zephyr-7b-dpo-full / trainer_state.json
abgoswam's picture
Model save
1b22adc verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 478,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"grad_norm": 8.482095207381906,
"learning_rate": 1.0416666666666666e-08,
"logits/chosen": -2.715719223022461,
"logits/rejected": -2.648977279663086,
"logps/chosen": -280.43304443359375,
"logps/rejected": -269.5838623046875,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.02,
"grad_norm": 8.16883844563723,
"learning_rate": 1.0416666666666667e-07,
"logits/chosen": -2.732839345932007,
"logits/rejected": -2.667829990386963,
"logps/chosen": -252.18836975097656,
"logps/rejected": -247.36721801757812,
"loss": 0.6932,
"rewards/accuracies": 0.4027777910232544,
"rewards/chosen": -0.00020123104332014918,
"rewards/margins": -0.000496760243549943,
"rewards/rejected": 0.00029552922933362424,
"step": 10
},
{
"epoch": 0.04,
"grad_norm": 14.177063698718772,
"learning_rate": 2.0833333333333333e-07,
"logits/chosen": -2.69161057472229,
"logits/rejected": -2.6473488807678223,
"logps/chosen": -281.9129333496094,
"logps/rejected": -240.79598999023438,
"loss": 0.6923,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.0002729900588747114,
"rewards/margins": 0.0022440399043262005,
"rewards/rejected": -0.002517030341550708,
"step": 20
},
{
"epoch": 0.06,
"grad_norm": 9.049842796547402,
"learning_rate": 3.1249999999999997e-07,
"logits/chosen": -2.7057762145996094,
"logits/rejected": -2.6666598320007324,
"logps/chosen": -263.8976135253906,
"logps/rejected": -272.29376220703125,
"loss": 0.688,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.005987819284200668,
"rewards/margins": 0.008191236294806004,
"rewards/rejected": -0.0022034167777746916,
"step": 30
},
{
"epoch": 0.08,
"grad_norm": 8.064536836305289,
"learning_rate": 4.1666666666666667e-07,
"logits/chosen": -2.644676446914673,
"logits/rejected": -2.6523287296295166,
"logps/chosen": -250.64651489257812,
"logps/rejected": -240.74032592773438,
"loss": 0.6775,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.03351370617747307,
"rewards/margins": 0.024272698909044266,
"rewards/rejected": 0.009241009131073952,
"step": 40
},
{
"epoch": 0.1,
"grad_norm": 10.48307069571783,
"learning_rate": 4.999733114418725e-07,
"logits/chosen": -2.61690616607666,
"logits/rejected": -2.606698989868164,
"logps/chosen": -280.32537841796875,
"logps/rejected": -285.14044189453125,
"loss": 0.6572,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": 0.027328694239258766,
"rewards/margins": 0.08270208537578583,
"rewards/rejected": -0.05537338927388191,
"step": 50
},
{
"epoch": 0.13,
"grad_norm": 11.217495552902317,
"learning_rate": 4.990398100856366e-07,
"logits/chosen": -2.6028363704681396,
"logits/rejected": -2.567634344100952,
"logps/chosen": -257.1751403808594,
"logps/rejected": -286.7103271484375,
"loss": 0.6382,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": -0.04173869267106056,
"rewards/margins": 0.14793893694877625,
"rewards/rejected": -0.1896776258945465,
"step": 60
},
{
"epoch": 0.15,
"grad_norm": 17.002512653941917,
"learning_rate": 4.967775735898179e-07,
"logits/chosen": -2.5477585792541504,
"logits/rejected": -2.5538854598999023,
"logps/chosen": -292.3646240234375,
"logps/rejected": -295.1927795410156,
"loss": 0.6089,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.17977146804332733,
"rewards/margins": 0.22043642401695251,
"rewards/rejected": -0.40020790696144104,
"step": 70
},
{
"epoch": 0.17,
"grad_norm": 20.83722381714638,
"learning_rate": 4.931986719649298e-07,
"logits/chosen": -2.428433895111084,
"logits/rejected": -2.4765429496765137,
"logps/chosen": -269.8500671386719,
"logps/rejected": -280.10003662109375,
"loss": 0.6115,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.11873555183410645,
