selective-pairrm-33045197-mt0 / trainer_state.json
wxzhang's picture
Model save
1ec4438 verified
raw history blame
No virus
17.7 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9984,
"eval_steps": 100,
"global_step": 312,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 1.5625e-08,
"logits/chosen": -2.6282742023468018,
"logits/rejected": -2.6322691440582275,
"logps/chosen": -400.73358154296875,
"logps/rejected": -385.47198486328125,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.03,
"learning_rate": 1.5624999999999999e-07,
"logits/chosen": -2.60478138923645,
"logits/rejected": -2.5875940322875977,
"logps/chosen": -383.8570556640625,
"logps/rejected": -403.23974609375,
"loss": 0.693,
"rewards/accuracies": 0.4305555522441864,
"rewards/chosen": 0.0001632043713470921,
"rewards/margins": -6.321006367215887e-05,
"rewards/rejected": 0.0002264144568471238,
"step": 10
},
{
"epoch": 0.06,
"learning_rate": 3.1249999999999997e-07,
"logits/chosen": -2.618523359298706,
"logits/rejected": -2.6062684059143066,
"logps/chosen": -400.2876892089844,
"logps/rejected": -425.55078125,
"loss": 0.693,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.000641118735074997,
"rewards/margins": -7.16630820534192e-05,
"rewards/rejected": 0.0007127817953005433,
"step": 20
},
{
"epoch": 0.1,
"learning_rate": 4.6874999999999996e-07,
"logits/chosen": -2.552297830581665,
"logits/rejected": -2.536328077316284,
"logps/chosen": -371.4658508300781,
"logps/rejected": -386.770751953125,
"loss": 0.6926,
"rewards/accuracies": 0.543749988079071,
"rewards/chosen": 0.004528197459876537,
"rewards/margins": 0.001459120074287057,
"rewards/rejected": 0.0030690771527588367,
"step": 30
},
{
"epoch": 0.13,
"learning_rate": 4.989935734988097e-07,
"logits/chosen": -2.591301441192627,
"logits/rejected": -2.6019530296325684,
"logps/chosen": -371.7442321777344,
"logps/rejected": -381.6260986328125,
"loss": 0.6914,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": 0.0025075082667171955,
"rewards/margins": 0.0020256205461919308,
"rewards/rejected": 0.00048188763321377337,
"step": 40
},
{
"epoch": 0.16,
"learning_rate": 4.949188496058089e-07,
"logits/chosen": -2.6773521900177,
"logits/rejected": -2.6721460819244385,
"logps/chosen": -387.83477783203125,
"logps/rejected": -402.6687927246094,
"loss": 0.688,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": 0.011017683893442154,
"rewards/margins": 0.013887738808989525,
"rewards/rejected": -0.002870055614039302,
"step": 50
},
{
"epoch": 0.19,
"learning_rate": 4.877641290737883e-07,
"logits/chosen": -2.7053120136260986,
"logits/rejected": -2.7033491134643555,
"logps/chosen": -391.2000427246094,
"logps/rejected": -417.63751220703125,
"loss": 0.6902,
"rewards/accuracies": 0.59375,
"rewards/chosen": 0.0010398384183645248,
"rewards/margins": 0.009658296592533588,
"rewards/rejected": -0.008618457242846489,
"step": 60
},
{
"epoch": 0.22,
"learning_rate": 4.776193866647039e-07,
"logits/chosen": -2.7314000129699707,
"logits/rejected": -2.742297649383545,
"logps/chosen": -418.1868591308594,
"logps/rejected": -433.50653076171875,
"loss": 0.6843,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.015087150037288666,
"rewards/margins": 0.02047603204846382,
"rewards/rejected": -0.03556318208575249,
"step": 70
},
{
"epoch": 0.26,
"learning_rate": 4.646121984004665e-07,
"logits/chosen": -2.7759556770324707,
"logits/rejected": -2.7733349800109863,
"logps/chosen": -398.1673583984375,
"logps/rejected": -409.0989685058594,
"loss": 0.6819,
"rewards/accuracies": 0.6187499761581421,
"rewards/chosen": -0.03768505901098251,
"rewards/margins": 0.025433484464883804,
