,
"rewards/rejected": -0.8559147119522095,
"step": 200
},
{
"epoch": 0.4187385501177702,
"eval_dpo_lambda": 0.9790353775024414,
"eval_logits/chosen": -0.8926590085029602,
"eval_logits/rejected": -0.9312657117843628,
"eval_logps/chosen": -341.60223388671875,
"eval_logps/rejected": -351.5380554199219,
"eval_loss": 0.578376829624176,
"eval_rewards/accuracies": 0.7310000061988831,
"eval_rewards/chosen": -0.40955302119255066,
"eval_rewards/margins": 0.3955199420452118,
"eval_rewards/rejected": -0.8050729632377625,
"eval_runtime": 561.0371,
"eval_samples_per_second": 3.565,
"eval_steps_per_second": 0.891,
"step": 200
},
{
"dpo_lambda": 0.979035496711731,
"epoch": 0.4208322428683591,
"grad_norm": 12.619078496504596,
"learning_rate": 3.588242572718162e-07,
"logits/chosen": -0.81094890832901,
"logits/rejected": -0.8716937303543091,
"logps/chosen": -346.4378967285156,
"logps/rejected": -399.423095703125,
"loss": 0.5737,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.3493123948574066,
"rewards/margins": 0.4185783267021179,
"rewards/rejected": -0.7678907513618469,
"step": 201
},
{
"dpo_lambda": 0.9789308905601501,
"epoch": 0.4229259356189479,
"grad_norm": 55.03692628232677,
"learning_rate": 3.571731403507635e-07,
"logits/chosen": -0.877128005027771,
"logits/rejected": -0.8727900385856628,
"logps/chosen": -308.8694152832031,
"logps/rejected": -371.779296875,
"loss": 0.5829,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.4663529098033905,
"rewards/margins": 0.43134671449661255,
"rewards/rejected": -0.8976995944976807,
"step": 202
},
{
"dpo_lambda": 0.9788259863853455,
"epoch": 0.4250196283695368,
"grad_norm": 23.62457430224331,
"learning_rate": 3.5551627605944746e-07,
"logits/chosen": -0.9041829109191895,
"logits/rejected": -0.9442777633666992,
"logps/chosen": -306.6086120605469,
"logps/rejected": -325.716796875,
"loss": 0.6029,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.4549506902694702,
"rewards/margins": 0.29961732029914856,
"rewards/rejected": -0.7545679807662964,
"step": 203
},
{
"dpo_lambda": 0.9787211418151855,
"epoch": 0.4271133211201256,
"grad_norm": 22.05233559020067,
"learning_rate": 3.5385375325047163e-07,
"logits/chosen": -0.9502891302108765,
"logits/rejected": -0.9089999198913574,
"logps/chosen": -298.177978515625,
"logps/rejected": -349.14715576171875,
"loss": 0.6196,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.45129668712615967,
"rewards/margins": 0.33733218908309937,
"rewards/rejected": -0.7886289358139038,
"step": 204
},
{
"dpo_lambda": 0.9786162972450256,
"epoch": 0.42920701387071447,
"grad_norm": 24.065121080878257,
"learning_rate": 3.5218566107988867e-07,
"logits/chosen": -0.8696624636650085,
"logits/rejected": -0.9973980784416199,
"logps/chosen": -336.4361877441406,
"logps/rejected": -342.7047119140625,
"loss": 0.5722,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.4459235370159149,
"rewards/margins": 0.40657177567481995,
"rewards/rejected": -0.8524953126907349,
"step": 205
},
{
"dpo_lambda": 0.9785114526748657,
"epoch": 0.4313007066213033,
"grad_norm": 22.47093848456195,
"learning_rate": 3.505120890024195e-07,
"logits/chosen": -0.7719739675521851,
"logits/rejected": -0.8493779897689819,
"logps/chosen": -291.58270263671875,
"logps/rejected": -316.1316223144531,
"loss": 0.5942,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.36826789379119873,
"rewards/margins": 0.37382954359054565,
"rewards/rejected": -0.7420974969863892,
"step": 206
},
{
"dpo_lambda": 0.9784067869186401,
"epoch": 0.43339439937189217,
"grad_norm": 44.05441694450149,
"learning_rate": 3.4883312676665534e-07,
"logits/chosen": -0.9384758472442627,
"logits/rejected": -0.9461789131164551,
"logps/chosen": -323.506591796875,
"logps/rejected": -331.2817687988281,
"loss": 0.6098,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.3830246329307556,
"rewards/margins": 0.41553816199302673,
"rewards/rejected": -0.79856276512146,
"step": 207
},
{
"dpo_lambda": 0.9783019423484802,
"epoch": 0.435488092122481,
"grad_norm": 26.81934954378791,
"learning_rate": 3.4714886441024573e-07,
"logits/chosen": -0.9290968179702759,
"logits/rejected": -0.9625118374824524,
"logps/chosen": -313.3687744140625,
"logps/rejected": -333.42425537109375,
"loss": 0.5725,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.4035572409629822,
"rewards/margins": 0.3620757460594177,
"rewards/rejected": -0.7656329870223999,
"step": 208
},
{
"dpo_lambda": 0.9781970381736755,
"epoch": 0.43758178487306987,
"grad_norm": 29.672471588932904,
"learning_rate": 3.454593922550693e-07,
"logits/chosen": -0.9330939054489136,
"logits/rejected": -0.9976711869239807,
"logps/chosen": -343.06463623046875,
"logps/rejected": -349.95062255859375,
"loss": 0.6026,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.4826650619506836,
"rewards/margins": 0.24588173627853394,
"rewards/rejected": -0.7285467982292175,
"step": 209
},
{
"dpo_lambda": 0.9780922532081604,
"epoch": 0.4396754776236587,
"grad_norm": 31.246108954505512,
"learning_rate": 3.4376480090239047e-07,
"logits/chosen": -0.8667219281196594,
"logits/rejected": -0.9327815771102905,
"logps/chosen": -344.1031799316406,
"logps/rejected": -346.087158203125,
"loss": 0.5434,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.3688032627105713,
"rewards/margins": 0.4194371700286865,
"rewards/rejected": -0.7882405519485474,
"step": 210
},
{
"dpo_lambda": 0.9779873490333557,
"epoch": 0.44176917037424757,
"grad_norm": 8.990953515181312,
"learning_rate": 3.4206518122800055e-07,
"logits/chosen": -0.9713053703308105,
"logits/rejected": -1.0429770946502686,
"logps/chosen": -408.6382751464844,
"logps/rejected": -343.381591796875,
"loss": 0.5813,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.3207278251647949,
"rewards/margins": 0.327059268951416,
"rewards/rejected": -0.6477870941162109,
"step": 211
},
{
"dpo_lambda": 0.9778825044631958,
"epoch": 0.4438628631248364,
"grad_norm": 23.5993671623435,
"learning_rate": 3.403606243773448e-07,
"logits/chosen": -0.8349948525428772,
"logits/rejected": -0.8876362442970276,
"logps/chosen": -308.45355224609375,
"logps/rejected": -344.296875,
"loss": 0.5984,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.43563535809516907,
"rewards/margins": 0.35835322737693787,
"rewards/rejected": -0.7939885854721069,
"step": 212
},
{
"dpo_lambda": 0.9777778387069702,
"epoch": 0.44595655587542526,
"grad_norm": 31.422298138505585,
"learning_rate": 3.3865122176063385e-07,
"logits/chosen": -0.8766756057739258,
"logits/rejected": -0.9191992282867432,
"logps/chosen": -303.934814453125,
"logps/rejected": -390.5749816894531,
"loss": 0.5448,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.3933745324611664,
"rewards/margins": 0.47594064474105835,
"rewards/rejected": -0.8693151473999023,
"step": 213
},
{
"dpo_lambda": 0.9776729941368103,
"epoch": 0.4480502486260141,
"grad_norm": 17.891900661691857,
"learning_rate": 3.3693706504794243e-07,
"logits/chosen": -0.8904320001602173,
"logits/rejected": -0.8882500529289246,
"logps/chosen": -349.6669921875,
"logps/rejected": -394.34912109375,
"loss": 0.5758,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.4451632499694824,
"rewards/margins": 0.2383812963962555,
"rewards/rejected": -0.6835446357727051,
"step": 214
},
{
"dpo_lambda": 0.9775681495666504,
"epoch": 0.45014394137660296,
"grad_norm": 26.962413321674106,
"learning_rate": 3.3521824616429284e-07,
"logits/chosen": -0.9297071695327759,
"logits/rejected": -1.0011214017868042,
"logps/chosen": -299.71392822265625,
"logps/rejected": -358.0120544433594,
"loss": 0.5707,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.36456355452537537,
"rewards/margins": 0.4526520371437073,
"rewards/rejected": -0.8172155618667603,
"step": 215
},
{
"dpo_lambda": 0.9774633049964905,
"epoch": 0.4522376341271918,
"grad_norm": 19.029499853418418,
"learning_rate": 3.334948572847253e-07,
"logits/chosen": -0.9595445990562439,
"logits/rejected": -0.9602202773094177,
"logps/chosen": -287.4220886230469,
"logps/rejected": -356.87335205078125,
"loss": 0.5705,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.3573736250400543,
"rewards/margins": 0.4587840139865875,
"rewards/rejected": -0.8161575198173523,
"step": 216
},
{
"dpo_lambda": 0.9773584008216858,
"epoch": 0.45433132687778066,
"grad_norm": 42.01861807639346,
"learning_rate": 3.317669908293554e-07,
"logits/chosen": -0.8164669871330261,
"logits/rejected": -0.8533629179000854,
"logps/chosen": -361.13067626953125,
"logps/rejected": -366.3695068359375,
"loss": 0.6027,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.4534375071525574,
"rewards/margins": 0.28975534439086914,
"rewards/rejected": -0.7431929111480713,
"step": 217
},
{
"dpo_lambda": 0.977253794670105,
"epoch": 0.4564250196283695,
"grad_norm": 36.179024344052024,
"learning_rate": 3.300347394584172e-07,
"logits/chosen": -0.9450358152389526,
"logits/rejected": -0.964739203453064,
"logps/chosen": -338.791015625,
"logps/rejected": -352.18853759765625,
"loss": 0.5833,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.509911835193634,
"rewards/margins": 0.29347842931747437,
"rewards/rejected": -0.8033902049064636,
"step": 218
},
{
"dpo_lambda": 0.9771488904953003,
"epoch": 0.4585187123789584,
"grad_norm": 13.931536630842533,
"learning_rate": 3.2829819606729477e-07,
"logits/chosen": -0.9925215840339661,
"logits/rejected": -0.9919613599777222,
"logps/chosen": -351.99560546875,
"logps/rejected": -336.3402099609375,
"loss": 0.5738,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.33854570984840393,
"rewards/margins": 0.41257885098457336,
"rewards/rejected": -0.7511245012283325,
"step": 219
},
{
"dpo_lambda": 0.9770440459251404,
"epoch": 0.46061240512954726,
"grad_norm": 20.796560138343686,
"learning_rate": 3.265574537815398e-07,
"logits/chosen": -0.9090243577957153,
"logits/rejected": -0.87982577085495,
"logps/chosen": -291.6847229003906,
"logps/rejected": -295.15838623046875,
"loss": 0.5522,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.4356476664543152,
"rewards/margins": 0.30086103081703186,
"rewards/rejected": -0.7365086078643799,
"step": 220
},
{
"dpo_lambda": 0.9769392013549805,
"epoch": 0.4627060978801361,
"grad_norm": 17.55086377387192,
"learning_rate": 3.248126059518784e-07,
"logits/chosen": -0.8062466382980347,
"logits/rejected": -0.8155995607376099,
"logps/chosen": -350.0935974121094,
"logps/rejected": -417.79290771484375,
"loss": 0.5654,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.5696654319763184,
"rewards/margins": 0.3574390411376953,
"rewards/rejected": -0.9271044731140137,
"step": 221
},
{
"dpo_lambda": 0.9768343567848206,
"epoch": 0.46479979063072496,
"grad_norm": 21.511465866436165,
"learning_rate": 3.230637461492043e-07,
"logits/chosen": -0.9671846628189087,
"logits/rejected": -0.93825763463974,
"logps/chosen": -309.1865234375,
"logps/rejected": -365.5205383300781,
"loss": 0.5752,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.4525972604751587,
"rewards/margins": 0.44703030586242676,
"rewards/rejected": -0.8996275663375854,
"step": 222
},
{
"dpo_lambda": 0.9767295122146606,
"epoch": 0.4668934833813138,
"grad_norm": 21.781379476586974,
"learning_rate": 3.213109681595612e-07,
"logits/chosen": -0.885411262512207,
"logits/rejected": -0.9873719811439514,
"logps/chosen": -344.0679626464844,
"logps/rejected": -348.89544677734375,
"loss": 0.5736,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.47906970977783203,
"rewards/margins": 0.42836642265319824,
"rewards/rejected": -0.9074360132217407,
"step": 223
},
{
"dpo_lambda": 0.976624608039856,
"epoch": 0.46898717613190266,
"grad_norm": 34.15253461253864,
"learning_rate": 3.1955436597911315e-07,
"logits/chosen": -0.8723405003547668,
"logits/rejected": -0.9412495493888855,
"logps/chosen": -360.9906005859375,
"logps/rejected": -400.2396240234375,
"loss": 0.597,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.5952271223068237,
"rewards/margins": 0.4624156057834625,
"rewards/rejected": -1.0576426982879639,
"step": 224
},
{
"dpo_lambda": 0.9765199422836304,
"epoch": 0.4710808688824915,
"grad_norm": 17.76135160440879,
"learning_rate": 3.1779403380910425e-07,
"logits/chosen": -0.8463708162307739,
"logits/rejected": -0.8820710182189941,
"logps/chosen": -297.9212646484375,
"logps/rejected": -382.1929931640625,
"loss": 0.5682,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.5124987363815308,
"rewards/margins": 0.5348488688468933,
"rewards/rejected": -1.0473475456237793,
"step": 225
},
{
"dpo_lambda": 0.9764150977134705,
"epoch": 0.47317456163308036,
"grad_norm": 27.616034119162922,
"learning_rate": 3.160300660508064e-07,
"logits/chosen": -0.9552580714225769,
"logits/rejected": -0.9441887140274048,
"logps/chosen": -325.70379638671875,
"logps/rejected": -377.0942687988281,
"loss": 0.5982,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.5950958728790283,
"rewards/margins": 0.43342557549476624,
"rewards/rejected": -1.0285214185714722,
"step": 226
},
{
"dpo_lambda": 0.9763102531433105,
"epoch": 0.4752682543836692,
"grad_norm": 35.0109328334649,
"learning_rate": 3.1426255730045695e-07,
"logits/chosen": -0.9298887252807617,
"logits/rejected": -0.8998876214027405,
"logps/chosen": -342.6550598144531,
"logps/rejected": -410.9444885253906,
"loss": 0.5938,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.7437422275543213,
"rewards/margins": 0.36158329248428345,
"rewards/rejected": -1.10532546043396,
"step": 227
},
{
"dpo_lambda": 0.9762054085731506,
"epoch": 0.47736194713425806,
"grad_norm": 21.706855446762994,
"learning_rate": 3.1249160234418644e-07,
"logits/chosen": -0.9593175649642944,
"logits/rejected": -0.9820206165313721,
"logps/chosen": -393.0712890625,
"logps/rejected": -404.17303466796875,
"loss": 0.6354,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.6769300699234009,
"rewards/margins": 0.3926386535167694,
"rewards/rejected": -1.0695687532424927,
"step": 228
},
{
"dpo_lambda": 0.9761005640029907,
"epoch": 0.4794556398848469,
"grad_norm": 50.00541063078205,
"learning_rate": 3.1071729615293424e-07,
"logits/chosen": -0.9064358472824097,
"logits/rejected": -0.9524105787277222,
"logps/chosen": -417.2607727050781,
"logps/rejected": -373.5041198730469,
"loss": 0.6075,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.8266244530677795,
"rewards/margins": 0.33187851309776306,
"rewards/rejected": -1.1585030555725098,
"step": 229
},
{
"dpo_lambda": 0.9759958982467651,
"epoch": 0.48154933263543576,
"grad_norm": 14.21994582685636,
"learning_rate": 3.0893973387735683e-07,
"logits/chosen": -0.9525047540664673,
"logits/rejected": -0.9384512901306152,
"logps/chosen": -357.6230163574219,
"logps/rejected": -417.1165771484375,
"loss": 0.6028,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.6341197490692139,
"rewards/margins": 0.4427669644355774,
"rewards/rejected": -1.0768866539001465,
"step": 230
},
{
"dpo_lambda": 0.9758910536766052,
"epoch": 0.4836430253860246,
"grad_norm": 31.64740174231057,
"learning_rate": 3.071590108427243e-07,
"logits/chosen": -0.8360011577606201,
"logits/rejected": -0.9409224987030029,
"logps/chosen": -367.2627258300781,
"logps/rejected": -375.06622314453125,
"loss": 0.5399,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.6678786277770996,
"rewards/margins": 0.44707852602005005,
"rewards/rejected": -1.1149570941925049,
"step": 231
},
{
"dpo_lambda": 0.9757861495018005,
"epoch": 0.48573671813661345,
"grad_norm": 12.32973304776845,
"learning_rate": 3.05375222543809e-07,
"logits/chosen": -0.9434400796890259,
"logits/rejected": -0.9206544756889343,
"logps/chosen": -377.33905029296875,
"logps/rejected": -420.7717590332031,
"loss": 0.571,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.5599082708358765,
"rewards/margins": 0.3856970965862274,
"rewards/rejected": -0.9456053972244263,
"step": 232
},
{
"dpo_lambda": 0.9756813645362854,
"epoch": 0.4878304108872023,
"grad_norm": 29.85350415813659,
"learning_rate": 3.035884646397637e-07,
"logits/chosen": -0.8815343976020813,
"logits/rejected": -0.9104249477386475,
"logps/chosen": -394.9241943359375,
"logps/rejected": -365.0865783691406,
"loss": 0.5728,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.5130780935287476,
"rewards/margins": 0.42393574118614197,
"rewards/rejected": -0.9370138049125671,
"step": 233
},
{
"dpo_lambda": 0.9755764603614807,
"epoch": 0.48992410363779115,
"grad_norm": 28.006756307210736,
"learning_rate": 3.017988329489923e-07,
"logits/chosen": -0.8777972459793091,
"logits/rejected": -0.837729811668396,
"logps/chosen": -272.7120666503906,
"logps/rejected": -368.10809326171875,
"loss": 0.4952,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.3836371600627899,
"rewards/margins": 0.5006729960441589,
"rewards/rejected": -0.8843101263046265,
"step": 234
},
{
"dpo_lambda": 0.9754716157913208,
"epoch": 0.49201779638838,
"grad_norm": 22.112467921438846,
"learning_rate": 3.000064234440111e-07,
