just1nseo's picture
Model save
376e9eb verified
raw
history blame contribute delete
No virus
82.3 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 100,
"global_step": 987,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"dpo_losses": 0.6931471824645996,
"epoch": 0.0,
"grad_norm": 2.1006424602315215,
"learning_rate": 5.050505050505051e-09,
"logits/chosen": -2.589059352874756,
"logits/rejected": -2.6418559551239014,
"logps/chosen": -212.42770385742188,
"logps/rejected": -135.43048095703125,
"loss": 0.6931,
"positive_losses": 0.0,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/margins_max": 0.0,
"rewards/margins_min": 0.0,
"rewards/margins_std": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"dpo_losses": 0.6925780773162842,
"epoch": 0.03,
"grad_norm": 12.811305441645697,
"learning_rate": 5.05050505050505e-08,
"logits/chosen": -2.977125644683838,
"logits/rejected": -2.981342315673828,
"logps/chosen": -426.8561096191406,
"logps/rejected": -265.4306640625,
"loss": 0.6957,
"positive_losses": 0.01630179025232792,
"rewards/accuracies": 0.3888888955116272,
"rewards/chosen": 0.0003335709043312818,
"rewards/margins": 0.0011399724753573537,
"rewards/margins_max": 0.002273110207170248,
"rewards/margins_min": 6.834672603872605e-06,
"rewards/margins_std": 0.0016024988144636154,
"rewards/rejected": -0.0008064016001299024,
"step": 10
},
{
"dpo_losses": 0.6931944489479065,
"epoch": 0.06,
"grad_norm": 17.598175196981984,
"learning_rate": 1.01010101010101e-07,
"logits/chosen": -2.992300271987915,
"logits/rejected": -2.8757376670837402,
"logps/chosen": -376.1276550292969,
"logps/rejected": -280.2401428222656,
"loss": 0.7005,
"positive_losses": 0.06999759376049042,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.0003719997184816748,
"rewards/margins": -9.284308907808736e-05,
"rewards/margins_max": 0.0014239997835829854,
"rewards/margins_min": -0.0016096860636025667,
"rewards/margins_std": 0.0021451397333294153,
"rewards/rejected": 0.000464842829387635,
"step": 20
},
{
"dpo_losses": 0.6936646699905396,
"epoch": 0.09,
"grad_norm": 16.284910292127993,
"learning_rate": 1.5151515151515152e-07,
"logits/chosen": -2.8964314460754395,
"logits/rejected": -2.9219629764556885,
"logps/chosen": -204.34725952148438,
"logps/rejected": -278.52960205078125,
"loss": 0.698,
"positive_losses": 0.042078591883182526,
"rewards/accuracies": 0.3499999940395355,
"rewards/chosen": 0.0006226692348718643,
"rewards/margins": -0.0010327090276405215,
"rewards/margins_max": 0.0002273331192554906,
"rewards/margins_min": -0.002292751334607601,
"rewards/margins_std": 0.001781968749128282,
"rewards/rejected": 0.001655378146097064,
"step": 30
},
{
"dpo_losses": 0.6926015615463257,
"epoch": 0.12,
"grad_norm": 7.600951496593335,
"learning_rate": 2.02020202020202e-07,
"logits/chosen": -2.841174602508545,
"logits/rejected": -2.759981632232666,
"logps/chosen": -320.43280029296875,
"logps/rejected": -249.27462768554688,
"loss": 0.6944,
"positive_losses": 0.0006469726795330644,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.0031745159067213535,
"rewards/margins": 0.0010936097241938114,
"rewards/margins_max": 0.0026608791667968035,
"rewards/margins_min": -0.0004736593982670456,
"rewards/margins_std": 0.0022164531983435154,
"rewards/rejected": 0.0020809059496968985,
"step": 40
},
{
"dpo_losses": 0.6930263638496399,
"epoch": 0.15,
"grad_norm": 9.105946335609067,
"learning_rate": 2.525252525252525e-07,
"logits/chosen": -2.829671859741211,
"logits/rejected": -2.848930835723877,
"logps/chosen": -227.5389404296875,
"logps/rejected": -240.80026245117188,
"loss": 0.694,
"positive_losses": 0.0,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.004696831107139587,
"rewards/margins": 0.00024281651712954044,
"rewards/margins_max": 0.0018194876611232758,
"rewards/margins_min": -0.0013338546268641949,
"rewards/margins_std": 0.0022297496907413006,
"rewards/rejected": 0.004454014357179403,
"step": 50
},
{
"dpo_losses": 0.6927760243415833,
"epoch": 0.18,
"grad_norm": 1.9982033646829467,
"learning_rate": 3.0303030303030305e-07,
"logits/chosen": -2.807051420211792,
"logits/rejected": -2.722658157348633,
"logps/chosen": -333.5701599121094,
"logps/rejected": -296.24591064453125,
"loss": 0.6935,
"positive_losses": 0.01206359826028347,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.007529796566814184,
"rewards/margins": 0.0007501507643610239,
"rewards/margins_max": 0.004166206810623407,
"rewards/margins_min": -0.002665905049070716,
"rewards/margins_std": 0.004831031896173954,
"rewards/rejected": 0.006779646035283804,
"step": 60
},
{
"dpo_losses": 0.692486584186554,
"epoch": 0.21,
"grad_norm": 9.583384726566226,
"learning_rate": 3.535353535353535e-07,
"logits/chosen": -2.6647205352783203,
"logits/rejected": -2.6472456455230713,
"logps/chosen": -305.70159912109375,
"logps/rejected": -241.12240600585938,
"loss": 0.6938,
"positive_losses": 0.006031799130141735,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.007261182181537151,
"rewards/margins": 0.0013255949597805738,
"rewards/margins_max": 0.003496175166219473,
"rewards/margins_min": -0.0008449858287349343,
"rewards/margins_std": 0.0030696645844727755,
"rewards/rejected": 0.0059355879202485085,
"step": 70
},
{
"dpo_losses": 0.6925214529037476,
"epoch": 0.24,
"grad_norm": 2.10104329669103,
"learning_rate": 4.04040404040404e-07,
"logits/chosen": -2.965867280960083,
"logits/rejected": -2.8706986904144287,
"logps/chosen": -324.9981689453125,
"logps/rejected": -331.00262451171875,
"loss": 0.6938,
"positive_losses": 0.0,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.009126158431172371,
"rewards/margins": 0.0012557277223095298,
"rewards/margins_max": 0.0036045038141310215,
"rewards/margins_min": -0.0010930480202659965,
"rewards/margins_std": 0.0033216706942766905,
"rewards/rejected": 0.007870429195463657,
"step": 80
},
{
"dpo_losses": 0.6932989358901978,
"epoch": 0.27,
"grad_norm": 1.9836450871378364,
"learning_rate": 4.545454545454545e-07,
"logits/chosen": -2.7672338485717773,
"logits/rejected": -2.6813530921936035,
"logps/chosen": -280.62030029296875,
"logps/rejected": -277.8973388671875,
"loss": 0.6933,
"positive_losses": 0.0020202635787427425,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.007793852128088474,
"rewards/margins": -0.00029996776720508933,
"rewards/margins_max": 0.0021644725929945707,
"rewards/margins_min": -0.0027644080109894276,
"rewards/margins_std": 0.003485244931653142,
"rewards/rejected": 0.008093819953501225,
"step": 90
},
{
"dpo_losses": 0.6919553279876709,
"epoch": 0.3,
"grad_norm": 1.713342030808654,
"learning_rate": 4.99998435471878e-07,
"logits/chosen": -2.971386432647705,
"logits/rejected": -2.915938377380371,
"logps/chosen": -269.40509033203125,
"logps/rejected": -256.8268737792969,
"loss": 0.6932,
"positive_losses": 0.0,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.008469906635582447,
"rewards/margins": 0.002389331813901663,
"rewards/margins_max": 0.004788221325725317,
"rewards/margins_min": -9.557651537761558e-06,
"rewards/margins_std": 0.0033925422467291355,
"rewards/rejected": 0.006080574356019497,
"step": 100
},
{
"epoch": 0.3,
"eval_dpo_losses": 0.6925311088562012,
"eval_logits/chosen": -2.8593878746032715,
"eval_logits/rejected": -2.8141348361968994,
"eval_logps/chosen": -284.26416015625,
"eval_logps/rejected": -258.3495178222656,
"eval_loss": 0.6929529905319214,
"eval_positive_losses": 0.0051858690567314625,
"eval_rewards/accuracies": 0.579365074634552,
"eval_rewards/chosen": 0.009570538066327572,
"eval_rewards/margins": 0.0012392366770654917,
"eval_rewards/margins_max": 0.006621083710342646,
"eval_rewards/margins_min": -0.003959333524107933,
"eval_rewards/margins_std": 0.004715622402727604,
"eval_rewards/rejected": 0.00833130069077015,
"eval_runtime": 282.6491,
"eval_samples_per_second": 7.076,
"eval_steps_per_second": 0.223,
"step": 100
},
{
"dpo_losses": 0.6927061676979065,
"epoch": 0.33,
"grad_norm": 2.1416302847338655,
"learning_rate": 4.998107157902955e-07,
"logits/chosen": -2.841651201248169,
"logits/rejected": -2.74540638923645,
"logps/chosen": -310.16998291015625,
"logps/rejected": -254.25537109375,
"loss": 0.6931,
"positive_losses": 0.009991454891860485,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.009014981798827648,
"rewards/margins": 0.0008873892948031425,
"rewards/margins_max": 0.0038191110361367464,
"rewards/margins_min": -0.0020443324465304613,
"rewards/margins_std": 0.004146079998463392,
"rewards/rejected": 0.008127592504024506,
"step": 110
},
{
"dpo_losses": 0.6933146715164185,
"epoch": 0.36,
"grad_norm": 2.01446405141137,
