{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.6318471337579618, "eval_steps": 500, "global_step": 62, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01019108280254777, "grad_norm": 1.9706840515136719, "learning_rate": 8e-05, "log_odds_chosen": 0.043639570474624634, "log_odds_ratio": -0.6778613328933716, "logits/chosen": -0.5009905099868774, "logits/rejected": -0.5356172919273376, "logps/chosen": -2.954733371734619, "logps/rejected": -2.996232509613037, "loss": 3.6057, "nll_loss": 3.5378708839416504, "rewards/accuracies": 0.5625, "rewards/chosen": -0.2954733371734619, "rewards/margins": 0.00414988212287426, "rewards/rejected": -0.2996232211589813, "step": 1 }, { "epoch": 0.02038216560509554, "grad_norm": 1.9629229307174683, "learning_rate": 6e-05, "log_odds_chosen": 0.10935741662979126, "log_odds_ratio": -0.6454683542251587, "logits/chosen": -0.5241304636001587, "logits/rejected": -0.5285190939903259, "logps/chosen": -2.8890933990478516, "logps/rejected": -2.9919257164001465, "loss": 3.4851, "nll_loss": 3.420555830001831, "rewards/accuracies": 0.71875, "rewards/chosen": -0.28890931606292725, "rewards/margins": 0.010283238254487514, "rewards/rejected": -0.2991925776004791, "step": 2 }, { "epoch": 0.030573248407643312, "grad_norm": 2.020477533340454, "learning_rate": 4e-05, "log_odds_chosen": 0.069330133497715, "log_odds_ratio": -0.6641735434532166, "logits/chosen": -0.4971535801887512, "logits/rejected": -0.5353123545646667, "logps/chosen": -2.731393575668335, "logps/rejected": -2.795962333679199, "loss": 3.3144, "nll_loss": 3.2479400634765625, "rewards/accuracies": 0.5625, "rewards/chosen": -0.2731393277645111, "rewards/margins": 0.006456875707954168, "rewards/rejected": -0.279596209526062, "step": 3 }, { "epoch": 0.04076433121019108, "grad_norm": 2.3341853618621826, "learning_rate": 2e-05, "log_odds_chosen": 0.12229391932487488, "log_odds_ratio": -0.6381683945655823, "logits/chosen": -0.4815675914287567, "logits/rejected": -0.5111523866653442, "logps/chosen": -2.8219356536865234, "logps/rejected": -2.9366464614868164, "loss": 3.3456, "nll_loss": 3.281827211380005, "rewards/accuracies": 0.75, "rewards/chosen": -0.28219354152679443, "rewards/margins": 0.011471111327409744, "rewards/rejected": -0.2936646640300751, "step": 4 }, { "epoch": 0.050955414012738856, "grad_norm": 2.1892218589782715, "learning_rate": 0.0, "log_odds_chosen": 0.06512074917554855, "log_odds_ratio": -0.6671069860458374, "logits/chosen": -0.5229994654655457, "logits/rejected": -0.5436381697654724, "logps/chosen": -2.7552542686462402, "logps/rejected": -2.816582679748535, "loss": 3.2584, "nll_loss": 3.191640615463257, "rewards/accuracies": 0.625, "rewards/chosen": -0.27552542090415955, "rewards/margins": 0.006132860202342272, "rewards/rejected": -0.2816582918167114, "step": 5 }, { "epoch": 0.061146496815286625, "grad_norm": 1.755154013633728, "learning_rate": 9.79591836734694e-05, "log_odds_chosen": 0.09281320869922638, "log_odds_ratio": -0.6549628973007202, "logits/chosen": -0.5153884291648865, "logits/rejected": -0.5407605767250061, "logps/chosen": -2.8005495071411133, "logps/rejected": -2.8862051963806152, "loss": 3.2371, "nll_loss": 3.171649217605591, "rewards/accuracies": 0.625, "rewards/chosen": -0.2800549566745758, "rewards/margins": 0.008565555326640606, "rewards/rejected": -0.2886205315589905, "step": 6 }, { "epoch": 0.07133757961783439, "grad_norm": 1.8428237438201904, "learning_rate": 9.761904761904762e-05, "log_odds_chosen": 0.03281838819384575, "log_odds_ratio": -0.6809508800506592, "logits/chosen": -0.5399191975593567, "logits/rejected": -0.5274120569229126, "logps/chosen": -2.9202024936676025, "logps/rejected": -2.9510116577148438, "loss": 3.3829, "nll_loss": 3.314777374267578, "rewards/accuracies": 0.59375, "rewards/chosen": -0.2920202612876892, "rewards/margins": 0.003080902621150017, "rewards/rejected": -0.2951011657714844, "step": 7 }, { "epoch": 0.08152866242038216, "grad_norm": 1.8741809129714966, "learning_rate": 9.727891156462585e-05, "log_odds_chosen": 0.09863043576478958, "log_odds_ratio": -0.6496734619140625, "logits/chosen": -0.5901607275009155, "logits/rejected": -0.5661267042160034, "logps/chosen": -2.7296760082244873, "logps/rejected": -2.8212223052978516, "loss": 3.1928, "nll_loss": 