"rewards/margins": 0.21846923232078552,
"rewards/rejected": -0.3372047543525696,
"step": 80
},
{
"epoch": 0.19,
"grad_norm": 20.582635256945927,
"learning_rate": 4.883222001996351e-07,
"logits/chosen": -2.3149566650390625,
"logits/rejected": -2.3007912635803223,
"logps/chosen": -331.8517761230469,
"logps/rejected": -353.4700012207031,
"loss": 0.6084,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -0.4723566174507141,
"rewards/margins": 0.2896661162376404,
"rewards/rejected": -0.7620226740837097,
"step": 90
},
{
"epoch": 0.21,
"grad_norm": 15.474211826471516,
"learning_rate": 4.821741763807186e-07,
"logits/chosen": -2.2471911907196045,
"logits/rejected": -2.2106168270111084,
"logps/chosen": -346.5975646972656,
"logps/rejected": -342.70501708984375,
"loss": 0.5875,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -0.5387172698974609,
"rewards/margins": 0.4208316206932068,
"rewards/rejected": -0.9595489501953125,
"step": 100
},
{
"epoch": 0.21,
"eval_logits/chosen": -1.839242935180664,
"eval_logits/rejected": -1.8929309844970703,
"eval_logps/chosen": -327.45477294921875,
"eval_logps/rejected": -373.7126159667969,
"eval_loss": 0.5814013481140137,
"eval_rewards/accuracies": 0.6953125,
"eval_rewards/chosen": -0.6485257148742676,
"eval_rewards/margins": 0.46177732944488525,
"eval_rewards/rejected": -1.1103030443191528,
"eval_runtime": 42.9635,
"eval_samples_per_second": 46.551,
"eval_steps_per_second": 0.745,
"step": 100
},
{
"epoch": 0.23,
"grad_norm": 20.231938142939548,
"learning_rate": 4.747874028753375e-07,
"logits/chosen": -1.7017923593521118,
"logits/rejected": -1.6744320392608643,
"logps/chosen": -330.83038330078125,
"logps/rejected": -384.0965576171875,
"loss": 0.559,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -0.6345968246459961,
"rewards/margins": 0.5422910451889038,
"rewards/rejected": -1.1768878698349,
"step": 110
},
{
"epoch": 0.25,
"grad_norm": 33.96451578064435,
"learning_rate": 4.662012913161997e-07,
"logits/chosen": -1.5577061176300049,
"logits/rejected": -1.454756498336792,
"logps/chosen": -354.79632568359375,
"logps/rejected": -374.60076904296875,
"loss": 0.5508,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.6455836892127991,
"rewards/margins": 0.6170965433120728,
"rewards/rejected": -1.2626802921295166,
"step": 120
},
{
"epoch": 0.27,
"grad_norm": 22.138057395490627,
"learning_rate": 4.5646165232345103e-07,
"logits/chosen": -1.985395073890686,
"logits/rejected": -1.7330490350723267,
"logps/chosen": -381.68524169921875,
"logps/rejected": -393.6003723144531,
"loss": 0.5691,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -0.6896110773086548,
"rewards/margins": 0.46295279264450073,
"rewards/rejected": -1.1525638103485107,
"step": 130
},
{
"epoch": 0.29,
"grad_norm": 22.948235111766778,
"learning_rate": 4.456204510851956e-07,
"logits/chosen": -1.7121162414550781,
"logits/rejected": -1.4992659091949463,
"logps/chosen": -352.444580078125,
"logps/rejected": -359.44293212890625,
"loss": 0.5444,
"rewards/accuracies": 0.6875,
"rewards/chosen": -0.7159131765365601,
"rewards/margins": 0.5610858798027039,
"rewards/rejected": -1.2769991159439087,
"step": 140
},
{
"epoch": 0.31,
"grad_norm": 21.94614729668817,
"learning_rate": 4.337355301007335e-07,
"logits/chosen": -1.6999915838241577,
"logits/rejected": -1.5280932188034058,
"logps/chosen": -363.3777770996094,
"logps/rejected": -409.53472900390625,
"loss": 0.5354,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -0.6176407933235168,
"rewards/margins": 0.7246734499931335,
"rewards/rejected": -1.3423142433166504,
"step": 150
},
{
"epoch": 0.33,
"grad_norm": 25.951614311748312,
"learning_rate": 4.2087030056579986e-07,
"logits/chosen": -0.8817731142044067,
"logits/rejected": -0.6137579679489136,
"logps/chosen": -382.1938171386719,
