k-r-l's picture
Training in progress, step 21, checkpoint
e9099fb verified
raw
history blame
No virus
14.4 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.2140127388535032,
"eval_steps": 500,
"global_step": 21,
"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
}
],
"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
}