ziansu's picture
Training in progress, step 900, checkpoint
5f55cc3 verified
raw
history blame
59.3 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.7992895204262878,
"eval_steps": 50,
"global_step": 900,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.008880994671403197,
"grad_norm": 0.04571289196610451,
"learning_rate": 4.999451708687114e-06,
"logits/chosen": 14.56671142578125,
"logits/rejected": 15.112574577331543,
"logps/chosen": -0.26506316661834717,
"logps/rejected": -0.3439488410949707,
"loss": 0.9267,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.39759472012519836,
"rewards/margins": 0.11832849681377411,
"rewards/rejected": -0.5159232020378113,
"step": 10
},
{
"epoch": 0.017761989342806393,
"grad_norm": 0.0512714721262455,
"learning_rate": 4.997807075247147e-06,
"logits/chosen": 14.376543045043945,
"logits/rejected": 14.862703323364258,
"logps/chosen": -0.2708089351654053,
"logps/rejected": -0.32412824034690857,
"loss": 0.936,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.4062133729457855,
"rewards/margins": 0.07997899502515793,
"rewards/rejected": -0.4861923158168793,
"step": 20
},
{
"epoch": 0.02664298401420959,
"grad_norm": 0.058383647352457047,
"learning_rate": 4.9950668210706795e-06,
"logits/chosen": 14.208717346191406,
"logits/rejected": 15.370651245117188,
"logps/chosen": -0.28206294775009155,
"logps/rejected": -0.38387423753738403,
"loss": 0.9215,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.42309442162513733,
"rewards/margins": 0.15271687507629395,
"rewards/rejected": -0.5758112668991089,
"step": 30
},
{
"epoch": 0.035523978685612786,
"grad_norm": 0.06262075155973434,
"learning_rate": 4.9912321481237616e-06,
"logits/chosen": 14.768765449523926,
"logits/rejected": 15.169331550598145,
"logps/chosen": -0.27857059240341187,
"logps/rejected": -0.3388269543647766,
"loss": 0.9386,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.4178559184074402,
"rewards/margins": 0.09038447588682175,
"rewards/rejected": -0.5082404017448425,
"step": 40
},
{
"epoch": 0.04440497335701599,
"grad_norm": 0.06259036809206009,
"learning_rate": 4.986304738420684e-06,
"logits/chosen": 14.950456619262695,
"logits/rejected": 15.232122421264648,
"logps/chosen": -0.2961367070674896,
"logps/rejected": -0.3322262465953827,
"loss": 0.9317,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -0.44420504570007324,
"rewards/margins": 0.054134320467710495,
"rewards/rejected": -0.4983394145965576,
"step": 50
},
{
"epoch": 0.04440497335701599,
"eval_logits/chosen": 14.56529426574707,
"eval_logits/rejected": 14.895020484924316,
"eval_logps/chosen": -0.2806546986103058,
"eval_logps/rejected": -0.3486972451210022,
"eval_loss": 0.9381324052810669,
"eval_rewards/accuracies": 0.5274725556373596,
"eval_rewards/chosen": -0.4209820330142975,
"eval_rewards/margins": 0.10206379741430283,
"eval_rewards/rejected": -0.5230458974838257,
"eval_runtime": 25.2574,
"eval_samples_per_second": 28.823,
"eval_steps_per_second": 3.603,
"step": 50
},
{
"epoch": 0.05328596802841918,
"grad_norm": 0.07301533967256546,
"learning_rate": 4.980286753286196e-06,
"logits/chosen": 14.195574760437012,
"logits/rejected": 15.173194885253906,
"logps/chosen": -0.2693648636341095,
"logps/rejected": -0.33997970819473267,
"loss": 0.9319,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": -0.40404725074768066,
"rewards/margins": 0.10592226684093475,
"rewards/rejected": -0.5099694728851318,
"step": 60
},
{
"epoch": 0.06216696269982238,
"grad_norm": 0.0659889206290245,
"learning_rate": 4.973180832407471e-06,
"logits/chosen": 14.910173416137695,
"logits/rejected": 15.361429214477539,
"logps/chosen": -0.28456225991249084,
"logps/rejected": -0.3702812194824219,
"loss": 0.9185,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.42684346437454224,
"rewards/margins": 0.12857840955257416,
"rewards/rejected": -0.5554218292236328,
"step": 70
},
{
"epoch": 0.07104795737122557,
"grad_norm": 0.05815625935792923,
"learning_rate": 4.964990092676263e-06,
"logits/chosen": 14.407182693481445,
"logits/rejected": 14.948204040527344,
"logps/chosen": -0.292889267206192,
"logps/rejected": -0.3381648063659668,
"loss": 0.9388,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -0.43933385610580444,
"rewards/margins": 0.06791339069604874,
"rewards/rejected": -0.5072472095489502,
"step": 80
},
{
"epoch": 0.07992895204262877,
"grad_norm": 0.06627190113067627,
"learning_rate": 4.9557181268217225e-06,
"logits/chosen": 14.622471809387207,
"logits/rejected": 15.167770385742188,
"logps/chosen": -0.28155821561813354,
"logps/rejected": -0.33633899688720703,
"loss": 0.9256,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -0.4223373532295227,
"rewards/margins": 0.08217118680477142,
"rewards/rejected": -0.5045084953308105,
"step": 90
},
{
"epoch": 0.08880994671403197,
"grad_norm": 0.0724545568227768,
"learning_rate": 4.9453690018345144e-06,
"logits/chosen": 14.289724349975586,
"logits/rejected": 14.882037162780762,
"logps/chosen": -0.2791440486907959,
"logps/rejected": -0.35329627990722656,
"loss": 0.9374,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -0.41871610283851624,
"rewards/margins": 0.11122839152812958,
"rewards/rejected": -0.5299445390701294,
"step": 100
},
{
"epoch": 0.08880994671403197,
"eval_logits/chosen": 14.337930679321289,
"eval_logits/rejected": 14.689269065856934,
"eval_logps/chosen": -0.2726942300796509,
"eval_logps/rejected": -0.34668418765068054,
"eval_loss": 0.9302808046340942,
"eval_rewards/accuracies": 0.5384615659713745,
"eval_rewards/chosen": -0.40904131531715393,
"eval_rewards/margins": 0.11098497360944748,
"eval_rewards/rejected": -0.5200263261795044,
"eval_runtime": 25.2585,
"eval_samples_per_second": 28.822,
"eval_steps_per_second": 3.603,
"step": 100
},
{
"epoch": 0.09769094138543517,
"grad_norm": 0.08156246691942215,
"learning_rate": 4.933947257182901e-06,
"logits/chosen": 14.499124526977539,
"logits/rejected": 14.916313171386719,
"logps/chosen": -0.2798352837562561,
"logps/rejected": -0.3477734327316284,
"loss": 0.9243,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.4197530150413513,
"rewards/margins": 0.10190720856189728,
"rewards/rejected": -0.5216602087020874,