"learning_rate": 4.993103596812268e-07,
"logits/chosen": -2.7760932445526123,
"logits/rejected": -2.853368043899536,
"logps/chosen": -241.74014282226562,
"logps/rejected": -251.635009765625,
"loss": 0.6928,
"positive_losses": 0.0,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.011283518746495247,
"rewards/margins": -0.00032261465094052255,
"rewards/margins_max": 0.0035319500602781773,
"rewards/margins_min": -0.00417717918753624,
"rewards/margins_std": 0.00545117724686861,
"rewards/rejected": 0.011606132611632347,
"step": 120
},
{
"dpo_losses": 0.6912622451782227,
"epoch": 0.4,
"grad_norm": 1.6295192671904115,
"learning_rate": 4.984979933369709e-07,
"logits/chosen": -2.9324135780334473,
"logits/rejected": -2.867285966873169,
"logps/chosen": -442.0322265625,
"logps/rejected": -269.4384765625,
"loss": 0.6928,
"positive_losses": 0.0,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.01560944877564907,
"rewards/margins": 0.0037853687535971403,
"rewards/margins_max": 0.007000140845775604,
"rewards/margins_min": 0.0005705966614186764,
"rewards/margins_std": 0.004546374548226595,
"rewards/rejected": 0.011824080720543861,
"step": 130
},
{
"dpo_losses": 0.6920586824417114,
"epoch": 0.43,
"grad_norm": 1.9106724203537326,
"learning_rate": 4.973746334285336e-07,
"logits/chosen": -2.803515911102295,
"logits/rejected": -2.8981337547302246,
"logps/chosen": -340.9748229980469,
"logps/rejected": -325.1402282714844,
"loss": 0.6917,
"positive_losses": 0.0,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.01538917887955904,
"rewards/margins": 0.002193502150475979,
"rewards/margins_max": 0.005477132275700569,
"rewards/margins_min": -0.001090128207579255,
"rewards/margins_std": 0.004643755033612251,
"rewards/rejected": 0.013195676729083061,
"step": 140
},
{
"dpo_losses": 0.6921483278274536,
"epoch": 0.46,
"grad_norm": 1.4481594604817483,
"learning_rate": 4.959416858332709e-07,
"logits/chosen": -2.855631113052368,
"logits/rejected": -2.820399045944214,
"logps/chosen": -271.1258544921875,
"logps/rejected": -282.1231689453125,
"loss": 0.6932,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.014782702550292015,
"rewards/margins": 0.002010155702009797,
"rewards/margins_max": 0.00527102081105113,
"rewards/margins_min": -0.001250709407031536,
"rewards/margins_std": 0.004611559212207794,
"rewards/rejected": 0.012772548012435436,
"step": 150
},
{
"dpo_losses": 0.6921746730804443,
"epoch": 0.49,
"grad_norm": 2.122964894274462,
"learning_rate": 4.942009438754421e-07,
"logits/chosen": -2.8902671337127686,
"logits/rejected": -2.875211238861084,
"logps/chosen": -210.3759765625,
"logps/rejected": -202.38551330566406,
"loss": 0.6939,
"positive_losses": 0.0,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": 0.014994035474956036,
"rewards/margins": 0.0019599986262619495,
"rewards/margins_max": 0.006691869348287582,
"rewards/margins_min": -0.0027718725614249706,
"rewards/margins_std": 0.006691875867545605,
"rewards/rejected": 0.013034040108323097,
"step": 160
},
{
"dpo_losses": 0.690701961517334,
"epoch": 0.52,
"grad_norm": 1.585863985509441,
"learning_rate": 4.921545860818778e-07,
"logits/chosen": -2.8698291778564453,
"logits/rejected": -2.769212484359741,
"logps/chosen": -274.9241943359375,
"logps/rejected": -276.3659973144531,
"loss": 0.6909,
"positive_losses": 0.0,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.019051264971494675,
"rewards/margins": 0.004921003244817257,
"rewards/margins_max": 0.009086159989237785,
"rewards/margins_min": 0.0007558457436971366,
"rewards/margins_std": 0.005890422035008669,
"rewards/rejected": 0.014130261726677418,
"step": 170
},
{
"dpo_losses": 0.692548394203186,
"epoch": 0.55,
"grad_norm": 8.258786695285371,
"learning_rate": 4.898051734555674e-07,
"logits/chosen": -2.8515067100524902,
"logits/rejected": -2.865828037261963,
"logps/chosen": -193.68429565429688,
"logps/rejected": -217.70962524414062,
"loss": 0.6921,
"positive_losses": 0.0,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.016250569373369217,
"rewards/margins": 0.0012078474974259734,
"rewards/margins_max": 0.0032145425211638212,
"rewards/margins_min": -0.0007988469442352653,
"rewards/margins_std": 0.002837894717231393,
"rewards/rejected": 0.01504272036254406,
"step": 180
},
{
"dpo_losses": 0.6910722255706787,
"epoch": 0.58,
"grad_norm": 9.556509896855202,
"learning_rate": 4.871556462705816e-07,
"logits/chosen": -2.663051128387451,
"logits/rejected": -2.8675954341888428,
"logps/chosen": -174.3250732421875,
"logps/rejected": -239.2481231689453,
"loss": 0.692,
"positive_losses": 0.0,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.020512599498033524,
"rewards/margins": 0.004181156400591135,
"rewards/margins_max": 0.009443456307053566,
"rewards/margins_min": -0.0010811425745487213,
"rewards/margins_std": 0.007442014757543802,
"rewards/rejected": 0.016331443563103676,
"step": 190
},
{
"dpo_losses": 0.6924042701721191,
"epoch": 0.61,
"grad_norm": 2.1686233219670368,
"learning_rate": 4.842093203923387e-07,
"logits/chosen": -2.906074047088623,
"logits/rejected": -2.8612585067749023,
"logps/chosen": -219.8831787109375,
"logps/rejected": -310.6004638671875,
"loss": 0.6919,
"positive_losses": 0.0378265380859375,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.02058028057217598,
"rewards/margins": 0.0015535615384578705,
"rewards/margins_max": 0.009957343339920044,
"rewards/margins_min": -0.006850218866020441,
"rewards/margins_std": 0.011884740553796291,
"rewards/rejected": 0.01902671717107296,
"step": 200
},
{
"epoch": 0.61,
"eval_dpo_losses": 0.6904077529907227,
"eval_logits/chosen": -2.858304977416992,
"eval_logits/rejected": -2.813277244567871,
"eval_logps/chosen": -282.7998962402344,
"eval_logps/rejected": -257.31414794921875,
"eval_loss": 0.6915329694747925,
"eval_positive_losses": 0.01193891279399395,
"eval_rewards/accuracies": 0.6666666865348816,
"eval_rewards/chosen": 0.024213315919041634,
"eval_rewards/margins": 0.0055284094996750355,
"eval_rewards/margins_max": 0.019484752789139748,
"eval_rewards/margins_min": -0.008329018950462341,
"eval_rewards/margins_std": 0.012371117249131203,
"eval_rewards/rejected": 0.018684905022382736,
"eval_runtime": 282.1184,
"eval_samples_per_second": 7.089,
"eval_steps_per_second": 0.223,
"step": 200
},
{
"dpo_losses": 0.6858643293380737,
"epoch": 0.64,
"grad_norm": 1.962735267678132,
"learning_rate": 4.809698831278217e-07,
"logits/chosen": -2.9653470516204834,
"logits/rejected": -2.9085001945495605,
"logps/chosen": -375.43804931640625,
"logps/rejected": -293.70599365234375,
"loss": 0.6913,
"positive_losses": 0.0,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.032657068222761154,
"rewards/margins": 0.014679856598377228,
"rewards/margins_max": 0.026673411950469017,
"rewards/margins_min": 0.002686301711946726,
"rewards/margins_std": 0.01696144789457321,
"rewards/rejected": 0.017977211624383926,
"step": 210
},
{
"dpo_losses": 0.6917377710342407,
"epoch": 0.67,
"grad_norm": 1.9665123469481351,
"learning_rate": 4.774413886109386e-07,
"logits/chosen": -2.9416866302490234,
"logits/rejected": -2.848280429840088,
"logps/chosen": -281.5489807128906,
"logps/rejected": -228.3254852294922,
"loss": 0.6904,
"positive_losses": 0.0,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.024796273559331894,
"rewards/margins": 0.002851649885997176,
"rewards/margins_max": 0.00997900776565075,
"rewards/margins_min": -0.004275707062333822,
"rewards/margins_std": 0.010079605504870415,
"rewards/rejected": 0.021944623440504074,
"step": 220
},
{
"dpo_losses": 0.6900176405906677,
"epoch": 0.7,
"grad_norm": 8.719769818128936,
"learning_rate": 4.736282527288008e-07,
"logits/chosen": -2.9049994945526123,
"logits/rejected": -2.930379629135132,
"logps/chosen": -204.6458740234375,
"logps/rejected": -201.35501098632812,
"loss": 0.6932,
"positive_losses": 0.0,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.02477971278131008,
"rewards/margins": 0.006342197768390179,
"rewards/margins_max": 0.015214154496788979,
"rewards/margins_min": -0.0025297594256699085,
"rewards/margins_std": 0.012546841986477375,
"rewards/rejected": 0.018437515944242477,
"step": 230
},
{
"dpo_losses": 0.6900538802146912,
"epoch": 0.73,
"grad_norm": 2.0583669693189552,
"learning_rate": 4.6953524759527053e-07,
"logits/chosen": -3.0629992485046387,
"logits/rejected": -2.9669101238250732,
"logps/chosen": -341.70391845703125,
"logps/rejected": -327.5718078613281,
"loss": 0.6911,
"positive_losses": 0.0,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.029439503327012062,
"rewards/margins": 0.006293328013271093,
"rewards/margins_max": 0.019671425223350525,