3.1278655529022217, "rewards/accuracies": 0.65625, "rewards/chosen": -0.2729676365852356, "rewards/margins": 0.009154656901955605, "rewards/rejected": -0.28212225437164307, "step": 8 }, { "epoch": 0.09171974522292993, "grad_norm": 1.9783447980880737, "learning_rate": 9.693877551020408e-05, "log_odds_chosen": 0.05389028042554855, "log_odds_ratio": -0.6711492538452148, "logits/chosen": -0.5444136261940002, "logits/rejected": -0.564105212688446, "logps/chosen": -2.688671112060547, "logps/rejected": -2.7393460273742676, "loss": 3.1182, "nll_loss": 3.051093101501465, "rewards/accuracies": 0.59375, "rewards/chosen": -0.2688670754432678, "rewards/margins": 0.005067505408078432, "rewards/rejected": -0.27393460273742676, "step": 9 }, { "epoch": 0.10191082802547771, "grad_norm": 3.7560782432556152, "learning_rate": 9.659863945578231e-05, "log_odds_chosen": 0.05389935150742531, "log_odds_ratio": -0.6712656617164612, "logits/chosen": -0.5685052871704102, "logits/rejected": -0.5835959911346436, "logps/chosen": -2.7232255935668945, "logps/rejected": -2.772873878479004, "loss": 3.1185, "nll_loss": 3.0513598918914795, "rewards/accuracies": 0.65625, "rewards/chosen": -0.27232253551483154, "rewards/margins": 0.004964826162904501, "rewards/rejected": -0.27728739380836487, "step": 10 }, { "epoch": 0.11210191082802548, "grad_norm": 2.745220422744751, "learning_rate": 9.625850340136054e-05, "log_odds_chosen": 0.0562276728451252, "log_odds_ratio": -0.6704986095428467, "logits/chosen": -0.5921126008033752, "logits/rejected": -0.5893128514289856, "logps/chosen": -2.645206928253174, "logps/rejected": -2.696500539779663, "loss": 3.0034, "nll_loss": 2.936365842819214, "rewards/accuracies": 0.65625, "rewards/chosen": -0.26452070474624634, "rewards/margins": 0.005129385739564896, "rewards/rejected": -0.26965007185935974, "step": 11 }, { "epoch": 0.12229299363057325, "grad_norm": 1.8458824157714844, "learning_rate": 9.591836734693878e-05, "log_odds_chosen": -0.026220712810754776, "log_odds_ratio": -0.7125887870788574, "logits/chosen": -0.5802856087684631, "logits/rejected": -0.6202648878097534, "logps/chosen": -2.6887969970703125, "logps/rejected": -2.6625289916992188, "loss": 3.0166, "nll_loss": 2.945356845855713, "rewards/accuracies": 0.40625, "rewards/chosen": -0.2688797116279602, "rewards/margins": -0.0026267748326063156, "rewards/rejected": -0.26625293493270874, "step": 12 }, { "epoch": 0.13248407643312102, "grad_norm": 1.8597255945205688, "learning_rate": 9.557823129251701e-05, "log_odds_chosen": 0.0966324731707573, "log_odds_ratio": -0.6508103013038635, "logits/chosen": -0.5836719274520874, "logits/rejected": -0.6042653322219849, "logps/chosen": -2.5945496559143066, "logps/rejected": -2.6839816570281982, "loss": 2.891, "nll_loss": 2.8259291648864746, "rewards/accuracies": 0.6875, "rewards/chosen": -0.25945499539375305, "rewards/margins": 0.008943157270550728, "rewards/rejected": -0.26839813590049744, "step": 13 }, { "epoch": 0.14267515923566879, "grad_norm": 1.9950586557388306, "learning_rate": 9.523809523809524e-05, "log_odds_chosen": 0.07333967834711075, "log_odds_ratio": -0.6641579270362854, "logits/chosen": -0.5741627812385559, "logits/rejected": -0.6016291379928589, "logps/chosen": -2.556469678878784, "logps/rejected": -2.6230132579803467, "loss": 2.8169, "nll_loss": 2.7504758834838867, "rewards/accuracies": 0.625, "rewards/chosen": -0.2556469738483429, "rewards/margins": 0.006654377095401287, "rewards/rejected": -0.26230132579803467, "step": 14 }, { "epoch": 0.15286624203821655, "grad_norm": 2.0696280002593994, "learning_rate": 9.489795918367348e-05, "log_odds_chosen": 0.12293906509876251, "log_odds_ratio": -0.6370925903320312, "logits/chosen": -0.5484431385993958, "logits/rejected": -0.5725057721138, "logps/chosen": -2.460176944732666, "logps/rejected": -2.5726397037506104, "loss": 2.7249, "nll_loss": 2.661222219467163, "rewards/accuracies": 0.78125, "rewards/chosen": -0.2460177093744278, "rewards/margins": 0.011246275156736374, "rewards/rejected": -0.25726398825645447, "step": 15 }, { "epoch": 0.16305732484076432, "grad_norm": 3.213852882385254, "learning_rate": 9.455782312925171e-05, "log_odds_chosen": 0.0818968415260315, "log_odds_ratio": -0.6613866090774536, "logits/chosen": -0.5976958274841309, "logits/rejected": -0.6143887639045715, "logps/chosen": -2.413341522216797, "logps/rejected": -2.4865636825561523, "loss": 