"step": 110
},
{
"epoch": 0.10657193605683836,
"grad_norm": 0.08161844313144684,
"learning_rate": 4.921457902821578e-06,
"logits/chosen": 13.595013618469238,
"logits/rejected": 14.390353202819824,
"logps/chosen": -0.26682502031326294,
"logps/rejected": -0.3336995542049408,
"loss": 0.9123,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.400237500667572,
"rewards/margins": 0.10031183809041977,
"rewards/rejected": -0.5005493760108948,
"step": 120
},
{
"epoch": 0.11545293072824156,
"grad_norm": 0.28624778985977173,
"learning_rate": 4.907906416994146e-06,
"logits/chosen": 13.711044311523438,
"logits/rejected": 14.558542251586914,
"logps/chosen": -0.27874043583869934,
"logps/rejected": -0.3582325279712677,
"loss": 0.9163,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -0.41811060905456543,
"rewards/margins": 0.11923813819885254,
"rewards/rejected": -0.537348747253418,
"step": 130
},
{
"epoch": 0.12433392539964476,
"grad_norm": 0.10971464216709137,
"learning_rate": 4.893298743830168e-06,
"logits/chosen": 14.18798828125,
"logits/rejected": 14.993026733398438,
"logps/chosen": -0.2750400900840759,
"logps/rejected": -0.39451608061790466,
"loss": 0.9098,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.4125601351261139,
"rewards/margins": 0.17921395599842072,
"rewards/rejected": -0.5917741060256958,
"step": 140
},
{
"epoch": 0.13321492007104796,
"grad_norm": 0.09321591258049011,
"learning_rate": 4.8776412907378845e-06,
"logits/chosen": 12.775139808654785,
"logits/rejected": 13.751996994018555,
"logps/chosen": -0.28446996212005615,
"logps/rejected": -0.36404967308044434,
"loss": 0.9104,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": -0.42670494318008423,
"rewards/margins": 0.11936960369348526,
"rewards/rejected": -0.5460745096206665,
"step": 150
},
{
"epoch": 0.13321492007104796,
"eval_logits/chosen": 12.97266960144043,
"eval_logits/rejected": 13.47339916229248,
"eval_logps/chosen": -0.27297571301460266,
"eval_logps/rejected": -0.36854612827301025,
"eval_loss": 0.9143257737159729,
"eval_rewards/accuracies": 0.5824176073074341,
"eval_rewards/chosen": -0.4094635546207428,
"eval_rewards/margins": 0.14335563778877258,
"eval_rewards/rejected": -0.5528191924095154,
"eval_runtime": 25.2406,
"eval_samples_per_second": 28.842,
"eval_steps_per_second": 3.605,
"step": 150
},
{
"epoch": 0.14209591474245115,
"grad_norm": 0.11029861867427826,
"learning_rate": 4.860940925593703e-06,
"logits/chosen": 12.677947998046875,
"logits/rejected": 13.396716117858887,
"logps/chosen": -0.2631794512271881,
"logps/rejected": -0.37102141976356506,
"loss": 0.9051,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -0.3947691321372986,
"rewards/margins": 0.161762997508049,
"rewards/rejected": -0.5565321445465088,
"step": 160
},
{
"epoch": 0.15097690941385436,
"grad_norm": 0.15728294849395752,
"learning_rate": 4.84320497372973e-06,
"logits/chosen": 12.620219230651855,
"logits/rejected": 13.189640998840332,
"logps/chosen": -0.2947639524936676,
"logps/rejected": -0.3843482732772827,
"loss": 0.8906,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.442145973443985,
"rewards/margins": 0.13437646627426147,
"rewards/rejected": -0.5765224099159241,
"step": 170
},
{
"epoch": 0.15985790408525755,
"grad_norm": 0.31504154205322266,
"learning_rate": 4.824441214720629e-06,
"logits/chosen": 11.487619400024414,
"logits/rejected": 12.33470344543457,
"logps/chosen": -0.271095871925354,
"logps/rejected": -0.4252637028694153,
"loss": 0.8766,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.406643807888031,
"rewards/margins": 0.2312517911195755,
"rewards/rejected": -0.6378955245018005,
"step": 180
},
{
"epoch": 0.16873889875666073,
"grad_norm": 0.19222252070903778,
"learning_rate": 4.804657878971252e-06,
"logits/chosen": 10.093737602233887,
"logits/rejected": 10.851752281188965,
"logps/chosen": -0.2679918110370636,
"logps/rejected": -0.437336266040802,
"loss": 0.884,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.4019877314567566,
"rewards/margins": 0.2540166974067688,
"rewards/rejected": -0.6560044288635254,
"step": 190
},
{
"epoch": 0.17761989342806395,
"grad_norm": 0.2275688648223877,
"learning_rate": 4.783863644106502e-06,
"logits/chosen": 9.483477592468262,
"logits/rejected": 10.106366157531738,
"logps/chosen": -0.2957404553890228,
"logps/rejected": -0.40739065408706665,
"loss": 0.8767,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.4436107575893402,
"rewards/margins": 0.16747523844242096,
"rewards/rejected": -0.6110859513282776,
"step": 200
},
{
"epoch": 0.17761989342806395,
"eval_logits/chosen": 8.491498947143555,
"eval_logits/rejected": 8.999146461486816,
"eval_logps/chosen": -0.3135836124420166,
"eval_logps/rejected": -0.4829566180706024,
"eval_loss": 0.8664290904998779,
"eval_rewards/accuracies": 0.6263736486434937,
"eval_rewards/chosen": -0.4703753888607025,
"eval_rewards/margins": 0.2540595233440399,
"eval_rewards/rejected": -0.7244349122047424,
"eval_runtime": 25.2553,
"eval_samples_per_second": 28.826,
"eval_steps_per_second": 3.603,
"step": 200
},
{
"epoch": 0.18650088809946713,
"grad_norm": 0.27885496616363525,
"learning_rate": 4.762067631165049e-06,
"logits/chosen": 7.234966278076172,
"logits/rejected": 8.313450813293457,
"logps/chosen": -0.29102542996406555,
"logps/rejected": -0.49241799116134644,
"loss": 0.8556,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.43653813004493713,
"rewards/margins": 0.3020888566970825,
"rewards/rejected": -0.7386269569396973,
"step": 210
},
{
"epoch": 0.19538188277087035,
"grad_norm": 0.29907363653182983,
"learning_rate": 4.7392794005985324e-06,
"logits/chosen": 7.907521724700928,
"logits/rejected": 8.253190994262695,
"logps/chosen": -0.33691853284835815,
"logps/rejected": -0.4829257130622864,
"loss": 0.8236,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -0.5053777694702148,
"rewards/margins": 0.21901080012321472,
"rewards/rejected": -0.724388599395752,
"step": 220
},
{
"epoch": 0.20426287744227353,
"grad_norm": 0.282474547624588,
"learning_rate": 4.715508948078037e-06,
"logits/chosen": 6.367492198944092,
"logits/rejected": 6.273728370666504,
"logps/chosen": -0.3519875705242157,