"rewards/margins_min": -0.0070847696624696255,
"rewards/margins_std": 0.018919486552476883,
"rewards/rejected": 0.023146172985434532,
"step": 240
},
{
"dpo_losses": 0.6918362379074097,
"epoch": 0.76,
"grad_norm": 1.9864876382070107,
"learning_rate": 4.6516749557869185e-07,
"logits/chosen": -2.9660696983337402,
"logits/rejected": -2.871572494506836,
"logps/chosen": -272.2618408203125,
"logps/rejected": -243.72860717773438,
"loss": 0.6926,
"positive_losses": 0.0,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.030278582125902176,
"rewards/margins": 0.002722159493714571,
"rewards/margins_max": 0.014538141898810863,
"rewards/margins_min": -0.009093823842704296,
"rewards/margins_std": 0.016710322350263596,
"rewards/rejected": 0.027556419372558594,
"step": 250
},
{
"dpo_losses": 0.6899689435958862,
"epoch": 0.79,
"grad_norm": 2.12838016274278,
"learning_rate": 4.6053046289128194e-07,
"logits/chosen": -2.956109046936035,
"logits/rejected": -2.9426538944244385,
"logps/chosen": -241.18115234375,
"logps/rejected": -204.5635528564453,
"loss": 0.6896,
"positive_losses": 0.00806427001953125,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.029516180977225304,
"rewards/margins": 0.006419041194021702,
"rewards/margins_max": 0.014670031145215034,
"rewards/margins_min": -0.0018319508526474237,
"rewards/margins_std": 0.011668664403259754,
"rewards/rejected": 0.023097142577171326,
"step": 260
},
{
"dpo_losses": 0.6896145343780518,
"epoch": 0.82,
"grad_norm": 2.012252233192398,
"learning_rate": 4.5562995274820283e-07,
"logits/chosen": -2.819646120071411,
"logits/rejected": -2.845240354537964,
"logps/chosen": -307.28582763671875,
"logps/rejected": -313.50897216796875,
"loss": 0.6913,
"positive_losses": 0.06691131740808487,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.025536488741636276,
"rewards/margins": 0.007166997995227575,
"rewards/margins_max": 0.01585778035223484,
"rewards/margins_min": -0.0015237818006426096,
"rewards/margins_std": 0.012290618382394314,
"rewards/rejected": 0.018369488418102264,
"step": 270
},
{
"dpo_losses": 0.6887096166610718,
"epoch": 0.85,
"grad_norm": 2.181123977999317,
"learning_rate": 4.5047209810487705e-07,
"logits/chosen": -2.971086025238037,
"logits/rejected": -2.9251911640167236,
"logps/chosen": -351.91864013671875,
"logps/rejected": -323.68658447265625,
"loss": 0.6897,
"positive_losses": 0.03092041052877903,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.04124215617775917,
"rewards/margins": 0.009057796560227871,
"rewards/margins_max": 0.017794614657759666,
"rewards/margins_min": 0.00032097622170113027,
"rewards/margins_std": 0.012355729006230831,
"rewards/rejected": 0.032184358686208725,
"step": 280
},
{
"dpo_losses": 0.6910039186477661,
"epoch": 0.88,
"grad_norm": 1.7264365586137154,
"learning_rate": 4.450633539816351e-07,
"logits/chosen": -2.669238567352295,
"logits/rejected": -2.6185073852539062,
"logps/chosen": -229.40542602539062,
"logps/rejected": -268.8614501953125,
"loss": 0.6898,
"positive_losses": 0.0014183043967932463,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.029668454080820084,
"rewards/margins": 0.00436769612133503,
"rewards/margins_max": 0.01580682210624218,
"rewards/margins_min": -0.007071429397910833,
"rewards/margins_std": 0.01617736741900444,
"rewards/rejected": 0.025300756096839905,
"step": 290
},
{
"dpo_losses": 0.688437819480896,
"epoch": 0.91,
"grad_norm": 7.040817600804112,
"learning_rate": 4.394104893853007e-07,
"logits/chosen": -3.0286426544189453,
"logits/rejected": -2.9285566806793213,
"logps/chosen": -266.41265869140625,
"logps/rejected": -276.48675537109375,
"loss": 0.6903,
"positive_losses": 0.08214263617992401,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.037517085671424866,
"rewards/margins": 0.009616566821932793,
"rewards/margins_max": 0.027836177498102188,
"rewards/margins_min": -0.008603041991591454,
"rewards/margins_std": 0.025766421109437943,
"rewards/rejected": 0.027900516986846924,
"step": 300
},
{
"epoch": 0.91,
"eval_dpo_losses": 0.6876209378242493,
"eval_logits/chosen": -2.853738784790039,
"eval_logits/rejected": -2.8086090087890625,
"eval_logps/chosen": -281.2695007324219,
"eval_logps/rejected": -256.35443115234375,
"eval_loss": 0.6898627877235413,
"eval_positive_losses": 0.016462840139865875,
"eval_rewards/accuracies": 0.6666666865348816,
"eval_rewards/chosen": 0.03951713442802429,
"eval_rewards/margins": 0.011234736070036888,
"eval_rewards/margins_max": 0.0378512442111969,
"eval_rewards/margins_min": -0.014283931814134121,
"eval_rewards/margins_std": 0.023247137665748596,
"eval_rewards/rejected": 0.028282402083277702,
"eval_runtime": 281.1088,
"eval_samples_per_second": 7.115,
"eval_steps_per_second": 0.224,
"step": 300
},
{
"dpo_losses": 0.6858936548233032,
"epoch": 0.94,
"grad_norm": 1.534301986044828,
"learning_rate": 4.33520578837825e-07,
"logits/chosen": -2.7751994132995605,
"logits/rejected": -2.767688035964966,
"logps/chosen": -286.08197021484375,
"logps/rejected": -240.5784912109375,
"loss": 0.6894,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.04037940502166748,
"rewards/margins": 0.014671111479401588,
"rewards/margins_max": 0.025094876065850258,
"rewards/margins_min": 0.004247347824275494,
"rewards/margins_std": 0.014741426333785057,
"rewards/rejected": 0.02570829726755619,
"step": 310
},
{
"dpo_losses": 0.6850165128707886,
"epoch": 0.97,
"grad_norm": 1.9190817282141555,
"learning_rate": 4.2740099352256954e-07,
"logits/chosen": -2.9025392532348633,
"logits/rejected": -2.907529592514038,
"logps/chosen": -202.9761505126953,
"logps/rejected": -240.7790985107422,
"loss": 0.6868,
"positive_losses": 0.0,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.04233746603131294,
"rewards/margins": 0.016391225159168243,
"rewards/margins_max": 0.023528441786766052,
"rewards/margins_min": 0.00925400760024786,
"rewards/margins_std": 0.010093549266457558,
"rewards/rejected": 0.02594623900949955,
"step": 320
},
{
"dpo_losses": 0.6829380989074707,
"epoch": 1.0,
"grad_norm": 2.017378170300957,
"learning_rate": 4.2105939205932005e-07,
"logits/chosen": -2.9684784412384033,
"logits/rejected": -2.8465845584869385,
"logps/chosen": -384.70379638671875,
"logps/rejected": -371.2561950683594,
"loss": 0.6893,
"positive_losses": 0.0,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.056094102561473846,
"rewards/margins": 0.02067440189421177,
"rewards/margins_max": 0.03426554799079895,
"rewards/margins_min": 0.007083254866302013,
"rewards/margins_std": 0.019220784306526184,
"rewards/rejected": 0.03541969880461693,
"step": 330
},
{
"dpo_losses": 0.6854172348976135,
"epoch": 1.03,
"grad_norm": 2.002276198207298,
"learning_rate": 4.145037109195757e-07,
"logits/chosen": -2.9032974243164062,
"logits/rejected": -2.9131686687469482,
"logps/chosen": -265.29217529296875,
"logps/rejected": -192.96426391601562,
"loss": 0.6866,
"positive_losses": 0.01656951941549778,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.044899724423885345,
"rewards/margins": 0.01578436978161335,
"rewards/margins_max": 0.03546427935361862,
"rewards/margins_min": -0.003895541187375784,
"rewards/margins_std": 0.02783159911632538,
"rewards/rejected": 0.029115352779626846,
"step": 340
},
{
"dpo_losses": 0.6908459067344666,
"epoch": 1.06,
"grad_norm": 1.847200301127122,
"learning_rate": 4.077421544941079e-07,
"logits/chosen": -2.8273587226867676,
"logits/rejected": -2.8343966007232666,
"logps/chosen": -225.12521362304688,
"logps/rejected": -211.3616180419922,
"loss": 0.6867,
"positive_losses": 0.089324951171875,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.038552217185497284,
"rewards/margins": 0.004919026046991348,
"rewards/margins_max": 0.021458707749843597,
"rewards/margins_min": -0.011620650999248028,
"rewards/margins_std": 0.0233906377106905,
"rewards/rejected": 0.03363319858908653,
"step": 350
},
{
"dpo_losses": 0.6812031865119934,
"epoch": 1.09,
"grad_norm": 1.9045252266933426,
"learning_rate": 4.0078318482522114e-07,
"logits/chosen": -2.8550143241882324,
"logits/rejected": -2.851294755935669,
"logps/chosen": -236.28811645507812,
"logps/rejected": -254.1648406982422,
"loss": 0.6854,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.05590778589248657,
"rewards/margins": 0.024477163329720497,
"rewards/margins_max": 0.046524226665496826,
"rewards/margins_min": 0.0024301104713231325,
"rewards/margins_std": 0.031179243698716164,
"rewards/rejected": 0.031430620700120926,
"step": 360
},
{
"dpo_losses": 0.6793321371078491,
"epoch": 1.12,
"grad_norm": 2.2246778576418613,
"learning_rate": 3.9363551101656356e-07,
