zephyr-dpo-timedial / trainer_state.json
EllieS's picture
Model save
e4d1012 verified
raw
history blame
16.2 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.998272884283247,
"eval_steps": 100,
"global_step": 289,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"grad_norm": 0.314453125,
"learning_rate": 1.7241379310344828e-07,
"logits/chosen": -2.648426055908203,
"logits/rejected": -2.6488823890686035,
"logps/chosen": -29.924301147460938,
"logps/rejected": -43.789119720458984,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.03,
"grad_norm": 0.294921875,
"learning_rate": 1.724137931034483e-06,
"logits/chosen": -2.791017532348633,
"logits/rejected": -2.792222023010254,
"logps/chosen": -30.778282165527344,
"logps/rejected": -44.59426498413086,
"loss": 0.6929,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.0004109032452106476,
"rewards/margins": 0.0004249625199008733,
"rewards/rejected": -1.4059260138310492e-05,
"step": 10
},
{
"epoch": 0.07,
"grad_norm": 0.3203125,
"learning_rate": 3.448275862068966e-06,
"logits/chosen": -2.8013782501220703,
"logits/rejected": -2.80298113822937,
"logps/chosen": -30.407978057861328,
"logps/rejected": -46.99640655517578,
"loss": 0.6919,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": 0.0021479069255292416,
"rewards/margins": 0.0025836334098130465,
"rewards/rejected": -0.00043572625145316124,
"step": 20
},
{
"epoch": 0.1,
"grad_norm": 0.30078125,
"learning_rate": 4.999817502139027e-06,
"logits/chosen": -2.8514046669006348,
"logits/rejected": -2.851513385772705,
"logps/chosen": -29.340972900390625,
"logps/rejected": -46.38640594482422,
"loss": 0.6853,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.016690988093614578,
"rewards/margins": 0.01585637591779232,
"rewards/rejected": 0.0008346118847839534,
"step": 30
},
{
"epoch": 0.14,
"grad_norm": 0.34765625,
"learning_rate": 4.977949980164773e-06,
"logits/chosen": -2.77081036567688,
"logits/rejected": -2.7683987617492676,
"logps/chosen": -24.99424934387207,
"logps/rejected": -43.76649475097656,
"loss": 0.6703,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.05648866295814514,
"rewards/margins": 0.04632381349802017,
"rewards/rejected": 0.010164851322770119,
"step": 40
},
{
"epoch": 0.17,
"grad_norm": 0.53125,
"learning_rate": 4.919948367622307e-06,
"logits/chosen": -2.826796054840088,
"logits/rejected": -2.8314404487609863,
"logps/chosen": -20.64249610900879,
"logps/rejected": -46.383785247802734,
"loss": 0.6438,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.09788469970226288,
"rewards/margins": 0.10135942697525024,
"rewards/rejected": -0.003474730532616377,
"step": 50
},
{
"epoch": 0.21,
"grad_norm": 0.57421875,
"learning_rate": 4.8266584586307555e-06,
"logits/chosen": -2.835439682006836,
"logits/rejected": -2.8375213146209717,
"logps/chosen": -19.745527267456055,
"logps/rejected": -48.08259582519531,
"loss": 0.6272,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.10895518958568573,
"rewards/margins": 0.13693755865097046,
"rewards/rejected": -0.02798236906528473,
"step": 60
},
{
"epoch": 0.24,
"grad_norm": 0.80859375,
"learning_rate": 4.699440630133794e-06,
"logits/chosen": -2.8537039756774902,
"logits/rejected": -2.8549795150756836,
"logps/chosen": -16.767593383789062,
"logps/rejected": -53.961273193359375,
"loss": 0.5912,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.13634786009788513,
"rewards/margins": 0.2162630558013916,
"rewards/rejected": -0.07991518080234528,
"step": 70
},
{
"epoch": 0.28,
"grad_norm": 0.7109375,
"learning_rate": 4.5401500045405126e-06,
"logits/chosen": -2.7856647968292236,
"logits/rejected": -2.7866556644439697,
"logps/chosen": -10.72642993927002,
"logps/rejected": -63.57000732421875,
"loss": 0.522,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.20102627575397491,
"rewards/margins": 0.37968239188194275,
"rewards/rejected": -0.17865613102912903,
"step": 80
},
{
"epoch": 0.31,
"grad_norm": 0.73828125,
"learning_rate": 4.351109397863309e-06,
"logits/chosen": -2.784008026123047,
"logits/rejected": -2.7872986793518066,
"logps/chosen": -4.303569793701172,
"logps/rejected": -73.54255676269531,
"loss": 0.4602,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.26261404156684875,
"rewards/margins": 0.5405046343803406,
"rewards/rejected": -0.277890682220459,
"step": 90
},
{
"epoch": 0.35,
"grad_norm": 0.671875,
"learning_rate": 4.135075447829912e-06,
"logits/chosen": -2.7918694019317627,
"logits/rejected": -2.797271490097046,
"logps/chosen": -2.3328211307525635,