"logps/rejected": -0.5284813642501831,
"loss": 0.8027,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.5279813408851624,
"rewards/margins": 0.2647407650947571,
"rewards/rejected": -0.7927221059799194,
"step": 230
},
{
"epoch": 0.21314387211367672,
"grad_norm": 0.327765554189682,
"learning_rate": 4.690766700109659e-06,
"logits/chosen": 5.090893268585205,
"logits/rejected": 4.768380165100098,
"logps/chosen": -0.3851698040962219,
"logps/rejected": -0.6464222073554993,
"loss": 0.7898,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.5777546167373657,
"rewards/margins": 0.391878604888916,
"rewards/rejected": -0.9696332812309265,
"step": 240
},
{
"epoch": 0.22202486678507993,
"grad_norm": 0.4895865321159363,
"learning_rate": 4.665063509461098e-06,
"logits/chosen": 4.056812286376953,
"logits/rejected": 3.723601818084717,
"logps/chosen": -0.4400455951690674,
"logps/rejected": -0.7731422781944275,
"loss": 0.7626,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -0.6600683927536011,
"rewards/margins": 0.49964505434036255,
"rewards/rejected": -1.1597135066986084,
"step": 250
},
{
"epoch": 0.22202486678507993,
"eval_logits/chosen": 2.420060396194458,
"eval_logits/rejected": 2.1626052856445312,
"eval_logps/chosen": -0.4724067151546478,
"eval_logps/rejected": -0.8418064117431641,
"eval_loss": 0.7631083130836487,
"eval_rewards/accuracies": 0.6483516693115234,
"eval_rewards/chosen": -0.7086100578308105,
"eval_rewards/margins": 0.5540997385978699,
"eval_rewards/rejected": -1.2627097368240356,
"eval_runtime": 25.2418,
"eval_samples_per_second": 28.841,
"eval_steps_per_second": 3.605,
"step": 250
},
{
"epoch": 0.23090586145648312,
"grad_norm": 0.46291017532348633,
"learning_rate": 4.638410650401267e-06,
"logits/chosen": 1.5297390222549438,
"logits/rejected": 1.1381648778915405,
"logps/chosen": -0.4418027997016907,
"logps/rejected": -1.0542564392089844,
"loss": 0.7026,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -0.6627041697502136,
"rewards/margins": 0.9186803698539734,
"rewards/rejected": -1.5813844203948975,
"step": 260
},
{
"epoch": 0.23978685612788633,
"grad_norm": 0.9783313870429993,
"learning_rate": 4.610819813755038e-06,
"logits/chosen": 2.8311033248901367,
"logits/rejected": 1.9742711782455444,
"logps/chosen": -0.5430587530136108,
"logps/rejected": -0.9841039776802063,
"loss": 0.7317,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.814588189125061,
"rewards/margins": 0.6615679860115051,
"rewards/rejected": -1.4761559963226318,
"step": 270
},
{
"epoch": 0.24866785079928952,
"grad_norm": 2.102562189102173,
"learning_rate": 4.582303101775249e-06,
"logits/chosen": 1.8241952657699585,
"logits/rejected": 0.8777934312820435,
"logps/chosen": -0.5624039769172668,
"logps/rejected": -1.1460126638412476,
"loss": 0.6887,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -0.8436058163642883,
"rewards/margins": 0.8754131197929382,
"rewards/rejected": -1.7190189361572266,
"step": 280
},
{
"epoch": 0.25754884547069273,
"grad_norm": 0.9813026189804077,
"learning_rate": 4.55287302283426e-06,
"logits/chosen": 2.370732069015503,
"logits/rejected": 1.4697134494781494,
"logps/chosen": -0.6739786863327026,
"logps/rejected": -1.6581566333770752,
"loss": 0.5695,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -1.0109679698944092,
"rewards/margins": 1.476266622543335,
"rewards/rejected": -2.487234592437744,
"step": 290
},
{
"epoch": 0.2664298401420959,
"grad_norm": 2.187314510345459,
"learning_rate": 4.522542485937369e-06,
"logits/chosen": 1.6230781078338623,
"logits/rejected": 0.5460122227668762,
"logps/chosen": -0.6433733701705933,
"logps/rejected": -2.1001811027526855,
"loss": 0.5366,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -0.9650601148605347,
"rewards/margins": 2.185211658477783,
"rewards/rejected": -3.1502718925476074,
"step": 300
},
{
"epoch": 0.2664298401420959,
"eval_logits/chosen": 1.4087599515914917,
"eval_logits/rejected": 0.7888947129249573,
"eval_logps/chosen": -0.7579545974731445,
"eval_logps/rejected": -2.0049116611480713,
"eval_loss": 0.551510214805603,
"eval_rewards/accuracies": 0.6813187003135681,
"eval_rewards/chosen": -1.1369318962097168,
"eval_rewards/margins": 1.8704355955123901,
"eval_rewards/rejected": -3.0073673725128174,
"eval_runtime": 25.2647,
"eval_samples_per_second": 28.815,
"eval_steps_per_second": 3.602,
"step": 300
},
{
"epoch": 0.2753108348134991,
"grad_norm": 0.7035408616065979,
"learning_rate": 4.491324795060491e-06,
"logits/chosen": 1.5831315517425537,
"logits/rejected": 0.46730250120162964,
"logps/chosen": -0.7262418866157532,
"logps/rejected": -2.1209158897399902,
"loss": 0.5524,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -1.0893628597259521,
"rewards/margins": 2.092010974884033,
"rewards/rejected": -3.1813735961914062,
"step": 310
},
{
"epoch": 0.2841918294849023,
"grad_norm": 0.5678634643554688,
"learning_rate": 4.4592336433146e-06,
"logits/chosen": 1.265734076499939,
"logits/rejected": 0.7576489448547363,
"logps/chosen": -0.7938942313194275,
"logps/rejected": -2.3495612144470215,
"loss": 0.5233,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -1.1908413171768188,
"rewards/margins": 2.333500385284424,
"rewards/rejected": -3.5243420600891113,
"step": 320
},
{
"epoch": 0.29307282415630553,
"grad_norm": 1.1373224258422852,
"learning_rate": 4.426283106939474e-06,
"logits/chosen": 2.977414846420288,
"logits/rejected": 2.1573710441589355,
"logps/chosen": -0.8513160943984985,
"logps/rejected": -2.4125566482543945,
"loss": 0.556,
"rewards/accuracies": 0.6875,
"rewards/chosen": -1.2769742012023926,
"rewards/margins": 2.341860771179199,
"rewards/rejected": -3.6188347339630127,
"step": 330
},
{
"epoch": 0.3019538188277087,
"grad_norm": 4.7876176834106445,
"learning_rate": 4.3924876391293915e-06,
"logits/chosen": 2.4026589393615723,
"logits/rejected": 1.207395315170288,
"logps/chosen": -0.8529679179191589,
"logps/rejected": -2.456879138946533,
"loss": 0.5592,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -1.279451847076416,
"rewards/margins": 2.4058666229248047,
"rewards/rejected": -3.6853187084198,
"step": 340
},
{
"epoch": 0.3108348134991119,
"grad_norm": 0.5053763389587402,
