mistral-7b-instruct-sppo-iter1 / trainer_state.json
Sangwoong's picture
Training in progress, epoch 1
fb47143 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 309,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003236245954692557,
"grad_norm": 1360270.551939551,
"learning_rate": 1.6129032258064514e-08,
"logits/chosen": -2.3401248455047607,
"logits/rejected": -2.024223566055298,
"logps/chosen": -96.9656982421875,
"logps/rejected": -92.04792785644531,
"loss": 131017.8359,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.032362459546925564,
"grad_norm": 1416555.5626202887,
"learning_rate": 1.6129032258064515e-07,
"logits/chosen": -2.2171170711517334,
"logits/rejected": -2.1732587814331055,
"logps/chosen": -99.1213150024414,
"logps/rejected": -100.28742218017578,
"loss": 128366.8056,
"rewards/accuracies": 0.4861111044883728,
"rewards/chosen": 8.025332499528304e-05,
"rewards/margins": 1.1366943908797111e-05,
"rewards/rejected": 6.888638745294884e-05,
"step": 10
},
{
"epoch": 0.06472491909385113,
"grad_norm": 1304570.4126210073,
"learning_rate": 3.225806451612903e-07,
"logits/chosen": -1.9858334064483643,
"logits/rejected": -1.9541418552398682,
"logps/chosen": -118.43696594238281,
"logps/rejected": -126.21803283691406,
"loss": 128692.025,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.00015103544865269214,
"rewards/margins": 0.0007216802914626896,
"rewards/rejected": -0.0008727157255634665,
"step": 20
},
{
"epoch": 0.0970873786407767,
"grad_norm": 1685863.1415844476,
"learning_rate": 4.838709677419355e-07,
"logits/chosen": -2.1170787811279297,
"logits/rejected": -2.0741684436798096,
"logps/chosen": -122.6366195678711,
"logps/rejected": -123.0445556640625,
"loss": 127097.55,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.006598073057830334,
"rewards/margins": 0.0006057058344595134,
"rewards/rejected": -0.00720377778634429,
"step": 30
},
{
"epoch": 0.12944983818770225,
"grad_norm": 2033398.3838454094,
"learning_rate": 4.838129496402878e-07,
"logits/chosen": -1.9161779880523682,
"logits/rejected": -1.9276437759399414,
"logps/chosen": -124.73970794677734,
"logps/rejected": -142.6216278076172,
"loss": 127465.975,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -0.011538518592715263,
"rewards/margins": -6.826107710367069e-05,
"rewards/rejected": -0.011470255441963673,
"step": 40
},
{
"epoch": 0.16181229773462782,
"grad_norm": 2147117.1383440965,
"learning_rate": 4.6582733812949637e-07,
"logits/chosen": -1.8840440511703491,
"logits/rejected": -1.912096619606018,
"logps/chosen": -114.17850494384766,
"logps/rejected": -126.81815338134766,
"loss": 125939.7875,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.014376411214470863,
"rewards/margins": 0.004386500921100378,
"rewards/rejected": -0.01876291260123253,
"step": 50
},
{
"epoch": 0.1941747572815534,
"grad_norm": 3071038.1324342038,
"learning_rate": 4.4784172661870503e-07,
"logits/chosen": -1.9911772012710571,
"logits/rejected": -1.9808628559112549,
"logps/chosen": -126.23087310791016,
"logps/rejected": -129.49313354492188,
"loss": 125104.1375,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.01957254856824875,
"rewards/margins": 0.00518994452431798,
"rewards/rejected": -0.02476249262690544,
"step": 60
},
{
"epoch": 0.22653721682847897,
"grad_norm": 2209031.0455667987,
"learning_rate": 4.2985611510791364e-07,
"logits/chosen": -2.054396629333496,
"logits/rejected": -2.045442581176758,
"logps/chosen": -135.28916931152344,
"logps/rejected": -161.77029418945312,
"loss": 128463.0375,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.014407733455300331,