"logits/chosen": -0.9350335597991943,
"logits/rejected": -1.0734158754348755,
"logps/chosen": -397.2668762207031,
"logps/rejected": -365.10101318359375,
"loss": 0.5751,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.4139818251132965,
"rewards/margins": 0.4701218605041504,
"rewards/rejected": -0.8841036558151245,
"step": 235
},
{
"dpo_lambda": 0.9753669500350952,
"epoch": 0.49411148913896885,
"grad_norm": 38.42963861882906,
"learning_rate": 2.9821133224630223e-07,
"logits/chosen": -0.9367507696151733,
"logits/rejected": -0.9378839731216431,
"logps/chosen": -346.4058532714844,
"logps/rejected": -385.244140625,
"loss": 0.5592,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.5048272013664246,
"rewards/margins": 0.40106263756752014,
"rewards/rejected": -0.9058898687362671,
"step": 236
},
{
"dpo_lambda": 0.9752621054649353,
"epoch": 0.4962051818895577,
"grad_norm": 20.272542585780734,
"learning_rate": 2.964136556211588e-07,
"logits/chosen": -1.0191184282302856,
"logits/rejected": -1.0410274267196655,
"logps/chosen": -351.78411865234375,
"logps/rejected": -365.6335144042969,
"loss": 0.5576,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.29722094535827637,
"rewards/margins": 0.4697399139404297,
"rewards/rejected": -0.766960859298706,
"step": 237
},
{
"dpo_lambda": 0.9751572012901306,
"epoch": 0.49829887464014655,
"grad_norm": 12.14766408231827,
"learning_rate": 2.946134899725226e-07,
"logits/chosen": -0.935865044593811,
"logits/rejected": -0.974367618560791,
"logps/chosen": -348.61761474609375,
"logps/rejected": -370.552978515625,
"loss": 0.5527,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.35987845063209534,
"rewards/margins": 0.5407595634460449,
"rewards/rejected": -0.9006379842758179,
"step": 238
},
{
"dpo_lambda": 0.9750524163246155,
"epoch": 0.5003925673907355,
"grad_norm": 10.99279566098769,
"learning_rate": 2.9281093183781403e-07,
"logits/chosen": -0.8710501194000244,
"logits/rejected": -0.8785250186920166,
"logps/chosen": -268.412109375,
"logps/rejected": -303.83709716796875,
"loss": 0.5426,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.2745110094547272,
"rewards/margins": 0.5189369916915894,
"rewards/rejected": -0.7934479713439941,
"step": 239
},
{
"dpo_lambda": 0.9749475121498108,
"epoch": 0.5024862601413242,
"grad_norm": 19.68518029818432,
"learning_rate": 2.910060778827554e-07,
"logits/chosen": -0.9147160053253174,
"logits/rejected": -0.9373922944068909,
"logps/chosen": -341.3359069824219,
"logps/rejected": -412.0687255859375,
"loss": 0.5678,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.2783906161785126,
"rewards/margins": 0.5757811069488525,
"rewards/rejected": -0.8541717529296875,
"step": 240
},
{
"dpo_lambda": 0.97484290599823,
"epoch": 0.5045799528919132,
"grad_norm": 22.785011379156558,
"learning_rate": 2.891990248961871e-07,
"logits/chosen": -0.941616952419281,
"logits/rejected": -0.9725069999694824,
"logps/chosen": -358.02911376953125,
"logps/rejected": -356.3277587890625,
"loss": 0.5623,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.3600071966648102,
"rewards/margins": 0.49038365483283997,
"rewards/rejected": -0.8503908514976501,
"step": 241
},
{
"dpo_lambda": 0.9747380018234253,
"epoch": 0.506673645642502,
"grad_norm": 28.10712370816071,
"learning_rate": 2.873898697848762e-07,
"logits/chosen": -0.9158104658126831,
"logits/rejected": -1.0190154314041138,
"logps/chosen": -337.3912353515625,
"logps/rejected": -319.40380859375,
"loss": 0.5311,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.30729302763938904,
"rewards/margins": 0.49401095509529114,
"rewards/rejected": -0.8013039827346802,
"step": 242
},
{
"dpo_lambda": 0.9746331572532654,
"epoch": 0.5087673383930909,
"grad_norm": 30.036231340589893,
"learning_rate": 2.8557870956832133e-07,
"logits/chosen": -0.9809325337409973,
"logits/rejected": -1.0072345733642578,
"logps/chosen": -363.1551208496094,
"logps/rejected": -405.18438720703125,
"loss": 0.6094,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.3382487893104553,
"rewards/margins": 0.4237140417098999,
"rewards/rejected": -0.7619627714157104,
"step": 243
},
{
"dpo_lambda": 0.9745283126831055,
"epoch": 0.5108610311436796,
"grad_norm": 38.498725672458825,
"learning_rate": 2.837656413735479e-07,
"logits/chosen": -0.9273790717124939,
"logits/rejected": -0.9404940009117126,
"logps/chosen": -370.77655029296875,
"logps/rejected": -379.8350830078125,
"loss": 0.552,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.34177640080451965,
"rewards/margins": 0.5170974731445312,
"rewards/rejected": -0.8588739037513733,
"step": 244
},
{
"dpo_lambda": 0.9744234681129456,
"epoch": 0.5129547238942685,
"grad_norm": 26.230890552567814,
"learning_rate": 2.8195076242990116e-07,
"logits/chosen": -0.8353450298309326,
"logits/rejected": -0.8841926455497742,
"logps/chosen": -295.8029479980469,
"logps/rejected": -348.716552734375,
"loss": 0.5904,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.31430384516716003,
"rewards/margins": 0.49294087290763855,
"rewards/rejected": -0.8072446584701538,
"step": 245
},
{
"dpo_lambda": 0.9743185639381409,
"epoch": 0.5150484166448573,
"grad_norm": 20.742157064446065,
"learning_rate": 2.801341700638307e-07,
"logits/chosen": -1.0004804134368896,
"logits/rejected": -1.0661176443099976,
"logps/chosen": -306.6329040527344,
"logps/rejected": -319.06097412109375,
"loss": 0.5881,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.3133764863014221,
"rewards/margins": 0.5279111266136169,
"rewards/rejected": -0.8412876725196838,
"step": 246
},
{
"dpo_lambda": 0.974213719367981,
"epoch": 0.5171421093954462,
"grad_norm": 41.92705112635296,
"learning_rate": 2.7831596169367227e-07,
"logits/chosen": -1.0456688404083252,
"logits/rejected": -0.9775162935256958,
"logps/chosen": -349.86138916015625,
"logps/rejected": -417.2496337890625,
"loss": 0.5622,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.2810763120651245,
"rewards/margins": 0.5058405995368958,
"rewards/rejected": -0.7869168519973755,
"step": 247
},
{
"dpo_lambda": 0.9741090536117554,
"epoch": 0.519235802146035,
"grad_norm": 35.15777219108126,
"learning_rate": 2.7649623482442274e-07,
"logits/chosen": -0.9570460319519043,
"logits/rejected": -0.9240747094154358,
"logps/chosen": -279.88751220703125,
"logps/rejected": -371.7086486816406,
"loss": 0.5803,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.38907331228256226,
"rewards/margins": 0.3909260630607605,
"rewards/rejected": -0.7799993753433228,
"step": 248
},
{
"dpo_lambda": 0.9740042090415955,
"epoch": 0.521329494896624,
"grad_norm": 42.73962957924612,
"learning_rate": 2.7467508704251135e-07,
"logits/chosen": -0.9482097625732422,
"logits/rejected": -0.9136594533920288,
"logps/chosen": -295.8553771972656,
"logps/rejected": -348.8441162109375,
"loss": 0.5374,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.3581140637397766,
"rewards/margins": 0.5417485237121582,
"rewards/rejected": -0.8998625874519348,
"step": 249
},
{
"dpo_lambda": 0.9738993644714355,
"epoch": 0.5234231876472127,
"grad_norm": 42.5375636334624,
"learning_rate": 2.7285261601056697e-07,
"logits/chosen": -0.9109609127044678,
"logits/rejected": -0.9083539247512817,
"logps/chosen": -359.6793212890625,
"logps/rejected": -369.906494140625,
"loss": 0.5738,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.4524061381816864,
"rewards/margins": 0.37430381774902344,
"rewards/rejected": -0.8267098665237427,
"step": 250
},
{
"epoch": 0.5234231876472127,
"eval_dpo_lambda": 0.97379469871521,
"eval_logits/chosen": -0.933293879032135,
"eval_logits/rejected": -0.9690828919410706,
"eval_logps/chosen": -344.027587890625,
"eval_logps/rejected": -359.6706848144531,
"eval_loss": 0.5684590339660645,
"eval_rewards/accuracies": 0.7260000109672546,
"eval_rewards/chosen": -0.43380701541900635,
"eval_rewards/margins": 0.4525919556617737,
"eval_rewards/rejected": -0.88639897108078,
"eval_runtime": 561.0273,
"eval_samples_per_second": 3.565,
"eval_steps_per_second": 0.891,
"step": 250
},
{
"dpo_lambda": 0.9737945199012756,
"epoch": 0.5255168803978016,
"grad_norm": 21.60785466834392,
"learning_rate": 2.7102891946217994e-07,
"logits/chosen": -0.9251986742019653,
"logits/rejected": -0.9310693740844727,
"logps/chosen": -336.9014892578125,
"logps/rejected": -380.8359069824219,
"loss": 0.5422,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.44501379132270813,
"rewards/margins": 0.45862460136413574,
"rewards/rejected": -0.903638482093811,
"step": 251
},
{
"dpo_lambda": 0.9736896753311157,
"epoch": 0.5276105731483904,
"grad_norm": 19.01047964693019,
"learning_rate": 2.692040951966617e-07,
"logits/chosen": -1.0268956422805786,
"logits/rejected": -0.991072416305542,
"logps/chosen": -305.11199951171875,
"logps/rejected": -360.6181945800781,
"loss": 0.575,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.34655502438545227,
"rewards/margins": 0.4588647484779358,
"rewards/rejected": -0.8054197430610657,
"step": 252
},
{
"dpo_lambda": 0.9735850095748901,
"epoch": 0.5297042658989793,
"grad_norm": 22.46505736505972,
"learning_rate": 2.6737824107379947e-07,
"logits/chosen": -0.9305629730224609,
"logits/rejected": -1.0360764265060425,
"logps/chosen": -383.3492736816406,
"logps/rejected": -389.62158203125,
"loss": 0.5413,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.37200137972831726,
"rewards/margins": 0.5039467215538025,
"rewards/rejected": -0.8759480714797974,
"step": 253
},
{
"dpo_lambda": 0.9734801650047302,
"epoch": 0.5317979586495681,
"grad_norm": 23.321068867881976,
"learning_rate": 2.655514550086086e-07,
"logits/chosen": -1.0165340900421143,
"logits/rejected": -1.0736379623413086,
"logps/chosen": -300.9527587890625,
"logps/rejected": -284.6766052246094,
"loss": 0.575,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.3121712803840637,
"rewards/margins": 0.4902705252170563,
"rewards/rejected": -0.8024417757987976,
"step": 254
},
{
"dpo_lambda": 0.9733752608299255,
"epoch": 0.533891651400157,
"grad_norm": 23.03157221916909,
"learning_rate": 2.6372383496608186e-07,
"logits/chosen": -0.9229246973991394,
"logits/rejected": -0.9603086113929749,
"logps/chosen": -347.5473937988281,
"logps/rejected": -392.124267578125,
"loss": 0.5832,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.4431746006011963,
"rewards/margins": 0.49735429883003235,
"rewards/rejected": -0.9405289888381958,
"step": 255
},
{
"dpo_lambda": 0.9732704162597656,
"epoch": 0.5359853441507458,
"grad_norm": 34.91779344587045,
"learning_rate": 2.618954789559356e-07,
"logits/chosen": -0.9654712677001953,
"logits/rejected": -0.950838565826416,
"logps/chosen": -334.4616394042969,
"logps/rejected": -320.8468017578125,
"loss": 0.5851,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.587689995765686,
"rewards/margins": 0.39830049872398376,
"rewards/rejected": -0.9859905242919922,
"step": 256
},
{
"dpo_lambda": 0.9731655716896057,
"epoch": 0.5380790369013347,
"grad_norm": 14.085882529594617,
"learning_rate": 2.600664850273538e-07,
"logits/chosen": -0.9465386867523193,
"logits/rejected": -0.9746992588043213,
"logps/chosen": -362.1474609375,
"logps/rejected": -368.56982421875,
"loss": 0.5371,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.506095290184021,
"rewards/margins": 0.5111798644065857,
"rewards/rejected": -1.017275094985962,
"step": 257
},
{
"dpo_lambda": 0.9730607271194458,
"epoch": 0.5401727296519235,
"grad_norm": 15.014510984375404,
"learning_rate": 2.582369512637302e-07,
"logits/chosen": -0.9997269511222839,
"logits/rejected": -1.0087834596633911,
"logps/chosen": -357.7166442871094,
"logps/rejected": -397.3079833984375,
"loss": 0.5591,
"rewards/accuracies": 0.59375,
"rewards/chosen": -0.6475968956947327,
"rewards/margins": 0.450656533241272,
"rewards/rejected": -1.0982534885406494,
"step": 258
},
{
"dpo_lambda": 0.9729558229446411,
"epoch": 0.5422664224025124,
"grad_norm": 48.7863772083964,
"learning_rate": 2.5640697577740815e-07,
"logits/chosen": -1.0039561986923218,
"logits/rejected": -0.9903517365455627,
"logps/chosen": -336.15496826171875,
"logps/rejected": -392.0978698730469,
"loss": 0.5776,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.5708963871002197,
"rewards/margins": 0.4194872975349426,
"rewards/rejected": -0.9903836846351624,
"step": 259
},
{
"dpo_lambda": 0.9728512167930603,
"epoch": 0.5443601151531012,
"grad_norm": 43.91502909416745,
"learning_rate": 2.5457665670441937e-07,
"logits/chosen": -0.9723465442657471,
"logits/rejected": -0.9578585028648376,
"logps/chosen": -315.97186279296875,
"logps/rejected": -356.4257507324219,
"loss": 0.5949,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.4254854619503021,
"rewards/margins": 0.569304347038269,
"rewards/rejected": -0.994789719581604,
"step": 260
},
{
"dpo_lambda": 0.9727463126182556,
"epoch": 0.5464538079036901,
"grad_norm": 34.6980965461914,
"learning_rate": 2.527460921992209e-07,
"logits/chosen": -0.9857003688812256,
"logits/rejected": -0.9960317611694336,
"logps/chosen": -363.2552490234375,
"logps/rejected": -397.5711975097656,
"loss": 0.5132,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.43664252758026123,
"rewards/margins": 0.5617834329605103,
"rewards/rejected": -0.9984259605407715,
"step": 261
},
{
"dpo_lambda": 0.9726415276527405,
"epoch": 0.5485475006542789,
"grad_norm": 15.205720751303948,
"learning_rate": 2.509153804294318e-07,
"logits/chosen": -0.9044791460037231,
"logits/rejected": -0.9335215091705322,
"logps/chosen": -326.0076904296875,
"logps/rejected": -371.7582092285156,
"loss": 0.5265,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.4435957968235016,
"rewards/margins": 0.5709205865859985,
"rewards/rejected": -1.0145163536071777,
"step": 262
},
{
"dpo_lambda": 0.9725366234779358,
"epoch": 0.5506411934048678,
"grad_norm": 43.35266805487184,
"learning_rate": 2.4908461957056825e-07,
"logits/chosen": -0.9475391507148743,
"logits/rejected": -0.9761734008789062,
"logps/chosen": -405.1850891113281,
"logps/rejected": -402.66412353515625,
"loss": 0.5699,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.44304272532463074,
"rewards/margins": 0.4835435450077057,
"rewards/rejected": -0.9265862107276917,
"step": 263
},
{
"dpo_lambda": 0.9724317789077759,
"epoch": 0.5527348861554567,
"grad_norm": 32.41316077566274,
"learning_rate": 2.4725390780077905e-07,
"logits/chosen": -0.9430174827575684,
"logits/rejected": -0.9314047694206238,
"logps/chosen": -363.8974914550781,
"logps/rejected": -381.5852966308594,
"loss": 0.5414,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.5308617353439331,
"rewards/margins": 0.37887492775917053,
"rewards/rejected": -0.9097366333007812,
"step": 264
},
{
"dpo_lambda": 0.9723271131515503,
"epoch": 0.5548285789060455,
"grad_norm": 40.621721822921614,
"learning_rate": 2.454233432955807e-07,
"logits/chosen": -0.8697124719619751,
"logits/rejected": -0.9561302065849304,
"logps/chosen": -302.15875244140625,
"logps/rejected": -327.24993896484375,
"loss": 0.5883,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.45329856872558594,
"rewards/margins": 0.38187170028686523,
"rewards/rejected": -0.835170328617096,
"step": 265
},
{
"dpo_lambda": 0.9722222685813904,
"epoch": 0.5569222716566344,
"grad_norm": 368.844160392225,
"learning_rate": 2.435930242225919e-07,
"logits/chosen": -1.0060429573059082,
"logits/rejected": -0.9610638618469238,
"logps/chosen": -361.58856201171875,
"logps/rejected": -349.51171875,
"loss": 0.5887,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.4895636737346649,
"rewards/margins": 0.3743961751461029,
"rewards/rejected": -0.863959789276123,
"step": 266
},
{
"dpo_lambda": 0.9721174240112305,
"epoch": 0.5590159644072232,
"grad_norm": 28.521813474186093,
"learning_rate": 2.4176304873626984e-07,
"logits/chosen": -0.9990183115005493,
"logits/rejected": -1.001824140548706,
"logps/chosen": -289.71588134765625,
"logps/rejected": -331.92138671875,
"loss": 0.5715,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.42115557193756104,
"rewards/margins": 0.5132542848587036,
"rewards/rejected": -0.9344099164009094,
"step": 267
},
{
"dpo_lambda": 0.9720125794410706,
"epoch": 0.5611096571578121,
"grad_norm": 22.847288152780855,
"learning_rate": 2.399335149726463e-07,
"logits/chosen": -0.9127358198165894,
"logits/rejected": -0.9713425040245056,
"logps/chosen": -324.10101318359375,
"logps/rejected": -332.75848388671875,
"loss": 0.5619,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.3632182478904724,
"rewards/margins": 0.5284265279769897,
"rewards/rejected": -0.8916447758674622,
"step": 268
},
{
"dpo_lambda": 0.9719076752662659,
"epoch": 0.5632033499084009,
"grad_norm": 19.55742024939717,
"learning_rate": 2.381045210440644e-07,
"logits/chosen": -0.8354206681251526,
"logits/rejected": -0.8707402348518372,
"logps/chosen": -338.0024719238281,
"logps/rejected": -319.0690002441406,
"loss": 0.6275,
"rewards/accuracies": 0.609375,