"learning_rate": 4.357862063693486e-06,
"logits/chosen": 2.434265375137329,
"logits/rejected": 1.2504141330718994,
"logps/chosen": -0.9489291310310364,
"logps/rejected": -2.8521530628204346,
"loss": 0.4737,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -1.423393726348877,
"rewards/margins": 2.8548355102539062,
"rewards/rejected": -4.278229236602783,
"step": 350
},
{
"epoch": 0.3108348134991119,
"eval_logits/chosen": 1.6632592678070068,
"eval_logits/rejected": 1.235045075416565,
"eval_logps/chosen": -1.0692518949508667,
"eval_logps/rejected": -2.7428486347198486,
"eval_loss": 0.5021397471427917,
"eval_rewards/accuracies": 0.692307710647583,
"eval_rewards/chosen": -1.6038777828216553,
"eval_rewards/margins": 2.510395050048828,
"eval_rewards/rejected": -4.1142730712890625,
"eval_runtime": 25.2582,
"eval_samples_per_second": 28.822,
"eval_steps_per_second": 3.603,
"step": 350
},
{
"epoch": 0.3197158081705151,
"grad_norm": 0.8040274381637573,
"learning_rate": 4.322421568553529e-06,
"logits/chosen": 1.187036395072937,
"logits/rejected": 0.4290788769721985,
"logps/chosen": -1.1015206575393677,
"logps/rejected": -2.919748544692993,
"loss": 0.489,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -1.6522810459136963,
"rewards/margins": 2.727341651916504,
"rewards/rejected": -4.379622459411621,
"step": 360
},
{
"epoch": 0.3285968028419183,
"grad_norm": 0.9299562573432922,
"learning_rate": 4.286181699082008e-06,
"logits/chosen": 2.5852127075195312,
"logits/rejected": 2.0419259071350098,
"logps/chosen": -1.1498607397079468,
"logps/rejected": -3.0336194038391113,
"loss": 0.4812,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -1.724791169166565,
"rewards/margins": 2.8256375789642334,
"rewards/rejected": -4.55042839050293,
"step": 370
},
{
"epoch": 0.33747779751332146,
"grad_norm": 1.7739671468734741,
"learning_rate": 4.249158351283414e-06,
"logits/chosen": 2.246245861053467,
"logits/rejected": 1.5551975965499878,
"logps/chosen": -1.254900574684143,
"logps/rejected": -3.206178665161133,
"loss": 0.4651,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -1.8823509216308594,
"rewards/margins": 2.926917552947998,
"rewards/rejected": -4.809267997741699,
"step": 380
},
{
"epoch": 0.3463587921847247,
"grad_norm": 4.380665302276611,
"learning_rate": 4.211367764821722e-06,
"logits/chosen": 3.0754549503326416,
"logits/rejected": 2.622124433517456,
"logps/chosen": -1.9250037670135498,
"logps/rejected": -3.69482421875,
"loss": 0.4292,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -2.8875060081481934,
"rewards/margins": 2.6547305583953857,
"rewards/rejected": -5.542236328125,
"step": 390
},
{
"epoch": 0.3552397868561279,
"grad_norm": 1.5087212324142456,
"learning_rate": 4.172826515897146e-06,
"logits/chosen": 2.2718021869659424,
"logits/rejected": 1.8861210346221924,
"logps/chosen": -2.4473955631256104,
"logps/rejected": -4.387387752532959,
"loss": 0.3902,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -3.671093702316284,
"rewards/margins": 2.9099888801574707,
"rewards/rejected": -6.581082344055176,
"step": 400
},
{
"epoch": 0.3552397868561279,
"eval_logits/chosen": 1.759078860282898,
"eval_logits/rejected": 1.5246928930282593,
"eval_logps/chosen": -2.720665454864502,
"eval_logps/rejected": -4.613493919372559,
"eval_loss": 0.4054907560348511,
"eval_rewards/accuracies": 0.8791208863258362,
"eval_rewards/chosen": -4.080998420715332,
"eval_rewards/margins": 2.839242696762085,
"eval_rewards/rejected": -6.920241355895996,
"eval_runtime": 25.2363,
"eval_samples_per_second": 28.847,
"eval_steps_per_second": 3.606,
"step": 400
},
{
"epoch": 0.3641207815275311,
"grad_norm": 6.079421043395996,
"learning_rate": 4.133551509975264e-06,
"logits/chosen": 1.8841949701309204,
"logits/rejected": 1.3479797840118408,
"logps/chosen": -2.517265796661377,
"logps/rejected": -4.453648567199707,
"loss": 0.3977,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": -3.7758986949920654,
"rewards/margins": 2.9045748710632324,
"rewards/rejected": -6.680473327636719,
"step": 410
},
{
"epoch": 0.37300177619893427,
"grad_norm": 3.0998194217681885,
"learning_rate": 4.093559974371725e-06,
"logits/chosen": 1.6409276723861694,
"logits/rejected": 1.2141990661621094,
"logps/chosen": -2.2561168670654297,
"logps/rejected": -4.470211029052734,
"loss": 0.3527,
"rewards/accuracies": 0.875,
"rewards/chosen": -3.3841750621795654,
"rewards/margins": 3.321141004562378,
"rewards/rejected": -6.70531702041626,
"step": 420
},
{
"epoch": 0.38188277087033745,
"grad_norm": 6.982161045074463,
"learning_rate": 4.052869450695776e-06,
"logits/chosen": 2.835188388824463,
"logits/rejected": 2.3657329082489014,
"logps/chosen": -2.8557300567626953,
"logps/rejected": -5.075521469116211,
"loss": 0.387,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -4.283595085144043,
"rewards/margins": 3.3296875953674316,
"rewards/rejected": -7.613282680511475,
"step": 430
},
{
"epoch": 0.3907637655417407,
"grad_norm": 2.139338970184326,
"learning_rate": 4.011497787155938e-06,
"logits/chosen": 2.126509189605713,
"logits/rejected": 1.459567904472351,
"logps/chosen": -3.1412863731384277,
"logps/rejected": -5.423466682434082,
"loss": 0.3611,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.711928844451904,
"rewards/margins": 3.4232699871063232,
"rewards/rejected": -8.135198593139648,
"step": 440
},
{
"epoch": 0.3996447602131439,
"grad_norm": 1.7899377346038818,
"learning_rate": 3.969463130731183e-06,
"logits/chosen": 2.4551379680633545,
"logits/rejected": 2.0784289836883545,
"logps/chosen": -3.098043203353882,
"logps/rejected": -5.300747871398926,
"loss": 0.354,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -4.647065162658691,
"rewards/margins": 3.3040566444396973,
"rewards/rejected": -7.951122283935547,
"step": 450
},
{
"epoch": 0.3996447602131439,
"eval_logits/chosen": 1.9761625528335571,
"eval_logits/rejected": 1.6654667854309082,
"eval_logps/chosen": -2.8789772987365723,
"eval_logps/rejected": -5.1105055809021,
"eval_loss": 0.36211252212524414,
"eval_rewards/accuracies": 0.8791208863258362,
"eval_rewards/chosen": -4.3184661865234375,
"eval_rewards/margins": 3.347292423248291,