"rewards/margins": 0.02120479941368103,
"rewards/rejected": -0.03561253100633621,
"step": 70
},
{
"epoch": 0.2588996763754045,
"grad_norm": 2430368.543406948,
"learning_rate": 4.118705035971223e-07,
"logits/chosen": -2.226501941680908,
"logits/rejected": -2.1979050636291504,
"logps/chosen": -133.3325958251953,
"logps/rejected": -139.7587890625,
"loss": 126775.15,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.015011170879006386,
"rewards/margins": 0.008515884168446064,
"rewards/rejected": -0.023527055978775024,
"step": 80
},
{
"epoch": 0.2912621359223301,
"grad_norm": 2247623.918406063,
"learning_rate": 3.938848920863309e-07,
"logits/chosen": -2.219113349914551,
"logits/rejected": -2.2480850219726562,
"logps/chosen": -117.96885681152344,
"logps/rejected": -130.67233276367188,
"loss": 127866.3875,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -0.012072126381099224,
"rewards/margins": 0.008730234578251839,
"rewards/rejected": -0.020802360028028488,
"step": 90
},
{
"epoch": 0.32362459546925565,
"grad_norm": 2316830.1973713143,
"learning_rate": 3.7589928057553957e-07,
"logits/chosen": -2.1961560249328613,
"logits/rejected": -2.1941027641296387,
"logps/chosen": -113.81181335449219,
"logps/rejected": -124.9216079711914,
"loss": 127081.4125,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.013967941515147686,
"rewards/margins": 0.011136903427541256,
"rewards/rejected": -0.025104844942688942,
"step": 100
},
{
"epoch": 0.3559870550161812,
"grad_norm": 2348041.868872815,
"learning_rate": 3.579136690647482e-07,
"logits/chosen": -2.1430392265319824,
"logits/rejected": -2.132408857345581,
"logps/chosen": -131.83375549316406,
"logps/rejected": -148.13539123535156,
"loss": 128332.6,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.016523033380508423,
"rewards/margins": 0.012288080528378487,
"rewards/rejected": -0.02881111577153206,
"step": 110
},
{
"epoch": 0.3883495145631068,
"grad_norm": 2751314.8746971595,
"learning_rate": 3.3992805755395684e-07,
"logits/chosen": -2.0588231086730957,
"logits/rejected": -2.0491485595703125,
"logps/chosen": -131.24148559570312,
"logps/rejected": -131.8287811279297,
"loss": 124869.35,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.02066906914114952,
"rewards/margins": 0.008971886709332466,
"rewards/rejected": -0.029640953987836838,
"step": 120
},
{
"epoch": 0.42071197411003236,
"grad_norm": 2954863.531074605,
"learning_rate": 3.2194244604316545e-07,
"logits/chosen": -2.176112174987793,
"logits/rejected": -2.1641287803649902,
"logps/chosen": -114.12776947021484,
"logps/rejected": -134.8932342529297,
"loss": 125655.875,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.014023621566593647,
"rewards/margins": 0.009770934469997883,
"rewards/rejected": -0.02379455789923668,
"step": 130
},
{
"epoch": 0.45307443365695793,
"grad_norm": 2721434.057235538,
"learning_rate": 3.039568345323741e-07,
"logits/chosen": -2.119755983352661,
"logits/rejected": -2.1205615997314453,
"logps/chosen": -129.28509521484375,
"logps/rejected": -148.20298767089844,
"loss": 127386.875,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.018853366374969482,
"rewards/margins": 0.009598040953278542,
"rewards/rejected": -0.028451403602957726,
"step": 140
},
{
"epoch": 0.4854368932038835,
"grad_norm": 2504226.4472642345,
"learning_rate": 2.859712230215827e-07,
"logits/chosen": -2.11161732673645,
"logits/rejected": -2.109983205795288,
"logps/chosen": -120.16899108886719,
"logps/rejected": -141.44065856933594,
