SmolLM2-135M-Instruct / trainer_state.json
loubnabnl's picture
loubnabnl HF staff
Duplicate from HuggingFaceTB/smollm2-135M-8k-lc100k-dpo-ultaf-ep2
e682e54 verified
raw
history blame
57.2 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.9973828840617638,
"eval_steps": 100,
"global_step": 954,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.002093692750588851,
"grad_norm": 38.333577570579074,
"learning_rate": 1.0416666666666666e-08,
"logits/chosen": 5.468747138977051,
"logits/rejected": 5.353150367736816,
"logps/chosen": -399.0700988769531,
"logps/rejected": -414.2703857421875,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.02093692750588851,
"grad_norm": 36.45097456473781,
"learning_rate": 1.0416666666666667e-07,
"logits/chosen": 4.634159088134766,
"logits/rejected": 4.8650617599487305,
"logps/chosen": -481.9865417480469,
"logps/rejected": -402.9172668457031,
"loss": 0.7192,
"rewards/accuracies": 0.4236111044883728,
"rewards/chosen": 0.036201052367687225,
"rewards/margins": 0.05521820858120918,
"rewards/rejected": -0.01901715248823166,
"step": 10
},
{
"epoch": 0.04187385501177702,
"grad_norm": 38.31461130932718,
"learning_rate": 2.0833333333333333e-07,
"logits/chosen": 4.8017449378967285,
"logits/rejected": 5.193596363067627,
"logps/chosen": -428.74591064453125,
"logps/rejected": -379.7098693847656,
"loss": 0.7525,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": 0.014457901008427143,
"rewards/margins": -0.03727109357714653,
"rewards/rejected": 0.0517289862036705,
"step": 20
},
{
"epoch": 0.06281078251766553,
"grad_norm": 38.39033659648525,
"learning_rate": 3.1249999999999997e-07,
"logits/chosen": 4.625308513641357,
"logits/rejected": 4.913487434387207,
"logps/chosen": -459.8934631347656,
"logps/rejected": -365.87176513671875,
"loss": 0.7389,
"rewards/accuracies": 0.543749988079071,
"rewards/chosen": 0.032367587089538574,
"rewards/margins": 0.07106685638427734,
"rewards/rejected": -0.03869926929473877,
"step": 30
},
{
"epoch": 0.08374771002355404,
"grad_norm": 34.959297165636315,
"learning_rate": 4.1666666666666667e-07,
"logits/chosen": 5.135643005371094,
"logits/rejected": 5.29467248916626,
"logps/chosen": -388.5003662109375,
"logps/rejected": -341.11138916015625,
"loss": 0.7521,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -0.061884332448244095,
"rewards/margins": -0.051958512514829636,
"rewards/rejected": -0.009925814345479012,
"step": 40
},
{
"epoch": 0.10468463752944256,
"grad_norm": 40.59746593571697,
"learning_rate": 5.208333333333334e-07,
"logits/chosen": 4.794947147369385,
"logits/rejected": 5.206262111663818,
"logps/chosen": -418.7637634277344,
"logps/rejected": -366.21783447265625,
"loss": 0.7539,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": -0.0046131848357617855,
"rewards/margins": 0.009517465718090534,
"rewards/rejected": -0.014130651950836182,
"step": 50
},
{
"epoch": 0.12562156503533106,
"grad_norm": 35.116262927070615,
"learning_rate": 6.249999999999999e-07,
"logits/chosen": 4.984349250793457,
"logits/rejected": 5.210784435272217,
"logps/chosen": -389.5479431152344,
"logps/rejected": -355.3258361816406,
"loss": 0.7337,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": 0.09027661383152008,
"rewards/margins": 0.13924987614154816,
"rewards/rejected": -0.048973266035318375,
"step": 60
},
{
"epoch": 0.14655849254121958,
"grad_norm": 37.65630163274615,
"learning_rate": 7.291666666666666e-07,
"logits/chosen": 5.079476356506348,
"logits/rejected": 5.1062331199646,
"logps/chosen": -472.6788635253906,