"rewards/rejected": -0.06311853975057602,
"step": 80
},
{
"epoch": 0.29,
"learning_rate": 4.489061372204452e-07,
"logits/chosen": -2.828214645385742,
"logits/rejected": -2.831789255142212,
"logps/chosen": -423.423828125,
"logps/rejected": -433.41729736328125,
"loss": 0.6797,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.053007822483778,
"rewards/margins": 0.03302832692861557,
"rewards/rejected": -0.08603614568710327,
"step": 90
},
{
"epoch": 0.32,
"learning_rate": 4.3069871595684787e-07,
"logits/chosen": -2.896029233932495,
"logits/rejected": -2.893444538116455,
"logps/chosen": -397.0558166503906,
"logps/rejected": -403.83636474609375,
"loss": 0.6786,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -0.04668121784925461,
"rewards/margins": 0.03920525312423706,
"rewards/rejected": -0.08588646352291107,
"step": 100
},
{
"epoch": 0.32,
"eval_logits/chosen": -2.885509967803955,
"eval_logits/rejected": -2.878624677658081,
"eval_logps/chosen": -386.8027038574219,
"eval_logps/rejected": -400.90277099609375,
"eval_loss": 0.6868489980697632,
"eval_rewards/accuracies": 0.5546875,
"eval_rewards/chosen": -0.0868735983967781,
"eval_rewards/margins": 0.014578516595065594,
"eval_rewards/rejected": -0.10145211219787598,
"eval_runtime": 137.4322,
"eval_samples_per_second": 7.276,
"eval_steps_per_second": 0.233,
"step": 100
},
{
"epoch": 0.35,
"learning_rate": 4.10218903496256e-07,
"logits/chosen": -2.863513469696045,
"logits/rejected": -2.8547675609588623,
"logps/chosen": -425.29986572265625,
"logps/rejected": -426.5914611816406,
"loss": 0.6811,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.09437432140111923,
"rewards/margins": 0.027984386309981346,
"rewards/rejected": -0.12235872447490692,
"step": 110
},
{
"epoch": 0.38,
"learning_rate": 3.877242453630256e-07,
"logits/chosen": -2.824404001235962,
"logits/rejected": -2.8097667694091797,
"logps/chosen": -416.0079650878906,
"logps/rejected": -433.6048889160156,
"loss": 0.6758,
"rewards/accuracies": 0.5687500238418579,
"rewards/chosen": -0.09664727002382278,
"rewards/margins": 0.040948256850242615,
"rewards/rejected": -0.137595534324646,
"step": 120
},
{
"epoch": 0.42,
"learning_rate": 3.634976249348867e-07,
"logits/chosen": -2.8867764472961426,
"logits/rejected": -2.891484498977661,
"logps/chosen": -395.841552734375,
"logps/rejected": -422.6394958496094,
"loss": 0.6765,
"rewards/accuracies": 0.59375,
"rewards/chosen": -0.11936166137456894,
"rewards/margins": 0.03277095407247543,
"rewards/rejected": -0.15213260054588318,
"step": 130
},
{
"epoch": 0.45,
"learning_rate": 3.378437060203357e-07,
"logits/chosen": -2.8144431114196777,
"logits/rejected": -2.7991340160369873,
"logps/chosen": -436.4762268066406,
"logps/rejected": -477.21624755859375,
"loss": 0.6759,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.15145839750766754,
"rewards/margins": 0.03745008260011673,
"rewards/rejected": -0.18890848755836487,
"step": 140
},
{
"epoch": 0.48,
"learning_rate": 3.110851015344735e-07,
"logits/chosen": -2.962568759918213,
"logits/rejected": -2.957019090652466,
"logps/chosen": -405.751708984375,
"logps/rejected": -443.404296875,
"loss": 0.6712,
"rewards/accuracies": 0.6187499761581421,
"rewards/chosen": -0.12555965781211853,
"rewards/margins": 0.05261915922164917,
"rewards/rejected": -0.1781788021326065,
"step": 150
},
{
"epoch": 0.51,
"learning_rate": 2.8355831645441387e-07,
"logits/chosen": -2.9129347801208496,
"logits/rejected": -2.9059901237487793,
"logps/chosen": -415.2442321777344,
"logps/rejected": -437.210693359375,
"loss": 0.6699,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.17596140503883362,
"rewards/margins": 0.05255354568362236,