"loss": 126322.575,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.01785941980779171,
"rewards/margins": 0.012752829119563103,
"rewards/rejected": -0.030612248927354813,
"step": 150
},
{
"epoch": 0.517799352750809,
"grad_norm": 2616765.3697665106,
"learning_rate": 2.679856115107914e-07,
"logits/chosen": -1.996541976928711,
"logits/rejected": -1.9952741861343384,
"logps/chosen": -129.80105590820312,
"logps/rejected": -140.31661987304688,
"loss": 124525.2625,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.020018702372908592,
"rewards/margins": 0.0044175852090120316,
"rewards/rejected": -0.024436287581920624,
"step": 160
},
{
"epoch": 0.5501618122977346,
"grad_norm": 2628992.2929540966,
"learning_rate": 2.5e-07,
"logits/chosen": -1.9918062686920166,
"logits/rejected": -1.9948949813842773,
"logps/chosen": -122.13346099853516,
"logps/rejected": -133.2384033203125,
"loss": 126019.025,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -0.02550223097205162,
"rewards/margins": 0.009997823275625706,
"rewards/rejected": -0.03550005704164505,
"step": 170
},
{
"epoch": 0.5825242718446602,
"grad_norm": 3094183.1568820253,
"learning_rate": 2.3201438848920862e-07,
"logits/chosen": -2.043708086013794,
"logits/rejected": -2.081475019454956,
"logps/chosen": -140.36175537109375,
"logps/rejected": -164.3885498046875,
"loss": 126201.7375,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.02569858729839325,
"rewards/margins": 0.01428176648914814,
"rewards/rejected": -0.03998035565018654,
"step": 180
},
{
"epoch": 0.6148867313915858,
"grad_norm": 2334840.857672469,
"learning_rate": 2.1402877697841726e-07,
"logits/chosen": -2.0947163105010986,
"logits/rejected": -2.076787233352661,
"logps/chosen": -150.43527221679688,
"logps/rejected": -155.5640869140625,
"loss": 125959.45,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.02467101439833641,
"rewards/margins": 0.007912294939160347,
"rewards/rejected": -0.03258330747485161,
"step": 190
},
{
"epoch": 0.6472491909385113,
"grad_norm": 2397922.5168117452,
"learning_rate": 1.960431654676259e-07,
"logits/chosen": -2.1827738285064697,
"logits/rejected": -2.2014429569244385,
"logps/chosen": -123.22265625,
"logps/rejected": -133.67408752441406,
"loss": 127908.025,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.014766250737011433,
"rewards/margins": 0.009688087739050388,
"rewards/rejected": -0.02445433847606182,
"step": 200
},
{
"epoch": 0.6796116504854369,
"grad_norm": 2303701.8499174784,
"learning_rate": 1.7805755395683453e-07,
"logits/chosen": -2.1952743530273438,
"logits/rejected": -2.1957383155822754,
"logps/chosen": -129.71133422851562,
"logps/rejected": -145.0044708251953,
"loss": 126285.625,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.016956012696027756,
"rewards/margins": 0.005377567373216152,
"rewards/rejected": -0.022333581000566483,
"step": 210
},
{
"epoch": 0.7119741100323624,
"grad_norm": 2593411.1890004175,
"learning_rate": 1.6007194244604316e-07,
"logits/chosen": -2.103020429611206,
"logits/rejected": -2.0637974739074707,
"logps/chosen": -135.33511352539062,
"logps/rejected": -136.0529022216797,
"loss": 124637.35,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -0.01790453866124153,
"rewards/margins": 0.00530865928158164,
"rewards/rejected": -0.02321319654583931,
"step": 220
},
{
"epoch": 0.7443365695792881,
"grad_norm": 2508091.9460668135,
"learning_rate": 1.420863309352518e-07,
"logits/chosen": -2.093636989593506,
"logits/rejected": -2.0820887088775635,
"logps/chosen": -132.9607391357422,
"logps/rejected": -140.61473083496094,
"loss": 125915.3875,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -0.02344880998134613,
"rewards/margins": 0.009993510320782661,
"rewards/rejected": -0.03344232216477394,
"step": 230
},
{
"epoch": 0.7766990291262136,
"grad_norm": 2952343.349225862,
"learning_rate": 1.2410071942446043e-07,
"logits/chosen": -2.1840648651123047,
"logits/rejected": -2.139603853225708,
"logps/chosen": -138.78213500976562,
"logps/rejected": -151.81393432617188,
"loss": 124670.15,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -0.01453552208840847,
"rewards/margins": 0.018607601523399353,
"rewards/rejected": -0.03314312547445297,
"step": 240
},
{
"epoch": 0.8090614886731392,
"grad_norm": 2784040.2228916725,
"learning_rate": 1.0611510791366907e-07,
"logits/chosen": -2.088812828063965,
"logits/rejected": -2.1028780937194824,
"logps/chosen": -119.4928207397461,
"logps/rejected": -133.47744750976562,
"loss": 125451.8625,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.014928264543414116,
"rewards/margins": 0.013005532324314117,
"rewards/rejected": -0.027933796867728233,
"step": 250
},
{
"epoch": 0.8414239482200647,
"grad_norm": 2462140.645377509,
"learning_rate": 8.812949640287769e-08,
"logits/chosen": -2.04371976852417,
"logits/rejected": -2.0019214153289795,
"logps/chosen": -117.63133239746094,
"logps/rejected": -143.88394165039062,
"loss": 124118.375,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -0.013766065239906311,
"rewards/margins": 0.020614679902791977,
"rewards/rejected": -0.034380748867988586,
"step": 260
},
{
"epoch": 0.8737864077669902,
"grad_norm": 2692483.2231479157,
"learning_rate": 7.014388489208632e-08,
"logits/chosen": -2.137110710144043,
"logits/rejected": -2.142268657684326,
"logps/chosen": -127.5798110961914,
"logps/rejected": -138.69114685058594,
"loss": 124476.1,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -0.017709199339151382,
"rewards/margins": 0.011823633685708046,
"rewards/rejected": -0.02953283116221428,
"step": 270
},
{
"epoch": 0.9061488673139159,
"grad_norm": 2810003.763461115,
"learning_rate": 5.2158273381294966e-08,
"logits/chosen": -2.0531792640686035,
"logits/rejected": -2.0200252532958984,
"logps/chosen": -141.08401489257812,
"logps/rejected": -143.46482849121094,
"loss": 125078.825,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.014201803132891655,
"rewards/margins": 0.014019514434039593,
"rewards/rejected": -0.028221318498253822,
"step": 280
},
{
"epoch": 0.9385113268608414,
"grad_norm": 2782445.5671562827,
"learning_rate": 3.41726618705036e-08,
"logits/chosen": -2.185438632965088,
"logits/rejected": -2.166260004043579,
"logps/chosen": -133.27760314941406,
"logps/rejected": -140.8465118408203,
"loss": 124712.5,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -0.026157760992646217,
"rewards/margins": 0.005216036923229694,
"rewards/rejected": -0.03137379512190819,
"step": 290
},
{
"epoch": 0.970873786407767,
"grad_norm": 2793792.227085043,
"learning_rate": 1.618705035971223e-08,
"logits/chosen": -2.130183696746826,
"logits/rejected": -2.1379125118255615,
"logps/chosen": -112.70601654052734,
"logps/rejected": -126.3117904663086,
"loss": 126240.075,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.022287605330348015,
"rewards/margins": 0.010505763813853264,
"rewards/rejected": -0.03279336914420128,
"step": 300
},
{
"epoch": 1.0,
"step": 309,
"total_flos": 0.0,
"train_loss": 126137.32107099515,
"train_runtime": 4733.3263,
"train_samples_per_second": 4.176,
"train_steps_per_second": 0.065
}
],
"logging_steps": 10,
"max_steps": 309,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}