"logps/rejected": -410.6566467285156,
"loss": 0.7532,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": 0.01137494295835495,
"rewards/margins": -0.019245151430368423,
"rewards/rejected": 0.030620098114013672,
"step": 70
},
{
"epoch": 0.16749542004710807,
"grad_norm": 36.35209638887961,
"learning_rate": 8.333333333333333e-07,
"logits/chosen": 4.831971645355225,
"logits/rejected": 5.179555892944336,
"logps/chosen": -465.8661193847656,
"logps/rejected": -352.46063232421875,
"loss": 0.7337,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": 0.029347699135541916,
"rewards/margins": 0.011580700054764748,
"rewards/rejected": 0.017767000943422318,
"step": 80
},
{
"epoch": 0.1884323475529966,
"grad_norm": 40.247342074541066,
"learning_rate": 9.374999999999999e-07,
"logits/chosen": 4.667853355407715,
"logits/rejected": 5.083367347717285,
"logps/chosen": -410.145263671875,
"logps/rejected": -347.24871826171875,
"loss": 0.7325,
"rewards/accuracies": 0.5625,
"rewards/chosen": 0.04706032946705818,
"rewards/margins": 0.05596155673265457,
"rewards/rejected": -0.008901228196918964,
"step": 90
},
{
"epoch": 0.2093692750588851,
"grad_norm": 36.88448509348576,
"learning_rate": 9.999463737538052e-07,
"logits/chosen": 5.017066955566406,
"logits/rejected": 5.157826900482178,
"logps/chosen": -453.6114196777344,
"logps/rejected": -376.13214111328125,
"loss": 0.7296,
"rewards/accuracies": 0.543749988079071,
"rewards/chosen": 0.03123999759554863,
"rewards/margins": 0.038888636976480484,
"rewards/rejected": -0.007648637983947992,
"step": 100
},
{
"epoch": 0.2093692750588851,
"eval_logits/chosen": 4.755386829376221,
"eval_logits/rejected": 5.127224445343018,
"eval_logps/chosen": -443.48101806640625,
"eval_logps/rejected": -377.5273742675781,
"eval_loss": 0.7357296347618103,
"eval_rewards/accuracies": 0.5515872836112976,
"eval_rewards/chosen": 0.01168334111571312,
"eval_rewards/margins": 0.03692733868956566,
"eval_rewards/rejected": -0.025244001299142838,
"eval_runtime": 21.3186,
"eval_samples_per_second": 93.815,
"eval_steps_per_second": 2.955,
"step": 100
},
{
"epoch": 0.23030620256477363,
"grad_norm": 36.21924654761057,
"learning_rate": 9.993432105822034e-07,
"logits/chosen": 4.768385887145996,
"logits/rejected": 5.076653957366943,
"logps/chosen": -449.16375732421875,
"logps/rejected": -369.2919006347656,
"loss": 0.7211,
"rewards/accuracies": 0.42500001192092896,
"rewards/chosen": -0.04003235697746277,
"rewards/margins": -0.059906214475631714,
"rewards/rejected": 0.019873863086104393,
"step": 110
},
{
"epoch": 0.2512431300706621,
"grad_norm": 36.12599439727971,
"learning_rate": 9.980706626858607e-07,
"logits/chosen": 5.0697174072265625,
"logits/rejected": 5.350961208343506,
"logps/chosen": -392.9084777832031,
"logps/rejected": -342.9964294433594,
"loss": 0.7213,
"rewards/accuracies": 0.543749988079071,
"rewards/chosen": 0.005513651762157679,
"rewards/margins": 0.07320307195186615,
"rewards/rejected": -0.06768941879272461,
"step": 120
},
{
"epoch": 0.2721800575765506,
"grad_norm": 43.81008737879554,
"learning_rate": 9.961304359538434e-07,
"logits/chosen": 4.7396440505981445,
"logits/rejected": 5.110291957855225,
"logps/chosen": -445.08209228515625,
"logps/rejected": -356.9689636230469,
"loss": 0.7319,
"rewards/accuracies": 0.543749988079071,
"rewards/chosen": 0.03245898336172104,
"rewards/margins": 0.0837341919541359,
"rewards/rejected": -0.05127520486712456,
"step": 130
},
{
"epoch": 0.29311698508243916,
"grad_norm": 37.12091478913465,
"learning_rate": 9.935251313189563e-07,
"logits/chosen": 4.5339274406433105,
