|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 273, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.11, |
|
"grad_norm": 498.0, |
|
"learning_rate": 5.000000000000001e-07, |
|
"log_odds_chosen": 0.2863905131816864, |
|
"log_odds_ratio": -0.5870538949966431, |
|
"logits/chosen": -2.007096767425537, |
|
"logits/rejected": -2.008589029312134, |
|
"logps/chosen": -0.9226220846176147, |
|
"logps/rejected": -1.105508804321289, |
|
"loss": 3.8837, |
|
"nll_loss": 4.084702491760254, |
|
"rewards/accuracies": 0.7250000238418579, |
|
"rewards/chosen": -0.04613110423088074, |
|
"rewards/margins": 0.009144341573119164, |
|
"rewards/rejected": -0.05527544766664505, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.22, |
|
"grad_norm": 50.5, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"log_odds_chosen": 0.3382885456085205, |
|
"log_odds_ratio": -0.5765059590339661, |
|
"logits/chosen": -2.6738319396972656, |
|
"logits/rejected": -2.6777594089508057, |
|
"logps/chosen": -0.902550220489502, |
|
"logps/rejected": -1.1331396102905273, |
|
"loss": 1.6578, |
|
"nll_loss": 1.7452325820922852, |
|
"rewards/accuracies": 0.7749999761581421, |
|
"rewards/chosen": -0.0451275110244751, |
|
"rewards/margins": 0.011529467068612576, |
|
"rewards/rejected": -0.05665697902441025, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"grad_norm": 2.140625, |
|
"learning_rate": 1.5e-06, |
|
"log_odds_chosen": 0.2815089225769043, |
|
"log_odds_ratio": -0.5875880122184753, |
|
"logits/chosen": -2.437102794647217, |
|
"logits/rejected": -2.4390525817871094, |
|
"logps/chosen": -0.8905347585678101, |
|
"logps/rejected": -1.0546678304672241, |
|
"loss": 0.5865, |
|
"nll_loss": 0.5374206900596619, |
|
"rewards/accuracies": 0.7250000238418579, |
|
"rewards/chosen": -0.044526733458042145, |
|
"rewards/margins": 0.008206663653254509, |
|
"rewards/rejected": -0.0527334026992321, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"grad_norm": 1.796875, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"log_odds_chosen": 0.3029056787490845, |
|
"log_odds_ratio": -0.6036669611930847, |
|
"logits/chosen": -2.1445510387420654, |
|
"logits/rejected": -2.166757583618164, |
|
"logps/chosen": -0.9048384428024292, |
|
"logps/rejected": -1.0757750272750854, |
|
"loss": 0.5633, |
|
"nll_loss": 0.5419524908065796, |
|
"rewards/accuracies": 0.7250000238418579, |
|
"rewards/chosen": -0.04524192586541176, |
|
"rewards/margins": 0.008546831086277962, |
|
"rewards/rejected": -0.05378875881433487, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"grad_norm": 1.6796875, |
|
"learning_rate": 2.5e-06, |
|
"log_odds_chosen": 0.2378097027540207, |
|
"log_odds_ratio": -0.630806565284729, |
|
"logits/chosen": -1.8973627090454102, |
|
"logits/rejected": -1.934752106666565, |
|
"logps/chosen": -0.8510879278182983, |
|
"logps/rejected": -1.0084228515625, |
|
"loss": 0.5498, |
|
"nll_loss": 0.47691044211387634, |
|
"rewards/accuracies": 0.675000011920929, |
|
"rewards/chosen": -0.042554400861263275, |
|
"rewards/margins": 0.007866747677326202, |
|
"rewards/rejected": -0.050421155989170074, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.66, |
|
"grad_norm": 1.7265625, |
|
"learning_rate": 3e-06, |
|
"log_odds_chosen": 0.34561508893966675, |
|
"log_odds_ratio": -0.5882634520530701, |
|
"logits/chosen": -1.789703369140625, |
|
"logits/rejected": -1.8299936056137085, |