"logits/chosen": -2.8856711387634277,
"logits/rejected": -2.7337353229522705,
"logps/chosen": -360.27142333984375,
"logps/rejected": -211.5453338623047,
"loss": 0.6838,
"positive_losses": 0.0,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.05444517731666565,
"rewards/margins": 0.02811727486550808,
"rewards/margins_max": 0.04928036779165268,
"rewards/margins_min": 0.006954180542379618,
"rewards/margins_std": 0.029929134994745255,
"rewards/rejected": 0.02632790245115757,
"step": 370
},
{
"dpo_losses": 0.6877564787864685,
"epoch": 1.16,
"grad_norm": 2.093111994313669,
"learning_rate": 3.8630807833374277e-07,
"logits/chosen": -2.9553494453430176,
"logits/rejected": -2.8332180976867676,
"logps/chosen": -270.87994384765625,
"logps/rejected": -317.43060302734375,
"loss": 0.6851,
"positive_losses": 0.0,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.052814941853284836,
"rewards/margins": 0.011218393221497536,
"rewards/margins_max": 0.03882121667265892,
"rewards/margins_min": -0.01638443022966385,
"rewards/margins_std": 0.039036285132169724,
"rewards/rejected": 0.04159654304385185,
"step": 380
},
{
"dpo_losses": 0.6842631101608276,
"epoch": 1.19,
"grad_norm": 1.9478894060100704,
"learning_rate": 3.7881005700938627e-07,
"logits/chosen": -2.883104085922241,
"logits/rejected": -2.9553048610687256,
"logps/chosen": -286.1315002441406,
"logps/rejected": -273.46533203125,
"loss": 0.6845,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.061849962919950485,
"rewards/margins": 0.01832859218120575,
"rewards/margins_max": 0.04364844784140587,
"rewards/margins_min": -0.006991264875978231,
"rewards/margins_std": 0.03580768406391144,
"rewards/rejected": 0.043521374464035034,
"step": 390
},
{
"dpo_losses": 0.6858700513839722,
"epoch": 1.22,
"grad_norm": 2.027188274912056,
"learning_rate": 3.711508307666567e-07,
"logits/chosen": -2.8832974433898926,
"logits/rejected": -2.911393404006958,
"logps/chosen": -202.76405334472656,
"logps/rejected": -219.851318359375,
"loss": 0.6832,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.053437333554029465,
"rewards/margins": 0.014844384975731373,
"rewards/margins_max": 0.03350861743092537,
"rewards/margins_min": -0.0038198456168174744,
"rewards/margins_std": 0.02639520727097988,
"rewards/rejected": 0.038592949509620667,
"step": 400
},
{
"epoch": 1.22,
"eval_dpo_losses": 0.6846545934677124,
"eval_logits/chosen": -2.850677490234375,
"eval_logits/rejected": -2.8056881427764893,
"eval_logps/chosen": -279.9754638671875,
"eval_logps/rejected": -255.6741485595703,
"eval_loss": 0.6891601085662842,
"eval_positive_losses": 0.030417578294873238,
"eval_rewards/accuracies": 0.7023809552192688,
"eval_rewards/chosen": 0.052457116544246674,
"eval_rewards/margins": 0.01737220212817192,
"eval_rewards/margins_max": 0.05574695020914078,
"eval_rewards/margins_min": -0.019588936120271683,
"eval_rewards/margins_std": 0.03368803858757019,
"eval_rewards/rejected": 0.03508492186665535,
"eval_runtime": 281.5128,
"eval_samples_per_second": 7.104,
"eval_steps_per_second": 0.224,
"step": 400
},
{
"dpo_losses": 0.6754962205886841,
"epoch": 1.25,
"grad_norm": 1.8539817875046798,
"learning_rate": 3.6333998507558596e-07,
"logits/chosen": -2.7948994636535645,
"logits/rejected": -2.838921070098877,
"logps/chosen": -243.80331420898438,
"logps/rejected": -267.6720275878906,
"loss": 0.6841,
"positive_losses": 0.0,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": 0.061250943690538406,
"rewards/margins": 0.03602340444922447,
"rewards/margins_max": 0.05897093936800957,
"rewards/margins_min": 0.013075867667794228,
"rewards/margins_std": 0.032452717423439026,
"rewards/rejected": 0.025227541103959084,
"step": 410
},
{
"dpo_losses": 0.6807809472084045,
"epoch": 1.28,
"grad_norm": 6.364237058452619,
"learning_rate": 3.5538729515692354e-07,
"logits/chosen": -2.943338394165039,
"logits/rejected": -2.7816109657287598,
"logps/chosen": -335.1874084472656,
"logps/rejected": -279.122802734375,
"loss": 0.6895,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.06752719730138779,
"rewards/margins": 0.025191819295287132,
"rewards/margins_max": 0.04893922060728073,
"rewards/margins_min": 0.001444423571228981,
"rewards/margins_std": 0.03358389437198639,
"rewards/rejected": 0.04233537241816521,
"step": 420
},
{
"dpo_losses": 0.6775410175323486,
"epoch": 1.31,
"grad_norm": 2.1288430860755887,
"learning_rate": 3.4730271374851453e-07,
"logits/chosen": -2.8643321990966797,
"logits/rejected": -2.8559885025024414,
"logps/chosen": -335.872802734375,
"logps/rejected": -249.48501586914062,
"loss": 0.6787,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.06267213821411133,
"rewards/margins": 0.03193260729312897,
"rewards/margins_max": 0.05750267580151558,
"rewards/margins_min": 0.006362536456435919,
"rewards/margins_std": 0.03616153448820114,
"rewards/rejected": 0.03073953464627266,
"step": 430
},
{
"dpo_losses": 0.6760178208351135,
"epoch": 1.34,
"grad_norm": 2.302278973535758,
"learning_rate": 3.390963586495142e-07,
"logits/chosen": -2.7527740001678467,
"logits/rejected": -2.7448365688323975,
"logps/chosen": -291.7049560546875,
"logps/rejected": -197.5590362548828,
"loss": 0.6836,
"positive_losses": 0.0,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": 0.06701546162366867,
"rewards/margins": 0.03498576581478119,
"rewards/margins_max": 0.05517752841114998,
"rewards/margins_min": 0.01479400135576725,
"rewards/margins_std": 0.02855546772480011,
"rewards/rejected": 0.03202969953417778,
"step": 440
},
{
"dpo_losses": 0.6835552453994751,
"epoch": 1.37,
"grad_norm": 7.531724083885525,
"learning_rate": 3.3077850005803125e-07,
"logits/chosen": -3.047640562057495,
"logits/rejected": -2.9399123191833496,
"logps/chosen": -273.14666748046875,
"logps/rejected": -232.124267578125,
"loss": 0.6811,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.05829363316297531,
"rewards/margins": 0.019574137404561043,
"rewards/margins_max": 0.040946681052446365,
"rewards/margins_min": -0.001798404031433165,
"rewards/margins_std": 0.03022533655166626,
"rewards/rejected": 0.03871949762105942,
"step": 450
},
{
"dpo_losses": 0.6802719831466675,
"epoch": 1.4,
"grad_norm": 2.1783384024286963,
"learning_rate": 3.2235954771804384e-07,
"logits/chosen": -2.899862051010132,
"logits/rejected": -2.8675050735473633,
"logps/chosen": -288.083740234375,
"logps/rejected": -268.29876708984375,
"loss": 0.683,
"positive_losses": 0.0,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.0625755786895752,
"rewards/margins": 0.026135718449950218,
"rewards/margins_max": 0.04849334806203842,
"rewards/margins_min": 0.0037780862767249346,
"rewards/margins_std": 0.03161846846342087,
"rewards/rejected": 0.03643985837697983,
"step": 460
},
{
"dpo_losses": 0.6933653354644775,
"epoch": 1.43,
"grad_norm": 6.179682870277185,
"learning_rate": 3.138500378916752e-07,
"logits/chosen": -2.8621251583099365,
"logits/rejected": -2.8821539878845215,
"logps/chosen": -181.8573455810547,
"logps/rejected": -222.8794708251953,
"loss": 0.6844,
"positive_losses": 0.0033210753463208675,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": 0.04994913935661316,
"rewards/margins": -5.03659236983367e-07,
"rewards/margins_max": 0.01866455376148224,
"rewards/margins_min": -0.018665555864572525,
"rewards/margins_std": 0.0263963732868433,
"rewards/rejected": 0.04994964599609375,
"step": 470
},
{
"dpo_losses": 0.6902952790260315,
"epoch": 1.46,
"grad_norm": 2.096436783641514,
"learning_rate": 3.0526062017313247e-07,
"logits/chosen": -2.8722407817840576,
"logits/rejected": -2.9027137756347656,
"logps/chosen": -245.9871826171875,
"logps/rejected": -332.47283935546875,
"loss": 0.6832,
"positive_losses": 0.0,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.0516946017742157,
"rewards/margins": 0.006326904986053705,
"rewards/margins_max": 0.03602270036935806,
"rewards/margins_min": -0.023368891328573227,
"rewards/margins_std": 0.041996195912361145,
"rewards/rejected": 0.04536769539117813,
"step": 480
},
{
"dpo_losses": 0.6820996999740601,
"epoch": 1.49,
"grad_norm": 2.214654285326634,
"learning_rate": 2.966020441608114e-07,
"logits/chosen": -2.940601110458374,
"logits/rejected": -2.950160026550293,
"logps/chosen": -408.1592712402344,
"logps/rejected": -367.73052978515625,
"loss": 0.683,
"positive_losses": 0.10776062309741974,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.06694754213094711,
"rewards/margins": 0.02292126789689064,
"rewards/margins_max": 0.04947842285037041,
"rewards/margins_min": -0.0036358858924359083,
"rewards/margins_std": 0.037557490170001984,
"rewards/rejected": 0.04402626305818558,
"step": 490
},
{