2.6428, "nll_loss": 2.5766918659210205, "rewards/accuracies": 0.5, "rewards/chosen": -0.24133417010307312, "rewards/margins": 0.007322215940803289, "rewards/rejected": -0.24865636229515076, "step": 16 }, { "epoch": 0.1732484076433121, "grad_norm": 3.263835906982422, "learning_rate": 9.421768707482994e-05, "log_odds_chosen": 0.12279009073972702, "log_odds_ratio": -0.6375764608383179, "logits/chosen": -0.5939255952835083, "logits/rejected": -0.5961549878120422, "logps/chosen": -2.3610243797302246, "logps/rejected": -2.47149395942688, "loss": 2.568, "nll_loss": 2.5042312145233154, "rewards/accuracies": 0.71875, "rewards/chosen": -0.23610244691371918, "rewards/margins": 0.011046944186091423, "rewards/rejected": -0.24714939296245575, "step": 17 }, { "epoch": 0.18343949044585986, "grad_norm": 2.0416226387023926, "learning_rate": 9.387755102040817e-05, "log_odds_chosen": 0.1555405557155609, "log_odds_ratio": -0.6227366328239441, "logits/chosen": -0.586774468421936, "logits/rejected": -0.6310256123542786, "logps/chosen": -2.2520110607147217, "logps/rejected": -2.390634775161743, "loss": 2.4749, "nll_loss": 2.412618637084961, "rewards/accuracies": 0.84375, "rewards/chosen": -0.22520111501216888, "rewards/margins": 0.013862377032637596, "rewards/rejected": -0.23906347155570984, "step": 18 }, { "epoch": 0.19363057324840766, "grad_norm": 1.8552919626235962, "learning_rate": 9.35374149659864e-05, "log_odds_chosen": 0.1357956975698471, "log_odds_ratio": -0.6316878199577332, "logits/chosen": -0.6498819589614868, "logits/rejected": -0.6668039560317993, "logps/chosen": -2.22139835357666, "logps/rejected": -2.3428542613983154, "loss": 2.3994, "nll_loss": 2.336277723312378, "rewards/accuracies": 0.75, "rewards/chosen": -0.22213983535766602, "rewards/margins": 0.012145599350333214, "rewards/rejected": -0.23428542912006378, "step": 19 }, { "epoch": 0.20382165605095542, "grad_norm": 1.9783782958984375, "learning_rate": 9.319727891156463e-05, "log_odds_chosen": 0.09560593217611313, "log_odds_ratio": -0.6527409553527832, "logits/chosen": -0.6574750542640686, "logits/rejected": -0.6695252656936646, "logps/chosen": -2.228286027908325, "logps/rejected": -2.3149209022521973, "loss": 2.4197, "nll_loss": 2.3543879985809326, "rewards/accuracies": 0.6875, "rewards/chosen": -0.22282862663269043, "rewards/margins": 0.008663482964038849, "rewards/rejected": -0.23149211704730988, "step": 20 }, { "epoch": 0.2140127388535032, "grad_norm": 2.270171880722046, "learning_rate": 9.285714285714286e-05, "log_odds_chosen": 0.13292132318019867, "log_odds_ratio": -0.6331073641777039, "logits/chosen": -0.6325170993804932, "logits/rejected": -0.6448156237602234, "logps/chosen": -2.0987019538879395, "logps/rejected": -2.2161264419555664, "loss": 2.2766, "nll_loss": 2.2132651805877686, "rewards/accuracies": 0.84375, "rewards/chosen": -0.20987018942832947, "rewards/margins": 0.01174245961010456, "rewards/rejected": -0.22161263227462769, "step": 21 }, { "epoch": 0.22420382165605096, "grad_norm": 2.6400585174560547, "learning_rate": 9.25170068027211e-05, "log_odds_chosen": 0.0851236879825592, "log_odds_ratio": -0.6567416191101074, "logits/chosen": -0.6978996992111206, "logits/rejected": -0.7123661041259766, "logps/chosen": -2.0720839500427246, "logps/rejected": -2.1482036113739014, "loss": 2.2512, "nll_loss": 2.1855506896972656, "rewards/accuracies": 0.6875, "rewards/chosen": -0.20720840990543365, "rewards/margins": 0.007611965760588646, "rewards/rejected": -0.21482038497924805, "step": 22 }, { "epoch": 0.23439490445859873, "grad_norm": 3.0456278324127197, "learning_rate": 9.217687074829933e-05, "log_odds_chosen": 0.12218278646469116, "log_odds_ratio": -0.639614462852478, "logits/chosen": -0.6912589073181152, "logits/rejected": -0.7216678261756897, "logps/chosen": -1.9978296756744385, "logps/rejected": -2.103085517883301, "loss": 2.1711, "nll_loss": 2.1071152687072754, "rewards/accuracies": 0.6875, "rewards/chosen": -0.19978296756744385, "rewards/margins": 0.010525593534111977, "rewards/rejected": -0.21030855178833008, "step": 23 }, { "epoch": 0.2445859872611465, "grad_norm": 2.3382904529571533, "learning_rate": 9.183673469387756e-05, "log_odds_chosen": 