"rewards/rejected": -0.22851495444774628,
"step": 160
},
{
"epoch": 0.54,
"learning_rate": 2.5560951607395126e-07,
"logits/chosen": -2.997249126434326,
"logits/rejected": -3.0022037029266357,
"logps/chosen": -408.9958801269531,
"logps/rejected": -433.72076416015625,
"loss": 0.6712,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -0.16367743909358978,
"rewards/margins": 0.07268272340297699,
"rewards/rejected": -0.23636016249656677,
"step": 170
},
{
"epoch": 0.58,
"learning_rate": 2.2759017277414164e-07,
"logits/chosen": -3.01900315284729,
"logits/rejected": -3.011901378631592,
"logps/chosen": -409.57940673828125,
"logps/rejected": -429.5187072753906,
"loss": 0.6709,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.11230169236660004,
"rewards/margins": 0.061531912535429,
"rewards/rejected": -0.17383362352848053,
"step": 180
},
{
"epoch": 0.61,
"learning_rate": 1.998526460541818e-07,
"logits/chosen": -3.0185275077819824,
"logits/rejected": -2.9947714805603027,
"logps/chosen": -423.85589599609375,
"logps/rejected": -451.7948303222656,
"loss": 0.6638,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.16302022337913513,
"rewards/margins": 0.05766066908836365,
"rewards/rejected": -0.22068090736865997,
"step": 190
},
{
"epoch": 0.64,
"learning_rate": 1.7274575140626315e-07,
"logits/chosen": -3.038890838623047,
"logits/rejected": -3.028480052947998,
"logps/chosen": -393.0187072753906,
"logps/rejected": -410.3246154785156,
"loss": 0.6615,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": -0.19790220260620117,
"rewards/margins": 0.04545364901423454,
"rewards/rejected": -0.24335582554340363,
"step": 200
},
{
"epoch": 0.64,
"eval_logits/chosen": -3.067202568054199,
"eval_logits/rejected": -3.0606539249420166,
"eval_logps/chosen": -396.62066650390625,
"eval_logps/rejected": -412.20208740234375,
"eval_loss": 0.6828470826148987,
"eval_rewards/accuracies": 0.59375,
"eval_rewards/chosen": -0.1850530207157135,
"eval_rewards/margins": 0.029392333701252937,
"eval_rewards/rejected": -0.2144453525543213,
"eval_runtime": 136.2085,
"eval_samples_per_second": 7.342,
"eval_steps_per_second": 0.235,
"step": 200
},
{
"epoch": 0.67,
"learning_rate": 1.4661037375836987e-07,
"logits/chosen": -3.0557608604431152,
"logits/rejected": -3.044783353805542,
"logps/chosen": -411.9776916503906,
"logps/rejected": -446.8324279785156,
"loss": 0.6619,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": -0.1823655068874359,
"rewards/margins": 0.09753072261810303,
"rewards/rejected": -0.27989625930786133,
"step": 210
},
{
"epoch": 0.7,
"learning_rate": 1.2177518064852348e-07,
"logits/chosen": -3.064290761947632,
"logits/rejected": -3.0677173137664795,
"logps/chosen": -410.56231689453125,
"logps/rejected": -445.7730407714844,
"loss": 0.6571,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.161437526345253,
"rewards/margins": 0.10264303535223007,
"rewards/rejected": -0.26408058404922485,
"step": 220
},
{
"epoch": 0.74,
"learning_rate": 9.855248903979505e-08,
"logits/chosen": -3.098358392715454,
"logits/rejected": -3.089136838912964,
"logps/chosen": -410.40423583984375,
"logps/rejected": -428.3938903808594,
"loss": 0.6646,
"rewards/accuracies": 0.643750011920929,
"rewards/chosen": -0.13886065781116486,
"rewards/margins": 0.08097346127033234,
"rewards/rejected": -0.2198341190814972,
"step": 230
},
{
"epoch": 0.77,
"learning_rate": 7.723433775328384e-08,
"logits/chosen": -3.098928928375244,
"logits/rejected": -3.0982117652893066,
"logps/chosen": -399.87091064453125,
"logps/rejected": -431.13653564453125,
"loss": 0.6548,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.18533360958099365,