"rewards/chosen": -0.5561378002166748,
"rewards/margins": 0.29612746834754944,
"rewards/rejected": -0.8522651791572571,
"step": 269
},
{
"dpo_lambda": 0.971802830696106,
"epoch": 0.5652970426589898,
"grad_norm": 18.91699155034226,
"learning_rate": 2.3627616503391812e-07,
"logits/chosen": -0.9677299857139587,
"logits/rejected": -1.0638877153396606,
"logps/chosen": -398.1684875488281,
"logps/rejected": -357.58416748046875,
"loss": 0.5519,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.32594913244247437,
"rewards/margins": 0.5193861126899719,
"rewards/rejected": -0.8453351855278015,
"step": 270
},
{
"dpo_lambda": 0.9716981649398804,
"epoch": 0.5673907354095786,
"grad_norm": 102.59972259193498,
"learning_rate": 2.344485449913914e-07,
"logits/chosen": -0.911102831363678,
"logits/rejected": -1.0000059604644775,
"logps/chosen": -372.7582702636719,
"logps/rejected": -373.64996337890625,
"loss": 0.5403,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.42270204424858093,
"rewards/margins": 0.5330160856246948,
"rewards/rejected": -0.9557181596755981,
"step": 271
},
{
"dpo_lambda": 0.9715933203697205,
"epoch": 0.5694844281601675,
"grad_norm": 22.287403967915196,
"learning_rate": 2.3262175892620062e-07,
"logits/chosen": -0.9188674092292786,
"logits/rejected": -0.9886456727981567,
"logps/chosen": -334.9513244628906,
"logps/rejected": -324.5064697265625,
"loss": 0.5841,
"rewards/accuracies": 0.609375,
"rewards/chosen": -0.5083807110786438,
"rewards/margins": 0.40126848220825195,
"rewards/rejected": -0.9096491932868958,
"step": 272
},
{
"dpo_lambda": 0.9714884757995605,
"epoch": 0.5715781209107563,
"grad_norm": 17.09621759169118,
"learning_rate": 2.3079590480333827e-07,
"logits/chosen": -0.9051034450531006,
"logits/rejected": -0.9472033977508545,
"logps/chosen": -316.8356628417969,
"logps/rejected": -348.45428466796875,
"loss": 0.5844,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.46500861644744873,
"rewards/margins": 0.4641115069389343,
"rewards/rejected": -0.9291200637817383,
"step": 273
},
{
"dpo_lambda": 0.9713836312294006,
"epoch": 0.5736718136613452,
"grad_norm": 26.00890481729291,
"learning_rate": 2.2897108053782e-07,
"logits/chosen": -1.0062130689620972,
"logits/rejected": -1.063223958015442,
"logps/chosen": -324.51312255859375,
"logps/rejected": -338.21392822265625,
"loss": 0.6106,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.3091861605644226,
"rewards/margins": 0.3285538852214813,
"rewards/rejected": -0.6377400159835815,
"step": 274
},
{
"dpo_lambda": 0.9712787866592407,
"epoch": 0.575765506411934,
"grad_norm": 21.297733625729723,
"learning_rate": 2.2714738398943308e-07,
"logits/chosen": -0.8751081228256226,
"logits/rejected": -0.9124285578727722,
"logps/chosen": -327.5624084472656,
"logps/rejected": -395.2243347167969,
"loss": 0.5115,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.24274717271327972,
"rewards/margins": 0.703201413154602,
"rewards/rejected": -0.9459485411643982,
"step": 275
},
{
"dpo_lambda": 0.9711741209030151,
"epoch": 0.5778591991625229,
"grad_norm": 42.009923318640546,
"learning_rate": 2.2532491295748865e-07,
"logits/chosen": -1.0958585739135742,
"logits/rejected": -1.0163934230804443,
"logps/chosen": -331.8833923339844,
"logps/rejected": -386.0252380371094,
"loss": 0.5985,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.3500264585018158,
"rewards/margins": 0.35328248143196106,
"rewards/rejected": -0.7033089399337769,
"step": 276
},
{
"dpo_lambda": 0.9710692167282104,
"epoch": 0.5799528919131117,
"grad_norm": 24.909203298179698,
"learning_rate": 2.2350376517557726e-07,
"logits/chosen": -0.9364175200462341,
"logits/rejected": -0.9506851434707642,
"logps/chosen": -374.86480712890625,
"logps/rejected": -346.6588134765625,
"loss": 0.6034,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.38636910915374756,
"rewards/margins": 0.2424267828464508,
"rewards/rejected": -0.628795862197876,
"step": 277
},
{
"dpo_lambda": 0.9709643721580505,
"epoch": 0.5820465846637006,
"grad_norm": 17.112568138221835,
"learning_rate": 2.2168403830632769e-07,
"logits/chosen": -0.9554729461669922,
"logits/rejected": -0.9818132519721985,
"logps/chosen": -345.8843078613281,
"logps/rejected": -395.644775390625,
"loss": 0.5531,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.4023358225822449,
"rewards/margins": 0.5377238392829895,
"rewards/rejected": -0.9400597214698792,
"step": 278
},
{
"dpo_lambda": 0.9708595275878906,
"epoch": 0.5841402774142894,
"grad_norm": 27.27451330453449,
"learning_rate": 2.1986582993616925e-07,
"logits/chosen": -0.8535746335983276,
"logits/rejected": -0.9038280248641968,
"logps/chosen": -400.73455810546875,
"logps/rejected": -396.37921142578125,
"loss": 0.5588,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.2820463180541992,
"rewards/margins": 0.48483264446258545,
"rewards/rejected": -0.7668789029121399,
"step": 279
},
{
"dpo_lambda": 0.9707546830177307,
"epoch": 0.5862339701648783,
"grad_norm": 35.46381152183321,
"learning_rate": 2.1804923757009882e-07,
"logits/chosen": -1.0355491638183594,
"logits/rejected": -1.008597493171692,
"logps/chosen": -331.9897766113281,
"logps/rejected": -345.2893981933594,
"loss": 0.6156,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.3384499251842499,
"rewards/margins": 0.22750774025917053,
"rewards/rejected": -0.5659576654434204,
"step": 280
},
{
"dpo_lambda": 0.9706498384475708,
"epoch": 0.5883276629154671,
"grad_norm": 18.095530899983487,
"learning_rate": 2.1623435862645205e-07,
"logits/chosen": -0.896825909614563,
"logits/rejected": -0.8690459728240967,
"logps/chosen": -325.27313232421875,
"logps/rejected": -389.0777587890625,
"loss": 0.5353,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.17332224547863007,
"rewards/margins": 0.4838894009590149,
"rewards/rejected": -0.6572116613388062,
"step": 281
},
{
"dpo_lambda": 0.9705449342727661,
"epoch": 0.590421355666056,
"grad_norm": 26.60962349078345,
"learning_rate": 2.1442129043167873e-07,
"logits/chosen": -0.9322452545166016,
"logits/rejected": -0.9412853121757507,
"logps/chosen": -319.7808532714844,
"logps/rejected": -352.3249816894531,
"loss": 0.5779,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.3038173317909241,
"rewards/margins": 0.4064999520778656,
"rewards/rejected": -0.7103172540664673,
"step": 282
},
{
"dpo_lambda": 0.9704403281211853,
"epoch": 0.5925150484166448,
"grad_norm": 13.698113538753912,
"learning_rate": 2.1261013021512378e-07,
"logits/chosen": -1.0408434867858887,
"logits/rejected": -1.0634641647338867,
"logps/chosen": -324.38421630859375,
"logps/rejected": -296.24310302734375,
"loss": 0.5603,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.2441764771938324,
"rewards/margins": 0.45150530338287354,
"rewards/rejected": -0.6956817507743835,
"step": 283
},
{
"dpo_lambda": 0.9703354239463806,
"epoch": 0.5946087411672337,
"grad_norm": 35.606967375148706,
"learning_rate": 2.1080097510381294e-07,
"logits/chosen": -0.9592381119728088,
"logits/rejected": -0.9521263241767883,
"logps/chosen": -367.49041748046875,
"logps/rejected": -358.9259948730469,
"loss": 0.572,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.4385915994644165,
"rewards/margins": 0.35387519001960754,
"rewards/rejected": -0.7924667596817017,
"step": 284
},
{
"dpo_lambda": 0.9702305793762207,
"epoch": 0.5967024339178225,
"grad_norm": 35.5832827055,
"learning_rate": 2.089939221172446e-07,
"logits/chosen": -0.866810142993927,
"logits/rejected": -0.9270384311676025,
"logps/chosen": -296.6413269042969,
"logps/rejected": -340.2668762207031,
"loss": 0.534,
"rewards/accuracies": 0.828125,
"rewards/chosen": -0.17586766183376312,
"rewards/margins": 0.633611798286438,
"rewards/rejected": -0.8094794154167175,
"step": 285
},
{
"dpo_lambda": 0.9701257348060608,
"epoch": 0.5987961266684114,
"grad_norm": 35.734015963321454,
"learning_rate": 2.0718906816218595e-07,
"logits/chosen": -0.9615485668182373,
"logits/rejected": -0.9750257134437561,
"logps/chosen": -349.071533203125,
"logps/rejected": -384.72247314453125,
"loss": 0.5693,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.4143269658088684,
"rewards/margins": 0.5034248232841492,
"rewards/rejected": -0.9177517890930176,
"step": 286
},
{
"dpo_lambda": 0.9700208902359009,
"epoch": 0.6008898194190002,
"grad_norm": 30.680257622648437,
"learning_rate": 2.053865100274774e-07,
"logits/chosen": -1.0024163722991943,
"logits/rejected": -1.057032823562622,
"logps/chosen": -356.08160400390625,
"logps/rejected": -342.71380615234375,
"loss": 0.5694,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.33542853593826294,
"rewards/margins": 0.4585578143596649,
"rewards/rejected": -0.7939863801002502,
"step": 287
},
{
"dpo_lambda": 0.9699162244796753,
"epoch": 0.6029835121695891,
"grad_norm": 23.556702970914774,
"learning_rate": 2.035863443788411e-07,
"logits/chosen": -0.9257787466049194,
"logits/rejected": -0.9421148300170898,
"logps/chosen": -327.1122131347656,
"logps/rejected": -364.0360412597656,
"loss": 0.5885,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.31706058979034424,
"rewards/margins": 0.6234011054039001,
"rewards/rejected": -0.9404616355895996,
"step": 288
},
{
"dpo_lambda": 0.9698113799095154,
"epoch": 0.6050772049201779,
"grad_norm": 28.145132727704436,
"learning_rate": 2.0178866775369774e-07,
"logits/chosen": -0.9009627103805542,
"logits/rejected": -0.9209296107292175,
"logps/chosen": -294.1601867675781,
"logps/rejected": -330.5748291015625,
"loss": 0.5464,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.27767202258110046,
"rewards/margins": 0.6135878562927246,
"rewards/rejected": -0.8912597894668579,
"step": 289
},
{
"dpo_lambda": 0.9697064757347107,
"epoch": 0.6071708976707668,
"grad_norm": 19.389825728653452,
"learning_rate": 1.9999357655598891e-07,
"logits/chosen": -0.8907105326652527,
"logits/rejected": -0.9732505083084106,
"logps/chosen": -292.0400085449219,
"logps/rejected": -282.02520751953125,
"loss": 0.5727,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.28145384788513184,
"rewards/margins": 0.5408211350440979,
"rewards/rejected": -0.822274923324585,
"step": 290
},
{
"dpo_lambda": 0.9696016907691956,
"epoch": 0.6092645904213556,
"grad_norm": 22.906647894771478,
"learning_rate": 1.9820116705100775e-07,
"logits/chosen": -0.974831759929657,
"logits/rejected": -0.9915525317192078,
"logps/chosen": -350.82232666015625,
"logps/rejected": -394.2654724121094,
"loss": 0.6151,
"rewards/accuracies": 0.59375,
"rewards/chosen": -0.4027952551841736,
"rewards/margins": 0.3092948794364929,
"rewards/rejected": -0.7120901346206665,
"step": 291
},
{
"dpo_lambda": 0.9694967865943909,
"epoch": 0.6113582831719445,
"grad_norm": 30.636875549929094,
"learning_rate": 1.9641153536023642e-07,
"logits/chosen": -0.7265560030937195,
"logits/rejected": -0.8953325152397156,
"logps/chosen": -318.35992431640625,
"logps/rejected": -342.0888671875,
"loss": 0.5318,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.43135565519332886,
"rewards/margins": 0.5195130109786987,
"rewards/rejected": -0.9508687257766724,
"step": 292
},
{
"dpo_lambda": 0.969391942024231,
"epoch": 0.6134519759225334,
"grad_norm": 22.769319565191545,
"learning_rate": 1.9462477745619106e-07,
"logits/chosen": -0.9743357300758362,
"logits/rejected": -0.9867159128189087,
"logps/chosen": -365.81536865234375,
"logps/rejected": -400.97064208984375,
"loss": 0.6079,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.49305474758148193,
"rewards/margins": 0.5272669196128845,
"rewards/rejected": -1.0203216075897217,
"step": 293
},
{
"dpo_lambda": 0.9692872762680054,
"epoch": 0.6155456686731222,
"grad_norm": 28.096584516595076,
"learning_rate": 1.928409891572757e-07,
"logits/chosen": -0.9767225980758667,
"logits/rejected": -1.018739104270935,
"logps/chosen": -290.4533996582031,
"logps/rejected": -369.98883056640625,
"loss": 0.5211,
"rewards/accuracies": 0.828125,
"rewards/chosen": -0.24696438014507294,
"rewards/margins": 0.6717772483825684,
"rewards/rejected": -0.9187415838241577,
"step": 294
},
{
"dpo_lambda": 0.9691824316978455,
"epoch": 0.6176393614237111,
"grad_norm": 11.67452650850463,
"learning_rate": 1.9106026612264315e-07,
"logits/chosen": -0.9304852485656738,
"logits/rejected": -0.9730537533760071,
"logps/chosen": -334.56304931640625,
"logps/rejected": -366.45904541015625,
"loss": 0.4976,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.28208717703819275,
"rewards/margins": 0.617598295211792,
"rewards/rejected": -0.8996855020523071,
"step": 295
},
{
"dpo_lambda": 0.9690775871276855,
"epoch": 0.6197330541742999,
"grad_norm": 29.939339000249788,
"learning_rate": 1.8928270384706582e-07,
"logits/chosen": -0.9597479104995728,
"logits/rejected": -1.0559049844741821,
"logps/chosen": -361.4211120605469,
"logps/rejected": -343.28009033203125,
"loss": 0.5373,
"rewards/accuracies": 0.890625,
"rewards/chosen": -0.31935498118400574,
"rewards/margins": 0.6444027423858643,
"rewards/rejected": -0.9637576937675476,
"step": 296
},
{
"dpo_lambda": 0.9689727425575256,
"epoch": 0.6218267469248888,
"grad_norm": 19.420346723363878,
"learning_rate": 1.875083976558136e-07,
"logits/chosen": -0.8957151174545288,
"logits/rejected": -0.9098566770553589,
"logps/chosen": -330.9611511230469,
"logps/rejected": -398.48834228515625,
"loss": 0.5834,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.3520338535308838,
"rewards/margins": 0.5692517757415771,
"rewards/rejected": -0.9212855696678162,
"step": 297
},
{
"dpo_lambda": 0.968867838382721,
"epoch": 0.6239204396754776,
"grad_norm": 17.95489479788074,
"learning_rate": 1.8573744269954297e-07,
"logits/chosen": -0.9044655561447144,
"logits/rejected": -0.986747145652771,
"logps/chosen": -312.3471984863281,
"logps/rejected": -321.05810546875,
"loss": 0.5608,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.31143227219581604,
"rewards/margins": 0.5159186124801636,
"rewards/rejected": -0.8273508548736572,
"step": 298
},
{
"dpo_lambda": 0.9687632322311401,
"epoch": 0.6260141324260665,
"grad_norm": 15.662522135428798,
"learning_rate": 1.839699339491937e-07,
"logits/chosen": -0.9157642126083374,
"logits/rejected": -0.9654196500778198,
"logps/chosen": -341.7589416503906,
"logps/rejected": -348.1306457519531,
"loss": 0.5487,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.28629571199417114,
"rewards/margins": 0.6190310716629028,
"rewards/rejected": -0.905326783657074,
"step": 299
},
{
"dpo_lambda": 0.9686583280563354,
"epoch": 0.6281078251766553,
"grad_norm": 23.191123388712988,
"learning_rate": 1.8220596619089573e-07,
"logits/chosen": -0.9885008931159973,
"logits/rejected": -0.9450974464416504,
"logps/chosen": -309.62091064453125,
"logps/rejected": -363.9620361328125,
"loss": 0.5598,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.4183036684989929,
"rewards/margins": 0.5146893262863159,
"rewards/rejected": -0.9329929947853088,
"step": 300
},
{
"epoch": 0.6281078251766553,
"eval_dpo_lambda": 0.9685534834861755,
"eval_logits/chosen": -0.9607605934143066,
"eval_logits/rejected": -1.0002164840698242,
"eval_logps/chosen": -343.1056823730469,
"eval_logps/rejected": -361.8922424316406,
"eval_loss": 0.5694788694381714,
"eval_rewards/accuracies": 0.722000002861023,
"eval_rewards/chosen": -0.4245879352092743,
"eval_rewards/margins": 0.4840264618396759,
"eval_rewards/rejected": -0.9086143374443054,
"eval_runtime": 561.1076,
"eval_samples_per_second": 3.564,
"eval_steps_per_second": 0.891,
"step": 300
},
{
"dpo_lambda": 0.9685534834861755,
"epoch": 0.6302015179272442,
"grad_norm": 71.58397918802766,
"learning_rate": 1.8044563402088682e-07,
"logits/chosen": -0.9689053893089294,
"logits/rejected": -1.0844143629074097,
"logps/chosen": -326.18499755859375,
"logps/rejected": -329.495849609375,
"loss": 0.5791,
"rewards/accuracies": 0.59375,
"rewards/chosen": -0.5225777626037598,
"rewards/margins": 0.3462575674057007,
"rewards/rejected": -0.86883544921875,
"step": 301
},
{
"dpo_lambda": 0.9684486389160156,
"epoch": 0.632295210677833,
"grad_norm": 26.151243700328262,
"learning_rate": 1.7868903184043885e-07,
"logits/chosen": -0.8586608171463013,
"logits/rejected": -0.9734141230583191,
"logps/chosen": -307.2423400878906,
"logps/rejected": -328.2541809082031,
"loss": 0.5424,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.3227950930595398,
"rewards/margins": 0.5719585418701172,
"rewards/rejected": -0.8947535753250122,
"step": 302
},
{
"dpo_lambda": 0.9683437943458557,
"epoch": 0.6343889034284219,
"grad_norm": 18.993097696585455,
"learning_rate": 1.7693625385079574e-07,
"logits/chosen": -0.9815896153450012,
"logits/rejected": -1.009246826171875,
"logps/chosen": -317.59832763671875,
"logps/rejected": -327.9718322753906,
"loss": 0.5344,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.23856814205646515,
"rewards/margins": 0.5028955936431885,
"rewards/rejected": -0.7414637207984924,
"step": 303
},
{
"dpo_lambda": 0.9682389497756958,