0.043098174035549164, "log_odds_ratio": -0.675950825214386, "logits/chosen": -0.7050585746765137, "logits/rejected": -0.6946679949760437, "logps/chosen": -1.8801963329315186, "logps/rejected": -1.9172497987747192, "loss": 2.0647, "nll_loss": 1.9970893859863281, "rewards/accuracies": 0.53125, "rewards/chosen": -0.18801963329315186, "rewards/margins": 0.003705363254994154, "rewards/rejected": -0.1917250007390976, "step": 24 }, { "epoch": 0.25477707006369427, "grad_norm": 2.2423338890075684, "learning_rate": 9.149659863945579e-05, "log_odds_chosen": 0.051533281803131104, "log_odds_ratio": -0.6742590665817261, "logits/chosen": -0.7378531694412231, "logits/rejected": -0.7483745217323303, "logps/chosen": -1.7976934909820557, "logps/rejected": -1.8392703533172607, "loss": 1.9856, "nll_loss": 1.9182195663452148, "rewards/accuracies": 0.5625, "rewards/chosen": -0.1797693371772766, "rewards/margins": 0.004157697316259146, "rewards/rejected": -0.1839270442724228, "step": 25 }, { "epoch": 0.26496815286624203, "grad_norm": 2.2076170444488525, "learning_rate": 9.115646258503402e-05, "log_odds_chosen": 0.14921554923057556, "log_odds_ratio": -0.6260839700698853, "logits/chosen": -0.7678406834602356, "logits/rejected": -0.7855570316314697, "logps/chosen": -1.690258264541626, "logps/rejected": -1.813413143157959, "loss": 1.8961, "nll_loss": 1.833521842956543, "rewards/accuracies": 0.78125, "rewards/chosen": -0.16902580857276917, "rewards/margins": 0.012315504252910614, "rewards/rejected": -0.18134130537509918, "step": 26 }, { "epoch": 0.2751592356687898, "grad_norm": 2.486793279647827, "learning_rate": 9.081632653061225e-05, "log_odds_chosen": 0.15732049942016602, "log_odds_ratio": -0.6271807551383972, "logits/chosen": -0.7320041060447693, "logits/rejected": -0.7608926296234131, "logps/chosen": -1.6371859312057495, "logps/rejected": -1.7642821073532104, "loss": 1.8287, "nll_loss": 1.7660211324691772, "rewards/accuracies": 0.6875, "rewards/chosen": -0.163718581199646, "rewards/margins": 0.01270962879061699, "rewards/rejected": -0.17642822861671448, "step": 27 }, { "epoch": 0.28535031847133757, "grad_norm": 2.56262469291687, "learning_rate": 9.047619047619048e-05, "log_odds_chosen": 0.16445228457450867, "log_odds_ratio": -0.6198588609695435, "logits/chosen": -0.7562386989593506, "logits/rejected": -0.7781034708023071, "logps/chosen": -1.5056514739990234, "logps/rejected": -1.634886622428894, "loss": 1.7373, "nll_loss": 1.6753149032592773, "rewards/accuracies": 0.6875, "rewards/chosen": -0.15056513249874115, "rewards/margins": 0.012923511676490307, "rewards/rejected": -0.16348864138126373, "step": 28 }, { "epoch": 0.29554140127388534, "grad_norm": 2.2155702114105225, "learning_rate": 9.01360544217687e-05, "log_odds_chosen": 0.07792021334171295, "log_odds_ratio": -0.6598246693611145, "logits/chosen": -0.7097214460372925, "logits/rejected": -0.7517991065979004, "logps/chosen": -1.4955050945281982, "logps/rejected": -1.5548988580703735, "loss": 1.7355, "nll_loss": 1.669482707977295, "rewards/accuracies": 0.71875, "rewards/chosen": -0.14955051243305206, "rewards/margins": 0.005939368158578873, "rewards/rejected": -0.15548989176750183, "step": 29 }, { "epoch": 0.3057324840764331, "grad_norm": 2.1764378547668457, "learning_rate": 8.979591836734695e-05, "log_odds_chosen": 0.03990812599658966, "log_odds_ratio": -0.6799441576004028, "logits/chosen": -0.7283363938331604, "logits/rejected": -0.7530458569526672, "logps/chosen": -1.4264872074127197, "logps/rejected": -1.4550918340682983, "loss": 1.6459, "nll_loss": 1.5778682231903076, "rewards/accuracies": 0.625, "rewards/chosen": -0.14264871180057526, "rewards/margins": 0.0028604594990611076, "rewards/rejected": -0.14550916850566864, "step": 30 }, { "epoch": 0.3159235668789809, "grad_norm": 2.089293956756592, "learning_rate": 8.945578231292518e-05, "log_odds_chosen": 0.2132435142993927, "log_odds_ratio": -0.5990588068962097, "logits/chosen": -0.7453004121780396, "logits/rejected": -0.7864771485328674, "logps/chosen": -1.330241322517395, "logps/rejected": -1.4900933504104614, "loss": 1.5747, "nll_loss": 1.5148346424102783, "rewards/accuracies": 0.75, "rewards/chosen": -0.1330241560935974, "rewards/margins": 0.01598520018160343, "rewards/rejected": -0.1490093469619751, "step": 31 }, { "epoch": 0.32611464968152865, "grad_norm": 