|
"logps/chosen": -0.8602263331413269, |
|
"logps/rejected": -1.0266495943069458, |
|
"loss": 0.5348, |
|
"nll_loss": 0.4759138524532318, |
|
"rewards/accuracies": 0.7749999761581421, |
|
"rewards/chosen": -0.043011318892240524, |
|
"rewards/margins": 0.008321164175868034, |
|
"rewards/rejected": -0.05133248120546341, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"grad_norm": 1.5703125, |
|
"learning_rate": 3.5e-06, |
|
"log_odds_chosen": 0.306732177734375, |
|
"log_odds_ratio": -0.6226531267166138, |
|
"logits/chosen": -1.8786418437957764, |
|
"logits/rejected": -1.9659067392349243, |
|
"logps/chosen": -0.8097027540206909, |
|
"logps/rejected": -0.9237287640571594, |
|
"loss": 0.5199, |
|
"nll_loss": 0.47153204679489136, |
|
"rewards/accuracies": 0.6000000238418579, |
|
"rewards/chosen": -0.040485139936208725, |
|
"rewards/margins": 0.005701296962797642, |
|
"rewards/rejected": -0.04618643969297409, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"grad_norm": 1.5703125, |
|
"learning_rate": 4.000000000000001e-06, |
|
"log_odds_chosen": 0.46479716897010803, |
|
"log_odds_ratio": -0.5484603047370911, |
|
"logits/chosen": -1.894330382347107, |
|
"logits/rejected": -1.9072799682617188, |
|
"logps/chosen": -0.8353139758110046, |
|
"logps/rejected": -1.0923199653625488, |
|
"loss": 0.5272, |
|
"nll_loss": 0.49910029768943787, |
|
"rewards/accuracies": 0.75, |
|
"rewards/chosen": -0.04176569730043411, |
|
"rewards/margins": 0.012850301340222359, |
|
"rewards/rejected": -0.05461599677801132, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"grad_norm": 1.5703125, |
|
"learning_rate": 4.5e-06, |
|
"log_odds_chosen": 0.46429938077926636, |
|
"log_odds_ratio": -0.561553418636322, |
|
"logits/chosen": -1.9992767572402954, |
|
"logits/rejected": -2.0206494331359863, |
|
"logps/chosen": -0.7664617300033569, |
|
"logps/rejected": -0.9973196983337402, |
|
"loss": 0.5236, |
|
"nll_loss": 0.47519445419311523, |
|
"rewards/accuracies": 0.75, |
|
"rewards/chosen": -0.038323089480400085, |
|
"rewards/margins": 0.01154289674013853, |
|
"rewards/rejected": -0.04986598342657089, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"grad_norm": 1.75, |
|
"learning_rate": 5e-06, |
|
"log_odds_chosen": 0.357390433549881, |
|
"log_odds_ratio": -0.5652999877929688, |
|
"logits/chosen": -1.8920485973358154, |
|
"logits/rejected": -1.9230598211288452, |
|
"logps/chosen": -0.7654845118522644, |
|
"logps/rejected": -0.9835049510002136, |
|
"loss": 0.4967, |
|
"nll_loss": 0.4664408266544342, |
|
"rewards/accuracies": 0.7250000238418579, |
|
"rewards/chosen": -0.03827423229813576, |
|
"rewards/margins": 0.010901018045842648, |
|
"rewards/rejected": -0.04917524382472038, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"grad_norm": 1.6015625, |
|
"learning_rate": 4.767312946227961e-06, |
|
"log_odds_chosen": 0.2798970341682434, |
|
"log_odds_ratio": -0.5895387530326843, |
|
"logits/chosen": -1.9187400341033936, |
|
"logits/rejected": -1.9244420528411865, |
|
"logps/chosen": -0.8067512512207031, |
|
"logps/rejected": -0.9561241269111633, |
|
"loss": 0.4901, |
|
"nll_loss": 0.6010779738426208, |
|
"rewards/accuracies": 0.6499999761581421, |
|
"rewards/chosen": -0.040337562561035156, |
|
"rewards/margins": 0.007468645926564932, |
|
"rewards/rejected": -0.047806207090616226, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.32, |