"dpo_losses": 0.6780664324760437,
"epoch": 1.52,
"grad_norm": 2.3489902153022464,
"learning_rate": 2.8788514600424653e-07,
"logits/chosen": -2.9777138233184814,
"logits/rejected": -2.8717598915100098,
"logps/chosen": -271.792236328125,
"logps/rejected": -217.39794921875,
"loss": 0.6776,
"positive_losses": 0.04692535474896431,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.07212454080581665,
"rewards/margins": 0.031092515215277672,
"rewards/margins_max": 0.05294063687324524,
"rewards/margins_min": 0.009244391694664955,
"rewards/margins_std": 0.03089791163802147,
"rewards/rejected": 0.04103202372789383,
"step": 500
},
{
"epoch": 1.52,
"eval_dpo_losses": 0.6824542880058289,
"eval_logits/chosen": -2.8494935035705566,
"eval_logits/rejected": -2.8047306537628174,
"eval_logps/chosen": -278.7507629394531,
"eval_logps/rejected": -254.91441345214844,
"eval_loss": 0.6883726716041565,
"eval_positive_losses": 0.04435727000236511,
"eval_rewards/accuracies": 0.6904761791229248,
"eval_rewards/chosen": 0.06470431387424469,
"eval_rewards/margins": 0.02202197164297104,
"eval_rewards/margins_max": 0.07098579406738281,
"eval_rewards/margins_min": -0.025560587644577026,
"eval_rewards/margins_std": 0.04328176751732826,
"eval_rewards/rejected": 0.042682331055402756,
"eval_runtime": 282.2305,
"eval_samples_per_second": 7.086,
"eval_steps_per_second": 0.223,
"step": 500
},
{
"dpo_losses": 0.684786319732666,
"epoch": 1.55,
"grad_norm": 1.8216734943221224,
"learning_rate": 2.791208348427426e-07,
"logits/chosen": -2.806025981903076,
"logits/rejected": -2.7332119941711426,
"logps/chosen": -350.2364501953125,
"logps/rejected": -264.30572509765625,
"loss": 0.6831,
"positive_losses": 0.04189910739660263,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.05516824126243591,
"rewards/margins": 0.017182758077979088,
"rewards/margins_max": 0.042931947857141495,
"rewards/margins_min": -0.008566427044570446,
"rewards/margins_std": 0.036414846777915955,
"rewards/rejected": 0.037985485047101974,
"step": 510
},
{
"dpo_losses": 0.6818202137947083,
"epoch": 1.58,
"grad_norm": 7.65808980206578,
"learning_rate": 2.703200791526611e-07,
"logits/chosen": -3.0046448707580566,
"logits/rejected": -2.982851505279541,
"logps/chosen": -296.64495849609375,
"logps/rejected": -249.4301300048828,
"loss": 0.6837,
"positive_losses": 0.0,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.07770957797765732,
"rewards/margins": 0.02354852482676506,
"rewards/margins_max": 0.04674399644136429,
"rewards/margins_min": 0.000353056937456131,
"rewards/margins_std": 0.03280334919691086,
"rewards/rejected": 0.05416105315089226,
"step": 520
},
{
"dpo_losses": 0.6779841184616089,
"epoch": 1.61,
"grad_norm": 2.0053415493661566,
"learning_rate": 2.6149389302044487e-07,
"logits/chosen": -2.849656105041504,
"logits/rejected": -2.743305206298828,
"logps/chosen": -389.1894836425781,
"logps/rejected": -333.93048095703125,
"loss": 0.6807,
"positive_losses": 0.0,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.08877243846654892,
"rewards/margins": 0.031258475035429,
"rewards/margins_max": 0.05623454600572586,
"rewards/margins_min": 0.006282416172325611,
"rewards/margins_std": 0.03532148897647858,
"rewards/rejected": 0.05751396343111992,
"step": 530
},
{
"dpo_losses": 0.6694897413253784,
"epoch": 1.64,
"grad_norm": 1.8763346054855339,
"learning_rate": 2.526533223585641e-07,
"logits/chosen": -2.7003915309906006,
"logits/rejected": -2.768725872039795,
"logps/chosen": -374.7425231933594,
"logps/rejected": -326.8890075683594,
"loss": 0.6778,
"positive_losses": 0.0,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.08555268496274948,
"rewards/margins": 0.048603277653455734,
"rewards/margins_max": 0.07389990985393524,
"rewards/margins_min": 0.023306647315621376,
"rewards/margins_std": 0.0357748381793499,
"rewards/rejected": 0.03694940358400345,
"step": 540
},
{
"dpo_losses": 0.6740890741348267,
"epoch": 1.67,
"grad_norm": 7.77121120757971,
"learning_rate": 2.438094310816307e-07,
"logits/chosen": -2.7915353775024414,
"logits/rejected": -2.8357605934143066,
"logps/chosen": -232.6016387939453,
"logps/rejected": -294.88299560546875,
"loss": 0.6826,
"positive_losses": 0.0,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.06982794404029846,
"rewards/margins": 0.03929734230041504,
"rewards/margins_max": 0.07744838297367096,
"rewards/margins_min": 0.0011462997645139694,
"rewards/margins_std": 0.05395371839404106,
"rewards/rejected": 0.030530598014593124,
"step": 550
},
{
"dpo_losses": 0.6748778820037842,
"epoch": 1.7,
"grad_norm": 2.150634086609646,
"learning_rate": 2.3497328725998406e-07,
"logits/chosen": -2.8007655143737793,
"logits/rejected": -2.8195149898529053,
"logps/chosen": -272.33734130859375,
"logps/rejected": -247.6636199951172,
"loss": 0.6794,
"positive_losses": 0.18440398573875427,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.08441298454999924,
"rewards/margins": 0.03730101138353348,
"rewards/margins_max": 0.05858795717358589,
"rewards/margins_min": 0.016014060005545616,
"rewards/margins_std": 0.030104290693998337,
"rewards/rejected": 0.047111984342336655,
"step": 560
},
{
"dpo_losses": 0.6834501028060913,
"epoch": 1.73,
"grad_norm": 1.9329413652442144,
"learning_rate": 2.261559492680755e-07,
"logits/chosen": -3.00966215133667,
"logits/rejected": -2.9343342781066895,
"logps/chosen": -364.2731018066406,
"logps/rejected": -270.2425537109375,
"loss": 0.6883,
"positive_losses": 0.03923187404870987,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.07380800694227219,
"rewards/margins": 0.020400431007146835,
"rewards/margins_max": 0.051741547882556915,
"rewards/margins_min": -0.010940684005618095,
"rewards/margins_std": 0.04432303458452225,
"rewards/rejected": 0.05340757966041565,
"step": 570
},
{
"dpo_losses": 0.683830738067627,
"epoch": 1.76,
"grad_norm": 6.498857250997875,
"learning_rate": 2.1736845194498716e-07,
"logits/chosen": -2.8374483585357666,
"logits/rejected": -2.778815507888794,
"logps/chosen": -294.1668395996094,
"logps/rejected": -277.2710876464844,
"loss": 0.6838,
"positive_losses": 0.0,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.0776522159576416,
"rewards/margins": 0.018975799903273582,
"rewards/margins_max": 0.03656230866909027,
"rewards/margins_min": 0.0013892930001020432,
"rewards/margins_std": 0.02487107738852501,
"rewards/rejected": 0.05867641046643257,
"step": 580
},
{
"dpo_losses": 0.6692390441894531,
"epoch": 1.79,
"grad_norm": 14.442968348535452,
"learning_rate": 2.0862179278440504e-07,
"logits/chosen": -2.752941608428955,
"logits/rejected": -2.595552921295166,
"logps/chosen": -326.27947998046875,
"logps/rejected": -363.86175537109375,
"loss": 0.6826,
"positive_losses": 0.0,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.09450069069862366,
"rewards/margins": 0.04905655235052109,
"rewards/margins_max": 0.08510641753673553,
"rewards/margins_min": 0.013006689958274364,
"rewards/margins_std": 0.05098220705986023,
"rewards/rejected": 0.04544413462281227,
"step": 590
},
{
"dpo_losses": 0.6739311218261719,
"epoch": 1.82,
"grad_norm": 1.8571868330601113,
"learning_rate": 1.9992691817133024e-07,
"logits/chosen": -2.814953327178955,
"logits/rejected": -2.798966884613037,
"logps/chosen": -228.36764526367188,
"logps/rejected": -220.4230499267578,
"loss": 0.677,
"positive_losses": 0.0,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.07805188000202179,
"rewards/margins": 0.03935372084379196,
"rewards/margins_max": 0.06514634191989899,
"rewards/margins_min": 0.013561112806200981,
"rewards/margins_std": 0.0364762619137764,
"rewards/rejected": 0.03869815915822983,
"step": 600
},
{
"epoch": 1.82,
"eval_dpo_losses": 0.6810709238052368,
"eval_logits/chosen": -2.8493857383728027,
"eval_logits/rejected": -2.804689407348633,
"eval_logps/chosen": -277.5360412597656,
"eval_logps/rejected": -253.9931640625,
"eval_loss": 0.6872838139533997,
"eval_positive_losses": 0.04589047655463219,
"eval_rewards/accuracies": 0.682539701461792,
"eval_rewards/chosen": 0.07685134559869766,
"eval_rewards/margins": 0.02495652064681053,
"eval_rewards/margins_max": 0.08033440262079239,
"eval_rewards/margins_min": -0.02796892076730728,
"eval_rewards/margins_std": 0.04838396981358528,
"eval_rewards/rejected": 0.05189482495188713,
"eval_runtime": 282.2305,
"eval_samples_per_second": 7.086,
"eval_steps_per_second": 0.223,
"step": 600
},
{
"dpo_losses": 0.6791930794715881,
"epoch": 1.85,
"grad_norm": 2.108916508331074,
"learning_rate": 1.912947096827513e-07,
"logits/chosen": -2.977818250656128,
"logits/rejected": -2.8510375022888184,
"logps/chosen": -303.4037170410156,