"eval_rewards/rejected": -7.6657586097717285,
"eval_runtime": 25.2549,
"eval_samples_per_second": 28.826,
"eval_steps_per_second": 3.603,
"step": 450
},
{
"epoch": 0.40852575488454707,
"grad_norm": 1.9171936511993408,
"learning_rate": 3.92678391921108e-06,
"logits/chosen": 2.1672446727752686,
"logits/rejected": 1.6228408813476562,
"logps/chosen": -2.688931703567505,
"logps/rejected": -5.2408246994018555,
"loss": 0.3266,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -4.033397197723389,
"rewards/margins": 3.8278393745422363,
"rewards/rejected": -7.861237525939941,
"step": 460
},
{
"epoch": 0.41740674955595025,
"grad_norm": 1.702635407447815,
"learning_rate": 3.88347887310836e-06,
"logits/chosen": 2.3164448738098145,
"logits/rejected": 2.047529697418213,
"logps/chosen": -2.6861701011657715,
"logps/rejected": -5.629918098449707,
"loss": 0.3339,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.02925443649292,
"rewards/margins": 4.415622711181641,
"rewards/rejected": -8.444877624511719,
"step": 470
},
{
"epoch": 0.42628774422735344,
"grad_norm": 2.48634934425354,
"learning_rate": 3.839566987447492e-06,
"logits/chosen": 2.5225472450256348,
"logits/rejected": 2.0870003700256348,
"logps/chosen": -3.041111946105957,
"logps/rejected": -5.3499016761779785,
"loss": 0.3226,
"rewards/accuracies": 0.875,
"rewards/chosen": -4.561667442321777,
"rewards/margins": 3.4631850719451904,
"rewards/rejected": -8.024852752685547,
"step": 480
},
{
"epoch": 0.4351687388987567,
"grad_norm": 4.728499412536621,
"learning_rate": 3.795067523432826e-06,
"logits/chosen": 2.33893084526062,
"logits/rejected": 1.7909936904907227,
"logps/chosen": -2.7356209754943848,
"logps/rejected": -5.33417272567749,
"loss": 0.322,
"rewards/accuracies": 0.9375,
"rewards/chosen": -4.103431224822998,
"rewards/margins": 3.8978283405303955,
"rewards/rejected": -8.001258850097656,
"step": 490
},
{
"epoch": 0.44404973357015987,
"grad_norm": 8.412679672241211,
"learning_rate": 3.7500000000000005e-06,
"logits/chosen": 2.788668632507324,
"logits/rejected": 2.439873695373535,
"logps/chosen": -3.3219153881073,
"logps/rejected": -5.992051124572754,
"loss": 0.3075,
"rewards/accuracies": 0.875,
"rewards/chosen": -4.98287296295166,
"rewards/margins": 4.005204200744629,
"rewards/rejected": -8.988077163696289,
"step": 500
},
{
"epoch": 0.44404973357015987,
"eval_logits/chosen": 2.165436029434204,
"eval_logits/rejected": 1.8186790943145752,
"eval_logps/chosen": -3.4299349784851074,
"eval_logps/rejected": -6.0660552978515625,
"eval_loss": 0.3319137990474701,
"eval_rewards/accuracies": 0.8901098966598511,
"eval_rewards/chosen": -5.14490270614624,
"eval_rewards/margins": 3.954181671142578,
"eval_rewards/rejected": -9.09908390045166,
"eval_runtime": 25.2602,
"eval_samples_per_second": 28.82,
"eval_steps_per_second": 3.603,
"step": 500
},
{
"epoch": 0.45293072824156305,
"grad_norm": 2.8339133262634277,
"learning_rate": 3.7043841852542884e-06,
"logits/chosen": 2.109018325805664,
"logits/rejected": 1.6996265649795532,
"logps/chosen": -3.288560390472412,
"logps/rejected": -5.986764430999756,
"loss": 0.3116,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": -4.932840824127197,
"rewards/margins": 4.047306060791016,
"rewards/rejected": -8.980146408081055,
"step": 510
},
{
"epoch": 0.46181172291296624,
"grad_norm": 3.8578269481658936,
"learning_rate": 3.658240087799655e-06,
"logits/chosen": 1.7659969329833984,
"logits/rejected": 1.4596515893936157,
"logps/chosen": -3.0301425457000732,
"logps/rejected": -6.252682209014893,
"loss": 0.3015,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -4.5452141761779785,
"rewards/margins": 4.833809852600098,
"rewards/rejected": -9.379022598266602,
"step": 520
},
{
"epoch": 0.4706927175843694,
"grad_norm": 2.7795143127441406,
"learning_rate": 3.611587947962319e-06,
"logits/chosen": 2.472006320953369,
"logits/rejected": 1.9400993585586548,
"logps/chosen": -3.2479186058044434,
"logps/rejected": -6.475512504577637,
"loss": 0.3006,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -4.871877193450928,
"rewards/margins": 4.841391086578369,
"rewards/rejected": -9.713269233703613,
"step": 530
},
{
"epoch": 0.47957371225577267,
"grad_norm": 3.5200746059417725,
"learning_rate": 3.564448228912682e-06,
"logits/chosen": 2.911531925201416,
"logits/rejected": 2.2947440147399902,
"logps/chosen": -3.387556791305542,
"logps/rejected": -6.559035301208496,
"loss": 0.2684,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -5.081335544586182,
"rewards/margins": 4.757218360900879,
"rewards/rejected": -9.838552474975586,
"step": 540
},
{
"epoch": 0.48845470692717585,
"grad_norm": 2.368495225906372,
"learning_rate": 3.516841607689501e-06,
"logits/chosen": 1.276886224746704,
"logits/rejected": 1.3811718225479126,
"logps/chosen": -2.9689180850982666,
"logps/rejected": -6.619606971740723,
"loss": 0.3159,
"rewards/accuracies": 0.9375,
"rewards/chosen": -4.4533772468566895,
"rewards/margins": 5.4760332107543945,
"rewards/rejected": -9.929410934448242,
"step": 550
},
{
"epoch": 0.48845470692717585,
"eval_logits/chosen": 2.2735824584960938,
"eval_logits/rejected": 1.9788992404937744,
"eval_logps/chosen": -3.698131799697876,
"eval_logps/rejected": -6.64966344833374,
"eval_loss": 0.30747923254966736,
"eval_rewards/accuracies": 0.9230769276618958,
"eval_rewards/chosen": -5.5471978187561035,
"eval_rewards/margins": 4.427298545837402,
"eval_rewards/rejected": -9.974496841430664,
"eval_runtime": 25.2322,
"eval_samples_per_second": 28.852,
"eval_steps_per_second": 3.606,
"step": 550
},
{
"epoch": 0.49733570159857904,
"grad_norm": 1.901207685470581,
"learning_rate": 3.4687889661302577e-06,
"logits/chosen": 1.9734981060028076,
"logits/rejected": 1.8617655038833618,
"logps/chosen": -3.464953899383545,
"logps/rejected": -6.746106147766113,
"loss": 0.2912,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -5.1974310874938965,
"rewards/margins": 4.921727180480957,
"rewards/rejected": -10.119158744812012,
"step": 560
},
{
"epoch": 0.5062166962699822,
"grad_norm": 3.526299238204956,
"learning_rate": 3.4203113817116955e-06,
"logits/chosen": 3.0836069583892822,
"logits/rejected": 2.75875186920166,
"logps/chosen": -3.5981743335723877,