"logps/rejected": -432.11004638671875,
"loss": 0.5293,
"rewards/accuracies": 0.6875,
"rewards/chosen": -1.0363513231277466,
"rewards/margins": 0.7439759373664856,
"rewards/rejected": -1.7803272008895874,
"step": 160
},
{
"epoch": 0.36,
"grad_norm": 22.62183660087882,
"learning_rate": 4.070934040463998e-07,
"logits/chosen": -0.8362399339675903,
"logits/rejected": -0.5129006505012512,
"logps/chosen": -383.85943603515625,
"logps/rejected": -450.67376708984375,
"loss": 0.5396,
"rewards/accuracies": 0.6875,
"rewards/chosen": -1.1981004476547241,
"rewards/margins": 0.5252794623374939,
"rewards/rejected": -1.7233800888061523,
"step": 170
},
{
"epoch": 0.38,
"grad_norm": 20.471718314655647,
"learning_rate": 3.9247834624635404e-07,
"logits/chosen": -1.1186776161193848,
"logits/rejected": -0.807415783405304,
"logps/chosen": -367.24517822265625,
"logps/rejected": -383.65325927734375,
"loss": 0.5423,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -0.7441693544387817,
"rewards/margins": 0.7058154344558716,
"rewards/rejected": -1.4499847888946533,
"step": 180
},
{
"epoch": 0.4,
"grad_norm": 27.806972171143425,
"learning_rate": 3.7710310482256523e-07,
"logits/chosen": -0.8124464750289917,
"logits/rejected": -0.3878273069858551,
"logps/chosen": -388.7113342285156,
"logps/rejected": -429.1011657714844,
"loss": 0.5411,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -1.1005661487579346,
"rewards/margins": 0.6401538252830505,
"rewards/rejected": -1.7407200336456299,
"step": 190
},
{
"epoch": 0.42,
"grad_norm": 26.53253409564454,
"learning_rate": 3.610497133404795e-07,
"logits/chosen": -0.11316045373678207,
"logits/rejected": 0.337258517742157,
"logps/chosen": -417.2351989746094,
"logps/rejected": -437.7659606933594,
"loss": 0.5306,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -1.1853481531143188,
"rewards/margins": 0.7383456826210022,
"rewards/rejected": -1.9236938953399658,
"step": 200
},
{
"epoch": 0.42,
"eval_logits/chosen": -0.4834875464439392,
"eval_logits/rejected": -0.16467474400997162,
"eval_logps/chosen": -377.3648681640625,
"eval_logps/rejected": -458.6296691894531,
"eval_loss": 0.5258087515830994,
"eval_rewards/accuracies": 0.7578125,
"eval_rewards/chosen": -1.1476268768310547,
"eval_rewards/margins": 0.8118469715118408,
"eval_rewards/rejected": -1.959473729133606,
"eval_runtime": 42.8446,
"eval_samples_per_second": 46.68,
"eval_steps_per_second": 0.747,
"step": 200
},
{
"epoch": 0.44,
"grad_norm": 32.607007304168285,
"learning_rate": 3.4440382358952115e-07,
"logits/chosen": -0.4726165235042572,
"logits/rejected": 0.2889423966407776,
"logps/chosen": -445.2005310058594,
"logps/rejected": -516.150390625,
"loss": 0.5157,
"rewards/accuracies": 0.8125,
"rewards/chosen": -1.5719295740127563,
"rewards/margins": 0.899932861328125,
"rewards/rejected": -2.471862316131592,
"step": 210
},
{
"epoch": 0.46,
"grad_norm": 26.982376912169133,
"learning_rate": 3.272542485937368e-07,
"logits/chosen": 0.02971530519425869,
"logits/rejected": 0.6972896456718445,
"logps/chosen": -488.6690979003906,
"logps/rejected": -517.7215576171875,
"loss": 0.5045,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": -1.9397350549697876,
"rewards/margins": 0.67905592918396,
"rewards/rejected": -2.618790626525879,
"step": 220
},
{
"epoch": 0.48,
"grad_norm": 28.31686307704009,
"learning_rate": 3.096924887558854e-07,
"logits/chosen": 0.3274112641811371,
"logits/rejected": 1.6159236431121826,
"logps/chosen": -472.36590576171875,
"logps/rejected": -560.3911743164062,
"loss": 0.5157,
"rewards/accuracies": 0.6875,
"rewards/chosen": -2.139970302581787,
"rewards/margins": 0.9002918004989624,
"rewards/rejected": -3.040262460708618,
"step": 230
},
{
"epoch": 0.5,
"grad_norm": 26.93455267413187,
"learning_rate": 2.9181224366319943e-07,