|
"grad_norm": 1.78125, |
|
"learning_rate": 4.564354645876385e-06, |
|
"log_odds_chosen": 0.6895818114280701, |
|
"log_odds_ratio": -0.45160675048828125, |
|
"logits/chosen": -1.7748291492462158, |
|
"logits/rejected": -1.8056682348251343, |
|
"logps/chosen": -0.7309473752975464, |
|
"logps/rejected": -1.0976765155792236, |
|
"loss": 0.4873, |
|
"nll_loss": 0.4398137629032135, |
|
"rewards/accuracies": 0.875, |
|
"rewards/chosen": -0.03654736652970314, |
|
"rewards/margins": 0.018336456269025803, |
|
"rewards/rejected": -0.054883819073438644, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"grad_norm": 1.7890625, |
|
"learning_rate": 4.385290096535147e-06, |
|
"log_odds_chosen": 0.658761203289032, |
|
"log_odds_ratio": -0.47310584783554077, |
|
"logits/chosen": -1.9612312316894531, |
|
"logits/rejected": -1.9696747064590454, |
|
"logps/chosen": -0.7409031987190247, |
|
"logps/rejected": -1.0737724304199219, |
|
"loss": 0.4918, |
|
"nll_loss": 0.43778449296951294, |
|
"rewards/accuracies": 0.8999999761581421, |
|
"rewards/chosen": -0.037045158445835114, |
|
"rewards/margins": 0.016643470153212547, |
|
"rewards/rejected": -0.05368863418698311, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"grad_norm": 1.75, |
|
"learning_rate": 4.2257712736425835e-06, |
|
"log_odds_chosen": 0.5739403367042542, |
|
"log_odds_ratio": -0.5177870988845825, |
|
"logits/chosen": -1.7142318487167358, |
|
"logits/rejected": -1.7519795894622803, |
|
"logps/chosen": -0.724389374256134, |
|
"logps/rejected": -1.0089597702026367, |
|
"loss": 0.475, |
|
"nll_loss": 0.4226527214050293, |
|
"rewards/accuracies": 0.875, |
|
"rewards/chosen": -0.03621947020292282, |
|
"rewards/margins": 0.014228522777557373, |
|
"rewards/rejected": -0.050447989255189896, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"grad_norm": 1.53125, |
|
"learning_rate": 4.082482904638631e-06, |
|
"log_odds_chosen": 0.437107652425766, |
|
"log_odds_ratio": -0.5386956334114075, |
|
"logits/chosen": -1.970740556716919, |
|
"logits/rejected": -2.0762734413146973, |
|
"logps/chosen": -0.736059308052063, |
|
"logps/rejected": -0.9635001420974731, |
|
"loss": 0.4783, |
|
"nll_loss": 0.4815542697906494, |
|
"rewards/accuracies": 0.7250000238418579, |
|
"rewards/chosen": -0.03680296614766121, |
|
"rewards/margins": 0.011372040025889874, |
|
"rewards/rejected": -0.04817500710487366, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"grad_norm": 1.6484375, |
|
"learning_rate": 3.952847075210474e-06, |
|
"log_odds_chosen": 0.25039786100387573, |
|
"log_odds_ratio": -0.6173754334449768, |
|
"logits/chosen": -1.8762115240097046, |
|
"logits/rejected": -1.9119548797607422, |
|
"logps/chosen": -0.8681584596633911, |
|
"logps/rejected": -1.0069737434387207, |
|
"loss": 0.4902, |
|
"nll_loss": 0.4779680371284485, |
|
"rewards/accuracies": 0.75, |
|
"rewards/chosen": -0.043407924473285675, |
|
"rewards/margins": 0.006940762512385845, |
|
"rewards/rejected": -0.050348687916994095, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.87, |
|
"grad_norm": 1.8046875, |
|
"learning_rate": 3.834824944236852e-06, |
|
"log_odds_chosen": 0.8294051885604858, |
|
"log_odds_ratio": -0.4564356803894043, |
|
"logits/chosen": -1.9998172521591187, |
|
"logits/rejected": -2.012346029281616, |
|
"logps/chosen": -0.7080036997795105, |
|
"logps/rejected": -1.075842022895813, |