"logps/rejected": -6.405775547027588,
"loss": 0.3284,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": -5.397261142730713,
"rewards/margins": 4.211403846740723,
"rewards/rejected": -9.608665466308594,
"step": 570
},
{
"epoch": 0.5150976909413855,
"grad_norm": 2.816272497177124,
"learning_rate": 3.3714301183045382e-06,
"logits/chosen": 3.0068678855895996,
"logits/rejected": 2.466287136077881,
"logps/chosen": -3.7227580547332764,
"logps/rejected": -6.9311113357543945,
"loss": 0.2728,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -5.584136962890625,
"rewards/margins": 4.812530040740967,
"rewards/rejected": -10.39666748046875,
"step": 580
},
{
"epoch": 0.5239786856127886,
"grad_norm": 2.433389902114868,
"learning_rate": 3.3221666168464584e-06,
"logits/chosen": 2.9992904663085938,
"logits/rejected": 2.678699254989624,
"logps/chosen": -3.540968418121338,
"logps/rejected": -7.228091239929199,
"loss": 0.2568,
"rewards/accuracies": 0.9375,
"rewards/chosen": -5.3114519119262695,
"rewards/margins": 5.530684947967529,
"rewards/rejected": -10.842137336730957,
"step": 590
},
{
"epoch": 0.5328596802841918,
"grad_norm": 2.7557125091552734,
"learning_rate": 3.272542485937369e-06,
"logits/chosen": 2.557410478591919,
"logits/rejected": 2.331958770751953,
"logps/chosen": -3.9404635429382324,
"logps/rejected": -7.266766548156738,
"loss": 0.2639,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -5.9106950759887695,
"rewards/margins": 4.9894537925720215,
"rewards/rejected": -10.900148391723633,
"step": 600
},
{
"epoch": 0.5328596802841918,
"eval_logits/chosen": 2.561415910720825,
"eval_logits/rejected": 2.2971484661102295,
"eval_logps/chosen": -4.015191555023193,
"eval_logps/rejected": -7.222255229949951,
"eval_loss": 0.28853774070739746,
"eval_rewards/accuracies": 0.9340659379959106,
"eval_rewards/chosen": -6.022787570953369,
"eval_rewards/margins": 4.810595989227295,
"eval_rewards/rejected": -10.833383560180664,
"eval_runtime": 25.2577,
"eval_samples_per_second": 28.823,
"eval_steps_per_second": 3.603,
"step": 600
},
{
"epoch": 0.5417406749555951,
"grad_norm": 2.582770824432373,
"learning_rate": 3.222579492361179e-06,
"logits/chosen": 2.7404181957244873,
"logits/rejected": 2.540113687515259,
"logps/chosen": -3.9154396057128906,
"logps/rejected": -7.631985664367676,
"loss": 0.2816,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -5.873159408569336,
"rewards/margins": 5.574820041656494,
"rewards/rejected": -11.447979927062988,
"step": 610
},
{
"epoch": 0.5506216696269982,
"grad_norm": 3.8167436122894287,
"learning_rate": 3.1722995515381644e-06,
"logits/chosen": 2.445218563079834,
"logits/rejected": 2.288620710372925,
"logps/chosen": -3.7501556873321533,
"logps/rejected": -7.918539524078369,
"loss": 0.2891,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": -5.625233173370361,
"rewards/margins": 6.252577304840088,
"rewards/rejected": -11.877809524536133,
"step": 620
},
{
"epoch": 0.5595026642984015,
"grad_norm": 3.57536244392395,
"learning_rate": 3.121724717912138e-06,
"logits/chosen": 2.8337388038635254,
"logits/rejected": 2.1241557598114014,
"logps/chosen": -3.7040035724639893,
"logps/rejected": -7.53197717666626,
"loss": 0.2702,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -5.556005477905273,
"rewards/margins": 5.741961479187012,
"rewards/rejected": -11.297966003417969,
"step": 630
},
{
"epoch": 0.5683836589698046,
"grad_norm": 3.0520713329315186,
"learning_rate": 3.0708771752766397e-06,
"logits/chosen": 2.5255160331726074,
"logits/rejected": 2.0742428302764893,
"logps/chosen": -3.908573865890503,
"logps/rejected": -7.60653829574585,
"loss": 0.2598,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -5.862860679626465,
"rewards/margins": 5.546946048736572,
"rewards/rejected": -11.409807205200195,
"step": 640
},
{
"epoch": 0.5772646536412078,
"grad_norm": 8.067182540893555,
"learning_rate": 3.019779227044398e-06,
"logits/chosen": 1.6965067386627197,
"logits/rejected": 1.644667625427246,
"logps/chosen": -3.6588027477264404,
"logps/rejected": -7.457572937011719,
"loss": 0.2453,
"rewards/accuracies": 0.9375,
"rewards/chosen": -5.488204002380371,
"rewards/margins": 5.698155403137207,
"rewards/rejected": -11.186359405517578,
"step": 650
},
{
"epoch": 0.5772646536412078,
"eval_logits/chosen": 2.577754020690918,
"eval_logits/rejected": 2.265626907348633,
"eval_logps/chosen": -3.906606435775757,
"eval_logps/rejected": -7.3099446296691895,
"eval_loss": 0.27302286028862,
"eval_rewards/accuracies": 0.9560439586639404,
"eval_rewards/chosen": -5.859910011291504,
"eval_rewards/margins": 5.105007171630859,
"eval_rewards/rejected": -10.964917182922363,
"eval_runtime": 25.2446,
"eval_samples_per_second": 28.838,
"eval_steps_per_second": 3.605,
"step": 650
},
{
"epoch": 0.5861456483126111,
"grad_norm": 2.9298255443573,
"learning_rate": 2.9684532864643123e-06,
"logits/chosen": 2.901702404022217,
"logits/rejected": 2.595918655395508,
"logps/chosen": -3.9949543476104736,
"logps/rejected": -7.430356502532959,
"loss": 0.2726,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": -5.992431163787842,
"rewards/margins": 5.153104782104492,
"rewards/rejected": -11.145535469055176,
"step": 660
},
{
"epoch": 0.5950266429840142,
"grad_norm": 3.085571050643921,
"learning_rate": 2.9169218667902562e-06,
"logits/chosen": 2.8471388816833496,
"logits/rejected": 2.5500330924987793,
"logps/chosen": -4.014147758483887,
"logps/rejected": -7.298794746398926,
"loss": 0.2484,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -6.02122163772583,
"rewards/margins": 4.926970481872559,
"rewards/rejected": -10.94819164276123,
"step": 670
},
{
"epoch": 0.6039076376554174,
"grad_norm": 2.3615477085113525,
"learning_rate": 2.8652075714060296e-06,
"logits/chosen": 2.495004177093506,
"logits/rejected": 1.9873936176300049,
"logps/chosen": -4.2625041007995605,
"logps/rejected": -8.186586380004883,
"loss": 0.2144,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": -6.393756866455078,
"rewards/margins": 5.886124610900879,
"rewards/rejected": -12.279881477355957,
"step": 680
},
{
"epoch": 0.6127886323268206,
"grad_norm": 3.497316837310791,