1.9524860382080078, "learning_rate": 8.911564625850341e-05, "log_odds_chosen": 0.07104514539241791, "log_odds_ratio": -0.6634508371353149, "logits/chosen": -0.7562890648841858, "logits/rejected": -0.762592077255249, "logps/chosen": -1.3261951208114624, "logps/rejected": -1.3763710260391235, "loss": 1.5646, "nll_loss": 1.4982781410217285, "rewards/accuracies": 0.625, "rewards/chosen": -0.13261951506137848, "rewards/margins": 0.005017599556595087, "rewards/rejected": -0.13763710856437683, "step": 32 }, { "epoch": 0.3363057324840764, "grad_norm": 1.859688401222229, "learning_rate": 8.877551020408164e-05, "log_odds_chosen": 0.2007061243057251, "log_odds_ratio": -0.6077967882156372, "logits/chosen": -0.7153605222702026, "logits/rejected": -0.7660464644432068, "logps/chosen": -1.1958274841308594, "logps/rejected": -1.3376389741897583, "loss": 1.473, "nll_loss": 1.4121888875961304, "rewards/accuracies": 0.71875, "rewards/chosen": -0.11958275735378265, "rewards/margins": 0.01418115571141243, "rewards/rejected": -0.13376390933990479, "step": 33 }, { "epoch": 0.3464968152866242, "grad_norm": 1.627384901046753, "learning_rate": 8.843537414965987e-05, "log_odds_chosen": 0.20318442583084106, "log_odds_ratio": -0.60548335313797, "logits/chosen": -0.6687170267105103, "logits/rejected": -0.6979736089706421, "logps/chosen": -1.1998878717422485, "logps/rejected": -1.3429744243621826, "loss": 1.4198, "nll_loss": 1.3592194318771362, "rewards/accuracies": 0.75, "rewards/chosen": -0.11998879909515381, "rewards/margins": 0.014308637008070946, "rewards/rejected": -0.1342974454164505, "step": 34 }, { "epoch": 0.35668789808917195, "grad_norm": 1.6395893096923828, "learning_rate": 8.80952380952381e-05, "log_odds_chosen": 0.1479332149028778, "log_odds_ratio": -0.6287116408348083, "logits/chosen": -0.6793037056922913, "logits/rejected": -0.7141229510307312, "logps/chosen": -1.1636970043182373, "logps/rejected": -1.2673585414886475, "loss": 1.3737, "nll_loss": 1.310793161392212, "rewards/accuracies": 0.6875, "rewards/chosen": -0.11636970937252045, "rewards/margins": 0.01036614365875721, "rewards/rejected": -0.1267358511686325, "step": 35 }, { "epoch": 0.3668789808917197, "grad_norm": 1.3266431093215942, "learning_rate": 8.775510204081632e-05, "log_odds_chosen": 0.16748954355716705, "log_odds_ratio": -0.6182947754859924, "logits/chosen": -0.6686299443244934, "logits/rejected": -0.6554075479507446, "logps/chosen": -1.0804071426391602, "logps/rejected": -1.1927094459533691, "loss": 1.328, "nll_loss": 1.2661728858947754, "rewards/accuracies": 0.75, "rewards/chosen": -0.1080407053232193, "rewards/margins": 0.011230221018195152, "rewards/rejected": -0.1192709356546402, "step": 36 }, { "epoch": 0.37707006369426754, "grad_norm": 1.6111111640930176, "learning_rate": 8.741496598639455e-05, "log_odds_chosen": 0.09395941346883774, "log_odds_ratio": -0.6549113988876343, "logits/chosen": -0.7055931091308594, "logits/rejected": -0.6843895316123962, "logps/chosen": -1.123265027999878, "logps/rejected": -1.1842732429504395, "loss": 1.3436, "nll_loss": 1.2781226634979248, "rewards/accuracies": 0.59375, "rewards/chosen": -0.1123264953494072, "rewards/margins": 0.006100829225033522, "rewards/rejected": -0.1184273213148117, "step": 37 }, { "epoch": 0.3872611464968153, "grad_norm": 1.3853479623794556, "learning_rate": 8.70748299319728e-05, "log_odds_chosen": 0.22841353714466095, "log_odds_ratio": -0.5929134488105774, "logits/chosen": -0.6214150786399841, "logits/rejected": -0.6320711374282837, "logps/chosen": -0.9967460632324219, "logps/rejected": -1.1483112573623657, "loss": 1.239, "nll_loss": 1.179752230644226, "rewards/accuracies": 0.84375, "rewards/chosen": -0.09967461228370667, "rewards/margins": 0.01515651773661375, "rewards/rejected": -0.11483113467693329, "step": 38 }, { "epoch": 0.3974522292993631, "grad_norm": 1.4109987020492554, "learning_rate": 8.673469387755102e-05, "log_odds_chosen": 0.15123127400875092, "log_odds_ratio": -0.6313170194625854, "logits/chosen": -0.5636093020439148, "logits/rejected": -0.5879440903663635, "logps/chosen": -0.9781452417373657, "logps/rejected": -1.0714449882507324, "loss": 1.2294, "nll_loss": 1.1662321090698242, "rewards/accuracies": 0.65625, "rewards/chosen": -0.09781452268362045, "rewards/margins": 