"logps/rejected": -88.87330627441406,
"loss": 0.3995,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2833644449710846,
"rewards/margins": 0.7134484052658081,
"rewards/rejected": -0.4300839304924011,
"step": 100
},
{
"epoch": 0.35,
"eval_logits/chosen": -2.780285358428955,
"eval_logits/rejected": -2.7814674377441406,
"eval_logps/chosen": -1.9368014335632324,
"eval_logps/rejected": -97.03541564941406,
"eval_loss": 0.3704952299594879,
"eval_rewards/accuracies": 1.0,
"eval_rewards/chosen": 0.28558260202407837,
"eval_rewards/margins": 0.8057959675788879,
"eval_rewards/rejected": -0.5202134251594543,
"eval_runtime": 59.0118,
"eval_samples_per_second": 4.897,
"eval_steps_per_second": 2.457,
"step": 100
},
{
"epoch": 0.38,
"grad_norm": 0.87890625,
"learning_rate": 3.895198415897896e-06,
"logits/chosen": -2.757932186126709,
"logits/rejected": -2.75920033454895,
"logps/chosen": -1.1944591999053955,
"logps/rejected": -102.75828552246094,
"loss": 0.3536,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.29440590739250183,
"rewards/margins": 0.8625706434249878,
"rewards/rejected": -0.5681648254394531,
"step": 110
},
{
"epoch": 0.41,
"grad_norm": 0.5546875,
"learning_rate": 3.634976249348867e-06,
"logits/chosen": -2.7818870544433594,
"logits/rejected": -2.7803432941436768,
"logps/chosen": -1.4344559907913208,
"logps/rejected": -116.496337890625,
"loss": 0.3157,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2936590015888214,
"rewards/margins": 0.9929488897323608,
"rewards/rejected": -0.6992899179458618,
"step": 120
},
{
"epoch": 0.45,
"grad_norm": 0.52734375,
"learning_rate": 3.3582035733403963e-06,
"logits/chosen": -2.784778594970703,
"logits/rejected": -2.78275465965271,
"logps/chosen": -1.0116920471191406,
"logps/rejected": -123.45560455322266,
"loss": 0.2951,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2951065003871918,
"rewards/margins": 1.0736355781555176,
"rewards/rejected": -0.7785290479660034,
"step": 130
},
{
"epoch": 0.48,
"grad_norm": 0.47265625,
"learning_rate": 3.068916356726475e-06,
"logits/chosen": -2.732774019241333,
"logits/rejected": -2.730987071990967,
"logps/chosen": -0.8254967927932739,
"logps/rejected": -134.45706176757812,
"loss": 0.2701,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.29469770193099976,
"rewards/margins": 1.1738824844360352,
"rewards/rejected": -0.8791847229003906,
"step": 140
},
{
"epoch": 0.52,
"grad_norm": 0.451171875,
"learning_rate": 2.771333058543416e-06,
"logits/chosen": -2.7359633445739746,
"logits/rejected": -2.7314648628234863,
"logps/chosen": -0.7030662894248962,
"logps/rejected": -138.85061645507812,
"loss": 0.2582,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.29896482825279236,
"rewards/margins": 1.2272465229034424,
"rewards/rejected": -0.9282817840576172,
"step": 150
},
{
"epoch": 0.55,
"grad_norm": 0.37109375,
"learning_rate": 2.4697931133779566e-06,
"logits/chosen": -2.760554790496826,
"logits/rejected": -2.754014492034912,
"logps/chosen": -4.322839736938477,
"logps/rejected": -146.63290405273438,
"loss": 0.2537,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.26600345969200134,
"rewards/margins": 1.265166163444519,
"rewards/rejected": -0.9991627931594849,
"step": 160
},
{
"epoch": 0.59,
"grad_norm": 0.5,
"learning_rate": 2.168693652639432e-06,
"logits/chosen": -2.749978542327881,
"logits/rejected": -2.7451446056365967,
"logps/chosen": -0.6626571416854858,
"logps/rejected": -147.86549377441406,
"loss": 0.2367,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.3002447485923767,
"rewards/margins": 1.324704647064209,
"rewards/rejected": -1.0244598388671875,
"step": 170
},
{
"epoch": 0.62,
"grad_norm": 0.50390625,
"learning_rate": 1.872425384482346e-06,
"logits/chosen": -2.7601447105407715,
"logits/rejected": -2.7531185150146484,
"logps/chosen": -0.5638567209243774,
"logps/rejected": -151.16998291015625,
"loss": 0.2307,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.30341148376464844,
"rewards/margins": 1.3561573028564453,
"rewards/rejected": -1.0527456998825073,
"step": 180
},
{
"epoch": 0.66,
"grad_norm": 3.484375,
"learning_rate": 1.5853085673944695e-06,
"logits/chosen": -2.7549314498901367,
"logits/rejected": -2.748093366622925,
"logps/chosen": -1.0212732553482056,
"logps/rejected": -151.91207885742188,
"loss": 0.2298,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2937738597393036,
"rewards/margins": 1.36028254032135,
"rewards/rejected": -1.0665085315704346,
"step": 190
},
{
"epoch": 0.69,
"grad_norm": 0.37109375,
"learning_rate": 1.3115300110997097e-06,
"logits/chosen": -2.73872447013855,
"logits/rejected": -2.734360933303833,
"logps/chosen": -0.8876104354858398,
"logps/rejected": -154.93753051757812,
"loss": 0.2236,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2938212454319,
"rewards/margins": 1.3927398920059204,
"rewards/rejected": -1.0989186763763428,
"step": 200
},
{
"epoch": 0.69,
"eval_logits/chosen": -2.7480151653289795,
"eval_logits/rejected": -2.741860866546631,
"eval_logps/chosen": -0.6285810470581055,
"eval_logps/rejected": -154.59251403808594,
"eval_loss": 0.22360171377658844,
"eval_rewards/accuracies": 1.0,
"eval_rewards/chosen": 0.29866480827331543,
"eval_rewards/margins": 1.3944491147994995,
"eval_rewards/rejected": -1.095784306526184,
"eval_runtime": 58.9766,
"eval_samples_per_second": 4.9,
"eval_steps_per_second": 2.459,
"step": 200
},
{
"epoch": 0.73,
"grad_norm": 0.56640625,
"learning_rate": 1.0550820234444627e-06,
"logits/chosen": -2.7622146606445312,
"logits/rejected": -2.7575910091400146,
"logps/chosen": -0.2955681085586548,
"logps/rejected": -156.5863494873047,
"loss": 0.2204,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.3056582808494568,
"rewards/margins": 1.4064788818359375,
"rewards/rejected": -1.1008204221725464,
"step": 210
},
{
"epoch": 0.76,
"grad_norm": 1.3125,
"learning_rate": 8.197041935593181e-07,
"logits/chosen": -2.7583320140838623,
"logits/rejected": -2.7535462379455566,
"logps/chosen": -0.26544955372810364,
"logps/rejected": -156.95286560058594,
"loss": 0.2193,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.30188480019569397,
"rewards/margins": 1.4142131805419922,
"rewards/rejected": -1.112328290939331,
"step": 220
},
{
"epoch": 0.79,
"grad_norm": 0.373046875,
"learning_rate": 6.088288602287159e-07,
"logits/chosen": -2.723353385925293,
"logits/rejected": -2.71772837638855,
"logps/chosen": -0.17958000302314758,
"logps/rejected": -157.92813110351562,
"loss": 0.2166,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.3015274405479431,
"rewards/margins": 1.4261300563812256,
"rewards/rejected": -1.1246027946472168,
"step": 230
},
{
"epoch": 0.83,
"grad_norm": 0.6328125,
"learning_rate": 4.255310606625124e-07,
"logits/chosen": -2.762199640274048,
"logits/rejected": -2.758517265319824,
"logps/chosen": -0.2033136636018753,
"logps/rejected": -158.05380249023438,
"loss": 0.2164,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.3013545870780945,
"rewards/margins": 1.4260454177856445,
"rewards/rejected": -1.1246907711029053,
"step": 240
},
{
"epoch": 0.86,
"grad_norm": 0.478515625,
"learning_rate": 2.7248368952908055e-07,
"logits/chosen": -2.7318742275238037,
"logits/rejected": -2.724575996398926,
"logps/chosen": -0.2196466624736786,
"logps/rejected": -155.65301513671875,
"loss": 0.2205,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.3047715723514557,
"rewards/margins": 1.406855583190918,
"rewards/rejected": -1.1020839214324951,
"step": 250
},
{
"epoch": 0.9,
"grad_norm": 0.4453125,
"learning_rate": 1.5191852213221198e-07,
"logits/chosen": -2.7768027782440186,
"logits/rejected": -2.7685720920562744,
"logps/chosen": -1.5333685874938965,
"logps/rejected": -156.28958129882812,
"loss": 0.2237,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.29162219166755676,
"rewards/margins": 1.3938542604446411,
"rewards/rejected": -1.1022322177886963,
"step": 260
},
{
"epoch": 0.93,
"grad_norm": 0.345703125,
"learning_rate": 6.559367010166629e-08,
"logits/chosen": -2.699760675430298,
"logits/rejected": -2.696230411529541,
"logps/chosen": -0.23872259259223938,
"logps/rejected": -159.244140625,
"loss": 0.2139,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.3005048334598541,
"rewards/margins": 1.4419862031936646,
"rewards/rejected": -1.1414815187454224,
"step": 270
},
{
"epoch": 0.97,
"grad_norm": 0.400390625,
"learning_rate": 1.4767944166687032e-08,
"logits/chosen": -2.699716091156006,
"logits/rejected": -2.6911072731018066,
"logps/chosen": -0.23203042149543762,
"logps/rejected": -159.73312377929688,
"loss": 0.2128,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.3060615360736847,
"rewards/margins": 1.44607675075531,
"rewards/rejected": -1.1400153636932373,
"step": 280
},
{
"epoch": 1.0,
"step": 289,
"total_flos": 0.0,
"train_loss": 0.36633619635162884,
"train_runtime": 628.6241,
"train_samples_per_second": 1.841,
"train_steps_per_second": 0.46
}
],
"logging_steps": 10,
"max_steps": 289,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}