"logps/rejected": -240.5347137451172,
"loss": 0.6825,
"positive_losses": 0.0,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.08365954458713531,
"rewards/margins": 0.028567474335432053,
"rewards/margins_max": 0.05369936302304268,
"rewards/margins_min": 0.003435590071603656,
"rewards/margins_std": 0.03554185479879379,
"rewards/rejected": 0.05509205535054207,
"step": 610
},
{
"dpo_losses": 0.6858159303665161,
"epoch": 1.88,
"grad_norm": 2.0427241279215775,
"learning_rate": 1.8273597046942452e-07,
"logits/chosen": -2.8828835487365723,
"logits/rejected": -2.7817318439483643,
"logps/chosen": -252.5178985595703,
"logps/rejected": -227.63070678710938,
"loss": 0.6838,
"positive_losses": 0.16164550185203552,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.06277048587799072,
"rewards/margins": 0.015206271782517433,
"rewards/margins_max": 0.04130411148071289,
"rewards/margins_min": -0.010891567915678024,
"rewards/margins_std": 0.03690791875123978,
"rewards/rejected": 0.04756421223282814,
"step": 620
},
{
"dpo_losses": 0.6795656681060791,
"epoch": 1.91,
"grad_norm": 4.79445166991863,
"learning_rate": 1.742614117358029e-07,
"logits/chosen": -2.863675594329834,
"logits/rejected": -2.8280770778656006,
"logps/chosen": -238.7898712158203,
"logps/rejected": -213.51846313476562,
"loss": 0.6827,
"positive_losses": 0.0,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.06867232173681259,
"rewards/margins": 0.028171828016638756,
"rewards/margins_max": 0.06020760536193848,
"rewards/margins_min": -0.0038639488629996777,
"rewards/margins_std": 0.04530543461441994,
"rewards/rejected": 0.040500491857528687,
"step": 630
},
{
"dpo_losses": 0.6790474057197571,
"epoch": 1.95,
"grad_norm": 1.9164560727509983,
"learning_rate": 1.6588163933503686e-07,
"logits/chosen": -2.7663025856018066,
"logits/rejected": -2.7693681716918945,
"logps/chosen": -180.65650939941406,
"logps/rejected": -231.96517944335938,
"loss": 0.6845,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.05268232896924019,
"rewards/margins": 0.028681308031082153,
"rewards/margins_max": 0.053858645260334015,
"rewards/margins_min": 0.0035039703361690044,
"rewards/margins_std": 0.035606130957603455,
"rewards/rejected": 0.02400101348757744,
"step": 640
},
{
"dpo_losses": 0.682746946811676,
"epoch": 1.98,
"grad_norm": 2.1910688443112587,
"learning_rate": 1.5760714049581947e-07,
"logits/chosen": -2.835636615753174,
"logits/rejected": -2.823740243911743,
"logps/chosen": -217.59878540039062,
"logps/rejected": -202.2057342529297,
"loss": 0.6825,
"positive_losses": 0.016841506585478783,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.05880022048950195,
"rewards/margins": 0.021725308150053024,
"rewards/margins_max": 0.05336114764213562,
"rewards/margins_min": -0.009910527616739273,
"rewards/margins_std": 0.04473983123898506,
"rewards/rejected": 0.03707490488886833,
"step": 650
},
{
"dpo_losses": 0.6814676523208618,
"epoch": 2.01,
"grad_norm": 1.922230509309539,
"learning_rate": 1.4944827069769122e-07,
"logits/chosen": -3.023953914642334,
"logits/rejected": -2.9771876335144043,
"logps/chosen": -332.7305603027344,
"logps/rejected": -338.9562072753906,
"loss": 0.6765,
"positive_losses": 0.052425384521484375,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.054904378950595856,
"rewards/margins": 0.02420732006430626,
"rewards/margins_max": 0.05272083729505539,
"rewards/margins_min": -0.004306197632104158,
"rewards/margins_std": 0.04032420367002487,
"rewards/rejected": 0.03069705329835415,
"step": 660
},
{
"dpo_losses": 0.6808332204818726,
"epoch": 2.04,
"grad_norm": 2.128169444960246,
"learning_rate": 1.4141524071122656e-07,
"logits/chosen": -2.90728497505188,
"logits/rejected": -2.9327125549316406,
"logps/chosen": -294.28411865234375,
"logps/rejected": -306.5546569824219,
"loss": 0.6781,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.08569607883691788,
"rewards/margins": 0.026000851765275,
"rewards/margins_max": 0.06097273901104927,
"rewards/margins_min": -0.008971036411821842,
"rewards/margins_std": 0.049457717686891556,
"rewards/rejected": 0.059695225208997726,
"step": 670
},
{
"dpo_losses": 0.6652864217758179,
"epoch": 2.07,
"grad_norm": 2.0596328226644616,
"learning_rate": 1.3351810381932387e-07,
"logits/chosen": -2.879633665084839,
"logits/rejected": -2.866821765899658,
"logps/chosen": -277.6556091308594,
"logps/rejected": -225.43563842773438,
"loss": 0.6728,
"positive_losses": 0.06625213474035263,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.09781384468078613,
"rewards/margins": 0.05752427130937576,
"rewards/margins_max": 0.09321505576372147,
"rewards/margins_min": 0.02183348871767521,
"rewards/margins_std": 0.0504743866622448,
"rewards/rejected": 0.04028957709670067,
"step": 680
},
{
"dpo_losses": 0.6790655255317688,
"epoch": 2.1,
"grad_norm": 2.366475517541238,
"learning_rate": 1.2576674323558928e-07,
"logits/chosen": -2.954852819442749,
"logits/rejected": -2.885873794555664,
"logps/chosen": -260.78973388671875,
"logps/rejected": -258.0441589355469,
"loss": 0.6782,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.08070608973503113,
"rewards/margins": 0.02996811270713806,
"rewards/margins_max": 0.07714684307575226,
"rewards/margins_min": -0.017210613936185837,
"rewards/margins_std": 0.06672079861164093,
"rewards/rejected": 0.050737977027893066,
"step": 690
},
{
"dpo_losses": 0.677202582359314,
"epoch": 2.13,
"grad_norm": 2.333653791310998,
"learning_rate": 1.1817085973556152e-07,
"logits/chosen": -2.869096279144287,
"logits/rejected": -2.842957019805908,
"logps/chosen": -240.80905151367188,
"logps/rejected": -281.9169006347656,
"loss": 0.6796,
"positive_losses": 0.0,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.08999605476856232,
"rewards/margins": 0.032623276114463806,
"rewards/margins_max": 0.05816454440355301,
"rewards/margins_min": 0.007082013878971338,
"rewards/margins_std": 0.03612080588936806,
"rewards/rejected": 0.057372767478227615,
"step": 700
},
{
"epoch": 2.13,
"eval_dpo_losses": 0.6800086498260498,
"eval_logits/chosen": -2.8477256298065186,
"eval_logits/rejected": -2.802640676498413,
"eval_logps/chosen": -277.2366027832031,
"eval_logps/rejected": -253.92018127441406,
"eval_loss": 0.687153697013855,
"eval_positive_losses": 0.05479403957724571,
"eval_rewards/accuracies": 0.682539701461792,
"eval_rewards/chosen": 0.0798461064696312,
"eval_rewards/margins": 0.0272214412689209,
"eval_rewards/margins_max": 0.08652784675359726,
"eval_rewards/margins_min": -0.029835335910320282,
"eval_rewards/margins_std": 0.05211076885461807,
"eval_rewards/rejected": 0.0526246652007103,
"eval_runtime": 281.0737,
"eval_samples_per_second": 7.116,
"eval_steps_per_second": 0.224,
"step": 700
},
{
"dpo_losses": 0.6692663431167603,
"epoch": 2.16,
"grad_norm": 1.7167790990262888,
"learning_rate": 1.1073995951625664e-07,
"logits/chosen": -2.9118266105651855,
"logits/rejected": -2.8686835765838623,
"logps/chosen": -400.4477844238281,
"logps/rejected": -264.7125549316406,
"loss": 0.677,
"positive_losses": 0.0,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.10832663625478745,
"rewards/margins": 0.0492747537791729,
"rewards/margins_max": 0.08400574326515198,
"rewards/margins_min": 0.014543762430548668,
"rewards/margins_std": 0.049117036163806915,
"rewards/rejected": 0.05905189365148544,
"step": 710
},
{
"dpo_losses": 0.670403778553009,
"epoch": 2.19,
"grad_norm": 1.8644942647733735,
"learning_rate": 1.0348334229922676e-07,
"logits/chosen": -2.9610977172851562,
"logits/rejected": -2.86533784866333,
"logps/chosen": -368.39862060546875,
"logps/rejected": -269.9642028808594,
"loss": 0.6754,
"positive_losses": 0.0,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": 0.08919496089220047,
"rewards/margins": 0.04688384756445885,
"rewards/margins_max": 0.08247358351945877,
"rewards/margins_min": 0.01129411906003952,
"rewards/margins_std": 0.0503314845263958,
"rewards/rejected": 0.04231110215187073,
"step": 720
},
{
"dpo_losses": 0.6769901514053345,
"epoch": 2.22,
"grad_norm": 2.180859431848076,
"learning_rate": 9.6410089692021e-08,
"logits/chosen": -2.9250197410583496,
"logits/rejected": -2.9387307167053223,
"logps/chosen": -361.2002868652344,
"logps/rejected": -294.02313232421875,
"loss": 0.6754,
"positive_losses": 0.214344784617424,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.07332402467727661,
"rewards/margins": 0.033169932663440704,
"rewards/margins_max": 0.05973232537508011,
"rewards/margins_min": 0.0066075399518013,
"rewards/margins_std": 0.037564896047115326,
"rewards/rejected": 0.04015409201383591,
"step": 730
},
{
"dpo_losses": 0.6715595126152039,