"logits/rejected": 5.020459175109863,
"logps/chosen": -473.4126892089844,
"logps/rejected": -364.12939453125,
"loss": 0.7193,
"rewards/accuracies": 0.5562499761581421,
"rewards/chosen": 0.008073748089373112,
"rewards/margins": 0.035515300929546356,
"rewards/rejected": -0.02744155190885067,
"step": 140
},
{
"epoch": 0.31405391258832765,
"grad_norm": 36.18564480374988,
"learning_rate": 9.902582412711118e-07,
"logits/chosen": 4.540812969207764,
"logits/rejected": 4.964258193969727,
"logps/chosen": -426.5033264160156,
"logps/rejected": -353.1463317871094,
"loss": 0.7232,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": -0.01480414904654026,
"rewards/margins": 0.06241898611187935,
"rewards/rejected": -0.07722313702106476,
"step": 150
},
{
"epoch": 0.33499084009421615,
"grad_norm": 32.90233228487631,
"learning_rate": 9.86334145175542e-07,
"logits/chosen": 4.807779788970947,
"logits/rejected": 5.042156219482422,
"logps/chosen": -396.0440673828125,
"logps/rejected": -360.52886962890625,
"loss": 0.7013,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": 0.010227044112980366,
"rewards/margins": 0.055318038910627365,
"rewards/rejected": -0.045090995728969574,
"step": 160
},
{
"epoch": 0.3559277676001047,
"grad_norm": 37.311964741290105,
"learning_rate": 9.817581034021272e-07,
"logits/chosen": 4.897703170776367,
"logits/rejected": 5.062272071838379,
"logps/chosen": -389.55810546875,
"logps/rejected": -329.748779296875,
"loss": 0.7043,
"rewards/accuracies": 0.518750011920929,
"rewards/chosen": -0.008063828572630882,
"rewards/margins": 0.049024712294340134,
"rewards/rejected": -0.05708853527903557,
"step": 170
},
{
"epoch": 0.3768646951059932,
"grad_norm": 34.14102924438106,
"learning_rate": 9.765362502737097e-07,
"logits/chosen": 5.039429187774658,
"logits/rejected": 5.049492835998535,
"logps/chosen": -384.9471130371094,
"logps/rejected": -381.6601257324219,
"loss": 0.7091,
"rewards/accuracies": 0.5562499761581421,
"rewards/chosen": 0.004380516707897186,
"rewards/margins": 0.038515396416187286,
"rewards/rejected": -0.0341348834335804,
"step": 180
},
{
"epoch": 0.39780162261188173,
"grad_norm": 35.88568083270778,
"learning_rate": 9.706755858428485e-07,
"logits/chosen": 5.025214195251465,
"logits/rejected": 5.097342014312744,
"logps/chosen": -397.56402587890625,
"logps/rejected": -396.12799072265625,
"loss": 0.7161,
"rewards/accuracies": 0.518750011920929,
"rewards/chosen": -0.056682147085666656,
"rewards/margins": 0.023842817172408104,
"rewards/rejected": -0.08052496612071991,
"step": 190
},
{
"epoch": 0.4187385501177702,
"grad_norm": 38.60485416145746,
"learning_rate": 9.641839665080363e-07,
"logits/chosen": 5.1590471267700195,
"logits/rejected": 5.290652275085449,
"logps/chosen": -399.9522399902344,
"logps/rejected": -363.53936767578125,
"loss": 0.7062,
"rewards/accuracies": 0.53125,
"rewards/chosen": 0.04297986626625061,
"rewards/margins": 0.06266864389181137,
"rewards/rejected": -0.019688773900270462,
"step": 200
},
{
"epoch": 0.4187385501177702,
"eval_logits/chosen": 4.725487232208252,
"eval_logits/rejected": 5.087867736816406,
"eval_logps/chosen": -443.55450439453125,
"eval_logps/rejected": -377.6705627441406,
"eval_loss": 0.6988219022750854,
"eval_rewards/accuracies": 0.567460298538208,
"eval_rewards/chosen": -0.025081120431423187,
"eval_rewards/margins": 0.07174728065729141,
"eval_rewards/rejected": -0.0968284010887146,
"eval_runtime": 21.5315,
"eval_samples_per_second": 92.887,
"eval_steps_per_second": 2.926,
"step": 200
},
{
"epoch": 0.4396754776236587,