"logits/chosen": 0.34222739934921265,
"logits/rejected": 1.275580644607544,
"logps/chosen": -493.95916748046875,
"logps/rejected": -570.4260864257812,
"loss": 0.4844,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -2.126845598220825,
"rewards/margins": 0.9677503705024719,
"rewards/rejected": -3.0945961475372314,
"step": 240
},
{
"epoch": 0.52,
"grad_norm": 34.97761081158377,
"learning_rate": 2.7370891215954565e-07,
"logits/chosen": 0.15051239728927612,
"logits/rejected": 1.3550792932510376,
"logps/chosen": -447.21490478515625,
"logps/rejected": -547.626708984375,
"loss": 0.5157,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -2.229414463043213,
"rewards/margins": 1.004492998123169,
"rewards/rejected": -3.2339072227478027,
"step": 250
},
{
"epoch": 0.54,
"grad_norm": 22.98186057582904,
"learning_rate": 2.55479083351317e-07,
"logits/chosen": -0.6737252473831177,
"logits/rejected": -0.22596630454063416,
"logps/chosen": -423.21124267578125,
"logps/rejected": -537.1641845703125,
"loss": 0.4931,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -1.5507694482803345,
"rewards/margins": 1.1678037643432617,
"rewards/rejected": -2.7185730934143066,
"step": 260
},
{
"epoch": 0.56,
"grad_norm": 24.568187901601522,
"learning_rate": 2.3722002126275822e-07,
"logits/chosen": -0.7251144647598267,
"logits/rejected": 0.055858515202999115,
"logps/chosen": -460.47369384765625,
"logps/rejected": -515.4779663085938,
"loss": 0.5056,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": -1.7928097248077393,
"rewards/margins": 0.9766537547111511,
"rewards/rejected": -2.769463300704956,
"step": 270
},
{
"epoch": 0.59,
"grad_norm": 26.18745823449182,
"learning_rate": 2.19029145890313e-07,
"logits/chosen": -0.2248018980026245,
"logits/rejected": 0.7499777674674988,
"logps/chosen": -570.017822265625,
"logps/rejected": -637.1007690429688,
"loss": 0.4807,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": -2.686659097671509,
"rewards/margins": 1.049829125404358,
"rewards/rejected": -3.736487865447998,
"step": 280
},
{
"epoch": 0.61,
"grad_norm": 27.843254345626296,
"learning_rate": 2.0100351342479216e-07,
"logits/chosen": 0.017834633588790894,
"logits/rejected": 0.5087012052536011,
"logps/chosen": -523.2457275390625,
"logps/rejected": -614.5767211914062,
"loss": 0.4986,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -2.559013605117798,
"rewards/margins": 0.9906851053237915,
"rewards/rejected": -3.5496985912323,
"step": 290
},
{
"epoch": 0.63,
"grad_norm": 28.812343531542734,
"learning_rate": 1.8323929841460178e-07,
"logits/chosen": -0.09833024442195892,
"logits/rejected": 0.13667245209217072,
"logps/chosen": -530.9118041992188,
"logps/rejected": -594.4251098632812,
"loss": 0.5097,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -2.618612766265869,
"rewards/margins": 0.6055675745010376,
"rewards/rejected": -3.224180221557617,
"step": 300
},
{
"epoch": 0.63,
"eval_logits/chosen": -0.46580713987350464,
"eval_logits/rejected": -0.05736924335360527,
"eval_logps/chosen": -498.608642578125,
"eval_logps/rejected": -600.8517456054688,
"eval_loss": 0.5078553557395935,
"eval_rewards/accuracies": 0.765625,
"eval_rewards/chosen": -2.3600645065307617,
"eval_rewards/margins": 1.021630048751831,
"eval_rewards/rejected": -3.3816945552825928,
"eval_runtime": 42.9133,
"eval_samples_per_second": 46.606,
"eval_steps_per_second": 0.746,
"step": 300
},
{
"epoch": 0.65,
"grad_norm": 24.395908084810543,
"learning_rate": 1.6583128063291573e-07,
"logits/chosen": -0.20998772978782654,
"logits/rejected": 0.597333550453186,
"logps/chosen": -553.8638305664062,
"logps/rejected": -622.6854248046875,
"loss": 0.4601,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -2.6587719917297363,
"rewards/margins": 1.019250512123108,
"rewards/rejected": -3.678022861480713,