"epoch": 2.25,
"grad_norm": 2.04722557268885,
"learning_rate": 8.95290538226148e-08,
"logits/chosen": -2.7215945720672607,
"logits/rejected": -2.681288957595825,
"logps/chosen": -238.29833984375,
"logps/rejected": -157.76754760742188,
"loss": 0.6755,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.08287638425827026,
"rewards/margins": 0.04476654529571533,
"rewards/margins_max": 0.07331255823373795,
"rewards/margins_min": 0.016220541670918465,
"rewards/margins_std": 0.040370143949985504,
"rewards/rejected": 0.03810984641313553,
"step": 740
},
{
"dpo_losses": 0.6766847372055054,
"epoch": 2.28,
"grad_norm": 7.254140526558107,
"learning_rate": 8.284884626103164e-08,
"logits/chosen": -2.8504419326782227,
"logits/rejected": -2.817267656326294,
"logps/chosen": -230.2511749267578,
"logps/rejected": -262.9688415527344,
"loss": 0.6787,
"positive_losses": 0.0,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.07979516685009003,
"rewards/margins": 0.03387243300676346,
"rewards/margins_max": 0.05933348461985588,
"rewards/margins_min": 0.008411377668380737,
"rewards/margins_std": 0.036007367074489594,
"rewards/rejected": 0.04592275246977806,
"step": 750
},
{
"dpo_losses": 0.6724633574485779,
"epoch": 2.31,
"grad_norm": 2.1195303141123993,
"learning_rate": 7.637782724202072e-08,
"logits/chosen": -2.8214287757873535,
"logits/rejected": -2.8338170051574707,
"logps/chosen": -247.1202850341797,
"logps/rejected": -217.5040740966797,
"loss": 0.684,
"positive_losses": 0.0,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": 0.07794385403394699,
"rewards/margins": 0.04256601259112358,
"rewards/margins_max": 0.07706017792224884,
"rewards/margins_min": 0.008071859367191792,
"rewards/margins_std": 0.0487821027636528,
"rewards/rejected": 0.03537784516811371,
"step": 760
},
{
"dpo_losses": 0.6884227991104126,
"epoch": 2.34,
"grad_norm": 6.591694443648593,
"learning_rate": 7.01240952022801e-08,
"logits/chosen": -2.8677477836608887,
"logits/rejected": -2.832568883895874,
"logps/chosen": -238.2762451171875,
"logps/rejected": -235.57272338867188,
"loss": 0.6773,
"positive_losses": 0.13628844916820526,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.06362812221050262,
"rewards/margins": 0.009944443590939045,
"rewards/margins_max": 0.03966521471738815,
"rewards/margins_min": -0.019776327535510063,
"rewards/margins_std": 0.04203151911497116,
"rewards/rejected": 0.053683679550886154,
"step": 770
},
{
"dpo_losses": 0.6836405396461487,
"epoch": 2.37,
"grad_norm": 2.3289966359685415,
"learning_rate": 6.409547664531733e-08,
"logits/chosen": -2.867485523223877,
"logits/rejected": -2.867396831512451,
"logps/chosen": -221.3419189453125,
"logps/rejected": -208.03866577148438,
"loss": 0.6768,
"positive_losses": 0.0,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.06145999953150749,
"rewards/margins": 0.019474489614367485,
"rewards/margins_max": 0.04479853808879852,
"rewards/margins_min": -0.00584955420345068,
"rewards/margins_std": 0.03581360727548599,
"rewards/rejected": 0.04198550805449486,
"step": 780
},
{
"dpo_losses": 0.6730223894119263,
"epoch": 2.4,
"grad_norm": 2.003874601891291,
"learning_rate": 5.829951634663324e-08,
"logits/chosen": -2.7790565490722656,
"logits/rejected": -2.7391462326049805,
"logps/chosen": -245.35067749023438,
"logps/rejected": -180.18910217285156,
"loss": 0.6751,
"positive_losses": 0.0,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.08253587782382965,
"rewards/margins": 0.04125886410474777,
"rewards/margins_max": 0.0634620413184166,
"rewards/margins_min": 0.019055673852562904,
"rewards/margins_std": 0.03140005096793175,
"rewards/rejected": 0.041277021169662476,
"step": 790
},
{
"dpo_losses": 0.6658504605293274,
"epoch": 2.43,
"grad_norm": 2.0012405839420944,
"learning_rate": 5.274346791148601e-08,
"logits/chosen": -2.9153144359588623,
"logits/rejected": -2.84319806098938,
"logps/chosen": -366.9844665527344,
"logps/rejected": -288.7860412597656,
"loss": 0.6778,
"positive_losses": 0.0,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.08800138533115387,
"rewards/margins": 0.05663619562983513,
"rewards/margins_max": 0.09046684950590134,
"rewards/margins_min": 0.022805536165833473,
"rewards/margins_std": 0.04784378036856651,
"rewards/rejected": 0.031365178525447845,
"step": 800
},
{
"epoch": 2.43,
"eval_dpo_losses": 0.6795361638069153,
"eval_logits/chosen": -2.8473622798919678,
"eval_logits/rejected": -2.8024210929870605,
"eval_logps/chosen": -277.22216796875,
"eval_logps/rejected": -254.00743103027344,
"eval_loss": 0.6875322461128235,
"eval_positive_losses": 0.060370072722435,
"eval_rewards/accuracies": 0.682539701461792,
"eval_rewards/chosen": 0.07999046891927719,
"eval_rewards/margins": 0.0282380823045969,
"eval_rewards/margins_max": 0.08973579108715057,
"eval_rewards/margins_min": -0.030655015259981155,
"eval_rewards/margins_std": 0.05399897322058678,
"eval_rewards/rejected": 0.05175239220261574,
"eval_runtime": 281.3076,
"eval_samples_per_second": 7.11,
"eval_steps_per_second": 0.224,
"step": 800
},
{
"dpo_losses": 0.6727338433265686,
"epoch": 2.46,
"grad_norm": 7.411310583604656,
"learning_rate": 4.743428469705335e-08,
"logits/chosen": -2.6556921005249023,
"logits/rejected": -2.691716432571411,
"logps/chosen": -270.0729064941406,
"logps/rejected": -222.0420379638672,
"loss": 0.6752,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.08230028301477432,
"rewards/margins": 0.04306231066584587,
"rewards/margins_max": 0.09098808467388153,
"rewards/margins_min": -0.004863465670496225,
"rewards/margins_std": 0.06777729094028473,
"rewards/rejected": 0.03923797979950905,
"step": 810
},
{
"dpo_losses": 0.6766294240951538,
"epoch": 2.49,
"grad_norm": 2.0160351712928146,
"learning_rate": 4.2378611110352707e-08,
"logits/chosen": -2.8572134971618652,
"logits/rejected": -2.9511802196502686,
"logps/chosen": -193.8530731201172,
"logps/rejected": -267.66522216796875,
"loss": 0.6747,
"positive_losses": 0.0,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.06872855871915817,
"rewards/margins": 0.03442535921931267,
"rewards/margins_max": 0.07178723812103271,
"rewards/margins_min": -0.0029365241061896086,
"rewards/margins_std": 0.05283767729997635,
"rewards/rejected": 0.034303199499845505,
"step": 820
},
{
"dpo_losses": 0.6828433275222778,
"epoch": 2.52,
"grad_norm": 2.1498185591320773,
"learning_rate": 3.75827742928107e-08,
"logits/chosen": -2.9401209354400635,
"logits/rejected": -2.8616251945495605,
"logps/chosen": -311.86260986328125,
"logps/rejected": -264.8041076660156,
"loss": 0.6773,
"positive_losses": 0.0,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.087630495429039,
"rewards/margins": 0.022305091843008995,
"rewards/margins_max": 0.07450206577777863,
"rewards/margins_min": -0.029891883954405785,
"rewards/margins_std": 0.0738176628947258,
"rewards/rejected": 0.06532540172338486,
"step": 830
},
{
"dpo_losses": 0.6704001426696777,
"epoch": 2.55,
"grad_norm": 11.453340827604897,
"learning_rate": 3.305277620188826e-08,
"logits/chosen": -2.805208921432495,
"logits/rejected": -2.840792179107666,
"logps/chosen": -336.3541564941406,
"logps/rejected": -344.42413330078125,
"loss": 0.6733,
"positive_losses": 0.0,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.09611042588949203,
"rewards/margins": 0.04694870114326477,
"rewards/margins_max": 0.08145497739315033,
"rewards/margins_min": 0.012442430481314659,
"rewards/margins_std": 0.04879923164844513,
"rewards/rejected": 0.04916173219680786,
"step": 840
},
{
"dpo_losses": 0.6803882122039795,
"epoch": 2.58,
"grad_norm": 2.3437007644568086,
"learning_rate": 2.879428609967105e-08,
"logits/chosen": -2.921419620513916,
"logits/rejected": -2.8526148796081543,
"logps/chosen": -216.5243377685547,
"logps/rejected": -294.4681091308594,
"loss": 0.6739,
"positive_losses": 0.0,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.07691861689090729,
"rewards/margins": 0.02676830254495144,
"rewards/margins_max": 0.05155067518353462,
"rewards/margins_min": 0.001985931070521474,
"rewards/margins_std": 0.035047560930252075,
"rewards/rejected": 0.0501503124833107,
"step": 850
},
{
"dpo_losses": 0.679145872592926,
"epoch": 2.61,
"grad_norm": 2.249308373857521,
"learning_rate": 2.4812633457826666e-08,
"logits/chosen": -2.868685007095337,
"logits/rejected": -2.853390693664551,
"logps/chosen": -259.72357177734375,
"logps/rejected": -335.20465087890625,
"loss": 0.6762,
"positive_losses": 0.0,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.0714501366019249,
"rewards/margins": 0.028765708208084106,
"rewards/margins_max": 0.051595449447631836,