"learning_rate": 2.813333083910761e-06,
"logits/chosen": 1.540621042251587,
"logits/rejected": 1.2002273797988892,
"logps/chosen": -3.71490740776062,
"logps/rejected": -8.136199951171875,
"loss": 0.2861,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -5.572361469268799,
"rewards/margins": 6.631939888000488,
"rewards/rejected": -12.204300880432129,
"step": 690
},
{
"epoch": 0.6216696269982238,
"grad_norm": 3.2540247440338135,
"learning_rate": 2.761321158169134e-06,
"logits/chosen": 2.776721477508545,
"logits/rejected": 2.475888729095459,
"logps/chosen": -4.3385329246521,
"logps/rejected": -7.8828301429748535,
"loss": 0.2885,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -6.507800102233887,
"rewards/margins": 5.316445350646973,
"rewards/rejected": -11.824244499206543,
"step": 700
},
{
"epoch": 0.6216696269982238,
"eval_logits/chosen": 2.4267516136169434,
"eval_logits/rejected": 2.1245739459991455,
"eval_logps/chosen": -3.9584598541259766,
"eval_logps/rejected": -7.546706199645996,
"eval_loss": 0.26512712240219116,
"eval_rewards/accuracies": 0.9340659379959106,
"eval_rewards/chosen": -5.937689781188965,
"eval_rewards/margins": 5.382368564605713,
"eval_rewards/rejected": -11.320058822631836,
"eval_runtime": 25.2589,
"eval_samples_per_second": 28.822,
"eval_steps_per_second": 3.603,
"step": 700
},
{
"epoch": 0.6305506216696269,
"grad_norm": 2.582273483276367,
"learning_rate": 2.70919460833079e-06,
"logits/chosen": 2.2102553844451904,
"logits/rejected": 1.9504516124725342,
"logps/chosen": -3.7470879554748535,
"logps/rejected": -7.761659145355225,
"loss": 0.2078,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": -5.620632171630859,
"rewards/margins": 6.02185583114624,
"rewards/rejected": -11.642488479614258,
"step": 710
},
{
"epoch": 0.6394316163410302,
"grad_norm": 2.2855663299560547,
"learning_rate": 2.6569762988232838e-06,
"logits/chosen": 2.4659409523010254,
"logits/rejected": 2.0434811115264893,
"logps/chosen": -3.4346442222595215,
"logps/rejected": -7.470824241638184,
"loss": 0.2346,
"rewards/accuracies": 0.9375,
"rewards/chosen": -5.151965618133545,
"rewards/margins": 6.054270267486572,
"rewards/rejected": -11.206236839294434,
"step": 720
},
{
"epoch": 0.6483126110124334,
"grad_norm": 2.038733959197998,
"learning_rate": 2.604689134322999e-06,
"logits/chosen": 2.270310878753662,
"logits/rejected": 1.9651508331298828,
"logps/chosen": -3.721379518508911,
"logps/rejected": -7.776650905609131,
"loss": 0.2354,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -5.582068920135498,
"rewards/margins": 6.0829057693481445,
"rewards/rejected": -11.6649751663208,
"step": 730
},
{
"epoch": 0.6571936056838366,
"grad_norm": 2.948915481567383,
"learning_rate": 2.5523560497083927e-06,
"logits/chosen": 2.358057737350464,
"logits/rejected": 2.063586711883545,
"logps/chosen": -3.6883864402770996,
"logps/rejected": -7.352984428405762,
"loss": 0.231,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": -5.5325798988342285,
"rewards/margins": 5.496896266937256,
"rewards/rejected": -11.0294771194458,
"step": 740
},
{
"epoch": 0.6660746003552398,
"grad_norm": 3.661870002746582,
"learning_rate": 2.5e-06,
"logits/chosen": 2.6712796688079834,
"logits/rejected": 2.393817901611328,
"logps/chosen": -4.065141201019287,
"logps/rejected": -7.9232306480407715,
"loss": 0.2332,
"rewards/accuracies": 0.875,
"rewards/chosen": -6.097712516784668,
"rewards/margins": 5.787134170532227,
"rewards/rejected": -11.884846687316895,
"step": 750
},
{
"epoch": 0.6660746003552398,
"eval_logits/chosen": 2.4871790409088135,
"eval_logits/rejected": 2.2864174842834473,
"eval_logps/chosen": -4.176412105560303,
"eval_logps/rejected": -8.009041786193848,
"eval_loss": 0.2521994411945343,
"eval_rewards/accuracies": 0.9340659379959106,
"eval_rewards/chosen": -6.264617443084717,
"eval_rewards/margins": 5.7489447593688965,
"eval_rewards/rejected": -12.01356315612793,
"eval_runtime": 25.2624,
"eval_samples_per_second": 28.818,
"eval_steps_per_second": 3.602,
"step": 750
},
{
"epoch": 0.6749555950266429,
"grad_norm": 1.992043375968933,
"learning_rate": 2.447643950291608e-06,
"logits/chosen": 1.8225914239883423,
"logits/rejected": 1.842559814453125,
"logps/chosen": -4.158253192901611,
"logps/rejected": -8.65810775756836,
"loss": 0.2104,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -6.237379550933838,
"rewards/margins": 6.749783515930176,
"rewards/rejected": -12.987161636352539,
"step": 760
},
{
"epoch": 0.6838365896980462,
"grad_norm": 1.9012709856033325,
"learning_rate": 2.3953108656770018e-06,
"logits/chosen": 2.491041660308838,
"logits/rejected": 1.9490203857421875,
"logps/chosen": -4.141987323760986,
"logps/rejected": -8.790396690368652,
"loss": 0.2236,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": -6.212981224060059,
"rewards/margins": 6.9726152420043945,
"rewards/rejected": -13.185595512390137,
"step": 770
},
{
"epoch": 0.6927175843694494,
"grad_norm": 3.4377241134643555,
"learning_rate": 2.3430237011767166e-06,
"logits/chosen": 2.54376220703125,
"logits/rejected": 2.2269883155822754,
"logps/chosen": -3.7832961082458496,
"logps/rejected": -8.058969497680664,
"loss": 0.2449,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -5.674944877624512,
"rewards/margins": 6.413510322570801,
"rewards/rejected": -12.08845329284668,
"step": 780
},
{
"epoch": 0.7015985790408525,
"grad_norm": 1.365478277206421,
"learning_rate": 2.290805391669212e-06,
"logits/chosen": 3.386944532394409,
"logits/rejected": 2.942134141921997,
"logps/chosen": -3.8051178455352783,
"logps/rejected": -8.201702117919922,
"loss": 0.1764,
"rewards/accuracies": 1.0,
"rewards/chosen": -5.707675933837891,
"rewards/margins": 6.594876289367676,
"rewards/rejected": -12.302552223205566,
"step": 790
},
{
"epoch": 0.7104795737122558,
"grad_norm": 3.3714189529418945,
"learning_rate": 2.238678841830867e-06,
"logits/chosen": 2.690781593322754,
"logits/rejected": 2.2246782779693604,
"logps/chosen": -4.251287937164307,
"logps/rejected": -8.268930435180664,
"loss": 0.2429,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -6.376931667327881,
"rewards/margins": 6.026463031768799,
"rewards/rejected": -12.40339469909668,
"step": 800