"grad_norm": 36.10684145537435,
"learning_rate": 9.570700944819582e-07,
"logits/chosen": 4.827897548675537,
"logits/rejected": 5.154609680175781,
"logps/chosen": -451.2969665527344,
"logps/rejected": -372.116455078125,
"loss": 0.7141,
"rewards/accuracies": 0.543749988079071,
"rewards/chosen": -0.07117662578821182,
"rewards/margins": 0.02444976009428501,
"rewards/rejected": -0.09562637656927109,
"step": 210
},
{
"epoch": 0.46061240512954726,
"grad_norm": 33.13953697631782,
"learning_rate": 9.493435061259129e-07,
"logits/chosen": 5.24191427230835,
"logits/rejected": 5.477172374725342,
"logps/chosen": -365.3572692871094,
"logps/rejected": -345.34814453125,
"loss": 0.7138,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": -0.07684006541967392,
"rewards/margins": -0.033464811742305756,
"rewards/rejected": -0.043375253677368164,
"step": 220
},
{
"epoch": 0.48154933263543576,
"grad_norm": 36.46869252662201,
"learning_rate": 9.4101455916603e-07,
"logits/chosen": 4.996638298034668,
"logits/rejected": 5.203185081481934,
"logps/chosen": -390.2169494628906,
"logps/rejected": -381.74090576171875,
"loss": 0.7027,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.006761978380382061,
"rewards/margins": 0.11298926174640656,
"rewards/rejected": -0.11975125223398209,
"step": 230
},
{
"epoch": 0.5024862601413242,
"grad_norm": 32.465417090707724,
"learning_rate": 9.320944188084241e-07,
"logits/chosen": 4.961588382720947,
"logits/rejected": 5.104936122894287,
"logps/chosen": -405.73651123046875,
"logps/rejected": -368.39312744140625,
"loss": 0.6966,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.04590672254562378,
"rewards/margins": 0.21882851421833038,
"rewards/rejected": -0.1729217916727066,
"step": 240
},
{
"epoch": 0.5234231876472127,
"grad_norm": 32.56446548910322,
"learning_rate": 9.225950427718974e-07,
"logits/chosen": 4.295259475708008,
"logits/rejected": 4.731950759887695,
"logps/chosen": -457.6085510253906,
"logps/rejected": -378.92083740234375,
"loss": 0.6895,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": -0.08796132355928421,
"rewards/margins": 0.07854396849870682,
"rewards/rejected": -0.16650527715682983,
"step": 250
},
{
"epoch": 0.5443601151531012,
"grad_norm": 37.3555609307497,
"learning_rate": 9.125291652582547e-07,
"logits/chosen": 4.772681713104248,
"logits/rejected": 4.774602890014648,
"logps/chosen": -429.554931640625,
"logps/rejected": -350.5638122558594,
"loss": 0.697,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.017600687220692635,
"rewards/margins": 0.15435068309307098,
"rewards/rejected": -0.1367500126361847,
"step": 260
},
{
"epoch": 0.5652970426589898,
"grad_norm": 33.42195670184768,
"learning_rate": 9.019102798817195e-07,
"logits/chosen": 4.580355644226074,
"logits/rejected": 5.011557102203369,
"logps/chosen": -446.68438720703125,
"logps/rejected": -380.5400390625,
"loss": 0.6778,
"rewards/accuracies": 0.5625,
"rewards/chosen": 0.019351882860064507,
"rewards/margins": 0.15824225544929504,
"rewards/rejected": -0.13889038562774658,
"step": 270
},
{
"epoch": 0.5862339701648783,
"grad_norm": 39.119947805234894,
"learning_rate": 8.90752621580335e-07,
"logits/chosen": 5.025314807891846,
"logits/rejected": 5.18468713760376,
"logps/chosen": -424.27191162109375,
"logps/rejected": -344.4115295410156,
"loss": 0.7073,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.023305395618081093,
"rewards/margins": 0.14927226305007935,
"rewards/rejected": -0.125966876745224,
"step": 280
},
{
"epoch": 0.6071708976707668,
"grad_norm": 33.472133866310024,