"rewards/margins": 0.10331207513809204,
"rewards/rejected": -0.2886456847190857,
"step": 240
},
{
"epoch": 0.8,
"learning_rate": 5.808881491049722e-08,
"logits/chosen": -3.0935721397399902,
"logits/rejected": -3.0877461433410645,
"logps/chosen": -394.9942321777344,
"logps/rejected": -434.58526611328125,
"loss": 0.6504,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -0.19627241790294647,
"rewards/margins": 0.14824633300304413,
"rewards/rejected": -0.3445187509059906,
"step": 250
},
{
"epoch": 0.83,
"learning_rate": 4.1356686569674335e-08,
"logits/chosen": -3.061063051223755,
"logits/rejected": -3.0640881061553955,
"logps/chosen": -450.4789123535156,
"logps/rejected": -484.6214904785156,
"loss": 0.6588,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": -0.2441820651292801,
"rewards/margins": 0.12522391974925995,
"rewards/rejected": -0.36940592527389526,
"step": 260
},
{
"epoch": 0.86,
"learning_rate": 2.724836895290805e-08,
"logits/chosen": -3.136080265045166,
"logits/rejected": -3.135943651199341,
"logps/chosen": -392.79010009765625,
"logps/rejected": -411.1092224121094,
"loss": 0.6535,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.17221376299858093,
"rewards/margins": 0.06714353710412979,
"rewards/rejected": -0.23935727775096893,
"step": 270
},
{
"epoch": 0.9,
"learning_rate": 1.5941282340065697e-08,
"logits/chosen": -3.0997986793518066,
"logits/rejected": -3.0961849689483643,
"logps/chosen": -427.6429138183594,
"logps/rejected": -467.4734802246094,
"loss": 0.6493,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.2281384915113449,
"rewards/margins": 0.09002666175365448,
"rewards/rejected": -0.318165123462677,
"step": 280
},
{
"epoch": 0.93,
"learning_rate": 7.577619905828281e-09,
"logits/chosen": -3.1325037479400635,
"logits/rejected": -3.138279438018799,
"logps/chosen": -394.94561767578125,
"logps/rejected": -414.731201171875,
"loss": 0.6651,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.2411809265613556,
"rewards/margins": 0.07669158279895782,
"rewards/rejected": -0.31787246465682983,
"step": 290
},
{
"epoch": 0.96,
"learning_rate": 2.2625595580163247e-09,
"logits/chosen": -3.1289730072021484,
"logits/rejected": -3.099738597869873,
"logps/chosen": -440.1055603027344,
"logps/rejected": -485.18463134765625,
"loss": 0.6539,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.1983877271413803,
"rewards/margins": 0.13716521859169006,
"rewards/rejected": -0.3355529308319092,
"step": 300
},
{
"epoch": 0.96,
"eval_logits/chosen": -3.170891523361206,
"eval_logits/rejected": -3.164473295211792,
"eval_logps/chosen": -401.33953857421875,
"eval_logps/rejected": -417.6891784667969,
"eval_loss": 0.6821330785751343,
"eval_rewards/accuracies": 0.60546875,
"eval_rewards/chosen": -0.23224163055419922,
"eval_rewards/margins": 0.03707445412874222,
"eval_rewards/rejected": -0.2693161070346832,
"eval_runtime": 136.3294,
"eval_samples_per_second": 7.335,
"eval_steps_per_second": 0.235,
"step": 300
},
{
"epoch": 0.99,
"learning_rate": 6.294126437336733e-11,
"logits/chosen": -3.1333985328674316,
"logits/rejected": -3.1103413105010986,
"logps/chosen": -421.52532958984375,
"logps/rejected": -455.3125,
"loss": 0.6618,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.2057611495256424,
"rewards/margins": 0.10267385095357895,
"rewards/rejected": -0.30843502283096313,
"step": 310
},
{
"epoch": 1.0,
"step": 312,
"total_flos": 0.0,
"train_loss": 0.6714850996549313,
"train_runtime": 5456.9379,
"train_samples_per_second": 3.664,
"train_steps_per_second": 0.057
}
],
"logging_steps": 10,
"max_steps": 312,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}