},
{
"epoch": 0.7104795737122558,
"eval_logits/chosen": 2.453395128250122,
"eval_logits/rejected": 2.2390329837799072,
"eval_logps/chosen": -4.038145065307617,
"eval_logps/rejected": -8.012212753295898,
"eval_loss": 0.2468602955341339,
"eval_rewards/accuracies": 0.9340659379959106,
"eval_rewards/chosen": -6.057217597961426,
"eval_rewards/margins": 5.961101055145264,
"eval_rewards/rejected": -12.018318176269531,
"eval_runtime": 25.2622,
"eval_samples_per_second": 28.818,
"eval_steps_per_second": 3.602,
"step": 800
},
{
"epoch": 0.7193605683836589,
"grad_norm": 4.527968883514404,
"learning_rate": 2.186666916089239e-06,
"logits/chosen": 2.250300168991089,
"logits/rejected": 2.254126787185669,
"logps/chosen": -4.0314741134643555,
"logps/rejected": -7.800264835357666,
"loss": 0.2277,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -6.047211647033691,
"rewards/margins": 5.65318489074707,
"rewards/rejected": -11.700395584106445,
"step": 810
},
{
"epoch": 0.7282415630550622,
"grad_norm": 3.3826537132263184,
"learning_rate": 2.134792428593971e-06,
"logits/chosen": 2.260606050491333,
"logits/rejected": 1.8174827098846436,
"logps/chosen": -3.6692988872528076,
"logps/rejected": -7.9340972900390625,
"loss": 0.2428,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -5.503948211669922,
"rewards/margins": 6.397197723388672,
"rewards/rejected": -11.901147842407227,
"step": 820
},
{
"epoch": 0.7371225577264654,
"grad_norm": 5.055661678314209,
"learning_rate": 2.0830781332097446e-06,
"logits/chosen": 2.4391427040100098,
"logits/rejected": 2.0999953746795654,
"logps/chosen": -3.677706241607666,
"logps/rejected": -7.840268135070801,
"loss": 0.2288,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -5.516559600830078,
"rewards/margins": 6.243842124938965,
"rewards/rejected": -11.760400772094727,
"step": 830
},
{
"epoch": 0.7460035523978685,
"grad_norm": 9.756246566772461,
"learning_rate": 2.031546713535688e-06,
"logits/chosen": 2.5405280590057373,
"logits/rejected": 2.3721981048583984,
"logps/chosen": -3.955289840698242,
"logps/rejected": -7.609635353088379,
"loss": 0.2384,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -5.932934761047363,
"rewards/margins": 5.481517314910889,
"rewards/rejected": -11.41445255279541,
"step": 840
},
{
"epoch": 0.7548845470692718,
"grad_norm": 3.4563076496124268,
"learning_rate": 1.9802207729556023e-06,
"logits/chosen": 3.1546592712402344,
"logits/rejected": 2.6494877338409424,
"logps/chosen": -3.9850029945373535,
"logps/rejected": -8.197628021240234,
"loss": 0.2229,
"rewards/accuracies": 0.9624999761581421,
"rewards/chosen": -5.977504253387451,
"rewards/margins": 6.3189377784729,
"rewards/rejected": -12.296442031860352,
"step": 850
},
{
"epoch": 0.7548845470692718,
"eval_logits/chosen": 2.536773443222046,
"eval_logits/rejected": 2.2915148735046387,
"eval_logps/chosen": -4.12998628616333,
"eval_logps/rejected": -8.214204788208008,
"eval_loss": 0.2361687868833542,
"eval_rewards/accuracies": 0.9340659379959106,
"eval_rewards/chosen": -6.194979190826416,
"eval_rewards/margins": 6.126327991485596,
"eval_rewards/rejected": -12.321306228637695,
"eval_runtime": 25.2618,
"eval_samples_per_second": 28.818,
"eval_steps_per_second": 3.602,
"step": 850
},
{
"epoch": 0.7637655417406749,
"grad_norm": 2.1946489810943604,
"learning_rate": 1.9291228247233607e-06,
"logits/chosen": 1.6681854724884033,
"logits/rejected": 1.4272549152374268,
"logps/chosen": -3.6183536052703857,
"logps/rejected": -8.374089241027832,
"loss": 0.2142,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": -5.427530288696289,
"rewards/margins": 7.133603572845459,
"rewards/rejected": -12.56113338470459,
"step": 860
},
{
"epoch": 0.7726465364120781,
"grad_norm": 3.251861095428467,
"learning_rate": 1.8782752820878636e-06,
"logits/chosen": 3.6365694999694824,
"logits/rejected": 3.002140522003174,
"logps/chosen": -4.218847274780273,
"logps/rejected": -8.535767555236816,
"loss": 0.1927,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -6.328269958496094,
"rewards/margins": 6.475382328033447,
"rewards/rejected": -12.8036527633667,
"step": 870
},
{
"epoch": 0.7815275310834814,
"grad_norm": 2.358853816986084,
"learning_rate": 1.827700448461836e-06,
"logits/chosen": 2.647890567779541,
"logits/rejected": 2.1392157077789307,
"logps/chosen": -4.547138214111328,
"logps/rejected": -9.499224662780762,
"loss": 0.1945,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": -6.820706844329834,
"rewards/margins": 7.42812967300415,
"rewards/rejected": -14.2488374710083,
"step": 880
},
{
"epoch": 0.7904085257548845,
"grad_norm": 2.04150390625,
"learning_rate": 1.7774205076388207e-06,
"logits/chosen": 2.7666563987731934,
"logits/rejected": 2.417945623397827,
"logps/chosen": -4.042238235473633,
"logps/rejected": -7.750130653381348,
"loss": 0.2228,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -6.063356876373291,
"rewards/margins": 5.561838626861572,
"rewards/rejected": -11.625195503234863,
"step": 890
},
{
"epoch": 0.7992895204262878,
"grad_norm": 3.5930328369140625,
"learning_rate": 1.7274575140626318e-06,
"logits/chosen": 2.7729713916778564,
"logits/rejected": 2.426771640777588,
"logps/chosen": -4.228175163269043,
"logps/rejected": -8.267873764038086,
"loss": 0.2134,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -6.342263221740723,
"rewards/margins": 6.05954647064209,
"rewards/rejected": -12.401810646057129,
"step": 900
},
{
"epoch": 0.7992895204262878,
"eval_logits/chosen": 2.5573580265045166,
"eval_logits/rejected": 2.317056179046631,
"eval_logps/chosen": -4.389712333679199,
"eval_logps/rejected": -8.52020263671875,
"eval_loss": 0.2303350269794464,
"eval_rewards/accuracies": 0.9450549483299255,
"eval_rewards/chosen": -6.584568023681641,
"eval_rewards/margins": 6.195735931396484,
"eval_rewards/rejected": -12.780303001403809,
"eval_runtime": 25.2651,
"eval_samples_per_second": 28.814,
"eval_steps_per_second": 3.602,
"step": 900
}
],
"logging_steps": 10,
"max_steps": 1500,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 50,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.1202550048948224e+18,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}