"learning_rate": 8.79071147533597e-07,
"logits/chosen": 4.961835861206055,
"logits/rejected": 5.123082637786865,
"logps/chosen": -400.4245300292969,
"logps/rejected": -388.8963623046875,
"loss": 0.6687,
"rewards/accuracies": 0.643750011920929,
"rewards/chosen": 0.08449111878871918,
"rewards/margins": 0.2874522805213928,
"rewards/rejected": -0.20296116173267365,
"step": 290
},
{
"epoch": 0.6281078251766553,
"grad_norm": 38.29458361274397,
"learning_rate": 8.668815171119019e-07,
"logits/chosen": 4.6071085929870605,
"logits/rejected": 4.85768985748291,
"logps/chosen": -445.59393310546875,
"logps/rejected": -373.83636474609375,
"loss": 0.6782,
"rewards/accuracies": 0.643750011920929,
"rewards/chosen": 0.043323811143636703,
"rewards/margins": 0.2540794312953949,
"rewards/rejected": -0.2107556313276291,
"step": 300
},
{
"epoch": 0.6281078251766553,
"eval_logits/chosen": 4.662118434906006,
"eval_logits/rejected": 5.016141414642334,
"eval_logps/chosen": -443.56884765625,
"eval_logps/rejected": -377.883056640625,
"eval_loss": 0.6942777037620544,
"eval_rewards/accuracies": 0.567460298538208,
"eval_rewards/chosen": -0.03225937858223915,
"eval_rewards/margins": 0.17080551385879517,
"eval_rewards/rejected": -0.20306488871574402,
"eval_runtime": 21.6344,
"eval_samples_per_second": 92.445,
"eval_steps_per_second": 2.912,
"step": 300
},
{
"epoch": 0.6490447526825438,
"grad_norm": 35.277636776310345,
"learning_rate": 8.54200070884685e-07,
"logits/chosen": 4.7398271560668945,
"logits/rejected": 5.0438690185546875,
"logps/chosen": -455.08074951171875,
"logps/rejected": -346.21905517578125,
"loss": 0.6648,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.00532907247543335,
"rewards/margins": 0.22818481922149658,
"rewards/rejected": -0.23351387679576874,
"step": 310
},
{
"epoch": 0.6699816801884323,
"grad_norm": 36.1242464612453,
"learning_rate": 8.410438087153911e-07,
"logits/chosen": 4.823008060455322,
"logits/rejected": 4.949624538421631,
"logps/chosen": -420.04150390625,
"logps/rejected": -346.31134033203125,
"loss": 0.6633,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.02057427167892456,
"rewards/margins": 0.1925923228263855,
"rewards/rejected": -0.21316656470298767,
"step": 320
},
{
"epoch": 0.6909186076943209,
"grad_norm": 34.485635067716444,
"learning_rate": 8.274303669726426e-07,
"logits/chosen": 4.866278171539307,
"logits/rejected": 5.084838390350342,
"logps/chosen": -413.07647705078125,
"logps/rejected": -359.72637939453125,
"loss": 0.6964,
"rewards/accuracies": 0.5562499761581421,
"rewards/chosen": -0.0661710649728775,
"rewards/margins": 0.11275775730609894,
"rewards/rejected": -0.17892882227897644,
"step": 330
},
{
"epoch": 0.7118555352002094,
"grad_norm": 36.021204090397475,
"learning_rate": 8.133779948881513e-07,
"logits/chosen": 4.962647914886475,
"logits/rejected": 5.274256229400635,
"logps/chosen": -423.34796142578125,
"logps/rejected": -374.83831787109375,
"loss": 0.6843,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": -0.06308840215206146,
"rewards/margins": 0.14286582171916962,
"rewards/rejected": -0.20595422387123108,
"step": 340
},
{
"epoch": 0.7327924627060979,
"grad_norm": 40.80633953486743,
"learning_rate": 7.989055300930704e-07,
"logits/chosen": 4.9410552978515625,
"logits/rejected": 5.171365737915039,
"logps/chosen": -401.3800048828125,
"logps/rejected": -339.8207702636719,
"loss": 0.6799,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": -0.05132729932665825,
"rewards/margins": 0.14917483925819397,
"rewards/rejected": -0.20050212740898132,