"step": 310
},
{
"epoch": 0.67,
"grad_norm": 34.66768420911215,
"learning_rate": 1.488723393865766e-07,
"logits/chosen": 0.16718712449073792,
"logits/rejected": 0.9329349398612976,
"logps/chosen": -593.7220458984375,
"logps/rejected": -669.1134033203125,
"loss": 0.4733,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -3.0446815490722656,
"rewards/margins": 1.103857159614563,
"rewards/rejected": -4.1485395431518555,
"step": 320
},
{
"epoch": 0.69,
"grad_norm": 28.471803594507218,
"learning_rate": 1.3245295796480788e-07,
"logits/chosen": -0.11941705644130707,
"logits/rejected": 0.6031097173690796,
"logps/chosen": -576.390869140625,
"logps/rejected": -662.9435424804688,
"loss": 0.4956,
"rewards/accuracies": 0.75,
"rewards/chosen": -2.895800828933716,
"rewards/margins": 1.0525661706924438,
"rewards/rejected": -3.9483673572540283,
"step": 330
},
{
"epoch": 0.71,
"grad_norm": 29.920730024726208,
"learning_rate": 1.1666074087171627e-07,
"logits/chosen": -0.6586230397224426,
"logits/rejected": -0.01618196628987789,
"logps/chosen": -558.61328125,
"logps/rejected": -645.0929565429688,
"loss": 0.4901,
"rewards/accuracies": 0.78125,
"rewards/chosen": -2.6631388664245605,
"rewards/margins": 0.9750139117240906,
"rewards/rejected": -3.638153076171875,
"step": 340
},
{
"epoch": 0.73,
"grad_norm": 28.451943555198234,
"learning_rate": 1.0157994641835734e-07,
"logits/chosen": -0.27327781915664673,
"logits/rejected": 0.1500699818134308,
"logps/chosen": -551.64501953125,
"logps/rejected": -615.7404174804688,
"loss": 0.5079,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -2.8532228469848633,
"rewards/margins": 0.7952502369880676,
"rewards/rejected": -3.6484732627868652,
"step": 350
},
{
"epoch": 0.75,
"grad_norm": 25.677922944710783,
"learning_rate": 8.729103716819111e-08,
"logits/chosen": -0.08269649744033813,
"logits/rejected": 0.27684250473976135,
"logps/chosen": -541.1990966796875,
"logps/rejected": -651.2036743164062,
"loss": 0.4674,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -2.9707937240600586,
"rewards/margins": 0.9196038246154785,
"rewards/rejected": -3.8903980255126953,
"step": 360
},
{
"epoch": 0.77,
"grad_norm": 36.170517312989006,
"learning_rate": 7.387025063449081e-08,
"logits/chosen": -0.2130926102399826,
"logits/rejected": 0.6245878338813782,
"logps/chosen": -593.176513671875,
"logps/rejected": -702.429443359375,
"loss": 0.4914,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -3.0834755897521973,
"rewards/margins": 1.1826813220977783,
"rewards/rejected": -4.266157150268555,
"step": 370
},
{
"epoch": 0.79,
"grad_norm": 29.948938424368286,
"learning_rate": 6.138919252022435e-08,
"logits/chosen": -0.31227773427963257,
"logits/rejected": 0.1758570820093155,
"logps/chosen": -569.8441162109375,
"logps/rejected": -653.1160278320312,
"loss": 0.4834,
"rewards/accuracies": 0.78125,
"rewards/chosen": -2.861605644226074,
"rewards/margins": 1.1251481771469116,
"rewards/rejected": -3.9867539405822754,
"step": 380
},
{
"epoch": 0.82,
"grad_norm": 28.643050867948876,
"learning_rate": 4.991445467064689e-08,
"logits/chosen": -0.4378163814544678,
"logits/rejected": 0.1975017786026001,
"logps/chosen": -487.02447509765625,
"logps/rejected": -627.4256591796875,
"loss": 0.4863,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": -2.4755725860595703,
"rewards/margins": 1.2951563596725464,
"rewards/rejected": -3.770728588104248,
"step": 390
},
{
"epoch": 0.84,
"grad_norm": 28.740512536833982,
"learning_rate": 3.9507259776993954e-08,
"logits/chosen": -0.464282363653183,
"logits/rejected": 0.3086758852005005,
"logps/chosen": -510.72564697265625,
"logps/rejected": -584.2462158203125,
"loss": 0.4906,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": -2.4956374168395996,
"rewards/margins": 0.9018915891647339,
"rewards/rejected": -3.397528886795044,
"step": 400
},
{
"epoch": 0.84,
"eval_logits/chosen": -0.5081287026405334,
"eval_logits/rejected": -0.03897371515631676,
"eval_logps/chosen": -499.4172058105469,
"eval_logps/rejected": -610.7911376953125,
"eval_loss": 0.49998462200164795,
"eval_rewards/accuracies": 0.76953125,
"eval_rewards/chosen": -2.368149995803833,
"eval_rewards/margins": 1.1129380464553833,
"eval_rewards/rejected": -3.4810879230499268,
"eval_runtime": 43.5613,
"eval_samples_per_second": 45.912,
"eval_steps_per_second": 0.735,
"step": 400
},
{
"epoch": 0.86,
"grad_norm": 29.137185743173024,
"learning_rate": 3.022313472693447e-08,
"logits/chosen": -0.427814781665802,
"logits/rejected": 0.47378939390182495,
"logps/chosen": -502.87939453125,
"logps/rejected": -579.4691162109375,
"loss": 0.5048,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -2.4262542724609375,
"rewards/margins": 0.9697957038879395,
"rewards/rejected": -3.396049976348877,
"step": 410
},
{
"epoch": 0.88,
"grad_norm": 28.72794205317694,
"learning_rate": 2.2111614344599684e-08,
"logits/chosen": -0.4604805111885071,
"logits/rejected": 0.19487139582633972,
"logps/chosen": -517.6533813476562,
"logps/rejected": -557.2385864257812,
"loss": 0.4911,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -2.416501760482788,
"rewards/margins": 0.9597095251083374,
"rewards/rejected": -3.376211643218994,
"step": 420
},
{
"epoch": 0.9,
"grad_norm": 21.80245746988776,
"learning_rate": 1.521597710086439e-08,
"logits/chosen": -0.3804924488067627,
"logits/rejected": 0.39526861906051636,
"logps/chosen": -535.6771240234375,
"logps/rejected": -618.59326171875,
"loss": 0.4719,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -2.5517053604125977,
"rewards/margins": 1.1444313526153564,
"rewards/rejected": -3.696136474609375,
"step": 430
},
{
"epoch": 0.92,
"grad_norm": 25.533460874638475,
"learning_rate": 9.57301420397924e-09,
"logits/chosen": -0.2722262442111969,
"logits/rejected": 0.6270692944526672,
"logps/chosen": -534.4539184570312,
"logps/rejected": -636.7295532226562,
"loss": 0.4921,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -2.657174587249756,
"rewards/margins": 1.1696617603302002,
"rewards/rejected": -3.826836347579956,
"step": 440
},
{
"epoch": 0.94,
"grad_norm": 29.41617255057514,
"learning_rate": 5.212833302556258e-09,
"logits/chosen": -0.4902656078338623,
"logits/rejected": 0.2050538957118988,
"logps/chosen": -552.1812744140625,
"logps/rejected": -615.8868408203125,
"loss": 0.4784,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -2.5670862197875977,
"rewards/margins": 1.0947918891906738,
"rewards/rejected": -3.6618781089782715,
"step": 450
},
{
"epoch": 0.96,
"grad_norm": 26.40697406008373,
"learning_rate": 2.158697848236607e-09,
"logits/chosen": -0.5525180697441101,
"logits/rejected": 0.4095240533351898,
"logps/chosen": -521.8342895507812,
"logps/rejected": -599.0489501953125,
"loss": 0.4933,
"rewards/accuracies": 0.75,
"rewards/chosen": -2.4641835689544678,
"rewards/margins": 1.049481987953186,
"rewards/rejected": -3.5136656761169434,
"step": 460
},
{
"epoch": 0.98,
"grad_norm": 40.87484210645662,
"learning_rate": 4.269029751107489e-10,
"logits/chosen": -0.38540196418762207,
"logits/rejected": 0.25467342138290405,
"logps/chosen": -550.1776123046875,
"logps/rejected": -633.5750732421875,
"loss": 0.4908,
"rewards/accuracies": 0.71875,
"rewards/chosen": -2.6054952144622803,
"rewards/margins": 0.973294734954834,
"rewards/rejected": -3.5787901878356934,
"step": 470
},
{
"epoch": 1.0,
"step": 478,
"total_flos": 0.0,
"train_loss": 0.535196884905444,
"train_runtime": 3527.4214,
"train_samples_per_second": 17.331,
"train_steps_per_second": 0.136
}
],
"logging_steps": 10,
"max_steps": 478,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}