0.00932997465133667, "rewards/rejected": -0.10714450478553772, "step": 39 }, { "epoch": 0.40764331210191085, "grad_norm": 1.505708932876587, "learning_rate": 8.639455782312925e-05, "log_odds_chosen": 0.15932558476924896, "log_odds_ratio": -0.625272274017334, "logits/chosen": -0.5791752934455872, "logits/rejected": -0.6104503870010376, "logps/chosen": -0.9371697902679443, "logps/rejected": -1.0375370979309082, "loss": 1.1666, "nll_loss": 1.104070782661438, "rewards/accuracies": 0.71875, "rewards/chosen": -0.09371697902679443, "rewards/margins": 0.010036729276180267, "rewards/rejected": -0.1037537157535553, "step": 40 }, { "epoch": 0.4178343949044586, "grad_norm": 1.3721827268600464, "learning_rate": 8.605442176870748e-05, "log_odds_chosen": 0.15735837817192078, "log_odds_ratio": -0.6272850036621094, "logits/chosen": -0.5897191762924194, "logits/rejected": -0.5843300819396973, "logps/chosen": -0.9254653453826904, "logps/rejected": -1.0147194862365723, "loss": 1.1898, "nll_loss": 1.127084732055664, "rewards/accuracies": 0.75, "rewards/chosen": -0.09254653751850128, "rewards/margins": 0.008925420232117176, "rewards/rejected": -0.10147196054458618, "step": 41 }, { "epoch": 0.4280254777070064, "grad_norm": 1.4123814105987549, "learning_rate": 8.571428571428571e-05, "log_odds_chosen": 0.1627001166343689, "log_odds_ratio": -0.6306536197662354, "logits/chosen": -0.5717113614082336, "logits/rejected": -0.5668535232543945, "logps/chosen": -0.877647876739502, "logps/rejected": -0.9752596020698547, "loss": 1.1148, "nll_loss": 1.0516966581344604, "rewards/accuracies": 0.71875, "rewards/chosen": -0.08776478469371796, "rewards/margins": 0.00976115744560957, "rewards/rejected": -0.0975259393453598, "step": 42 }, { "epoch": 0.43821656050955415, "grad_norm": 1.4072459936141968, "learning_rate": 8.537414965986394e-05, "log_odds_chosen": 0.26022908091545105, "log_odds_ratio": -0.5852185487747192, "logits/chosen": -0.5471714735031128, "logits/rejected": -0.5991571545600891, "logps/chosen": -0.8360999822616577, "logps/rejected": -0.9906545281410217, "loss": 1.0647, "nll_loss": 1.0061821937561035, "rewards/accuracies": 0.71875, "rewards/chosen": -0.08360999822616577, "rewards/margins": 0.015455447137355804, "rewards/rejected": -0.09906545281410217, "step": 43 }, { "epoch": 0.4484076433121019, "grad_norm": 1.263767957687378, "learning_rate": 8.503401360544217e-05, "log_odds_chosen": 0.15025389194488525, "log_odds_ratio": -0.6313925981521606, "logits/chosen": -0.5081976652145386, "logits/rejected": -0.5151488184928894, "logps/chosen": -0.860946774482727, "logps/rejected": -0.9522109031677246, "loss": 1.0628, "nll_loss": 0.9996945858001709, "rewards/accuracies": 0.6875, "rewards/chosen": -0.0860946774482727, "rewards/margins": 0.00912640430033207, "rewards/rejected": -0.09522109478712082, "step": 44 }, { "epoch": 0.4585987261146497, "grad_norm": 1.1564173698425293, "learning_rate": 8.469387755102041e-05, "log_odds_chosen": 0.25856250524520874, "log_odds_ratio": -0.5882014632225037, "logits/chosen": -0.47218459844589233, "logits/rejected": -0.47766923904418945, "logps/chosen": -0.786893904209137, "logps/rejected": -0.9319732785224915, "loss": 1.0045, "nll_loss": 0.9457147121429443, "rewards/accuracies": 0.78125, "rewards/chosen": -0.07868938893079758, "rewards/margins": 0.01450793445110321, "rewards/rejected": -0.09319733083248138, "step": 45 }, { "epoch": 0.46878980891719746, "grad_norm": 1.1476246118545532, "learning_rate": 8.435374149659864e-05, "log_odds_chosen": 0.1751195192337036, "log_odds_ratio": -0.6188879013061523, "logits/chosen": -0.4528760015964508, "logits/rejected": -0.47072282433509827, "logps/chosen": -0.7283643484115601, "logps/rejected": -0.8211995363235474, "loss": 0.9499, "nll_loss": 0.8879653811454773, "rewards/accuracies": 0.78125, "rewards/chosen": -0.07283642888069153, "rewards/margins": 0.009283517487347126, "rewards/rejected": -0.08211994916200638, "step": 46 }, { "epoch": 0.4789808917197452, "grad_norm": 1.082606554031372, "learning_rate": 8.401360544217689e-05, "log_odds_chosen": 0.239468514919281, "log_odds_ratio": -0.5954229831695557, "logits/chosen": -0.4875160753726959, "logits/rejected": -0.48623812198638916, "logps/chosen": -0.7523530125617981, "logps/rejected": -0.877802848815918, "loss": 0.954, "nll_loss": 0.8944483399391174, "rewards/accuracies": 