"step": 350
},
{
"epoch": 0.7537293902119864,
"grad_norm": 32.290367261199215,
"learning_rate": 7.840323733655778e-07,
"logits/chosen": 4.760105609893799,
"logits/rejected": 4.936800956726074,
"logps/chosen": -475.94305419921875,
"logps/rejected": -373.4317626953125,
"loss": 0.6723,
"rewards/accuracies": 0.65625,
"rewards/chosen": 0.040363796055316925,
"rewards/margins": 0.26596716046333313,
"rewards/rejected": -0.2256033718585968,
"step": 360
},
{
"epoch": 0.7746663177178749,
"grad_norm": 33.44911142948228,
"learning_rate": 7.687784626235447e-07,
"logits/chosen": 4.649796485900879,
"logits/rejected": 4.882054328918457,
"logps/chosen": -437.54791259765625,
"logps/rejected": -343.1330871582031,
"loss": 0.6722,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.03584844991564751,
"rewards/margins": 0.2080194056034088,
"rewards/rejected": -0.2438678741455078,
"step": 370
},
{
"epoch": 0.7956032452237635,
"grad_norm": 32.64019199720913,
"learning_rate": 7.531642461971514e-07,
"logits/chosen": 4.7331953048706055,
"logits/rejected": 5.047934532165527,
"logps/chosen": -434.0751953125,
"logps/rejected": -363.1179504394531,
"loss": 0.673,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": -0.03724004700779915,
"rewards/margins": 0.23209133744239807,
"rewards/rejected": -0.2693313956260681,
"step": 380
},
{
"epoch": 0.816540172729652,
"grad_norm": 33.38515796622506,
"learning_rate": 7.372106554172801e-07,
"logits/chosen": 4.660643577575684,
"logits/rejected": 4.7719621658325195,
"logps/chosen": -434.41015625,
"logps/rejected": -394.9471130371094,
"loss": 0.6778,
"rewards/accuracies": 0.59375,
"rewards/chosen": 0.021881069988012314,
"rewards/margins": 0.2415298968553543,
"rewards/rejected": -0.2196488082408905,
"step": 390
},
{
"epoch": 0.8374771002355405,
"grad_norm": 32.60957530709497,
"learning_rate": 7.209390765564318e-07,
"logits/chosen": 4.807684421539307,
"logits/rejected": 5.217709541320801,
"logps/chosen": -368.07122802734375,
"logps/rejected": -328.12066650390625,
"loss": 0.6863,
"rewards/accuracies": 0.59375,
"rewards/chosen": -0.03271085396409035,
"rewards/margins": 0.1988353729248047,
"rewards/rejected": -0.23154623806476593,
"step": 400
},
{
"epoch": 0.8374771002355405,
"eval_logits/chosen": 4.645900249481201,
"eval_logits/rejected": 4.999230861663818,
"eval_logps/chosen": -443.68084716796875,
"eval_logps/rejected": -378.0348205566406,
"eval_loss": 0.6756832003593445,
"eval_rewards/accuracies": 0.5992063283920288,
"eval_rewards/chosen": -0.08822782337665558,
"eval_rewards/margins": 0.19070643186569214,
"eval_rewards/rejected": -0.2789342403411865,
"eval_runtime": 21.4973,
"eval_samples_per_second": 93.035,
"eval_steps_per_second": 2.931,
"step": 400
},
{
"epoch": 0.8584140277414289,
"grad_norm": 80.32344495768098,
"learning_rate": 7.043713221597773e-07,
"logits/chosen": 4.9558234214782715,
"logits/rejected": 5.171336650848389,
"logps/chosen": -464.4634704589844,
"logps/rejected": -378.52130126953125,
"loss": 0.6691,
"rewards/accuracies": 0.5687500238418579,
"rewards/chosen": -0.028427015990018845,
"rewards/margins": 0.16248683631420135,
"rewards/rejected": -0.1909138560295105,
"step": 410
},
{
"epoch": 0.8793509552473174,
"grad_norm": 38.003974257278905,
"learning_rate": 6.875296018047809e-07,
"logits/chosen": 5.062918663024902,
"logits/rejected": 5.093894958496094,
"logps/chosen": -414.597900390625,
"logps/rejected": -392.76422119140625,
"loss": 0.6778,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.05205658823251724,