|
"loss": 0.4728, |
|
"nll_loss": 0.4948364198207855, |
|
"rewards/accuracies": 0.824999988079071, |
|
"rewards/chosen": -0.035400185734033585, |
|
"rewards/margins": 0.018391914665699005, |
|
"rewards/rejected": -0.05379210039973259, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"grad_norm": 1.5234375, |
|
"learning_rate": 3.72677996249965e-06, |
|
"log_odds_chosen": 0.6013724207878113, |
|
"log_odds_ratio": -0.5433425307273865, |
|
"logits/chosen": -1.8251736164093018, |
|
"logits/rejected": -1.8962123394012451, |
|
"logps/chosen": -0.7299692034721375, |
|
"logps/rejected": -1.0021026134490967, |
|
"loss": 0.4729, |
|
"nll_loss": 0.419732004404068, |
|
"rewards/accuracies": 0.75, |
|
"rewards/chosen": -0.036498457193374634, |
|
"rewards/margins": 0.013606672175228596, |
|
"rewards/rejected": -0.05010513216257095, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"grad_norm": 1.9921875, |
|
"learning_rate": 3.6273812505500587e-06, |
|
"log_odds_chosen": 0.9894807934761047, |
|
"log_odds_ratio": -0.3992963433265686, |
|
"logits/chosen": -1.8533046245574951, |
|
"logits/rejected": -1.8780378103256226, |
|
"logps/chosen": -0.6669403314590454, |
|
"logps/rejected": -1.1133853197097778, |
|
"loss": 0.441, |
|
"nll_loss": 0.40508294105529785, |
|
"rewards/accuracies": 0.949999988079071, |
|
"rewards/chosen": -0.03334701806306839, |
|
"rewards/margins": 0.02232225239276886, |
|
"rewards/rejected": -0.05566927045583725, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"grad_norm": 1.6015625, |
|
"learning_rate": 3.5355339059327378e-06, |
|
"log_odds_chosen": 0.7237910032272339, |
|
"log_odds_ratio": -0.43176889419555664, |
|
"logits/chosen": -1.7843163013458252, |
|
"logits/rejected": -1.8297704458236694, |
|
"logps/chosen": -0.6735831499099731, |
|
"logps/rejected": -1.0497777462005615, |
|
"loss": 0.4287, |
|
"nll_loss": 0.4101743698120117, |
|
"rewards/accuracies": 0.925000011920929, |
|
"rewards/chosen": -0.033679161220788956, |
|
"rewards/margins": 0.01880973018705845, |
|
"rewards/rejected": -0.052488893270492554, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"grad_norm": 1.6796875, |
|
"learning_rate": 3.450327796711771e-06, |
|
"log_odds_chosen": 0.6548705101013184, |
|
"log_odds_ratio": -0.4936867654323578, |
|
"logits/chosen": -1.9768335819244385, |
|
"logits/rejected": -1.964470624923706, |
|
"logps/chosen": -0.7660457491874695, |
|
"logps/rejected": -1.0849239826202393, |
|
"loss": 0.4251, |
|
"nll_loss": 0.4697703421115875, |
|
"rewards/accuracies": 0.824999988079071, |
|
"rewards/chosen": -0.03830229118466377, |
|
"rewards/margins": 0.01594390906393528, |
|
"rewards/rejected": -0.0542462058365345, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"grad_norm": 1.7109375, |
|
"learning_rate": 3.3709993123162106e-06, |
|
"log_odds_chosen": 0.9413236379623413, |
|
"log_odds_ratio": -0.3946041464805603, |
|
"logits/chosen": -1.8952887058258057, |
|
"logits/rejected": -1.9475895166397095, |
|
"logps/chosen": -0.6552693247795105, |
|
"logps/rejected": -1.1159121990203857, |
|
"loss": 0.4313, |
|
"nll_loss": 0.44144296646118164, |
|
"rewards/accuracies": 0.925000011920929, |
|
"rewards/chosen": -0.032763466238975525, |
|
"rewards/margins": 0.023032139986753464, |
|
"rewards/rejected": -0.05579560995101929, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"grad_norm": 1.71875, |
|