0.78125, "rewards/chosen": -0.07523529976606369, "rewards/margins": 0.012544991448521614, "rewards/rejected": -0.08778029680252075, "step": 47 }, { "epoch": 0.489171974522293, "grad_norm": 1.1768563985824585, "learning_rate": 8.367346938775511e-05, "log_odds_chosen": 0.11137399077415466, "log_odds_ratio": -0.6481903791427612, "logits/chosen": -0.47852304577827454, "logits/rejected": -0.49898433685302734, "logps/chosen": -0.7479023933410645, "logps/rejected": -0.8043348789215088, "loss": 0.9558, "nll_loss": 0.8910031914710999, "rewards/accuracies": 0.59375, "rewards/chosen": -0.07479023933410645, "rewards/margins": 0.005643244832754135, "rewards/rejected": -0.08043348044157028, "step": 48 }, { "epoch": 0.49936305732484076, "grad_norm": 1.0716862678527832, "learning_rate": 8.333333333333334e-05, "log_odds_chosen": 0.20709852874279022, "log_odds_ratio": -0.6083564758300781, "logits/chosen": -0.4109807312488556, "logits/rejected": -0.44194647669792175, "logps/chosen": -0.7731195688247681, "logps/rejected": -0.8942749500274658, "loss": 0.9623, "nll_loss": 0.9014848470687866, "rewards/accuracies": 0.6875, "rewards/chosen": -0.07731196284294128, "rewards/margins": 0.012115536257624626, "rewards/rejected": -0.08942750096321106, "step": 49 }, { "epoch": 0.5095541401273885, "grad_norm": 0.9973980188369751, "learning_rate": 8.299319727891157e-05, "log_odds_chosen": 0.18566134572029114, "log_odds_ratio": -0.61891108751297, "logits/chosen": -0.4191117286682129, "logits/rejected": -0.41958895325660706, "logps/chosen": -0.702156662940979, "logps/rejected": -0.7984734177589417, "loss": 0.8786, "nll_loss": 0.8166758418083191, "rewards/accuracies": 0.71875, "rewards/chosen": -0.07021567225456238, "rewards/margins": 0.00963167380541563, "rewards/rejected": -0.07984734326601028, "step": 50 }, { "epoch": 0.5197452229299363, "grad_norm": 0.8124039769172668, "learning_rate": 8.26530612244898e-05, "log_odds_chosen": 0.18215714395046234, "log_odds_ratio": -0.6213276386260986, "logits/chosen": -0.4588465690612793, "logits/rejected": -0.46019288897514343, "logps/chosen": -0.7112851142883301, "logps/rejected": -0.7996297478675842, "loss": 0.8886, "nll_loss": 0.8265119194984436, "rewards/accuracies": 0.6875, "rewards/chosen": -0.07112851738929749, "rewards/margins": 0.008834462612867355, "rewards/rejected": -0.07996297627687454, "step": 51 }, { "epoch": 0.5299363057324841, "grad_norm": 0.777076780796051, "learning_rate": 8.231292517006803e-05, "log_odds_chosen": 0.2624254524707794, "log_odds_ratio": -0.5843685269355774, "logits/chosen": -0.3662329912185669, "logits/rejected": -0.34878844022750854, "logps/chosen": -0.6983358860015869, "logps/rejected": -0.838935911655426, "loss": 0.8633, "nll_loss": 0.8049026131629944, "rewards/accuracies": 0.75, "rewards/chosen": -0.06983359158039093, "rewards/margins": 0.014060002751648426, "rewards/rejected": -0.08389358967542648, "step": 52 }, { "epoch": 0.5401273885350318, "grad_norm": 0.5475600957870483, "learning_rate": 8.197278911564626e-05, "log_odds_chosen": 0.23267458379268646, "log_odds_ratio": -0.6021015644073486, "logits/chosen": -0.3862481415271759, "logits/rejected": -0.38804885745048523, "logps/chosen": -0.7031423449516296, "logps/rejected": -0.8290390968322754, "loss": 0.8748, "nll_loss": 0.8145608901977539, "rewards/accuracies": 0.71875, "rewards/chosen": -0.07031424343585968, "rewards/margins": 0.012589672580361366, "rewards/rejected": -0.0829039141535759, "step": 53 }, { "epoch": 0.5503184713375796, "grad_norm": 0.5666794776916504, "learning_rate": 8.163265306122449e-05, "log_odds_chosen": 0.25999322533607483, "log_odds_ratio": -0.5887346863746643, "logits/chosen": -0.347758412361145, "logits/rejected": -0.3341512084007263, "logps/chosen": -0.6920559406280518, "logps/rejected": -0.8253049254417419, "loss": 0.8235, "nll_loss": 0.7646136283874512, "rewards/accuracies": 0.78125, "rewards/chosen": -0.06920559704303741, "rewards/margins": 0.013324896804988384, "rewards/rejected": -0.08253049850463867, "step": 54 }, { "epoch": 0.5605095541401274, "grad_norm": 0.5203105211257935, "learning_rate": 8.129251700680273e-05, "log_odds_chosen": 0.18836164474487305, "log_odds_ratio": -0.6200145483016968, "logits/chosen": -0.3182459771633148, "logits/rejected": -0.3383919596672058, "logps/chosen": -0.6551133394241333, "logps/rejected": -0.7530025839805603, "loss": 