"epoch": 0.6364825961790107,
"grad_norm": 53.94254872286131,
"learning_rate": 1.7518739404812155e-07,
"logits/chosen": -0.9886007308959961,
"logits/rejected": -1.0203882455825806,
"logps/chosen": -387.0471496582031,
"logps/rejected": -371.6809997558594,
"loss": 0.5769,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.5815944671630859,
"rewards/margins": 0.38539034128189087,
"rewards/rejected": -0.966984748840332,
"step": 304
},
{
"dpo_lambda": 0.9681340456008911,
"epoch": 0.6385762889295996,
"grad_norm": 26.17411762649003,
"learning_rate": 1.7344254621846017e-07,
"logits/chosen": -1.0002169609069824,
"logits/rejected": -1.000640869140625,
"logps/chosen": -312.68365478515625,
"logps/rejected": -287.2958068847656,
"loss": 0.5631,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.35965269804000854,
"rewards/margins": 0.4842557907104492,
"rewards/rejected": -0.8439084887504578,
"step": 305
},
{
"dpo_lambda": 0.9680293798446655,
"epoch": 0.6406699816801884,
"grad_norm": 25.76044753092561,
"learning_rate": 1.717018039327053e-07,
"logits/chosen": -0.8985933065414429,
"logits/rejected": -0.9996975064277649,
"logps/chosen": -389.3902282714844,
"logps/rejected": -382.3996887207031,
"loss": 0.5286,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.32364633679389954,
"rewards/margins": 0.6448994278907776,
"rewards/rejected": -0.9685457944869995,
"step": 306
},
{
"dpo_lambda": 0.9679245352745056,
"epoch": 0.6427636744307773,
"grad_norm": 21.07447363401618,
"learning_rate": 1.699652605415828e-07,
"logits/chosen": -0.9501347541809082,
"logits/rejected": -1.0148643255233765,
"logps/chosen": -408.3487243652344,
"logps/rejected": -361.47979736328125,
"loss": 0.5062,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.41872522234916687,
"rewards/margins": 0.4738251268863678,
"rewards/rejected": -0.8925502896308899,
"step": 307
},
{
"dpo_lambda": 0.9678196907043457,
"epoch": 0.6448573671813661,
"grad_norm": 37.352068506484386,
"learning_rate": 1.6823300917064458e-07,
"logits/chosen": -0.9194483160972595,
"logits/rejected": -1.0151333808898926,
"logps/chosen": -348.45068359375,
"logps/rejected": -390.6669921875,
"loss": 0.5342,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.37650251388549805,
"rewards/margins": 0.5100971460342407,
"rewards/rejected": -0.886599600315094,
"step": 308
},
{
"dpo_lambda": 0.9677148461341858,
"epoch": 0.646951059931955,
"grad_norm": 65.9272239651892,
"learning_rate": 1.6650514271527465e-07,
"logits/chosen": -0.8971225619316101,
"logits/rejected": -0.9499090909957886,
"logps/chosen": -341.97503662109375,
"logps/rejected": -398.912353515625,
"loss": 0.558,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.261827677488327,
"rewards/margins": 0.5827478766441345,
"rewards/rejected": -0.8445755243301392,
"step": 309
},
{
"dpo_lambda": 0.9676100015640259,
"epoch": 0.6490447526825438,
"grad_norm": 20.04658084797354,
"learning_rate": 1.647817538357072e-07,
"logits/chosen": -0.7898070812225342,
"logits/rejected": -0.8542658090591431,
"logps/chosen": -318.4727783203125,
"logps/rejected": -329.48333740234375,
"loss": 0.5176,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.29877397418022156,
"rewards/margins": 0.5912772417068481,
"rewards/rejected": -0.8900513052940369,
"step": 310
},
{
"dpo_lambda": 0.9675053358078003,
"epoch": 0.6511384454331327,
"grad_norm": 26.373458404599162,
"learning_rate": 1.6306293495205755e-07,
"logits/chosen": -0.9485715627670288,
"logits/rejected": -0.9856311082839966,
"logps/chosen": -303.1679382324219,
"logps/rejected": -325.40655517578125,
"loss": 0.538,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3055274486541748,
"rewards/margins": 0.5957139134407043,
"rewards/rejected": -0.9012414216995239,
"step": 311
},
{
"dpo_lambda": 0.9674004912376404,
"epoch": 0.6532321381837215,
"grad_norm": 15.730910702810599,
"learning_rate": 1.6134877823936607e-07,
"logits/chosen": -1.0132697820663452,
"logits/rejected": -1.0205020904541016,
"logps/chosen": -329.7890319824219,
"logps/rejected": -403.00732421875,
"loss": 0.5396,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.3859696388244629,
"rewards/margins": 0.5894760489463806,
"rewards/rejected": -0.9754457473754883,
"step": 312
},
{
"dpo_lambda": 0.9672955870628357,
"epoch": 0.6553258309343104,
"grad_norm": 28.053518321597984,
"learning_rate": 1.5963937562265522e-07,
"logits/chosen": -0.9850528240203857,
"logits/rejected": -1.0680859088897705,
"logps/chosen": -329.48236083984375,
"logps/rejected": -358.2930908203125,
"loss": 0.5493,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.25245147943496704,
"rewards/margins": 0.5047082901000977,
"rewards/rejected": -0.7571598291397095,
"step": 313
},
{
"dpo_lambda": 0.9671907424926758,
"epoch": 0.6574195236848992,
"grad_norm": 44.39330956194096,
"learning_rate": 1.5793481877199943e-07,
"logits/chosen": -1.0563923120498657,
"logits/rejected": -1.0740464925765991,
"logps/chosen": -327.7634582519531,
"logps/rejected": -326.1741943359375,
"loss": 0.5415,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.1798219382762909,
"rewards/margins": 0.5696390867233276,
"rewards/rejected": -0.7494610548019409,
"step": 314
},
{
"dpo_lambda": 0.9670858979225159,
"epoch": 0.6595132164354881,
"grad_norm": 52.35196491982725,
"learning_rate": 1.562351990976095e-07,
"logits/chosen": -0.8370614051818848,
"logits/rejected": -0.9014161825180054,
"logps/chosen": -346.0189208984375,
"logps/rejected": -366.05963134765625,
"loss": 0.5071,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.19401825964450836,
"rewards/margins": 0.7404112219810486,
"rewards/rejected": -0.934429407119751,
"step": 315
},
{
"dpo_lambda": 0.966981053352356,
"epoch": 0.6616069091860769,
"grad_norm": 20.25931696368988,
"learning_rate": 1.5454060774493065e-07,
"logits/chosen": -0.9522421360015869,
"logits/rejected": -0.9345359802246094,
"logps/chosen": -300.9903564453125,
"logps/rejected": -332.50396728515625,
"loss": 0.5295,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.33971095085144043,
"rewards/margins": 0.5237520337104797,
"rewards/rejected": -0.8634629249572754,
"step": 316
},
{
"dpo_lambda": 0.9668763875961304,
"epoch": 0.6637006019366658,
"grad_norm": 28.05666808675557,
"learning_rate": 1.5285113558975427e-07,
"logits/chosen": -0.9864431619644165,
"logits/rejected": -0.94712233543396,
"logps/chosen": -314.5718688964844,
"logps/rejected": -369.55609130859375,
"loss": 0.5285,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.3466428816318512,
"rewards/margins": 0.5084124207496643,
"rewards/rejected": -0.8550552725791931,
"step": 317
},
{
"dpo_lambda": 0.9667715430259705,
"epoch": 0.6657942946872546,
"grad_norm": 28.907111649527103,
"learning_rate": 1.5116687323334464e-07,
"logits/chosen": -1.031725525856018,
"logits/rejected": -1.0288310050964355,
"logps/chosen": -351.31671142578125,
"logps/rejected": -391.8863220214844,
"loss": 0.5332,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.29358726739883423,
"rewards/margins": 0.6588489413261414,
"rewards/rejected": -0.9524362683296204,
"step": 318
},
{
"dpo_lambda": 0.9666666388511658,
"epoch": 0.6678879874378435,
"grad_norm": 13.586327459344083,
"learning_rate": 1.4948791099758052e-07,
"logits/chosen": -0.940189003944397,
"logits/rejected": -0.968927264213562,
"logps/chosen": -283.3269958496094,
"logps/rejected": -314.5475769042969,
"loss": 0.5594,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.2659313678741455,
"rewards/margins": 0.5632839202880859,
"rewards/rejected": -0.829215407371521,
"step": 319
},
{
"dpo_lambda": 0.9665618538856506,
"epoch": 0.6699816801884323,
"grad_norm": 17.287945972540122,
"learning_rate": 1.478143389201113e-07,
"logits/chosen": -0.9991787075996399,
"logits/rejected": -0.9350276589393616,
"logps/chosen": -420.7625427246094,
"logps/rejected": -389.25408935546875,
"loss": 0.5606,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.39572352170944214,
"rewards/margins": 0.4197995960712433,
"rewards/rejected": -0.8155230283737183,
"step": 320
},
{
"dpo_lambda": 0.966456949710846,
"epoch": 0.6720753729390212,
"grad_norm": 22.059789067729692,
"learning_rate": 1.461462467495284e-07,
"logits/chosen": -0.8892531991004944,
"logits/rejected": -0.9207965135574341,
"logps/chosen": -371.59234619140625,
"logps/rejected": -356.5474548339844,
"loss": 0.6141,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.3681826591491699,
"rewards/margins": 0.5087204575538635,
"rewards/rejected": -0.8769031763076782,
"step": 321
},
{
"dpo_lambda": 0.9663523435592651,
"epoch": 0.6741690656896101,
"grad_norm": 17.733315729809913,
"learning_rate": 1.4448372394055246e-07,
"logits/chosen": -0.9744499325752258,
"logits/rejected": -0.9986258745193481,
"logps/chosen": -321.5147399902344,
"logps/rejected": -330.0378112792969,
"loss": 0.517,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.30931758880615234,
"rewards/margins": 0.5616300106048584,
"rewards/rejected": -0.870947539806366,
"step": 322
},
{
"dpo_lambda": 0.9662474393844604,
"epoch": 0.6762627584401989,
"grad_norm": 23.90951181882235,
"learning_rate": 1.428268596492364e-07,
"logits/chosen": -0.8879707455635071,
"logits/rejected": -0.8915808796882629,
"logps/chosen": -326.7454528808594,
"logps/rejected": -378.8501892089844,
"loss": 0.5528,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.325499564409256,
"rewards/margins": 0.5490182042121887,
"rewards/rejected": -0.8745177984237671,
"step": 323
},
{
"dpo_lambda": 0.9661425948143005,
"epoch": 0.6783564511907878,
"grad_norm": 16.39553700201974,
"learning_rate": 1.4117574272818386e-07,
"logits/chosen": -0.9681739211082458,
"logits/rejected": -1.015541911125183,
"logps/chosen": -317.4237976074219,
"logps/rejected": -372.75439453125,
"loss": 0.5674,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.33222252130508423,
"rewards/margins": 0.5510666966438293,
"rewards/rejected": -0.8832892179489136,
"step": 324
},
{
"dpo_lambda": 0.9660377502441406,
"epoch": 0.6804501439413766,
"grad_norm": 18.791465531764167,
"learning_rate": 1.3953046172178413e-07,
"logits/chosen": -0.9151560664176941,
"logits/rejected": -0.9827873706817627,
"logps/chosen": -323.977783203125,
"logps/rejected": -314.0232238769531,
"loss": 0.5845,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.4418525993824005,
"rewards/margins": 0.37086665630340576,
"rewards/rejected": -0.8127192258834839,
"step": 325
},
{
"dpo_lambda": 0.9659329056739807,
"epoch": 0.6825438366919655,
"grad_norm": 27.99201137301602,
"learning_rate": 1.3789110486146468e-07,
"logits/chosen": -1.0051405429840088,
"logits/rejected": -1.0525906085968018,
"logps/chosen": -324.9797668457031,
"logps/rejected": -370.70794677734375,
"loss": 0.5747,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.27201488614082336,
"rewards/margins": 0.48317158222198486,
"rewards/rejected": -0.7551864385604858,
"step": 326
},
{
"dpo_lambda": 0.965828001499176,
"epoch": 0.6846375294425543,
"grad_norm": 20.528135742260847,
"learning_rate": 1.362577600609588e-07,
"logits/chosen": -1.0105348825454712,
"logits/rejected": -0.9638998508453369,
"logps/chosen": -318.3458251953125,
"logps/rejected": -370.9636535644531,
"loss": 0.555,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.293737530708313,
"rewards/margins": 0.45407989621162415,
"rewards/rejected": -0.74781733751297,
"step": 327
},
{
"dpo_lambda": 0.9657231569290161,
"epoch": 0.6867312221931432,
"grad_norm": 40.497052517569266,
"learning_rate": 1.3463051491159093e-07,
"logits/chosen": -0.9311863780021667,
"logits/rejected": -0.9145044684410095,
"logps/chosen": -306.9552001953125,
"logps/rejected": -379.8552551269531,
"loss": 0.5613,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.3483826816082001,
"rewards/margins": 0.598532497882843,
"rewards/rejected": -0.9469150900840759,
"step": 328
},
{
"dpo_lambda": 0.9656184911727905,
"epoch": 0.688824914943732,
"grad_norm": 16.832445288233277,
"learning_rate": 1.3300945667758012e-07,
"logits/chosen": -0.8724278807640076,
"logits/rejected": -0.9922559261322021,
"logps/chosen": -349.7203369140625,
"logps/rejected": -389.9562683105469,
"loss": 0.5049,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.22436396777629852,
"rewards/margins": 0.7489404678344727,
"rewards/rejected": -0.9733043909072876,
"step": 329
},
{
"dpo_lambda": 0.9655136466026306,
"epoch": 0.6909186076943209,
"grad_norm": 26.95436484029208,
"learning_rate": 1.3139467229135998e-07,
"logits/chosen": -0.9775909185409546,
"logits/rejected": -0.9572923183441162,
"logps/chosen": -296.727783203125,
"logps/rejected": -318.11578369140625,
"loss": 0.5528,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.32260772585868835,
"rewards/margins": 0.43575817346572876,
"rewards/rejected": -0.7583658695220947,
"step": 330
},
{
"dpo_lambda": 0.9654088020324707,
"epoch": 0.6930123004449097,
"grad_norm": 21.94704622393633,
"learning_rate": 1.2978624834891626e-07,
"logits/chosen": -0.856591522693634,
"logits/rejected": -0.925330638885498,
"logps/chosen": -363.8154602050781,
"logps/rejected": -351.26409912109375,
"loss": 0.4924,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.2571355402469635,
"rewards/margins": 0.6332350373268127,
"rewards/rejected": -0.8903706669807434,
"step": 331
},
{
"dpo_lambda": 0.9653039574623108,
"epoch": 0.6951059931954986,
"grad_norm": 178.8370298654354,
"learning_rate": 1.281842711051438e-07,
"logits/chosen": -1.0046966075897217,
"logits/rejected": -0.9471710920333862,
"logps/chosen": -407.97955322265625,
"logps/rejected": -443.640869140625,
"loss": 0.5206,
"rewards/accuracies": 0.828125,
"rewards/chosen": -0.3523060083389282,
"rewards/margins": 0.6791791915893555,
"rewards/rejected": -1.0314850807189941,
"step": 332
},
{
"dpo_lambda": 0.9651991128921509,
"epoch": 0.6971996859460874,
"grad_norm": 34.231688437828396,
"learning_rate": 1.2658882646922033e-07,
"logits/chosen": -0.8789958357810974,
"logits/rejected": -0.9038445949554443,
"logps/chosen": -354.1581726074219,
"logps/rejected": -366.3446044921875,
"loss": 0.5678,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.36087289452552795,
"rewards/margins": 0.5995725393295288,
"rewards/rejected": -0.9604454040527344,
"step": 333
},
{
"dpo_lambda": 0.9650944471359253,
"epoch": 0.6992933786966763,
"grad_norm": 18.04385028677772,
"learning_rate": 1.2500000000000005e-07,
"logits/chosen": -0.9685949683189392,
"logits/rejected": -0.9957066774368286,
"logps/chosen": -335.9698181152344,
"logps/rejected": -395.140869140625,
"loss": 0.5561,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.30749112367630005,
"rewards/margins": 0.4485364258289337,
"rewards/rejected": -0.7560275793075562,
"step": 334
},
{
"dpo_lambda": 0.9649895429611206,
"epoch": 0.7013870714472651,
"grad_norm": 21.053487705520137,
"learning_rate": 1.2341787690142435e-07,
"logits/chosen": -0.9309602379798889,
"logits/rejected": -0.963007926940918,
"logps/chosen": -331.0724792480469,
"logps/rejected": -347.17486572265625,
"loss": 0.5789,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.40828946232795715,
"rewards/margins": 0.4629323184490204,
"rewards/rejected": -0.8712217807769775,
"step": 335
},
{
"dpo_lambda": 0.9648846983909607,
"epoch": 0.703480764197854,
"grad_norm": 20.90654959482647,
"learning_rate": 1.2184254201795363e-07,
"logits/chosen": -0.935300350189209,
"logits/rejected": -1.0370335578918457,
"logps/chosen": -361.41436767578125,
"logps/rejected": -372.24920654296875,
"loss": 0.5524,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.3370175063610077,
"rewards/margins": 0.41511785984039307,
"rewards/rejected": -0.7521353960037231,
"step": 336
},
{
"dpo_lambda": 0.9647798538208008,
"epoch": 0.7055744569484428,
"grad_norm": 25.47986436291456,
"learning_rate": 1.202740798300168e-07,
"logits/chosen": -1.0110206604003906,
"logits/rejected": -0.9602785110473633,
"logps/chosen": -369.0711669921875,
"logps/rejected": -426.0411376953125,
"loss": 0.5572,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.5039616823196411,
"rewards/margins": 0.48775193095207214,
"rewards/rejected": -0.9917135834693909,
"step": 337
},
{
"dpo_lambda": 0.9646750092506409,
"epoch": 0.7076681496990317,
"grad_norm": 12.80550446526403,
"learning_rate": 1.1871257444948096e-07,
"logits/chosen": -0.959979772567749,
"logits/rejected": -1.0622349977493286,
"logps/chosen": -339.4168395996094,
"logps/rejected": -341.2720947265625,
"loss": 0.5448,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.4172990918159485,
"rewards/margins": 0.5843453407287598,
"rewards/rejected": -1.0016443729400635,
"step": 338
},
{
"dpo_lambda": 0.964570164680481,
"epoch": 0.7097618424496205,
"grad_norm": 24.972770330893827,
"learning_rate": 1.1715810961514072e-07,
"logits/chosen": -0.8925620317459106,
"logits/rejected": -0.9319013357162476,
"logps/chosen": -293.1116638183594,
"logps/rejected": -370.85284423828125,
"loss": 0.5661,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.2533493638038635,
"rewards/margins": 0.6773079037666321,
"rewards/rejected": -0.9306572079658508,
"step": 339
},
{
"dpo_lambda": 0.9644652605056763,
"epoch": 0.7118555352002094,
"grad_norm": 22.919753073070936,
"learning_rate": 1.1561076868822755e-07,
"logits/chosen": -0.9318410158157349,
"logits/rejected": -0.9421119689941406,
"logps/chosen": -321.55072021484375,
"logps/rejected": -356.93603515625,
"loss": 0.595,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.32962632179260254,
"rewards/margins": 0.37742599844932556,
"rewards/rejected": -0.7070522308349609,
"step": 340
},
{
"dpo_lambda": 0.9643606543540955,
"epoch": 0.7139492279507982,
"grad_norm": 29.275505863100147,
"learning_rate": 1.1407063464793965e-07,
"logits/chosen": -1.0172332525253296,
"logits/rejected": -1.0134183168411255,
"logps/chosen": -278.432861328125,
"logps/rejected": -322.0915222167969,
"loss": 0.5227,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.3785405158996582,
"rewards/margins": 0.5554640293121338,
"rewards/rejected": -0.9340046048164368,
"step": 341
},
{
"dpo_lambda": 0.9642557501792908,
"epoch": 0.7160429207013871,
"grad_norm": 35.203314569620424,
"learning_rate": 1.125377900869913e-07,
"logits/chosen": -0.9718924164772034,
"logits/rejected": -0.9619014859199524,
"logps/chosen": -321.0333251953125,
"logps/rejected": -392.4592590332031,
"loss": 0.5256,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.2639404237270355,
"rewards/margins": 0.6683336496353149,
"rewards/rejected": -0.9322740435600281,
"step": 342
},
{
"dpo_lambda": 0.9641509056091309,
"epoch": 0.7181366134519759,
"grad_norm": 55.55269901625133,
"learning_rate": 1.110123172071844e-07,
"logits/chosen": -0.914270281791687,
"logits/rejected": -0.860942006111145,
"logps/chosen": -304.1083068847656,
"logps/rejected": -381.48651123046875,
"loss": 0.5444,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.2739492952823639,
"rewards/margins": 0.5674920678138733,
"rewards/rejected": -0.8414413332939148,
"step": 343
},
{
"dpo_lambda": 0.964046061038971,
"epoch": 0.7202303062025648,
"grad_norm": 17.912467497986132,
"learning_rate": 1.09494297815e-07,
"logits/chosen": -0.9377856850624084,
"logits/rejected": -1.0394203662872314,
"logps/chosen": -314.60284423828125,
"logps/rejected": -331.8394775390625,
"loss": 0.5344,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.25695669651031494,
"rewards/margins": 0.441311776638031,
"rewards/rejected": -0.6982684135437012,
"step": 344
},
{
"dpo_lambda": 0.963941216468811,
"epoch": 0.7223239989531536,
"grad_norm": 14.243821913967022,
"learning_rate": 1.0798381331721107e-07,
"logits/chosen": -0.9512354731559753,
"logits/rejected": -0.9822427034378052,
"logps/chosen": -287.7138671875,
"logps/rejected": -316.0299072265625,
"loss": 0.5271,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.3327217400074005,
"rewards/margins": 0.6620177626609802,
"rewards/rejected": -0.9947394728660583,
"step": 345
},
{
"dpo_lambda": 0.9638365507125854,
"epoch": 0.7244176917037425,
"grad_norm": 15.398034329860014,
"learning_rate": 1.0648094471651722e-07,
"logits/chosen": -0.9969007968902588,
"logits/rejected": -0.9967204928398132,
"logps/chosen": -319.8764953613281,
"logps/rejected": -340.1079406738281,
"loss": 0.5834,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.35108503699302673,
"rewards/margins": 0.5176693797111511,
"rewards/rejected": -0.8687544465065002,
"step": 346
},
{
"dpo_lambda": 0.9637317061424255,
"epoch": 0.7265113844543313,
"grad_norm": 24.431486213535006,
"learning_rate": 1.0498577260720048e-07,
"logits/chosen": -0.8135185241699219,
"logits/rejected": -0.9067487120628357,
"logps/chosen": -316.9966125488281,
"logps/rejected": -341.70318603515625,
"loss": 0.5464,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.41448765993118286,
"rewards/margins": 0.4467889368534088,
"rewards/rejected": -0.8612766265869141,
"step": 347
},
{
"dpo_lambda": 0.9636268019676208,
"epoch": 0.7286050772049202,
"grad_norm": 28.722137917702902,
"learning_rate": 1.0349837717080347e-07,
"logits/chosen": -0.9912142753601074,
"logits/rejected": -1.0412789583206177,
"logps/chosen": -357.5257873535156,
"logps/rejected": -371.5506591796875,
"loss": 0.5016,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.33226823806762695,
"rewards/margins": 0.5479937791824341,
"rewards/rejected": -0.880262017250061,
"step": 348
},
{
"dpo_lambda": 0.9635220170021057,
"epoch": 0.730698769955509,
"grad_norm": 33.358713923011784,
"learning_rate": 1.0201883817182949e-07,
"logits/chosen": -1.0769925117492676,
"logits/rejected": -1.0619198083877563,
"logps/chosen": -268.9877014160156,
"logps/rejected": -304.9781799316406,
"loss": 0.5214,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3280823230743408,
"rewards/margins": 0.5363447666168213,
"rewards/rejected": -0.8644271492958069,
"step": 349
},
{
"dpo_lambda": 0.963417112827301,
"epoch": 0.7327924627060979,
"grad_norm": 16.957391268850262,
"learning_rate": 1.0054723495346482e-07,
"logits/chosen": -0.9406857490539551,
"logits/rejected": -0.9522515535354614,
"logps/chosen": -370.5696105957031,
"logps/rejected": -418.59381103515625,
"loss": 0.566,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3182927072048187,
"rewards/margins": 0.6044560670852661,
"rewards/rejected": -0.9227486848831177,
"step": 350
},
{
"epoch": 0.7327924627060979,
"eval_dpo_lambda": 0.9633123278617859,
"eval_logits/chosen": -0.9592387676239014,
"eval_logits/rejected": -0.9957619905471802,
"eval_logps/chosen": -335.34930419921875,
"eval_logps/rejected": -355.07366943359375,
"eval_loss": 0.5613225698471069,
"eval_rewards/accuracies": 0.7260000109672546,
"eval_rewards/chosen": -0.34702369570732117,
"eval_rewards/margins": 0.49340489506721497,
"eval_rewards/rejected": -0.8404285311698914,
"eval_runtime": 561.9253,
"eval_samples_per_second": 3.559,
"eval_steps_per_second": 0.89,
"step": 350
},
{
"dpo_lambda": 0.9633122682571411,
"epoch": 0.7348861554566868,
"grad_norm": 24.71599545821725,
"learning_rate": 9.908364643332398e-08,
"logits/chosen": -0.9522049427032471,
"logits/rejected": -0.9981221556663513,
"logps/chosen": -317.208251953125,
"logps/rejected": -374.0013427734375,
"loss": 0.5682,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.34796202182769775,
"rewards/margins": 0.4574374258518219,
"rewards/rejected": -0.8053994178771973,
"step": 351
},
{
"dpo_lambda": 0.9632076025009155,
"epoch": 0.7369798482072756,
"grad_norm": 15.696672979497066,
"learning_rate": 9.76281510992176e-08,
"logits/chosen": -0.9699813723564148,
"logits/rejected": -1.0038105249404907,
"logps/chosen": -323.82733154296875,
"logps/rejected": -332.93475341796875,
"loss": 0.563,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.3269641697406769,
"rewards/margins": 0.5215096473693848,
"rewards/rejected": -0.8484737873077393,
"step": 352
},
{
"dpo_lambda": 0.9631027579307556,
"epoch": 0.7390735409578645,
"grad_norm": 38.2658159785458,
"learning_rate": 9.618082700494318e-08,
"logits/chosen": -0.8864728212356567,
"logits/rejected": -1.0044827461242676,
"logps/chosen": -291.521728515625,
"logps/rejected": -291.72802734375,
"loss": 0.62,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.41974952816963196,
"rewards/margins": 0.38726168870925903,
"rewards/rejected": -0.8070113062858582,
"step": 353
},
{
"dpo_lambda": 0.9629979133605957,
"epoch": 0.7411672337084533,
"grad_norm": 16.091443237501974,
"learning_rate": 9.474175176609956e-08,
"logits/chosen": -0.972978413105011,
"logits/rejected": -0.9209941625595093,
"logps/chosen": -299.625244140625,
"logps/rejected": -310.5818786621094,
"loss": 0.5659,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.3460564911365509,
"rewards/margins": 0.40129145979881287,
"rewards/rejected": -0.7473480105400085,
"step": 354
},
{
"dpo_lambda": 0.9628930687904358,
"epoch": 0.7432609264590422,
"grad_norm": 28.036122454792796,
"learning_rate": 9.331100255592436e-08,
"logits/chosen": -0.9111910462379456,
"logits/rejected": -0.9185968041419983,
"logps/chosen": -379.6253356933594,
"logps/rejected": -339.806884765625,
"loss": 0.6143,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.45352065563201904,
"rewards/margins": 0.28414058685302734,
"rewards/rejected": -0.7376612424850464,
"step": 355
},
{
"dpo_lambda": 0.9627881646156311,
"epoch": 0.745354619209631,
"grad_norm": 15.812271707140557,
"learning_rate": 9.18886561011557e-08,
"logits/chosen": -0.8909232020378113,
"logits/rejected": -0.9465504884719849,
"logps/chosen": -372.94317626953125,
"logps/rejected": -410.23406982421875,
"loss": 0.518,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.2967568039894104,
"rewards/margins": 0.6505753397941589,
"rewards/rejected": -0.9473320841789246,
"step": 356
},
{
"dpo_lambda": 0.9626835584640503,
"epoch": 0.7474483119602199,
"grad_norm": 17.91342430337661,
"learning_rate": 9.047478867791731e-08,
"logits/chosen": -0.9878717064857483,
"logits/rejected": -0.9517794847488403,
"logps/chosen": -346.8152770996094,
"logps/rejected": -356.7705993652344,
"loss": 0.5188,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.24196535348892212,
"rewards/margins": 0.5725304484367371,
"rewards/rejected": -0.814495861530304,
"step": 357
},
{
"dpo_lambda": 0.9625786542892456,
"epoch": 0.7495420047108087,
"grad_norm": 22.723355184888202,
"learning_rate": 8.906947610762825e-08,
"logits/chosen": -0.9669464826583862,
"logits/rejected": -0.9961766004562378,
"logps/chosen": -387.2091064453125,
"logps/rejected": -412.39404296875,
"loss": 0.5696,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.2763371467590332,
"rewards/margins": 0.541536271572113,
"rewards/rejected": -0.817873477935791,
"step": 358
},
{
"dpo_lambda": 0.9624738097190857,
"epoch": 0.7516356974613976,
"grad_norm": 17.29151886084971,
"learning_rate": 8.76727937529367e-08,
"logits/chosen": -1.1109174489974976,
"logits/rejected": -1.0934998989105225,
"logps/chosen": -317.03350830078125,
"logps/rejected": -388.8250732421875,
"loss": 0.6099,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.30949756503105164,
"rewards/margins": 0.31883934140205383,
"rewards/rejected": -0.6283369064331055,
"step": 359
},
{
"dpo_lambda": 0.9623689651489258,
"epoch": 0.7537293902119864,
"grad_norm": 14.070230696764554,
"learning_rate": 8.628481651367875e-08,
"logits/chosen": -1.0067811012268066,
"logits/rejected": -1.0087178945541382,
"logps/chosen": -297.63873291015625,
"logps/rejected": -330.9602966308594,
"loss": 0.5515,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.2629808187484741,
"rewards/margins": 0.5231103897094727,
"rewards/rejected": -0.7860912084579468,
"step": 360
},
{
"dpo_lambda": 0.9622641205787659,
"epoch": 0.7558230829625753,
"grad_norm": 19.06758201325056,
"learning_rate": 8.490561882286135e-08,
"logits/chosen": -1.0516997575759888,
"logits/rejected": -1.0711076259613037,
"logps/chosen": -349.70343017578125,
"logps/rejected": -354.0404052734375,
"loss": 0.536,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.26353931427001953,
"rewards/margins": 0.5523825883865356,
"rewards/rejected": -0.8159219026565552,
"step": 361
},
{
"dpo_lambda": 0.962159276008606,
"epoch": 0.7579167757131641,
"grad_norm": 26.94997496124403,
"learning_rate": 8.353527464267104e-08,
"logits/chosen": -0.9543567299842834,
"logits/rejected": -1.0147325992584229,
"logps/chosen": -305.9583740234375,
"logps/rejected": -365.9261779785156,
"loss": 0.5791,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.21509583294391632,
"rewards/margins": 0.5419927835464478,
"rewards/rejected": -0.7570887207984924,
"step": 362
},
{
"dpo_lambda": 0.9620543718338013,
"epoch": 0.760010468463753,
"grad_norm": 74.72502474786462,
"learning_rate": 8.217385746050742e-08,
"logits/chosen": -0.9676810503005981,
"logits/rejected": -1.0195143222808838,
"logps/chosen": -336.9450378417969,
"logps/rejected": -331.18798828125,
"loss": 0.5299,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.381142795085907,
"rewards/margins": 0.49130770564079285,
"rewards/rejected": -0.8724505305290222,
"step": 363
},
{
"dpo_lambda": 0.9619497656822205,
"epoch": 0.7621041612143418,
"grad_norm": 19.404892216299483,
"learning_rate": 8.082144028504231e-08,
"logits/chosen": -0.8616032600402832,
"logits/rejected": -0.9383154511451721,
"logps/chosen": -275.91143798828125,
"logps/rejected": -338.1697692871094,
"loss": 0.5035,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.23062482476234436,
"rewards/margins": 0.6644704341888428,
"rewards/rejected": -0.8950952887535095,
"step": 364
},
{
"dpo_lambda": 0.9618448615074158,
"epoch": 0.7641978539649307,
"grad_norm": 29.53717574810475,
"learning_rate": 7.947809564230445e-08,
"logits/chosen": -0.8835728764533997,
"logits/rejected": -0.9612337946891785,
"logps/chosen": -369.8661193847656,
"logps/rejected": -361.1076354980469,
"loss": 0.6037,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.3223067820072174,
"rewards/margins": 0.3532503843307495,
"rewards/rejected": -0.6755571961402893,
"step": 365
},
{
"dpo_lambda": 0.9617400169372559,
"epoch": 0.7662915467155195,
"grad_norm": 10.307277460270527,
"learning_rate": 7.814389557179016e-08,
"logits/chosen": -1.0233443975448608,
"logits/rejected": -1.0403273105621338,
"logps/chosen": -318.3058776855469,
"logps/rejected": -338.8187255859375,
"loss": 0.5634,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3016853332519531,
"rewards/margins": 0.32519543170928955,
"rewards/rejected": -0.6268807649612427,
"step": 366
},
{
"dpo_lambda": 0.961635172367096,
"epoch": 0.7683852394661084,
"grad_norm": 45.00455227104742,
"learning_rate": 7.681891162260015e-08,
"logits/chosen": -0.9098859429359436,
"logits/rejected": -0.9500433206558228,
"logps/chosen": -321.8980712890625,
"logps/rejected": -321.658447265625,
"loss": 0.5075,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.3374080955982208,
"rewards/margins": 0.6366255283355713,
"rewards/rejected": -0.974033534526825,
"step": 367
},
{
"dpo_lambda": 0.961530327796936,
"epoch": 0.7704789322166972,
"grad_norm": 16.44474720560638,
"learning_rate": 7.550321484960251e-08,
"logits/chosen": -0.9235467314720154,
"logits/rejected": -0.9864405393600464,
"logps/chosen": -318.61566162109375,
"logps/rejected": -323.4438171386719,
"loss": 0.5266,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.1688789427280426,
"rewards/margins": 0.5078449845314026,
"rewards/rejected": -0.6767238974571228,
"step": 368
},
{
"dpo_lambda": 0.9614256620407104,
"epoch": 0.7725726249672861,
"grad_norm": 31.33862125443488,
"learning_rate": 7.419687580962222e-08,
"logits/chosen": -0.8263933658599854,
"logits/rejected": -0.8173232674598694,
"logps/chosen": -324.09283447265625,
"logps/rejected": -351.4126281738281,
"loss": 0.5795,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.42795392870903015,
"rewards/margins": 0.4751317799091339,
"rewards/rejected": -0.9030857086181641,
"step": 369
},
{
"dpo_lambda": 0.9613208174705505,
"epoch": 0.7746663177178749,
"grad_norm": 42.98613541209831,
"learning_rate": 7.289996455765748e-08,
"logits/chosen": -0.9016161561012268,
"logits/rejected": -0.9416869282722473,
"logps/chosen": -355.3125305175781,
"logps/rejected": -369.4179992675781,
"loss": 0.5451,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.31742802262306213,
"rewards/margins": 0.5414060354232788,
"rewards/rejected": -0.8588340878486633,
"step": 370
},
{
"dpo_lambda": 0.9612159132957458,
"epoch": 0.7767600104684638,
"grad_norm": 28.36509965644124,
"learning_rate": 7.161255064312283e-08,
"logits/chosen": -0.9476215243339539,
"logits/rejected": -0.9706940650939941,
"logps/chosen": -316.4869384765625,
"logps/rejected": -396.5313415527344,
"loss": 0.5328,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.3681057095527649,
"rewards/margins": 0.6468718647956848,
"rewards/rejected": -1.0149775743484497,
"step": 371
},
{
"dpo_lambda": 0.9611111283302307,
"epoch": 0.7788537032190526,
"grad_norm": 23.803503779777298,
"learning_rate": 7.033470310611945e-08,
"logits/chosen": -0.9440561532974243,
"logits/rejected": -1.0243254899978638,
"logps/chosen": -438.1816711425781,
"logps/rejected": -381.82623291015625,
"loss": 0.5516,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.37924379110336304,
"rewards/margins": 0.5478464365005493,
"rewards/rejected": -0.9270902276039124,
"step": 372
},
{
"dpo_lambda": 0.961006224155426,
"epoch": 0.7809473959696415,
"grad_norm": 27.72182838034728,
"learning_rate": 6.906649047373245e-08,
"logits/chosen": -0.9706982970237732,
"logits/rejected": -0.9654771089553833,
"logps/chosen": -333.77789306640625,
"logps/rejected": -391.4490966796875,
"loss": 0.5528,
"rewards/accuracies": 0.84375,
"rewards/chosen": -0.2363077700138092,
"rewards/margins": 0.6813668608665466,
"rewards/rejected": -0.9176746606826782,
"step": 373
},
{
"dpo_lambda": 0.9609013795852661,
"epoch": 0.7830410887202303,
"grad_norm": 20.681732016502796,
"learning_rate": 6.780798075635675e-08,
"logits/chosen": -0.9225718379020691,
"logits/rejected": -0.9658865928649902,
"logps/chosen": -353.7083435058594,
"logps/rejected": -369.9117431640625,
"loss": 0.5534,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.30636295676231384,
"rewards/margins": 0.6070533990859985,
"rewards/rejected": -0.9134163856506348,
"step": 374
},
{
"dpo_lambda": 0.9607967138290405,
"epoch": 0.7851347814708192,
"grad_norm": 31.186102107762363,
"learning_rate": 6.655924144404906e-08,
"logits/chosen": -0.8658726215362549,
"logits/rejected": -0.9505506157875061,
"logps/chosen": -310.1218566894531,
"logps/rejected": -356.1629943847656,
"loss": 0.5331,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.30431026220321655,
"rewards/margins": 0.6359937191009521,
"rewards/rejected": -0.9403039216995239,
"step": 375
},
{
"dpo_lambda": 0.9606918692588806,
"epoch": 0.787228474221408,
"grad_norm": 24.269420848253173,
"learning_rate": 6.532033950290885e-08,
"logits/chosen": -0.9355162382125854,
"logits/rejected": -0.9577205181121826,
"logps/chosen": -338.4344787597656,
"logps/rejected": -387.79913330078125,
"loss": 0.5694,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.39728814363479614,
"rewards/margins": 0.5328594446182251,
"rewards/rejected": -0.9301475882530212,
"step": 376
},
{
"dpo_lambda": 0.9605870246887207,
"epoch": 0.7893221669719969,
"grad_norm": 19.188064859196658,
"learning_rate": 6.409134137148736e-08,
"logits/chosen": -1.0201990604400635,
"logits/rejected": -1.047384262084961,
"logps/chosen": -343.03875732421875,
"logps/rejected": -315.65362548828125,
"loss": 0.5314,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.3237241506576538,
"rewards/margins": 0.49253687262535095,
"rewards/rejected": -0.8162609934806824,
"step": 377
},
{
"dpo_lambda": 0.9604821801185608,
"epoch": 0.7914158597225857,
"grad_norm": 24.57431465319421,
"learning_rate": 6.28723129572247e-08,
"logits/chosen": -0.8773887157440186,
"logits/rejected": -0.9270977973937988,
"logps/chosen": -334.6279296875,
"logps/rejected": -367.80572509765625,
"loss": 0.594,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3744312524795532,
"rewards/margins": 0.42570799589157104,
"rewards/rejected": -0.800139307975769,
"step": 378
},
{
"dpo_lambda": 0.9603772759437561,
"epoch": 0.7935095524731746,
"grad_norm": 28.46042702704832,
"learning_rate": 6.166331963291519e-08,
"logits/chosen": -1.055816411972046,
"logits/rejected": -1.029515027999878,
"logps/chosen": -323.7863464355469,
"logps/rejected": -333.7519226074219,
"loss": 0.5726,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.4126008450984955,
"rewards/margins": 0.49342429637908936,
"rewards/rejected": -0.9060250520706177,
"step": 379
},
{
"dpo_lambda": 0.9602726697921753,
"epoch": 0.7956032452237635,
"grad_norm": 18.658115359359524,
"learning_rate": 6.046442623320145e-08,
"logits/chosen": -1.018285870552063,
"logits/rejected": -1.0573500394821167,
"logps/chosen": -330.10101318359375,
"logps/rejected": -346.8293151855469,
"loss": 0.5255,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.22925367951393127,
"rewards/margins": 0.6084834337234497,
"rewards/rejected": -0.8377372026443481,
"step": 380
},
{
"dpo_lambda": 0.9601677656173706,
"epoch": 0.7976969379743523,
"grad_norm": 16.408753713537546,
"learning_rate": 5.9275697051098275e-08,
"logits/chosen": -0.8530938625335693,
"logits/rejected": -0.9515883922576904,
"logps/chosen": -239.74586486816406,
"logps/rejected": -339.2502746582031,
"loss": 0.502,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.22224396467208862,
"rewards/margins": 0.6877234578132629,
"rewards/rejected": -0.9099674224853516,
"step": 381
},
{
"dpo_lambda": 0.9600629210472107,
"epoch": 0.7997906307249412,
"grad_norm": 21.903923323456592,
"learning_rate": 5.809719583454414e-08,
"logits/chosen": -0.9614814519882202,
"logits/rejected": -0.962985634803772,
"logps/chosen": -300.4097595214844,
"logps/rejected": -382.86370849609375,
"loss": 0.5261,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.26442432403564453,
"rewards/margins": 0.5285326242446899,
"rewards/rejected": -0.7929569482803345,
"step": 382
},
{
"dpo_lambda": 0.9599580764770508,
"epoch": 0.80188432347553,
"grad_norm": 27.69460396939364,
"learning_rate": 5.6928985782982524e-08,
"logits/chosen": -1.00211763381958,
"logits/rejected": -0.9333101511001587,
"logps/chosen": -371.8981628417969,
"logps/rejected": -389.7657165527344,
"loss": 0.5818,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.3752930164337158,
"rewards/margins": 0.4458085000514984,
"rewards/rejected": -0.8211015462875366,
"step": 383
},
{
"dpo_lambda": 0.9598532319068909,
"epoch": 0.8039780162261189,
"grad_norm": 15.880624776905542,
"learning_rate": 5.57711295439732e-08,
"logits/chosen": -1.0322285890579224,
"logits/rejected": -1.0425132513046265,
"logps/chosen": -356.7442626953125,
"logps/rejected": -409.0237121582031,
"loss": 0.5218,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.2565978765487671,
"rewards/margins": 0.6591013669967651,
"rewards/rejected": -0.9156992435455322,
"step": 384
},
{
"dpo_lambda": 0.959748387336731,
"epoch": 0.8060717089767077,
"grad_norm": 15.997055013777837,
"learning_rate": 5.4623689209832484e-08,
"logits/chosen": -0.9438518285751343,
"logits/rejected": -1.0183533430099487,
"logps/chosen": -339.08306884765625,
"logps/rejected": -395.9681396484375,
"loss": 0.5102,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.36264917254447937,
"rewards/margins": 0.6978291273117065,
"rewards/rejected": -1.0604783296585083,
"step": 385
},
{
"dpo_lambda": 0.9596434831619263,
"epoch": 0.8081654017272966,
"grad_norm": 21.110905175575006,
"learning_rate": 5.3486726314303175e-08,
"logits/chosen": -0.9347030520439148,
"logits/rejected": -0.9683570265769958,
"logps/chosen": -353.3894958496094,
"logps/rejected": -328.5455322265625,
"loss": 0.5475,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.2658626139163971,
"rewards/margins": 0.49515584111213684,
"rewards/rejected": -0.7610185146331787,
"step": 386
},
{
"dpo_lambda": 0.9595388174057007,
"epoch": 0.8102590944778854,
"grad_norm": 14.055777953199689,
"learning_rate": 5.2360301829254745e-08,
"logits/chosen": -0.9676686525344849,
"logits/rejected": -1.0681111812591553,
"logps/chosen": -349.0576171875,
"logps/rejected": -325.227294921875,
"loss": 0.5377,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.14794021844863892,
"rewards/margins": 0.6320769786834717,
"rewards/rejected": -0.7800171971321106,
"step": 387
},
{
"dpo_lambda": 0.9594339728355408,
"epoch": 0.8123527872284743,
"grad_norm": 37.7395918970165,
"learning_rate": 5.1244476161413806e-08,
"logits/chosen": -0.9613102078437805,
"logits/rejected": -0.9784658551216125,
"logps/chosen": -340.90447998046875,
"logps/rejected": -406.65533447265625,
"loss": 0.55,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.2638137936592102,
"rewards/margins": 0.6216176748275757,
"rewards/rejected": -0.8854314684867859,
"step": 388
},
{
"dpo_lambda": 0.9593291282653809,
"epoch": 0.814446479979063,
"grad_norm": 20.798435257784853,
"learning_rate": 5.013930914912476e-08,
"logits/chosen": -0.8479200601577759,
"logits/rejected": -0.9247003197669983,
"logps/chosen": -310.15374755859375,
"logps/rejected": -348.4466247558594,
"loss": 0.5478,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.3163961172103882,
"rewards/margins": 0.522079348564148,
"rewards/rejected": -0.8384754061698914,
"step": 389
},
{
"dpo_lambda": 0.959224283695221,
"epoch": 0.816540172729652,
"grad_norm": 54.64575176217907,
"learning_rate": 4.904486005914027e-08,
"logits/chosen": -0.9330431222915649,
"logits/rejected": -0.9549581408500671,
"logps/chosen": -365.50762939453125,
"logps/rejected": -346.893310546875,
"loss": 0.5593,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.45057371258735657,
"rewards/margins": 0.45801979303359985,
"rewards/rejected": -0.908593475818634,
"step": 390
},
{
"dpo_lambda": 0.959119439125061,
"epoch": 0.8186338654802408,
"grad_norm": 28.884583790867374,
"learning_rate": 4.796118758344353e-08,
"logits/chosen": -0.9886559247970581,
"logits/rejected": -1.0360742807388306,
"logps/chosen": -311.6133728027344,
"logps/rejected": -329.0717468261719,
"loss": 0.5356,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3692110478878021,
"rewards/margins": 0.5127213001251221,
"rewards/rejected": -0.8819323182106018,
"step": 391
},
{
"dpo_lambda": 0.9590147733688354,
"epoch": 0.8207275582308297,
"grad_norm": 47.21987697553988,
"learning_rate": 4.688834983610082e-08,
"logits/chosen": -1.0307235717773438,
"logits/rejected": -0.9974226355552673,
"logps/chosen": -307.7640380859375,
"logps/rejected": -384.6656799316406,
"loss": 0.541,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.34472477436065674,
"rewards/margins": 0.5033468008041382,
"rewards/rejected": -0.8480715155601501,
"step": 392
},
{
"dpo_lambda": 0.9589099287986755,
"epoch": 0.8228212509814185,
"grad_norm": 36.144797883020956,
"learning_rate": 4.582640435014459e-08,
"logits/chosen": -1.0393571853637695,
"logits/rejected": -1.0646288394927979,
"logps/chosen": -303.0776672363281,
"logps/rejected": -308.91864013671875,
"loss": 0.5749,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.3313845694065094,
"rewards/margins": 0.454150915145874,
"rewards/rejected": -0.785535454750061,
"step": 393
},
{
"dpo_lambda": 0.9588050246238708,
"epoch": 0.8249149437320074,
"grad_norm": 28.405590539672186,
"learning_rate": 4.477540807448832e-08,
"logits/chosen": -0.8921625018119812,
"logits/rejected": -0.9136333465576172,
"logps/chosen": -355.0310363769531,
"logps/rejected": -426.3016662597656,
"loss": 0.5566,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.3053607940673828,
"rewards/margins": 0.6183335781097412,
"rewards/rejected": -0.9236944913864136,
"step": 394
},
{
"dpo_lambda": 0.9587001800537109,
"epoch": 0.8270086364825961,
"grad_norm": 15.539276399808447,
"learning_rate": 4.373541737087263e-08,
"logits/chosen": -1.0075271129608154,
"logits/rejected": -1.028421401977539,
"logps/chosen": -312.7923583984375,
"logps/rejected": -374.7745361328125,
"loss": 0.5639,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.3122669458389282,
"rewards/margins": 0.5935348868370056,
"rewards/rejected": -0.9058018922805786,
"step": 395
},
{
"dpo_lambda": 0.958595335483551,
"epoch": 0.829102329233185,
"grad_norm": 26.03734566553524,
"learning_rate": 4.270648801084295e-08,
"logits/chosen": -0.9819083213806152,
"logits/rejected": -0.9753702282905579,
"logps/chosen": -316.38751220703125,
"logps/rejected": -319.94915771484375,
"loss": 0.5703,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.39307281374931335,
"rewards/margins": 0.3845985233783722,
"rewards/rejected": -0.7776713967323303,
"step": 396
},
{
"dpo_lambda": 0.9584904909133911,
"epoch": 0.8311960219837738,
"grad_norm": 25.113826259403137,
"learning_rate": 4.168867517275806e-08,
"logits/chosen": -0.9145287871360779,
"logits/rejected": -0.9403222799301147,
"logps/chosen": -245.5500030517578,
"logps/rejected": -329.1048583984375,
"loss": 0.5393,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.36393922567367554,
"rewards/margins": 0.5811597108840942,
"rewards/rejected": -0.945098876953125,
"step": 397
},
{
"dpo_lambda": 0.9583855867385864,
"epoch": 0.8332897147343628,
"grad_norm": 44.51116164273478,
"learning_rate": 4.0682033438831584e-08,
"logits/chosen": -0.9946930408477783,
"logits/rejected": -0.9629707932472229,
"logps/chosen": -267.51715087890625,
"logps/rejected": -350.3848876953125,
"loss": 0.5696,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.40482285618782043,
"rewards/margins": 0.33537381887435913,
"rewards/rejected": -0.7401966452598572,
"step": 398
},
{
"dpo_lambda": 0.9582809805870056,
"epoch": 0.8353834074849515,
"grad_norm": 30.344521852168064,
"learning_rate": 3.968661679220467e-08,
"logits/chosen": -0.9283524751663208,
"logits/rejected": -0.9831556081771851,
"logps/chosen": -384.8466491699219,
"logps/rejected": -402.1518249511719,
"loss": 0.5402,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.4025726616382599,
"rewards/margins": 0.5733284950256348,
"rewards/rejected": -0.9759011268615723,
"step": 399
},
{
"dpo_lambda": 0.9581760764122009,
"epoch": 0.8374771002355405,
"grad_norm": 44.88339103217458,
"learning_rate": 3.8702478614051345e-08,
"logits/chosen": -0.9853564500808716,
"logits/rejected": -0.9621061086654663,
"logps/chosen": -376.42376708984375,
"logps/rejected": -432.05963134765625,
"loss": 0.5423,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.31213808059692383,
"rewards/margins": 0.6543071866035461,
"rewards/rejected": -0.96644526720047,
"step": 400
},
{
"epoch": 0.8374771002355405,
"eval_dpo_lambda": 0.9580713510513306,
"eval_logits/chosen": -0.9665474891662598,
"eval_logits/rejected": -1.0032734870910645,
"eval_logps/chosen": -339.02130126953125,
"eval_logps/rejected": -360.9908142089844,
"eval_loss": 0.561345636844635,
"eval_rewards/accuracies": 0.7289999723434448,
"eval_rewards/chosen": -0.38374418020248413,
"eval_rewards/margins": 0.5158559679985046,
"eval_rewards/rejected": -0.899600088596344,
"eval_runtime": 560.9381,
"eval_samples_per_second": 3.565,
"eval_steps_per_second": 0.891,
"step": 400
},
{
"dpo_lambda": 0.9580712914466858,
"epoch": 0.8395707929861292,
"grad_norm": 82.15355464781004,
"learning_rate": 3.772967168071517e-08,
"logits/chosen": -1.0035700798034668,
"logits/rejected": -1.0144524574279785,
"logps/chosen": -322.69830322265625,
"logps/rejected": -336.5651550292969,
"loss": 0.5728,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.3935065269470215,
"rewards/margins": 0.46786949038505554,
"rewards/rejected": -0.8613760471343994,
"step": 401
},
{
"dpo_lambda": 0.9579663872718811,
"epoch": 0.8416644857367181,
"grad_norm": 20.35226428221194,
"learning_rate": 3.676824816087978e-08,
"logits/chosen": -0.9380530714988708,
"logits/rejected": -0.9650043845176697,
"logps/chosen": -355.93719482421875,
"logps/rejected": -356.6396789550781,
"loss": 0.5223,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.19415956735610962,
"rewards/margins": 0.6138423681259155,
"rewards/rejected": -0.8080019950866699,
"step": 402
},
{
"dpo_lambda": 0.9578615427017212,
"epoch": 0.8437581784873069,
"grad_norm": 42.29350910621693,
"learning_rate": 3.581825961277074e-08,
"logits/chosen": -0.9577827453613281,
"logits/rejected": -1.0395058393478394,
"logps/chosen": -357.50103759765625,
"logps/rejected": -378.7171630859375,
"loss": 0.5769,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.3822963237762451,
"rewards/margins": 0.4797073006629944,
"rewards/rejected": -0.8620035648345947,
"step": 403
},
{
"dpo_lambda": 0.9577568769454956,
"epoch": 0.8458518712378958,
"grad_norm": 21.139864207028474,
"learning_rate": 3.487975698139084e-08,
"logits/chosen": -1.053609848022461,
"logits/rejected": -1.046288013458252,
"logps/chosen": -348.7900085449219,
"logps/rejected": -376.8426208496094,
"loss": 0.5609,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.4225596487522125,
"rewards/margins": 0.3801911175251007,
"rewards/rejected": -0.802750825881958,
"step": 404
},
{
"dpo_lambda": 0.9576520323753357,
"epoch": 0.8479455639884846,
"grad_norm": 48.23981949574903,
"learning_rate": 3.3952790595787986e-08,
"logits/chosen": -1.039850115776062,
"logits/rejected": -1.068182349205017,
"logps/chosen": -318.3228759765625,
"logps/rejected": -346.5895080566406,
"loss": 0.522,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.4849662184715271,
"rewards/margins": 0.4318442940711975,
"rewards/rejected": -0.9168104529380798,
"step": 405
},
{
"dpo_lambda": 0.9575471878051758,
"epoch": 0.8500392567390735,
"grad_norm": 27.516331980321333,
"learning_rate": 3.303741016635614e-08,
"logits/chosen": -1.0031503438949585,
"logits/rejected": -1.0047969818115234,
"logps/chosen": -370.5401306152344,
"logps/rejected": -397.98040771484375,
"loss": 0.557,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.27663034200668335,
"rewards/margins": 0.6528828144073486,
"rewards/rejected": -0.9295130372047424,
"step": 406
},
{
"dpo_lambda": 0.9574423432350159,
"epoch": 0.8521329494896623,
"grad_norm": 20.04658083953901,
"learning_rate": 3.2133664782169944e-08,
"logits/chosen": -0.975938081741333,
"logits/rejected": -0.956437349319458,
"logps/chosen": -325.4172058105469,
"logps/rejected": -350.14862060546875,
"loss": 0.523,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.40274572372436523,
"rewards/margins": 0.6021479964256287,
"rewards/rejected": -1.0048936605453491,
"step": 407
},
{
"dpo_lambda": 0.9573374390602112,
"epoch": 0.8542266422402512,
"grad_norm": 28.927907054098547,
"learning_rate": 3.12416029083514e-08,
"logits/chosen": -0.9998895525932312,
"logits/rejected": -1.0152561664581299,
"logps/chosen": -333.8466796875,
"logps/rejected": -372.66162109375,
"loss": 0.5512,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.42361342906951904,
"rewards/margins": 0.4960295557975769,
"rewards/rejected": -0.919642984867096,
"step": 408
},
{
"dpo_lambda": 0.9572325944900513,
"epoch": 0.8563203349908401,
"grad_norm": 28.95623360194244,
"learning_rate": 3.036127238347164e-08,
"logits/chosen": -1.0345758199691772,
"logits/rejected": -1.0678658485412598,
"logps/chosen": -393.51934814453125,
"logps/rejected": -419.20819091796875,
"loss": 0.5428,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.3088226020336151,
"rewards/margins": 0.5775026082992554,
"rewards/rejected": -0.8863251805305481,
"step": 409
},
{
"dpo_lambda": 0.9571279287338257,
"epoch": 0.8584140277414289,
"grad_norm": 38.71222399422127,
"learning_rate": 2.9492720416985e-08,
"logits/chosen": -0.9824857115745544,
"logits/rejected": -0.9625248908996582,
"logps/chosen": -327.7845764160156,
"logps/rejected": -384.799560546875,
"loss": 0.5879,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.3323441743850708,
"rewards/margins": 0.6053525805473328,
"rewards/rejected": -0.937696635723114,
"step": 410
},
{
"dpo_lambda": 0.9570230841636658,
"epoch": 0.8605077204920178,
"grad_norm": 63.673739836807414,
"learning_rate": 2.863599358669755e-08,
"logits/chosen": -1.0002498626708984,
"logits/rejected": -0.9433389902114868,
"logps/chosen": -332.62017822265625,
"logps/rejected": -383.5394592285156,
"loss": 0.5866,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.4152870178222656,
"rewards/margins": 0.41510239243507385,
"rewards/rejected": -0.8303893804550171,
"step": 411
},
{
"dpo_lambda": 0.9569182395935059,
"epoch": 0.8626014132426066,
"grad_norm": 47.031673049240815,
"learning_rate": 2.7791137836269158e-08,
"logits/chosen": -0.9564170241355896,
"logits/rejected": -0.9423116445541382,
"logps/chosen": -329.16876220703125,
"logps/rejected": -396.54949951171875,
"loss": 0.5372,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.37793248891830444,
"rewards/margins": 0.6080735325813293,
"rewards/rejected": -0.986005961894989,
"step": 412
},
{
"dpo_lambda": 0.956813395023346,
"epoch": 0.8646951059931955,
"grad_norm": 20.115652999297403,
"learning_rate": 2.6958198472749717e-08,
"logits/chosen": -0.993791937828064,
"logits/rejected": -1.0071156024932861,
"logps/chosen": -288.9036560058594,
"logps/rejected": -332.8777770996094,
"loss": 0.5507,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.34835270047187805,
"rewards/margins": 0.5191000699996948,
"rewards/rejected": -0.8674527406692505,
"step": 413
},
{
"dpo_lambda": 0.956708550453186,
"epoch": 0.8667887987437843,
"grad_norm": 28.643664444242688,
"learning_rate": 2.613722016414943e-08,
"logits/chosen": -0.9087300896644592,
"logits/rejected": -0.9807073473930359,
"logps/chosen": -331.19329833984375,
"logps/rejected": -377.75054931640625,
"loss": 0.5429,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.48658519983291626,
"rewards/margins": 0.5433869361877441,
"rewards/rejected": -1.0299721956253052,
"step": 414
},
{
"dpo_lambda": 0.9566038846969604,
"epoch": 0.8688824914943732,
"grad_norm": 25.510442310385585,
"learning_rate": 2.5328246937043525e-08,
"logits/chosen": -0.9275650382041931,
"logits/rejected": -0.966849684715271,
"logps/chosen": -344.0802001953125,
"logps/rejected": -348.220947265625,
"loss": 0.5552,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.34558096528053284,
"rewards/margins": 0.6371087431907654,
"rewards/rejected": -0.982689619064331,
"step": 415
},
{
"dpo_lambda": 0.9564989805221558,
"epoch": 0.870976184244962,
"grad_norm": 19.797185961582827,
"learning_rate": 2.4531322174210973e-08,
"logits/chosen": -0.9148194789886475,
"logits/rejected": -1.0240569114685059,
"logps/chosen": -363.20098876953125,
"logps/rejected": -388.9029235839844,
"loss": 0.5692,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.2716209888458252,
"rewards/margins": 0.8080213665962219,
"rewards/rejected": -1.079642415046692,
"step": 416
},
{
"dpo_lambda": 0.9563941359519958,
"epoch": 0.8730698769955509,
"grad_norm": 37.76417428426363,
"learning_rate": 2.3746488612308295e-08,
"logits/chosen": -0.9347919225692749,
"logits/rejected": -0.9365442395210266,
"logps/chosen": -319.30450439453125,
"logps/rejected": -377.2983703613281,
"loss": 0.5504,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.5698833465576172,
"rewards/margins": 0.35962584614753723,
"rewards/rejected": -0.9295092225074768,
"step": 417
},
{
"dpo_lambda": 0.9562892913818359,
"epoch": 0.8751635697461397,
"grad_norm": 30.23045274143435,
"learning_rate": 2.297378833957761e-08,
"logits/chosen": -1.0036827325820923,
"logits/rejected": -0.954819917678833,
"logps/chosen": -329.52276611328125,
"logps/rejected": -358.5249938964844,
"loss": 0.5439,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.37042689323425293,
"rewards/margins": 0.5442904829978943,
"rewards/rejected": -0.914717435836792,
"step": 418
},
{
"dpo_lambda": 0.956184446811676,
"epoch": 0.8772572624967286,
"grad_norm": 17.865199078300027,
"learning_rate": 2.2213262793589482e-08,
"logits/chosen": -0.9423766136169434,
"logits/rejected": -1.0231984853744507,
"logps/chosen": -332.6385192871094,
"logps/rejected": -357.6366882324219,
"loss": 0.5404,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.3678462505340576,
"rewards/margins": 0.5428791046142578,
"rewards/rejected": -0.9107253551483154,
"step": 419
},
{
"dpo_lambda": 0.9560796022415161,
"epoch": 0.8793509552473174,
"grad_norm": 12.8919686565624,
"learning_rate": 2.1464952759020856e-08,
"logits/chosen": -0.8776789903640747,
"logits/rejected": -0.9112561941146851,
"logps/chosen": -362.9369812011719,
"logps/rejected": -445.8304748535156,
"loss": 0.5028,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.24908962845802307,
"rewards/margins": 0.7293524146080017,
"rewards/rejected": -0.9784420728683472,
"step": 420
},
{
"dpo_lambda": 0.9559746980667114,
"epoch": 0.8814446479979063,
"grad_norm": 17.459827778455995,
"learning_rate": 2.07288983654679e-08,
"logits/chosen": -0.9969652891159058,
"logits/rejected": -1.0456459522247314,
"logps/chosen": -284.34271240234375,
"logps/rejected": -328.07318115234375,
"loss": 0.4952,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.37537533044815063,
"rewards/margins": 0.6198078989982605,
"rewards/rejected": -0.9951832294464111,
"step": 421
},
{
"dpo_lambda": 0.9558700919151306,
"epoch": 0.8835383407484951,
"grad_norm": 43.84604357896676,
"learning_rate": 2.0005139085293942e-08,
"logits/chosen": -0.9257749319076538,
"logits/rejected": -0.8814691305160522,
"logps/chosen": -320.6876220703125,
"logps/rejected": -344.1969299316406,
"loss": 0.5525,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.41354262828826904,
"rewards/margins": 0.4604254961013794,
"rewards/rejected": -0.8739681839942932,
"step": 422
},
{
"dpo_lambda": 0.9557651877403259,
"epoch": 0.885632033499084,
"grad_norm": 46.36867747989169,
"learning_rate": 1.9293713731512673e-08,
"logits/chosen": -0.9757592082023621,
"logits/rejected": -0.9672430157661438,
"logps/chosen": -335.0474853515625,
"logps/rejected": -392.3810119628906,
"loss": 0.5251,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.2871450185775757,
"rewards/margins": 0.6362358331680298,
"rewards/rejected": -0.9233807921409607,
"step": 423
},
{
"dpo_lambda": 0.955660343170166,
"epoch": 0.8877257262496728,
"grad_norm": 34.23218298531432,
"learning_rate": 1.8594660455706763e-08,
"logits/chosen": -0.8614395260810852,
"logits/rejected": -0.9894289970397949,
"logps/chosen": -327.67840576171875,
"logps/rejected": -366.784423828125,
"loss": 0.5035,
"rewards/accuracies": 0.84375,
"rewards/chosen": -0.3272741734981537,
"rewards/margins": 0.7001060247421265,
"rewards/rejected": -1.0273802280426025,
"step": 424
},
{
"dpo_lambda": 0.9555554986000061,
"epoch": 0.8898194190002617,
"grad_norm": 16.45766662860836,
"learning_rate": 1.7908016745981856e-08,
"logits/chosen": -0.9176836013793945,
"logits/rejected": -0.9757386445999146,
"logps/chosen": -409.4639587402344,
"logps/rejected": -359.6163330078125,
"loss": 0.5317,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.19637420773506165,
"rewards/margins": 0.7027495503425598,
"rewards/rejected": -0.8991237878799438,
"step": 425
},
{
"dpo_lambda": 0.9554506540298462,
"epoch": 0.8919131117508505,
"grad_norm": 38.79029297459658,
"learning_rate": 1.7233819424956247e-08,
"logits/chosen": -0.9371305108070374,
"logits/rejected": -0.9625764489173889,
"logps/chosen": -356.5591735839844,
"logps/rejected": -382.1607666015625,
"loss": 0.5267,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.34867197275161743,
"rewards/margins": 0.5435488224029541,
"rewards/rejected": -0.8922207951545715,
"step": 426
},
{
"dpo_lambda": 0.9553459882736206,
"epoch": 0.8940068045014394,
"grad_norm": 39.594727805679064,
"learning_rate": 1.6572104647786245e-08,
"logits/chosen": -1.0280911922454834,
"logits/rejected": -1.0318591594696045,
"logps/chosen": -322.733154296875,
"logps/rejected": -334.4246826171875,
"loss": 0.549,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.39758163690567017,
"rewards/margins": 0.5534409284591675,
"rewards/rejected": -0.9510226249694824,
"step": 427
},
{
"dpo_lambda": 0.9552411437034607,
"epoch": 0.8961004972520282,
"grad_norm": 12.049727091764039,
"learning_rate": 1.5922907900227017e-08,
"logits/chosen": -0.9746778011322021,
"logits/rejected": -1.0556857585906982,
"logps/chosen": -374.712646484375,
"logps/rejected": -401.69976806640625,
"loss": 0.5366,
"rewards/accuracies": 0.78125,
"rewards/chosen": -0.30862295627593994,
"rewards/margins": 0.7240450978279114,
"rewards/rejected": -1.0326679944992065,
"step": 428
},
{
"dpo_lambda": 0.955136239528656,
"epoch": 0.8981941900026171,
"grad_norm": 13.2303060377412,
"learning_rate": 1.5286263996730026e-08,
"logits/chosen": -0.9656727313995361,
"logits/rejected": -0.9746390581130981,
"logps/chosen": -362.42327880859375,
"logps/rejected": -377.53375244140625,
"loss": 0.5027,
"rewards/accuracies": 0.859375,
"rewards/chosen": -0.19976939260959625,
"rewards/margins": 0.6579819917678833,
"rewards/rejected": -0.8577514290809631,
"step": 429
},
{
"dpo_lambda": 0.9550314545631409,
"epoch": 0.9002878827532059,
"grad_norm": 18.80666324691916,
"learning_rate": 1.4662207078575684e-08,
"logits/chosen": -0.9734973907470703,
"logits/rejected": -1.0407707691192627,
"logps/chosen": -289.5849609375,
"logps/rejected": -310.9867858886719,
"loss": 0.5709,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.3958791494369507,
"rewards/margins": 0.4667404592037201,
"rewards/rejected": -0.8626196980476379,
"step": 430
},
{
"dpo_lambda": 0.9549265503883362,
"epoch": 0.9023815755037948,
"grad_norm": 21.860909121869923,
"learning_rate": 1.40507706120426e-08,
"logits/chosen": -1.0206691026687622,
"logits/rejected": -0.9979550242424011,
"logps/chosen": -302.2188720703125,
"logps/rejected": -331.165283203125,
"loss": 0.5281,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.3756422698497772,
"rewards/margins": 0.45793285965919495,
"rewards/rejected": -0.8335750699043274,
"step": 431
},
{
"dpo_lambda": 0.9548217058181763,
"epoch": 0.9044752682543836,
"grad_norm": 20.022550700009774,
"learning_rate": 1.345198738661285e-08,
"logits/chosen": -0.9343916177749634,
"logits/rejected": -0.9401783347129822,
"logps/chosen": -302.5766906738281,
"logps/rejected": -372.9184265136719,
"loss": 0.5767,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.39758020639419556,
"rewards/margins": 0.5371288061141968,
"rewards/rejected": -0.9347091317176819,
"step": 432
},
{
"dpo_lambda": 0.9547170400619507,
"epoch": 0.9065689610049725,
"grad_norm": 22.247403237563105,
"learning_rate": 1.2865889513213628e-08,
"logits/chosen": -0.8874664306640625,
"logits/rejected": -0.8951385617256165,
"logps/chosen": -334.44207763671875,
"logps/rejected": -412.373291015625,
"loss": 0.5207,
"rewards/accuracies": 0.828125,
"rewards/chosen": -0.30106163024902344,
"rewards/margins": 0.7014852166175842,
"rewards/rejected": -1.0025469064712524,
"step": 433
},
{
"dpo_lambda": 0.9546121954917908,
"epoch": 0.9086626537555613,
"grad_norm": 20.122232158028673,
"learning_rate": 1.2292508422495157e-08,
"logits/chosen": -0.905904233455658,
"logits/rejected": -0.977434515953064,
"logps/chosen": -324.328125,
"logps/rejected": -333.3005676269531,
"loss": 0.551,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.26499003171920776,
"rewards/margins": 0.5595492124557495,
"rewards/rejected": -0.8245391845703125,
"step": 434
},
{
"dpo_lambda": 0.9545073509216309,
"epoch": 0.9107563465061502,
"grad_norm": 173.3897449087187,
"learning_rate": 1.1731874863145142e-08,
"logits/chosen": -1.058231234550476,
"logits/rejected": -1.04081392288208,
"logps/chosen": -298.2507629394531,
"logps/rejected": -354.2373046875,
"loss": 0.572,
"rewards/accuracies": 0.703125,
"rewards/chosen": -0.3913850784301758,
"rewards/margins": 0.42320144176483154,
"rewards/rejected": -0.8145864605903625,
"step": 435
},
{
"dpo_lambda": 0.954402506351471,
"epoch": 0.912850039256739,
"grad_norm": 147.39545680366115,
"learning_rate": 1.118401890024001e-08,
"logits/chosen": -1.000075101852417,
"logits/rejected": -1.0360493659973145,
"logps/chosen": -382.035888671875,
"logps/rejected": -419.6065673828125,
"loss": 0.5386,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.40097954869270325,
"rewards/margins": 0.5406019687652588,
"rewards/rejected": -0.9415814876556396,
"step": 436
},
{
"dpo_lambda": 0.9542976021766663,
"epoch": 0.9149437320073279,
"grad_norm": 21.217270364197876,
"learning_rate": 1.06489699136324e-08,
"logits/chosen": -0.9560334086418152,
"logits/rejected": -1.035660743713379,
"logps/chosen": -325.727783203125,
"logps/rejected": -312.07403564453125,
"loss": 0.5881,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.39235901832580566,
"rewards/margins": 0.48345211148262024,
"rewards/rejected": -0.8758111000061035,
"step": 437
},
{
"dpo_lambda": 0.9541929960250854,
"epoch": 0.9170374247579168,
"grad_norm": 20.559866554121044,
"learning_rate": 1.0126756596375685e-08,
"logits/chosen": -0.9488348960876465,
"logits/rejected": -0.9916976690292358,
"logps/chosen": -308.44549560546875,
"logps/rejected": -326.90802001953125,
"loss": 0.5357,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.28534749150276184,
"rewards/margins": 0.6132487654685974,
"rewards/rejected": -0.8985961675643921,
"step": 438
},
{
"dpo_lambda": 0.9540880918502808,
"epoch": 0.9191311175085056,
"grad_norm": 20.55816599168075,
"learning_rate": 9.617406953185136e-09,
"logits/chosen": -0.9830228686332703,
"logits/rejected": -1.0618979930877686,
"logps/chosen": -367.99737548828125,
"logps/rejected": -469.106689453125,
"loss": 0.5231,
"rewards/accuracies": 0.828125,
"rewards/chosen": -0.24455446004867554,
"rewards/margins": 0.8762832283973694,
"rewards/rejected": -1.120837688446045,
"step": 439
},
{
"dpo_lambda": 0.9539832472801208,
"epoch": 0.9212248102590945,
"grad_norm": 28.839706619333853,
"learning_rate": 9.12094829893642e-09,
"logits/chosen": -1.036233901977539,
"logits/rejected": -0.9664689302444458,
"logps/chosen": -367.5104064941406,
"logps/rejected": -434.5174560546875,
"loss": 0.5366,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.2284281998872757,
"rewards/margins": 0.7398945093154907,
"rewards/rejected": -0.96832275390625,
"step": 440
},
{
"dpo_lambda": 0.9538784027099609,
"epoch": 0.9233185030096833,
"grad_norm": 31.28605342903596,
"learning_rate": 8.637407257200496e-09,
"logits/chosen": -0.89495849609375,
"logits/rejected": -0.8919556736946106,
"logps/chosen": -318.3620300292969,
"logps/rejected": -347.7049255371094,
"loss": 0.5517,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.36943739652633667,
"rewards/margins": 0.465165376663208,
"rewards/rejected": -0.8346028327941895,
"step": 441
},
{
"dpo_lambda": 0.953773558139801,
"epoch": 0.9254121957602722,
"grad_norm": 33.18324707086255,
"learning_rate": 8.166809758815895e-09,
"logits/chosen": -1.043076992034912,
"logits/rejected": -1.0556950569152832,
"logps/chosen": -394.7267150878906,
"logps/rejected": -431.6220703125,
"loss": 0.5411,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.4038960337638855,
"rewards/margins": 0.5986083149909973,
"rewards/rejected": -1.0025043487548828,
"step": 442
},
{
"dpo_lambda": 0.9536687135696411,
"epoch": 0.927505888510861,
"grad_norm": 51.68212005214359,
"learning_rate": 7.709181040498253e-09,
"logits/chosen": -0.960411787033081,
"logits/rejected": -0.9813458323478699,
"logps/chosen": -330.04736328125,
"logps/rejected": -385.2778015136719,
"loss": 0.5518,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.2757166922092438,
"rewards/margins": 0.5993854999542236,
"rewards/rejected": -0.8751022219657898,
"step": 443
},
{
"dpo_lambda": 0.9535638093948364,
"epoch": 0.9295995812614499,
"grad_norm": 19.114821707183086,
"learning_rate": 7.2645456434869965e-09,
"logits/chosen": -0.9486753344535828,
"logits/rejected": -1.034155011177063,
"logps/chosen": -294.3712158203125,
"logps/rejected": -359.9336242675781,
"loss": 0.57,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.41555386781692505,
"rewards/margins": 0.40340498089790344,
"rewards/rejected": -0.8189587593078613,
"step": 444
},
{
"dpo_lambda": 0.9534591436386108,
"epoch": 0.9316932740120387,
"grad_norm": 29.115280986236147,
"learning_rate": 6.832927412229017e-09,
"logits/chosen": -1.0227396488189697,
"logits/rejected": -1.0331047773361206,
"logps/chosen": -310.11004638671875,
"logps/rejected": -339.3343811035156,
"loss": 0.5575,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.2876787781715393,
"rewards/margins": 0.5395625829696655,
"rewards/rejected": -0.8272414207458496,
"step": 445
},
{
"dpo_lambda": 0.9533542990684509,
"epoch": 0.9337869667626276,
"grad_norm": 15.00058131136615,
"learning_rate": 6.414349493100129e-09,
"logits/chosen": -0.9562291502952576,
"logits/rejected": -0.9506933093070984,
"logps/chosen": -337.495849609375,
"logps/rejected": -396.34637451171875,
"loss": 0.5277,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.23384301364421844,
"rewards/margins": 0.6402769684791565,
"rewards/rejected": -0.8741199970245361,
"step": 446
},
{
"dpo_lambda": 0.953249454498291,
"epoch": 0.9358806595132164,
"grad_norm": 16.07486927161977,
"learning_rate": 6.0088343331638756e-09,
"logits/chosen": -0.9611780047416687,
"logits/rejected": -0.934112548828125,
"logps/chosen": -322.6107482910156,
"logps/rejected": -392.5720520019531,
"loss": 0.5271,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3303907811641693,
"rewards/margins": 0.6360582709312439,
"rewards/rejected": -0.9664490818977356,
"step": 447
},
{
"dpo_lambda": 0.9531446099281311,
"epoch": 0.9379743522638053,
"grad_norm": 29.673921637972377,
"learning_rate": 5.616403678967624e-09,
"logits/chosen": -1.0144095420837402,
"logits/rejected": -1.026979684829712,
"logps/chosen": -349.0781555175781,
"logps/rejected": -386.89556884765625,
"loss": 0.539,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.4534134566783905,
"rewards/margins": 0.6086537837982178,
"rewards/rejected": -1.0620671510696411,
"step": 448
},
{
"dpo_lambda": 0.9530397653579712,
"epoch": 0.9400680450143941,
"grad_norm": 14.254234329687867,
"learning_rate": 5.2370785753763356e-09,
"logits/chosen": -0.8938382267951965,
"logits/rejected": -0.9977080821990967,
"logps/chosen": -288.8353271484375,
"logps/rejected": -345.09039306640625,
"loss": 0.5622,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.34774893522262573,
"rewards/margins": 0.44677218794822693,
"rewards/rejected": -0.7945210933685303,
"step": 449
},
{
"dpo_lambda": 0.9529350996017456,
"epoch": 0.942161737764983,
"grad_norm": 44.196200512016574,
"learning_rate": 4.8708793644441086e-09,
"logits/chosen": -0.8911122679710388,
"logits/rejected": -0.9161196351051331,
"logps/chosen": -303.7921142578125,
"logps/rejected": -349.2629699707031,
"loss": 0.5357,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.26537635922431946,
"rewards/margins": 0.6387584209442139,
"rewards/rejected": -0.9041347503662109,
"step": 450
},
{
"epoch": 0.942161737764983,
"eval_dpo_lambda": 0.9528301954269409,
"eval_logits/chosen": -0.9672125577926636,
"eval_logits/rejected": -1.003003478050232,
"eval_logps/chosen": -338.48345947265625,
"eval_logps/rejected": -360.6006164550781,
"eval_loss": 0.561907947063446,
"eval_rewards/accuracies": 0.7310000061988831,
"eval_rewards/chosen": -0.3783654570579529,
"eval_rewards/margins": 0.517332911491394,
"eval_rewards/rejected": -0.8956983685493469,
"eval_runtime": 561.384,
"eval_samples_per_second": 3.563,
"eval_steps_per_second": 0.891,
"step": 450
},
{
"dpo_lambda": 0.9528302550315857,
"epoch": 0.9442554305155718,
"grad_norm": 15.699215737825678,
"learning_rate": 4.517825684323323e-09,
"logits/chosen": -0.9667340517044067,
"logits/rejected": -0.9940100312232971,
"logps/chosen": -347.5166015625,
"logps/rejected": -398.2073669433594,
"loss": 0.5401,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.36576253175735474,
"rewards/margins": 0.6338947415351868,
"rewards/rejected": -0.9996572732925415,
"step": 451
},
{
"dpo_lambda": 0.952725350856781,
"epoch": 0.9463491232661607,
"grad_norm": 73.7455655355022,
"learning_rate": 4.1779364682113794e-09,
"logits/chosen": -0.916843593120575,
"logits/rejected": -0.9902130365371704,
"logps/chosen": -378.66424560546875,
"logps/rejected": -383.3100280761719,
"loss": 0.6002,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.4185040593147278,
"rewards/margins": 0.43680867552757263,
"rewards/rejected": -0.8553128242492676,
"step": 452
},
{
"dpo_lambda": 0.9526205062866211,
"epoch": 0.9484428160167495,
"grad_norm": 19.729553777174523,
"learning_rate": 3.851229943335393e-09,
"logits/chosen": -0.9096695184707642,
"logits/rejected": -0.9353246688842773,
"logps/chosen": -337.8310852050781,
"logps/rejected": -331.5688781738281,
"loss": 0.5197,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.29002678394317627,
"rewards/margins": 0.6455761194229126,
"rewards/rejected": -0.9356027841567993,
"step": 453
},
{
"dpo_lambda": 0.9525156617164612,
"epoch": 0.9505365087673384,
"grad_norm": 31.56183094417888,
"learning_rate": 3.5377236299748147e-09,
"logits/chosen": -1.017897605895996,
"logits/rejected": -1.077573299407959,
"logps/chosen": -306.55389404296875,
"logps/rejected": -319.935791015625,
"loss": 0.5622,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.4877539575099945,
"rewards/margins": 0.3666626214981079,
"rewards/rejected": -0.8544166088104248,
"step": 454
},
{
"dpo_lambda": 0.9524108171463013,
"epoch": 0.9526302015179272,
"grad_norm": 37.50830191860258,
"learning_rate": 3.2374343405217884e-09,
"logits/chosen": -0.9689821600914001,
"logits/rejected": -1.0138612985610962,
"logps/chosen": -333.1699523925781,
"logps/rejected": -356.8009338378906,
"loss": 0.5582,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.24983340501785278,
"rewards/margins": 0.7474940419197083,
"rewards/rejected": -0.997327446937561,
"step": 455
},
{
"dpo_lambda": 0.9523061513900757,
"epoch": 0.9547238942685161,
"grad_norm": 35.54479092391772,
"learning_rate": 2.9503781785795713e-09,
"logits/chosen": -0.9847046732902527,
"logits/rejected": -1.0381470918655396,
"logps/chosen": -319.5542297363281,
"logps/rejected": -387.990234375,
"loss": 0.5381,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.40106528997421265,
"rewards/margins": 0.5943878293037415,
"rewards/rejected": -0.9954531192779541,
"step": 456
},
{
"dpo_lambda": 0.9522013068199158,
"epoch": 0.9568175870191049,
"grad_norm": 27.64991824437417,
"learning_rate": 2.6765705380989432e-09,
"logits/chosen": -0.9121294617652893,
"logits/rejected": -0.8870172500610352,
"logps/chosen": -301.5426940917969,
"logps/rejected": -367.2798767089844,
"loss": 0.5532,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.3733138144016266,
"rewards/margins": 0.5066189765930176,
"rewards/rejected": -0.8799328804016113,
"step": 457
},
{
"dpo_lambda": 0.9520964026451111,
"epoch": 0.9589112797696938,
"grad_norm": 36.24041769583764,
"learning_rate": 2.416026102552732e-09,
"logits/chosen": -0.9376819133758545,
"logits/rejected": -0.9311866760253906,
"logps/chosen": -327.5171203613281,
"logps/rejected": -355.0273742675781,
"loss": 0.6179,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.3835518956184387,
"rewards/margins": 0.282795786857605,
"rewards/rejected": -0.6663477420806885,
"step": 458
},
{
"dpo_lambda": 0.951991617679596,
"epoch": 0.9610049725202826,
"grad_norm": 27.119630162374623,
"learning_rate": 2.168758844148272e-09,
"logits/chosen": -1.0208796262741089,
"logits/rejected": -1.0136921405792236,
"logps/chosen": -353.8718566894531,
"logps/rejected": -364.9420471191406,
"loss": 0.5599,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.4231835603713989,
"rewards/margins": 0.5398699045181274,
"rewards/rejected": -0.9630534648895264,
"step": 459
},
{
"dpo_lambda": 0.9518867135047913,
"epoch": 0.9630986652708715,
"grad_norm": 38.794159915138245,
"learning_rate": 1.9347820230782295e-09,
"logits/chosen": -0.9907146692276001,
"logits/rejected": -1.038648009300232,
"logps/chosen": -281.57666015625,
"logps/rejected": -395.8458557128906,
"loss": 0.4965,
"rewards/accuracies": 0.890625,
"rewards/chosen": -0.20416496694087982,
"rewards/margins": 0.9015572667121887,
"rewards/rejected": -1.105722188949585,
"step": 460
},
{
"dpo_lambda": 0.9517821073532104,
"epoch": 0.9651923580214603,
"grad_norm": 18.734944359406175,
"learning_rate": 1.7141081868094209e-09,
"logits/chosen": -0.92900550365448,
"logits/rejected": -0.9331774115562439,
"logps/chosen": -385.0363464355469,
"logps/rejected": -431.5898742675781,
"loss": 0.4995,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3005678057670593,
"rewards/margins": 0.7972238063812256,
"rewards/rejected": -1.0977916717529297,
"step": 461
},
{
"dpo_lambda": 0.9516772031784058,
"epoch": 0.9672860507720492,
"grad_norm": 19.901695883142253,
"learning_rate": 1.5067491694100153e-09,
"logits/chosen": -0.9556981325149536,
"logits/rejected": -0.9943455457687378,
"logps/chosen": -376.994873046875,
"logps/rejected": -431.7843322753906,
"loss": 0.5344,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.35393840074539185,
"rewards/margins": 0.6615272164344788,
"rewards/rejected": -1.0154657363891602,
"step": 462
},
{
"dpo_lambda": 0.9515723586082458,
"epoch": 0.969379743522638,
"grad_norm": 29.033019965362797,
"learning_rate": 1.3127160909147672e-09,
"logits/chosen": -0.9761213064193726,
"logits/rejected": -0.9421603679656982,
"logps/chosen": -364.5227966308594,
"logps/rejected": -408.348388671875,
"loss": 0.5222,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.35811877250671387,
"rewards/margins": 0.5714206099510193,
"rewards/rejected": -0.9295394420623779,
"step": 463
},
{
"dpo_lambda": 0.9514675140380859,
"epoch": 0.9714734362732269,
"grad_norm": 26.959809231046826,
"learning_rate": 1.1320193567288527e-09,
"logits/chosen": -0.9518054723739624,
"logits/rejected": -0.9945077896118164,
"logps/chosen": -261.4985046386719,
"logps/rejected": -289.08148193359375,
"loss": 0.5476,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.28891125321388245,
"rewards/margins": 0.48678356409072876,
"rewards/rejected": -0.7756948471069336,
"step": 464
},
{
"dpo_lambda": 0.951362669467926,
"epoch": 0.9735671290238157,
"grad_norm": 22.208879671906168,
"learning_rate": 9.64668657069706e-10,
"logits/chosen": -1.0004689693450928,
"logits/rejected": -0.997818648815155,
"logps/chosen": -292.04632568359375,
"logps/rejected": -323.6458435058594,
"loss": 0.5204,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.4061770439147949,
"rewards/margins": 0.5217178463935852,
"rewards/rejected": -0.9278948903083801,
"step": 465
},
{
"dpo_lambda": 0.9512577652931213,
"epoch": 0.9756608217744046,
"grad_norm": 18.508622786366722,
"learning_rate": 8.106729664475176e-10,
"logits/chosen": -0.9931919574737549,
"logits/rejected": -1.0254158973693848,
"logps/chosen": -320.24200439453125,
"logps/rejected": -325.3582458496094,
"loss": 0.5428,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.28171780705451965,
"rewards/margins": 0.5396276712417603,
"rewards/rejected": -0.8213454484939575,
"step": 466
},
{
"dpo_lambda": 0.9511529207229614,
"epoch": 0.9777545145249935,
"grad_norm": 55.96110779105031,
"learning_rate": 6.700405431837585e-10,
"logits/chosen": -0.9660060405731201,
"logits/rejected": -0.9795838594436646,
"logps/chosen": -325.99249267578125,
"logps/rejected": -389.2981872558594,
"loss": 0.49,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.21306493878364563,
"rewards/margins": 0.7328426241874695,
"rewards/rejected": -0.9459075927734375,
"step": 467
},
{
"dpo_lambda": 0.9510482549667358,
"epoch": 0.9798482072755823,
"grad_norm": 52.446456162690176,
"learning_rate": 5.427789289685347e-10,
"logits/chosen": -0.9498654007911682,
"logits/rejected": -1.0212403535842896,
"logps/chosen": -371.9898681640625,
"logps/rejected": -436.3253479003906,
"loss": 0.5287,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.32743874192237854,
"rewards/margins": 0.6464335322380066,
"rewards/rejected": -0.9738723039627075,
"step": 468
},
{
"dpo_lambda": 0.9509434103965759,
"epoch": 0.9819419000261712,
"grad_norm": 45.04906672619121,
"learning_rate": 4.288949484559934e-10,
"logits/chosen": -0.9477793574333191,
"logits/rejected": -0.9834456443786621,
"logps/chosen": -323.77288818359375,
"logps/rejected": -345.29022216796875,
"loss": 0.5288,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3528931140899658,
"rewards/margins": 0.5689555406570435,
"rewards/rejected": -0.921848714351654,
"step": 469
},
{
"dpo_lambda": 0.950838565826416,
"epoch": 0.98403559277676,
"grad_norm": 25.992732802981653,
"learning_rate": 3.2839470889836627e-10,
"logits/chosen": -0.9501466155052185,
"logits/rejected": -0.9828510880470276,
"logps/chosen": -316.51806640625,
"logps/rejected": -342.9505615234375,
"loss": 0.5701,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.3308340907096863,
"rewards/margins": 0.5020270347595215,
"rewards/rejected": -0.8328611850738525,
"step": 470
},
{
"dpo_lambda": 0.9507337212562561,
"epoch": 0.9861292855273489,
"grad_norm": 25.58925647010266,
"learning_rate": 2.412835998185092e-10,
"logits/chosen": -0.8885989785194397,
"logits/rejected": -0.9959658980369568,
"logps/chosen": -363.73175048828125,
"logps/rejected": -365.086181640625,
"loss": 0.5018,
"rewards/accuracies": 0.796875,
"rewards/chosen": -0.3134402632713318,
"rewards/margins": 0.6511830687522888,
"rewards/rejected": -0.9646233320236206,
"step": 471
},
{
"dpo_lambda": 0.9506288766860962,
"epoch": 0.9882229782779377,
"grad_norm": 23.16302027932693,
"learning_rate": 1.6756629272085544e-10,
"logits/chosen": -0.9789613485336304,
"logits/rejected": -0.9847142696380615,
"logps/chosen": -333.34613037109375,
"logps/rejected": -401.7735595703125,
"loss": 0.6441,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.46712347865104675,
"rewards/margins": 0.3497805893421173,
"rewards/rejected": -0.8169040083885193,
"step": 472
},
{
"dpo_lambda": 0.9505242109298706,
"epoch": 0.9903166710285266,
"grad_norm": 28.986250925054538,
"learning_rate": 1.072467408408384e-10,
"logits/chosen": -1.011475682258606,
"logits/rejected": -0.9854814410209656,
"logps/chosen": -323.3624267578125,
"logps/rejected": -392.7468566894531,
"loss": 0.5504,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.43965718150138855,
"rewards/margins": 0.4960758090019226,
"rewards/rejected": -0.9357329607009888,
"step": 473
},
{
"dpo_lambda": 0.9504193663597107,
"epoch": 0.9924103637791154,
"grad_norm": 29.69154282719129,
"learning_rate": 6.032817893297793e-11,
"logits/chosen": -0.9288985133171082,
"logits/rejected": -0.9573264122009277,
"logps/chosen": -349.6865234375,
"logps/rejected": -371.0149841308594,
"loss": 0.5234,
"rewards/accuracies": 0.734375,
"rewards/chosen": -0.2881234288215637,
"rewards/margins": 0.5843805074691772,
"rewards/rejected": -0.872503936290741,
"step": 474
},
{
"dpo_lambda": 0.950314462184906,
"epoch": 0.9945040565297043,
"grad_norm": 17.52475572003096,
"learning_rate": 2.6813123097352287e-11,
"logits/chosen": -1.0027269124984741,
"logits/rejected": -0.9944903254508972,
"logps/chosen": -321.1978454589844,
"logps/rejected": -340.96600341796875,
"loss": 0.5784,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.35715794563293457,
"rewards/margins": 0.4749200642108917,
"rewards/rejected": -0.8320780396461487,
"step": 475
},
{
"dpo_lambda": 0.9502096176147461,
"epoch": 0.9965977492802931,
"grad_norm": 18.527439231672,
"learning_rate": 6.7033706447061635e-12,
"logits/chosen": -0.9148775935173035,
"logits/rejected": -0.8974156975746155,
"logps/chosen": -284.0632019042969,
"logps/rejected": -353.8758544921875,
"loss": 0.5733,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.34222733974456787,
"rewards/margins": 0.6102782487869263,
"rewards/rejected": -0.9525056481361389,
"step": 476
},
{
"dpo_lambda": 0.9501047730445862,
"epoch": 0.998691442030882,
"grad_norm": 17.038344537628184,
"learning_rate": 0.0,
"logits/chosen": -0.9984913468360901,
"logits/rejected": -0.9600070714950562,
"logps/chosen": -301.17230224609375,
"logps/rejected": -387.6405029296875,
"loss": 0.5673,
"rewards/accuracies": 0.765625,
"rewards/chosen": -0.3698651194572449,
"rewards/margins": 0.6756829619407654,
"rewards/rejected": -1.0455480813980103,
"step": 477
},
{
"epoch": 0.998691442030882,
"step": 477,
"total_flos": 0.0,
"train_loss": 0.5879578035582537,
"train_runtime": 40532.5341,
"train_samples_per_second": 1.508,
"train_steps_per_second": 0.012
}
],
"logging_steps": 1,
"max_steps": 477,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}