"learning_rate": 3.296902366978936e-06, |
|
"log_odds_chosen": 0.8275907635688782, |
|
"log_odds_ratio": -0.4250548481941223, |
|
"logits/chosen": -1.8575712442398071, |
|
"logits/rejected": -1.9162076711654663, |
|
"logps/chosen": -0.6322061419487, |
|
"logps/rejected": -1.0946836471557617, |
|
"loss": 0.4229, |
|
"nll_loss": 0.3766014575958252, |
|
"rewards/accuracies": 0.824999988079071, |
|
"rewards/chosen": -0.03161030635237694, |
|
"rewards/margins": 0.023123880848288536, |
|
"rewards/rejected": -0.05473419278860092, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 2.64, |
|
"grad_norm": 1.828125, |
|
"learning_rate": 3.2274861218395142e-06, |
|
"log_odds_chosen": 0.7520133852958679, |
|
"log_odds_ratio": -0.45257338881492615, |
|
"logits/chosen": -1.8115984201431274, |
|
"logits/rejected": -1.8446438312530518, |
|
"logps/chosen": -0.7262736558914185, |
|
"logps/rejected": -1.1011757850646973, |
|
"loss": 0.423, |
|
"nll_loss": 0.4082041382789612, |
|
"rewards/accuracies": 0.875, |
|
"rewards/chosen": -0.03631368279457092, |
|
"rewards/margins": 0.01874510571360588, |
|
"rewards/rejected": -0.055058788508176804, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"grad_norm": 1.765625, |
|
"learning_rate": 3.1622776601683796e-06, |
|
"log_odds_chosen": 0.9655596017837524, |
|
"log_odds_ratio": -0.42737776041030884, |
|
"logits/chosen": -1.9757699966430664, |
|
"logits/rejected": -1.9998546838760376, |
|
"logps/chosen": -0.6736587285995483, |
|
"logps/rejected": -1.1431043148040771, |
|
"loss": 0.4281, |
|
"nll_loss": 0.4197885990142822, |
|
"rewards/accuracies": 0.8999999761581421, |
|
"rewards/chosen": -0.0336829349398613, |
|
"rewards/margins": 0.023472286760807037, |
|
"rewards/rejected": -0.057155221700668335, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"grad_norm": 1.953125, |
|
"learning_rate": 3.1008683647302113e-06, |
|
"log_odds_chosen": 1.018965482711792, |
|
"log_odds_ratio": -0.3666786551475525, |
|
"logits/chosen": -1.9215749502182007, |
|
"logits/rejected": -1.9601131677627563, |
|
"logps/chosen": -0.5990187525749207, |
|
"logps/rejected": -1.1184070110321045, |
|
"loss": 0.421, |
|
"nll_loss": 0.39652419090270996, |
|
"rewards/accuracies": 0.925000011920929, |
|
"rewards/chosen": -0.0299509409815073, |
|
"rewards/margins": 0.025969412177801132, |
|
"rewards/rejected": -0.055920351296663284, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"grad_norm": 1.84375, |
|
"learning_rate": 3.0429030972509227e-06, |
|
"log_odds_chosen": 0.7740264534950256, |
|
"log_odds_ratio": -0.44708919525146484, |
|
"logits/chosen": -1.8729135990142822, |
|
"logits/rejected": -1.9034210443496704, |
|
"logps/chosen": -0.6478686332702637, |
|
"logps/rejected": -0.9832038879394531, |
|
"loss": 0.4251, |
|
"nll_loss": 0.4181249141693115, |
|
"rewards/accuracies": 0.8999999761581421, |
|
"rewards/chosen": -0.0323934331536293, |
|
"rewards/margins": 0.016766764223575592, |
|
"rewards/rejected": -0.0491601899266243, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 273, |
|
"total_flos": 0.0, |
|
"train_loss": 0.649145109749539, |
|
"train_runtime": 4268.1705, |
|
"train_samples_per_second": 8.104, |
|
"train_steps_per_second": 0.064 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 273, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"total_flos": 0.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|