0.8446, "nll_loss": 0.7825708389282227, "rewards/accuracies": 0.65625, "rewards/chosen": -0.06551133096218109, "rewards/margins": 0.009788922034204006, "rewards/rejected": -0.07530025392770767, "step": 55 }, { "epoch": 0.5707006369426751, "grad_norm": 0.5612345933914185, "learning_rate": 8.095238095238096e-05, "log_odds_chosen": 0.1355578601360321, "log_odds_ratio": -0.6451556086540222, "logits/chosen": -0.29888439178466797, "logits/rejected": -0.2906675338745117, "logps/chosen": -0.6383944153785706, "logps/rejected": -0.7033387422561646, "loss": 0.8437, "nll_loss": 0.7791876196861267, "rewards/accuracies": 0.59375, "rewards/chosen": -0.06383944302797318, "rewards/margins": 0.006494428031146526, "rewards/rejected": -0.07033387571573257, "step": 56 }, { "epoch": 0.5808917197452229, "grad_norm": 0.8524444103240967, "learning_rate": 8.061224489795919e-05, "log_odds_chosen": 0.349676251411438, "log_odds_ratio": -0.5498685836791992, "logits/chosen": -0.2660248577594757, "logits/rejected": -0.29482465982437134, "logps/chosen": -0.5994170904159546, "logps/rejected": -0.770711362361908, "loss": 0.7653, "nll_loss": 0.7103118300437927, "rewards/accuracies": 0.84375, "rewards/chosen": -0.05994170904159546, "rewards/margins": 0.017129434272646904, "rewards/rejected": -0.07707113772630692, "step": 57 }, { "epoch": 0.5910828025477707, "grad_norm": 0.5966730713844299, "learning_rate": 8.027210884353742e-05, "log_odds_chosen": 0.4513949453830719, "log_odds_ratio": -0.5082166194915771, "logits/chosen": -0.35525086522102356, "logits/rejected": -0.39397263526916504, "logps/chosen": -0.6463137865066528, "logps/rejected": -0.8910082578659058, "loss": 0.7776, "nll_loss": 0.7267977595329285, "rewards/accuracies": 0.96875, "rewards/chosen": -0.0646313801407814, "rewards/margins": 0.02446945384144783, "rewards/rejected": -0.08910083770751953, "step": 58 }, { "epoch": 0.6012738853503184, "grad_norm": 0.6914296746253967, "learning_rate": 7.993197278911565e-05, "log_odds_chosen": 0.2607879042625427, "log_odds_ratio": -0.5879091024398804, "logits/chosen": -0.26178666949272156, "logits/rejected": -0.2836032807826996, "logps/chosen": -0.60906583070755, "logps/rejected": -0.7373634576797485, "loss": 0.7941, "nll_loss": 0.7352855801582336, "rewards/accuracies": 0.75, "rewards/chosen": -0.060906581580638885, "rewards/margins": 0.012829765677452087, "rewards/rejected": -0.07373635470867157, "step": 59 }, { "epoch": 0.6114649681528662, "grad_norm": 0.49855294823646545, "learning_rate": 7.959183673469388e-05, "log_odds_chosen": 0.17502906918525696, "log_odds_ratio": -0.6250565648078918, "logits/chosen": -0.27342450618743896, "logits/rejected": -0.2793465256690979, "logps/chosen": -0.643248975276947, "logps/rejected": -0.7312005162239075, "loss": 0.8101, "nll_loss": 0.7475584149360657, "rewards/accuracies": 0.625, "rewards/chosen": -0.06432489305734634, "rewards/margins": 0.008795149624347687, "rewards/rejected": -0.07312005013227463, "step": 60 }, { "epoch": 0.621656050955414, "grad_norm": 0.623975396156311, "learning_rate": 7.925170068027211e-05, "log_odds_chosen": 0.20475000143051147, "log_odds_ratio": -0.6119533181190491, "logits/chosen": -0.2819938361644745, "logits/rejected": -0.2693704068660736, "logps/chosen": -0.6357014179229736, "logps/rejected": -0.7285926342010498, "loss": 0.7994, "nll_loss": 0.7381711602210999, "rewards/accuracies": 0.625, "rewards/chosen": -0.06357015669345856, "rewards/margins": 0.009289107285439968, "rewards/rejected": -0.0728592500090599, "step": 61 }, { "epoch": 0.6318471337579618, "grad_norm": 0.63492351770401, "learning_rate": 7.891156462585034e-05, "log_odds_chosen": 0.22653746604919434, "log_odds_ratio": -0.5998401045799255, "logits/chosen": -0.2391633242368698, "logits/rejected": -0.22683343291282654, "logps/chosen": -0.6707414388656616, "logps/rejected": -0.7814602255821228, "loss": 0.8376, "nll_loss": 0.7776267528533936, "rewards/accuracies": 0.78125, "rewards/chosen": -0.06707413494586945, "rewards/margins": 0.011071886867284775, "rewards/rejected": -0.07814602553844452, "step": 62 } ], "logging_steps": 1, "max_steps": 294, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 1, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }