thanhdath's picture
models: add models/validator-sel-1B-orpo-iter1-collab-paper
115cd88 verified
Raw
History Blame
30.2 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 5.12965964343598,
"eval_steps": 100,
"global_step": 400,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.12965964343598055,
"grad_norm": 11.875,
"learning_rate": 1.44e-06,
"log_odds_chosen": 0.0666506439447403,
"log_odds_ratio": -0.6736959218978882,
"logits/chosen": 0.9597694277763367,
"logits/rejected": 0.9524490237236023,
"logps/chosen": -0.3080441355705261,
"logps/rejected": -0.32466304302215576,
"loss": 0.3754,
"nll_loss": 0.3080441355705261,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": -0.030804414302110672,
"rewards/margins": 0.0016618907684460282,
"rewards/rejected": -0.032466303557157516,
"step": 10
},
{
"epoch": 0.2593192868719611,
"grad_norm": 9.5625,
"learning_rate": 3.0399999999999997e-06,
"log_odds_chosen": -0.056059859693050385,
"log_odds_ratio": -0.7471528053283691,
"logits/chosen": 0.9620037078857422,
"logits/rejected": 0.955738365650177,
"logps/chosen": -0.2537933886051178,
"logps/rejected": -0.24610979855060577,
"loss": 0.3285,
"nll_loss": 0.2537933886051178,
"rewards/accuracies": 0.42500001192092896,
"rewards/chosen": -0.02537933923304081,
"rewards/margins": -0.0007683594012632966,
"rewards/rejected": -0.024610983207821846,
"step": 20
},
{
"epoch": 0.3889789303079417,
"grad_norm": 7.1875,
"learning_rate": 4.64e-06,
"log_odds_chosen": 0.09147931635379791,
"log_odds_ratio": -0.7367281913757324,
"logits/chosen": 0.9785431623458862,
"logits/rejected": 0.9771515727043152,
"logps/chosen": -0.18217475712299347,
"logps/rejected": -0.19774949550628662,
"loss": 0.2558,
"nll_loss": 0.18217474222183228,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.018217474222183228,
"rewards/margins": 0.0015574740245938301,
"rewards/rejected": -0.019774949178099632,
"step": 30
},
{
"epoch": 0.5186385737439222,
"grad_norm": 6.71875,
"learning_rate": 6.2399999999999995e-06,
"log_odds_chosen": -0.05654214695096016,
"log_odds_ratio": -0.8469246625900269,
"logits/chosen": 0.9576814770698547,
"logits/rejected": 0.9295446276664734,
"logps/chosen": -0.16022421419620514,
"logps/rejected": -0.1547865867614746,
"loss": 0.2449,
"nll_loss": 0.16022421419620514,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -0.016022421419620514,
"rewards/margins": -0.0005437627551145852,
"rewards/rejected": -0.015478660352528095,
"step": 40
},
{
"epoch": 0.6482982171799028,
"grad_norm": 6.78125,
"learning_rate": 7.84e-06,
"log_odds_chosen": -0.16901861131191254,
"log_odds_ratio": -0.8720459938049316,
"logits/chosen": 0.9572043418884277,
"logits/rejected": 0.947999119758606,
"logps/chosen": -0.17453908920288086,
"logps/rejected": -0.15919488668441772,
"loss": 0.2617,
"nll_loss": 0.17453908920288086,
"rewards/accuracies": 0.4375,
"rewards/chosen": -0.017453912645578384,
"rewards/margins": -0.0015344235580414534,
"rewards/rejected": -0.015919487923383713,
"step": 50
},
{
"epoch": 0.7779578606158833,
"grad_norm": 7.0,
"learning_rate": 7.364596943186588e-06,
"log_odds_chosen": 0.18028795719146729,
"log_odds_ratio": -0.6970669031143188,
"logits/chosen": 0.925469696521759,
"logits/rejected": 0.9241097569465637,
"logps/chosen": -0.1604098528623581,
"logps/rejected": -0.1859583705663681,
"loss": 0.2301,
"nll_loss": 0.1604098528623581,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.0160409864038229,
"rewards/margins": 0.0025548506528139114,
"rewards/rejected": -0.01859583705663681,
"step": 60
},
{
"epoch": 0.9076175040518638,
"grad_norm": 8.8125,
"learning_rate": 6.810052246069988e-06,
"log_odds_chosen": -0.01866823062300682,
"log_odds_ratio": -0.8320928812026978,
"logits/chosen": 0.8962959051132202,
"logits/rejected": 0.8968790173530579,
"logps/chosen": -0.1556430160999298,
"logps/rejected": -0.1507035791873932,
"loss": 0.2389,
"nll_loss": 0.1556430160999298,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.015564302913844585,
"rewards/margins": -0.0004939443315379322,
"rewards/rejected": -0.015070358291268349,
"step": 70
},
{
"epoch": 1.0259319286871962,
"grad_norm": 5.84375,
"learning_rate": 6.36445827340584e-06,
"log_odds_chosen": 0.1704811006784439,
"log_odds_ratio": -0.6944785714149475,
"logits/chosen": 0.8210580348968506,
"logits/rejected": 0.8179321885108948,
"logps/chosen": -0.14676180481910706,
"logps/rejected": -0.17039266228675842,
"loss": 0.2309,
"nll_loss": 0.14676180481910706,
"rewards/accuracies": 0.5753424763679504,
"rewards/chosen": -0.01467618253082037,
"rewards/margins": 0.002363084815442562,
"rewards/rejected": -0.017039265483617783,
"step": 80
},
{
"epoch": 1.1555915721231766,
"grad_norm": 6.875,
"learning_rate": 5.996253511966892e-06,
"log_odds_chosen": 0.23575615882873535,
"log_odds_ratio": -0.6654185056686401,
"logits/chosen": 0.8517149090766907,
"logits/rejected": 0.8472400903701782,
"logps/chosen": -0.14205093681812286,
"logps/rejected": -0.18150806427001953,
"loss": 0.2086,
"nll_loss": 0.14205093681812286,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.014205093495547771,
"rewards/margins": 0.003945714794099331,
"rewards/rejected": -0.01815081015229225,
"step": 90
},
{
"epoch": 1.2852512155591573,
"grad_norm": 8.4375,
"learning_rate": 5.685352436149611e-06,
"log_odds_chosen": 0.34886986017227173,
"log_odds_ratio": -0.615592360496521,
"logits/chosen": 0.7473713159561157,
"logits/rejected": 0.74855637550354,
"logps/chosen": -0.13095703721046448,
"logps/rejected": -0.17456357181072235,
"loss": 0.1925,
"nll_loss": 0.13095703721046448,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.013095704838633537,
"rewards/margins": 0.004360653925687075,
"rewards/rejected": -0.017456358298659325,
"step": 100
},
{
"epoch": 1.2852512155591573,
"eval_log_odds_chosen": 0.1832505762577057,
"eval_log_odds_ratio": -0.7369592189788818,
"eval_logits/chosen": 0.7074195742607117,
"eval_logits/rejected": 0.7065992951393127,
"eval_logps/chosen": -0.1390242725610733,
"eval_logps/rejected": -0.17539985477924347,
"eval_loss": 0.21272020041942596,
"eval_nll_loss": 0.1390242725610733,
"eval_rewards/accuracies": 0.5454545617103577,
"eval_rewards/chosen": -0.013902428559958935,
"eval_rewards/margins": 0.003637557616457343,
"eval_rewards/rejected": -0.017539985477924347,
"eval_runtime": 2.1812,
"eval_samples_per_second": 15.129,
"eval_steps_per_second": 15.129,
"step": 100
},
{
"epoch": 1.4149108589951378,
"grad_norm": 7.5,
"learning_rate": 5.418283691828771e-06,
"log_odds_chosen": 0.21981659531593323,
"log_odds_ratio": -0.7012421488761902,
"logits/chosen": 0.7601535320281982,
"logits/rejected": 0.7580345869064331,
"logps/chosen": -0.1265859454870224,
"logps/rejected": -0.14516060054302216,
"loss": 0.1967,
"nll_loss": 0.1265859454870224,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": -0.01265859603881836,
"rewards/margins": 0.0018574647838249803,
"rewards/rejected": -0.01451606024056673,
"step": 110
},
{
"epoch": 1.5445705024311183,
"grad_norm": 6.59375,
"learning_rate": 5.1856297884173145e-06,
"log_odds_chosen": 0.6875336766242981,
"log_odds_ratio": -0.541018009185791,
"logits/chosen": 0.6580411195755005,
"logits/rejected": 0.6546508073806763,
"logps/chosen": -0.09917165338993073,
"logps/rejected": -0.1686452329158783,
"loss": 0.1533,
"nll_loss": 0.09917165338993073,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.009917165152728558,
"rewards/margins": 0.006947358604520559,
"rewards/rejected": -0.01686452142894268,
"step": 120
},
{
"epoch": 1.674230145867099,
"grad_norm": 6.4375,
"learning_rate": 4.980582450917523e-06,
"log_odds_chosen": 0.41058701276779175,
"log_odds_ratio": -0.6140179634094238,
"logits/chosen": 0.6169398427009583,
"logits/rejected": 0.614361584186554,
"logps/chosen": -0.13239915668964386,
"logps/rejected": -0.17288124561309814,
"loss": 0.1938,
"nll_loss": 0.13239917159080505,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -0.01323991734534502,
"rewards/margins": 0.004048208240419626,
"rewards/rejected": -0.017288124188780785,
"step": 130
},
{
"epoch": 1.8038897893030794,
"grad_norm": 6.03125,
"learning_rate": 4.798081151232537e-06,
"log_odds_chosen": 0.3951433300971985,
"log_odds_ratio": -0.5989729166030884,
"logits/chosen": 0.6228631138801575,
"logits/rejected": 0.6233943104743958,
"logps/chosen": -0.1136203408241272,
"logps/rejected": -0.16376760601997375,
"loss": 0.1735,
"nll_loss": 0.1136203408241272,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.011362033896148205,
"rewards/margins": 0.005014727357774973,
"rewards/rejected": -0.016376759856939316,
"step": 140
},
{
"epoch": 1.9335494327390599,
"grad_norm": 9.9375,
"learning_rate": 4.634275570907938e-06,
"log_odds_chosen": 0.33114224672317505,
"log_odds_ratio": -0.6313011646270752,
"logits/chosen": 0.5802792906761169,
"logits/rejected": 0.5819306969642639,
"logps/chosen": -0.13942475616931915,
"logps/rejected": -0.1825391948223114,
"loss": 0.2026,
"nll_loss": 0.13942475616931915,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.0139424754306674,
"rewards/margins": 0.004311445169150829,
"rewards/rejected": -0.01825391873717308,
"step": 150
},
{
"epoch": 2.0518638573743924,
"grad_norm": 7.78125,
"learning_rate": 4.4861772327363545e-06,
"log_odds_chosen": 0.6433794498443604,
"log_odds_ratio": -0.509998083114624,
"logits/chosen": 0.5466406941413879,
"logits/rejected": 0.5499728918075562,
"logps/chosen": -0.1061415746808052,
"logps/rejected": -0.1735842525959015,
"loss": 0.1483,
"nll_loss": 0.1061415746808052,
"rewards/accuracies": 0.7808219194412231,
"rewards/chosen": -0.010614159516990185,
"rewards/margins": 0.006744266953319311,
"rewards/rejected": -0.01735842600464821,
"step": 160
},
{
"epoch": 2.1815235008103726,
"grad_norm": 6.6875,
"learning_rate": 4.3514263457633695e-06,
"log_odds_chosen": 0.7508948445320129,
"log_odds_ratio": -0.4895278811454773,
"logits/chosen": 0.5568360090255737,
"logits/rejected": 0.5470535755157471,
"logps/chosen": -0.11803247034549713,
"logps/rejected": -0.2037314623594284,
"loss": 0.167,
"nll_loss": 0.11803247034549713,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -0.011803247034549713,
"rewards/margins": 0.008569898083806038,
"rewards/rejected": -0.02037314511835575,
"step": 170
},
{
"epoch": 2.3111831442463533,
"grad_norm": 5.6875,
"learning_rate": 4.228131380653519e-06,
"log_odds_chosen": 0.43035221099853516,
"log_odds_ratio": -0.6166719198226929,
"logits/chosen": 0.5395263433456421,
"logits/rejected": 0.5420517325401306,
"logps/chosen": -0.13080421090126038,
"logps/rejected": -0.18637557327747345,
"loss": 0.1925,
"nll_loss": 0.13080419600009918,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.013080420903861523,
"rewards/margins": 0.005557135213166475,
"rewards/rejected": -0.018637556582689285,
"step": 180
},
{
"epoch": 2.440842787682334,
"grad_norm": 7.09375,
"learning_rate": 4.1147559989891175e-06,
"log_odds_chosen": 0.6695902943611145,
"log_odds_ratio": -0.4956456124782562,
"logits/chosen": 0.5087348818778992,
"logits/rejected": 0.5145266056060791,
"logps/chosen": -0.1071530431509018,
"logps/rejected": -0.17823071777820587,
"loss": 0.1567,
"nll_loss": 0.1071530357003212,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.01071530394256115,
"rewards/margins": 0.0071077668108046055,
"rewards/rejected": -0.017823072150349617,
"step": 190
},
{
"epoch": 2.5705024311183147,
"grad_norm": 5.8125,
"learning_rate": 4.010037656936684e-06,
"log_odds_chosen": 0.6643602848052979,
"log_odds_ratio": -0.5032066106796265,
"logits/chosen": 0.460501492023468,
"logits/rejected": 0.46502581238746643,
"logps/chosen": -0.10438407957553864,
"logps/rejected": -0.17145675420761108,
"loss": 0.1547,
"nll_loss": 0.10438408702611923,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -0.010438410565257072,
"rewards/margins": 0.006707267370074987,
"rewards/rejected": -0.017145676538348198,
"step": 200
},
{
"epoch": 2.5705024311183147,
"eval_log_odds_chosen": 0.390018492937088,
"eval_log_odds_ratio": -0.6596930623054504,
"eval_logits/chosen": 0.44192394614219666,
"eval_logits/rejected": 0.44263726472854614,
"eval_logps/chosen": -0.12465692311525345,
"eval_logps/rejected": -0.18596209585666656,
"eval_loss": 0.19062623381614685,
"eval_nll_loss": 0.12465692311525345,
"eval_rewards/accuracies": 0.6060606241226196,
"eval_rewards/chosen": -0.01246569212526083,
"eval_rewards/margins": 0.006130516994744539,
"eval_rewards/rejected": -0.018596207723021507,
"eval_runtime": 2.1699,
"eval_samples_per_second": 15.208,
"eval_steps_per_second": 15.208,
"step": 200
},
{
"epoch": 2.700162074554295,
"grad_norm": 6.09375,
"learning_rate": 3.9129279043561475e-06,
"log_odds_chosen": 0.5470162034034729,
"log_odds_ratio": -0.5467664003372192,
"logits/chosen": 0.4539651870727539,
"logits/rejected": 0.46881723403930664,
"logps/chosen": -0.1088142991065979,
"logps/rejected": -0.1720738708972931,
"loss": 0.1635,
"nll_loss": 0.1088142991065979,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.010881430469453335,
"rewards/margins": 0.006325955502688885,
"rewards/rejected": -0.01720738597214222,
"step": 210
},
{
"epoch": 2.8298217179902756,
"grad_norm": 7.21875,
"learning_rate": 3.822547860539972e-06,
"log_odds_chosen": 0.8521849513053894,
"log_odds_ratio": -0.4402148127555847,
"logits/chosen": 0.416421115398407,
"logits/rejected": 0.4153371751308441,
"logps/chosen": -0.09765267372131348,
"logps/rejected": -0.19505897164344788,
"loss": 0.1417,
"nll_loss": 0.09765266627073288,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": -0.009765267372131348,
"rewards/margins": 0.009740631096065044,
"rewards/rejected": -0.019505899399518967,
"step": 220
},
{
"epoch": 2.9594813614262563,
"grad_norm": 6.6875,
"learning_rate": 3.738154508127982e-06,
"log_odds_chosen": 0.8814156651496887,
"log_odds_ratio": -0.44398728013038635,
"logits/chosen": 0.41197896003723145,
"logits/rejected": 0.4110766351222992,
"logps/chosen": -0.09540985524654388,
"logps/rejected": -0.19826385378837585,
"loss": 0.1398,
"nll_loss": 0.09540985524654388,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": -0.009540986269712448,
"rewards/margins": 0.010285401716828346,
"rewards/rejected": -0.019826387986540794,
"step": 230
},
{
"epoch": 3.0777957860615883,
"grad_norm": 6.40625,
"learning_rate": 3.6591148299707855e-06,
"log_odds_chosen": 0.8853694200515747,
"log_odds_ratio": -0.4523082375526428,
"logits/chosen": 0.37732040882110596,
"logits/rejected": 0.37994396686553955,
"logps/chosen": -0.0913054347038269,
"logps/rejected": -0.1921025663614273,
"loss": 0.1325,
"nll_loss": 0.0913054347038269,
"rewards/accuracies": 0.7808219194412231,
"rewards/chosen": -0.009130544029176235,
"rewards/margins": 0.01007971353828907,
"rewards/rejected": -0.01921025663614273,
"step": 240
},
{
"epoch": 3.207455429497569,
"grad_norm": 6.875,
"learning_rate": 3.584885719585766e-06,
"log_odds_chosen": 0.9736423492431641,
"log_odds_ratio": -0.39631345868110657,
"logits/chosen": 0.35712409019470215,
"logits/rejected": 0.3710585832595825,
"logps/chosen": -0.0981893464922905,
"logps/rejected": -0.20055370032787323,
"loss": 0.1378,
"nll_loss": 0.0981893464922905,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -0.009818934835493565,
"rewards/margins": 0.010236434638500214,
"rewards/rejected": -0.020055368542671204,
"step": 250
},
{
"epoch": 3.3371150729335493,
"grad_norm": 7.28125,
"learning_rate": 3.514998201309974e-06,
"log_odds_chosen": 0.9678401947021484,
"log_odds_ratio": -0.40734758973121643,
"logits/chosen": 0.3872082829475403,
"logits/rejected": 0.39673280715942383,
"logps/chosen": -0.09415246546268463,
"logps/rejected": -0.19737973809242249,
"loss": 0.1349,
"nll_loss": 0.09415246546268463,
"rewards/accuracies": 0.875,
"rewards/chosen": -0.009415246546268463,
"rewards/margins": 0.01032272819429636,
"rewards/rejected": -0.01973797380924225,
"step": 260
},
{
"epoch": 3.46677471636953,
"grad_norm": 7.40625,
"learning_rate": 3.4490449084738148e-06,
"log_odds_chosen": 1.0031572580337524,
"log_odds_ratio": -0.42627793550491333,
"logits/chosen": 0.4055596888065338,
"logits/rejected": 0.40842747688293457,
"logps/chosen": -0.08871039003133774,
"logps/rejected": -0.2032545506954193,
"loss": 0.1313,
"nll_loss": 0.08871038258075714,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": -0.008871039375662804,
"rewards/margins": 0.011454415507614613,
"rewards/rejected": -0.02032545581459999,
"step": 270
},
{
"epoch": 3.5964343598055106,
"grad_norm": 6.40625,
"learning_rate": 3.3866700533384128e-06,
"log_odds_chosen": 0.8720191717147827,
"log_odds_ratio": -0.4365015923976898,
"logits/chosen": 0.3667960464954376,
"logits/rejected": 0.3734050393104553,
"logps/chosen": -0.10458032041788101,
"logps/rejected": -0.19811385869979858,
"loss": 0.1482,
"nll_loss": 0.10458030551671982,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.010458031669259071,
"rewards/margins": 0.009353353641927242,
"rewards/rejected": -0.019811388105154037,
"step": 280
},
{
"epoch": 3.7260940032414913,
"grad_norm": 6.40625,
"learning_rate": 3.3275613232308115e-06,
"log_odds_chosen": 0.7831657528877258,
"log_odds_ratio": -0.46985286474227905,
"logits/chosen": 0.325387567281723,
"logits/rejected": 0.3349975049495697,
"logps/chosen": -0.10430796444416046,
"logps/rejected": -0.18755093216896057,
"loss": 0.1513,
"nll_loss": 0.10430794954299927,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -0.010430796071887016,
"rewards/margins": 0.00832429714500904,
"rewards/rejected": -0.018755093216896057,
"step": 290
},
{
"epoch": 3.8557536466774716,
"grad_norm": 8.8125,
"learning_rate": 3.2714432804381223e-06,
"log_odds_chosen": 0.760242760181427,
"log_odds_ratio": -0.4718090891838074,
"logits/chosen": 0.27639666199684143,
"logits/rejected": 0.2843931317329407,
"logps/chosen": -0.1123042106628418,
"logps/rejected": -0.19244089722633362,
"loss": 0.1595,
"nll_loss": 0.1123042106628418,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": -0.011230421252548695,
"rewards/margins": 0.008013668470084667,
"rewards/rejected": -0.019244089722633362,
"step": 300
},
{
"epoch": 3.8557536466774716,
"eval_log_odds_chosen": 0.5234988927841187,
"eval_log_odds_ratio": -0.5719672441482544,
"eval_logits/chosen": 0.2917458415031433,
"eval_logits/rejected": 0.29296648502349854,
"eval_logps/chosen": -0.1218956708908081,
"eval_logps/rejected": -0.19844745099544525,
"eval_loss": 0.1790924072265625,
"eval_nll_loss": 0.1218956708908081,
"eval_rewards/accuracies": 0.6969696879386902,
"eval_rewards/chosen": -0.01218956895172596,
"eval_rewards/margins": 0.007655177265405655,
"eval_rewards/rejected": -0.019844744354486465,
"eval_runtime": 2.1722,
"eval_samples_per_second": 15.192,
"eval_steps_per_second": 15.192,
"step": 300
},
{
"epoch": 3.9854132901134522,
"grad_norm": 8.0,
"learning_rate": 3.2180719468365186e-06,
"log_odds_chosen": 0.7372042536735535,
"log_odds_ratio": -0.4765508770942688,
"logits/chosen": 0.29007458686828613,
"logits/rejected": 0.2881689667701721,
"logps/chosen": -0.10887674987316132,
"logps/rejected": -0.20421509444713593,
"loss": 0.1565,
"nll_loss": 0.10887674242258072,
"rewards/accuracies": 0.8125,
"rewards/chosen": -0.010887674987316132,
"rewards/margins": 0.00953383557498455,
"rewards/rejected": -0.020421508699655533,
"step": 310
},
{
"epoch": 4.103727714748785,
"grad_norm": 6.9375,
"learning_rate": 3.167230329859583e-06,
"log_odds_chosen": 0.9471184611320496,
"log_odds_ratio": -0.432268887758255,
"logits/chosen": 0.29902195930480957,
"logits/rejected": 0.2972053587436676,
"logps/chosen": -0.08770795166492462,
"logps/rejected": -0.18837516009807587,
"loss": 0.1306,
"nll_loss": 0.08770795166492462,
"rewards/accuracies": 0.8767123222351074,
"rewards/chosen": -0.008770793676376343,
"rewards/margins": 0.010066723451018333,
"rewards/rejected": -0.018837517127394676,
"step": 320
},
{
"epoch": 4.233387358184765,
"grad_norm": 6.0625,
"learning_rate": 3.118724702341802e-06,
"log_odds_chosen": 1.0282952785491943,
"log_odds_ratio": -0.389720618724823,
"logits/chosen": 0.3047019839286804,
"logits/rejected": 0.3098301887512207,
"logps/chosen": -0.08564095199108124,
"logps/rejected": -0.1883273869752884,
"loss": 0.1246,
"nll_loss": 0.08564096689224243,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": -0.008564095944166183,
"rewards/margins": 0.010268641635775566,
"rewards/rejected": -0.01883273757994175,
"step": 330
},
{
"epoch": 4.363047001620745,
"grad_norm": 6.46875,
"learning_rate": 3.072381490570274e-06,
"log_odds_chosen": 1.110995888710022,
"log_odds_ratio": -0.35948649048805237,
"logits/chosen": 0.290020227432251,
"logits/rejected": 0.2984880208969116,
"logps/chosen": -0.09492021799087524,
"logps/rejected": -0.23653283715248108,
"loss": 0.1309,
"nll_loss": 0.09492021799087524,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -0.00949202198535204,
"rewards/margins": 0.014161258935928345,
"rewards/rejected": -0.02365327998995781,
"step": 340
},
{
"epoch": 4.492706645056726,
"grad_norm": 7.59375,
"learning_rate": 3.028044656417858e-06,
"log_odds_chosen": 0.9560490846633911,
"log_odds_ratio": -0.39674651622772217,
"logits/chosen": 0.2432541400194168,
"logits/rejected": 0.2643623948097229,
"logps/chosen": -0.10130465030670166,
"logps/rejected": -0.206862211227417,
"loss": 0.141,
"nll_loss": 0.10130465030670166,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -0.010130466893315315,
"rewards/margins": 0.010555758140981197,
"rewards/rejected": -0.020686224102973938,
"step": 350
},
{
"epoch": 4.622366288492707,
"grad_norm": 7.53125,
"learning_rate": 2.9855734834483035e-06,
"log_odds_chosen": 1.0406986474990845,
"log_odds_ratio": -0.38605383038520813,
"logits/chosen": 0.26050621271133423,
"logits/rejected": 0.26420262455940247,
"logps/chosen": -0.08997511863708496,
"logps/rejected": -0.19795386493206024,
"loss": 0.1286,
"nll_loss": 0.08997511118650436,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": -0.008997512049973011,
"rewards/margins": 0.010797875002026558,
"rewards/rejected": -0.019795387983322144,
"step": 360
},
{
"epoch": 4.752025931928687,
"grad_norm": 8.6875,
"learning_rate": 2.944840695329241e-06,
"log_odds_chosen": 1.025542140007019,
"log_odds_ratio": -0.425952285528183,
"logits/chosen": 0.2633451819419861,
"logits/rejected": 0.2783696949481964,
"logps/chosen": -0.10049296915531158,
"logps/rejected": -0.21854564547538757,
"loss": 0.1431,
"nll_loss": 0.10049296915531158,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": -0.010049296543002129,
"rewards/margins": 0.01180526614189148,
"rewards/rejected": -0.021854562684893608,
"step": 370
},
{
"epoch": 4.881685575364668,
"grad_norm": 5.75,
"learning_rate": 2.9057308491685917e-06,
"log_odds_chosen": 1.234956979751587,
"log_odds_ratio": -0.3568402826786041,
"logits/chosen": 0.24401092529296875,
"logits/rejected": 0.2451014220714569,
"logps/chosen": -0.07865507900714874,
"logps/rejected": -0.203581303358078,
"loss": 0.1143,
"nll_loss": 0.07865507900714874,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -0.00786550808697939,
"rewards/margins": 0.012492623180150986,
"rewards/rejected": -0.02035813219845295,
"step": 380
},
{
"epoch": 5.0,
"grad_norm": 34.5,
"learning_rate": 2.868138957528299e-06,
"log_odds_chosen": 1.0074056386947632,
"log_odds_ratio": -0.3985820710659027,
"logits/chosen": 0.24308264255523682,
"logits/rejected": 0.24716907739639282,
"logps/chosen": -0.10467902570962906,
"logps/rejected": -0.22181673347949982,
"loss": 0.1437,
"nll_loss": 0.10467902570962906,
"rewards/accuracies": 0.835616409778595,
"rewards/chosen": -0.01046790275722742,
"rewards/margins": 0.011713770218193531,
"rewards/rejected": -0.0221816748380661,
"step": 390
},
{
"epoch": 5.12965964343598,
"grad_norm": 7.0,
"learning_rate": 2.8319693016191545e-06,
"log_odds_chosen": 1.0829907655715942,
"log_odds_ratio": -0.41158828139305115,
"logits/chosen": 0.19458886981010437,
"logits/rejected": 0.20825648307800293,
"logps/chosen": -0.08931930363178253,
"logps/rejected": -0.201105996966362,
"loss": 0.1305,
"nll_loss": 0.08931930363178253,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -0.008931929245591164,
"rewards/margins": 0.011178670451045036,
"rewards/rejected": -0.0201106034219265,
"step": 400
},
{
"epoch": 5.12965964343598,
"eval_log_odds_chosen": 0.6151826977729797,
"eval_log_odds_ratio": -0.5534268617630005,
"eval_logits/chosen": 0.20653298497200012,
"eval_logits/rejected": 0.2092633694410324,
"eval_logps/chosen": -0.11892642080783844,
"eval_logps/rejected": -0.20652154088020325,
"eval_loss": 0.17426909506320953,
"eval_nll_loss": 0.11892642080783844,
"eval_rewards/accuracies": 0.6969696879386902,
"eval_rewards/chosen": -0.011892642825841904,
"eval_rewards/margins": 0.0087595134973526,
"eval_rewards/rejected": -0.020652154460549355,
"eval_runtime": 2.1747,
"eval_samples_per_second": 15.175,
"eval_steps_per_second": 15.175,
"step": 400
},
{
"epoch": 5.12965964343598,
"step": 400,
"total_flos": 0.0,
"train_loss": 0.17726899266242982,
"train_runtime": 688.9491,
"train_samples_per_second": 4.645,
"train_steps_per_second": 0.581
}
],
"logging_steps": 10,
"max_steps": 400,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 400,
"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": 1,
"trial_name": null,
"trial_params": null
}