"rewards/margins_min": 0.00593597162514925,
"rewards/margins_std": 0.03228612244129181,
"rewards/rejected": 0.04268442839384079,
"step": 860
},
{
"dpo_losses": 0.6712166666984558,
"epoch": 2.64,
"grad_norm": 1.888865132587614,
"learning_rate": 2.1112801287806375e-08,
"logits/chosen": -2.803732395172119,
"logits/rejected": -2.8339738845825195,
"logps/chosen": -336.16632080078125,
"logps/rejected": -346.7503662109375,
"loss": 0.6767,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.10950883477926254,
"rewards/margins": 0.04584169760346413,
"rewards/margins_max": 0.0953935980796814,
"rewards/margins_min": -0.003710202407091856,
"rewards/margins_std": 0.07007695734500885,
"rewards/rejected": 0.06366713345050812,
"step": 870
},
{
"dpo_losses": 0.663690447807312,
"epoch": 2.67,
"grad_norm": 2.5335259272331125,
"learning_rate": 1.7699419904640022e-08,
"logits/chosen": -2.864894151687622,
"logits/rejected": -2.822705030441284,
"logps/chosen": -253.73703002929688,
"logps/rejected": -260.36767578125,
"loss": 0.6763,
"positive_losses": 0.0,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.1016063317656517,
"rewards/margins": 0.060955654829740524,
"rewards/margins_max": 0.10850463807582855,
"rewards/margins_min": 0.013406666927039623,
"rewards/margins_std": 0.06724441796541214,
"rewards/rejected": 0.040650688111782074,
"step": 880
},
{
"dpo_losses": 0.6715737581253052,
"epoch": 2.71,
"grad_norm": 11.524954878911132,
"learning_rate": 1.4576761132127912e-08,
"logits/chosen": -3.0019936561584473,
"logits/rejected": -2.8649494647979736,
"logps/chosen": -330.13470458984375,
"logps/rejected": -248.55508422851562,
"loss": 0.674,
"positive_losses": 0.0,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.07323987782001495,
"rewards/margins": 0.044342849403619766,
"rewards/margins_max": 0.0754455104470253,
"rewards/margins_min": 0.013240176253020763,
"rewards/margins_std": 0.04398581385612488,
"rewards/rejected": 0.028897028416395187,
"step": 890
},
{
"dpo_losses": 0.6749640107154846,
"epoch": 2.74,
"grad_norm": 1.8036243560449348,
"learning_rate": 1.1748732956682023e-08,
"logits/chosen": -2.7051098346710205,
"logits/rejected": -2.655970335006714,
"logps/chosen": -257.9394836425781,
"logps/rejected": -181.5701446533203,
"loss": 0.6739,
"positive_losses": 0.0,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.07508902996778488,
"rewards/margins": 0.03800603747367859,
"rewards/margins_max": 0.09310616552829742,
"rewards/margins_min": -0.017094094306230545,
"rewards/margins_std": 0.07792335003614426,
"rewards/rejected": 0.03708299994468689,
"step": 900
},
{
"epoch": 2.74,
"eval_dpo_losses": 0.679327130317688,
"eval_logits/chosen": -2.8477160930633545,
"eval_logits/rejected": -2.802847385406494,
"eval_logps/chosen": -277.20367431640625,
"eval_logps/rejected": -254.03451538085938,
"eval_loss": 0.6877949833869934,
"eval_positive_losses": 0.06513993442058563,
"eval_rewards/accuracies": 0.670634925365448,
"eval_rewards/chosen": 0.08017554879188538,
"eval_rewards/margins": 0.028694164007902145,
"eval_rewards/margins_max": 0.09142320603132248,
"eval_rewards/margins_min": -0.03173976391553879,
"eval_rewards/margins_std": 0.05502929911017418,
"eval_rewards/rejected": 0.05148139223456383,
"eval_runtime": 282.246,
"eval_samples_per_second": 7.086,
"eval_steps_per_second": 0.223,
"step": 900
},
{
"dpo_losses": 0.6807221174240112,
"epoch": 2.77,
"grad_norm": 7.587296620491664,
"learning_rate": 9.218874636507556e-09,
"logits/chosen": -2.8844008445739746,
"logits/rejected": -2.8472609519958496,
"logps/chosen": -232.85934448242188,
"logps/rejected": -256.0882873535156,
"loss": 0.6782,
"positive_losses": 0.17994289100170135,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.07232363522052765,
"rewards/margins": 0.02574983797967434,
"rewards/margins_max": 0.06079038232564926,
"rewards/margins_min": -0.009290714748203754,
"rewards/margins_std": 0.049554821103811264,
"rewards/rejected": 0.04657380282878876,
"step": 910
},
{
"dpo_losses": 0.674708902835846,
"epoch": 2.8,
"grad_norm": 2.0209217117752267,
"learning_rate": 6.9903522722450645e-09,
"logits/chosen": -2.6785788536071777,
"logits/rejected": -2.683105945587158,
"logps/chosen": -205.6979522705078,
"logps/rejected": -194.4645233154297,
"loss": 0.6772,
"positive_losses": 0.0,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.06881477683782578,
"rewards/margins": 0.03808169811964035,
"rewards/margins_max": 0.06708801537752151,
"rewards/margins_min": 0.00907537154853344,
"rewards/margins_std": 0.041021138429641724,
"rewards/rejected": 0.030733084306120872,
"step": 920
},
{
"dpo_losses": 0.6782993078231812,
"epoch": 2.83,
"grad_norm": 2.1553504283654608,
"learning_rate": 5.065954844616721e-09,
"logits/chosen": -2.8473258018493652,
"logits/rejected": -2.778991222381592,
"logps/chosen": -272.9423522949219,
"logps/rejected": -323.91290283203125,
"loss": 0.6829,
"positive_losses": 0.127574160695076,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.07656483352184296,
"rewards/margins": 0.03158252686262131,
"rewards/margins_max": 0.08533596247434616,
"rewards/margins_min": -0.022170905023813248,
"rewards/margins_std": 0.07601883262395859,
"rewards/rejected": 0.04498231038451195,
"step": 930
},
{
"dpo_losses": 0.6669495701789856,
"epoch": 2.86,
"grad_norm": 1.8894258589844486,
"learning_rate": 3.4480907240357904e-09,
"logits/chosen": -2.886190176010132,
"logits/rejected": -2.852233409881592,
"logps/chosen": -237.05038452148438,
"logps/rejected": -192.5042724609375,
"loss": 0.6785,
"positive_losses": 0.08552627265453339,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.08725001662969589,
"rewards/margins": 0.05445738509297371,
"rewards/margins_max": 0.08135871589183807,
"rewards/margins_min": 0.027556050568819046,
"rewards/margins_std": 0.03804423287510872,
"rewards/rejected": 0.03279264643788338,
"step": 940
},
{
"dpo_losses": 0.6740903854370117,
"epoch": 2.89,
"grad_norm": 7.272085291531218,
"learning_rate": 2.1387846565474044e-09,
"logits/chosen": -2.7927393913269043,
"logits/rejected": -2.80344295501709,
"logps/chosen": -295.1185607910156,
"logps/rejected": -264.1958312988281,
"loss": 0.6773,
"positive_losses": 0.0,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.09159694612026215,
"rewards/margins": 0.039398252964019775,
"rewards/margins_max": 0.07913588732481003,
"rewards/margins_min": -0.00033939722925424576,
"rewards/margins_std": 0.056197524070739746,
"rewards/rejected": 0.05219869688153267,
"step": 950
},
{
"dpo_losses": 0.676175594329834,
"epoch": 2.92,
"grad_norm": 2.0704055477321535,
"learning_rate": 1.1396752298723499e-09,
"logits/chosen": -2.6965384483337402,
"logits/rejected": -2.7728757858276367,
"logps/chosen": -243.5664825439453,
"logps/rejected": -246.42904663085938,
"loss": 0.6762,
"positive_losses": 0.0,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.07029319554567337,
"rewards/margins": 0.03469633311033249,
"rewards/margins_max": 0.0634746104478836,
"rewards/margins_min": 0.005918048322200775,
"rewards/margins_std": 0.040698640048503876,
"rewards/rejected": 0.03559685871005058,
"step": 960
},
{
"dpo_losses": 0.6741344332695007,
"epoch": 2.95,
"grad_norm": 4.375655860786601,
"learning_rate": 4.520128227257225e-10,
"logits/chosen": -2.9053943157196045,
"logits/rejected": -2.903526782989502,
"logps/chosen": -324.132568359375,
"logps/rejected": -269.60394287109375,
"loss": 0.6787,
"positive_losses": 0.0,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.10518592596054077,
"rewards/margins": 0.04040554165840149,
"rewards/margins_max": 0.09129390865564346,
"rewards/margins_min": -0.010482819750905037,
"rewards/margins_std": 0.07196702063083649,
"rewards/rejected": 0.06478038430213928,
"step": 970
},
{
"dpo_losses": 0.6782342791557312,
"epoch": 2.98,
"grad_norm": 2.102961531885413,
"learning_rate": 7.665803997633502e-11,
"logits/chosen": -2.785641670227051,
"logits/rejected": -2.674614667892456,
"logps/chosen": -221.5739288330078,
"logps/rejected": -235.2669677734375,
"loss": 0.6753,
"positive_losses": 0.0,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.06868946552276611,
"rewards/margins": 0.030555952340364456,
"rewards/margins_max": 0.06132732704281807,
"rewards/margins_min": -0.00021542570902965963,
"rewards/margins_std": 0.04351729154586792,
"rewards/rejected": 0.03813350945711136,
"step": 980
},
{
"epoch": 3.0,
"step": 987,
"total_flos": 0.0,
"train_loss": 0.684076373458754,
"train_runtime": 8695.656,
"train_samples_per_second": 1.816,
"train_steps_per_second": 0.114
}
],
"logging_steps": 10,
"max_steps": 987,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}