"rewards/margins": 0.166357159614563,
"rewards/rejected": -0.21841374039649963,
"step": 420
},
{
"epoch": 0.9002878827532059,
"grad_norm": 33.39326538286459,
"learning_rate": 6.704364923285857e-07,
"logits/chosen": 4.783626556396484,
"logits/rejected": 5.061443328857422,
"logps/chosen": -454.7694396972656,
"logps/rejected": -349.71099853515625,
"loss": 0.6613,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.03129550814628601,
"rewards/margins": 0.2672887146472931,
"rewards/rejected": -0.2985842227935791,
"step": 430
},
{
"epoch": 0.9212248102590945,
"grad_norm": 33.88594593881104,
"learning_rate": 6.531149075630796e-07,
"logits/chosen": 4.762629985809326,
"logits/rejected": 4.992688179016113,
"logps/chosen": -422.49639892578125,
"logps/rejected": -342.6626892089844,
"loss": 0.6829,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.08267354220151901,
"rewards/margins": 0.18921074271202087,
"rewards/rejected": -0.2718842923641205,
"step": 440
},
{
"epoch": 0.942161737764983,
"grad_norm": 34.194378360359096,
"learning_rate": 6.355880676182085e-07,
"logits/chosen": 4.86130952835083,
"logits/rejected": 5.088041305541992,
"logps/chosen": -423.82366943359375,
"logps/rejected": -386.20172119140625,
"loss": 0.6777,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.029518108814954758,
"rewards/margins": 0.2812921106815338,
"rewards/rejected": -0.3108102083206177,
"step": 450
},
{
"epoch": 0.9630986652708715,
"grad_norm": 35.220161431379815,
"learning_rate": 6.178794677547137e-07,
"logits/chosen": 4.96859073638916,
"logits/rejected": 5.295912265777588,
"logps/chosen": -408.28228759765625,
"logps/rejected": -337.6819763183594,
"loss": 0.6573,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.02989841438829899,
"rewards/margins": 0.3131854832172394,
"rewards/rejected": -0.343083918094635,
"step": 460
},
{
"epoch": 0.98403559277676,
"grad_norm": 36.11741005068747,
"learning_rate": 6.000128468880222e-07,
"logits/chosen": 4.616504669189453,
"logits/rejected": 4.935946464538574,
"logps/chosen": -435.3017578125,
"logps/rejected": -375.13800048828125,
"loss": 0.6647,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": -0.11524273455142975,
"rewards/margins": 0.2546766698360443,
"rewards/rejected": -0.3699193596839905,
"step": 470
},
{
"epoch": 1.0049725202826485,
"grad_norm": 32.471857091487834,
"learning_rate": 5.820121557655108e-07,
"logits/chosen": 4.9493536949157715,
"logits/rejected": 5.226868152618408,
"logps/chosen": -423.6285095214844,
"logps/rejected": -362.1949768066406,
"loss": 0.6629,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.05261852219700813,
"rewards/margins": 0.3280298113822937,
"rewards/rejected": -0.27541130781173706,
"step": 480
},
{
"epoch": 1.025909447788537,
"grad_norm": 39.51652905408664,
"learning_rate": 5.639015248598023e-07,
"logits/chosen": 4.762259006500244,
"logits/rejected": 5.021244525909424,
"logps/chosen": -424.96697998046875,
"logps/rejected": -342.76666259765625,
"loss": 0.6644,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.03716667741537094,
"rewards/margins": 0.2011403739452362,
"rewards/rejected": -0.23830704391002655,
"step": 490
},
{
"epoch": 1.0468463752944255,
"grad_norm": 34.43579926142672,
"learning_rate": 5.457052320211339e-07,
"logits/chosen": 4.543593406677246,
"logits/rejected": 4.786489009857178,
"logps/chosen": -434.46746826171875,
"logps/rejected": -367.75689697265625,
"loss": 0.6836,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": -0.08059108257293701,
"rewards/margins": 0.23346829414367676,
"rewards/rejected": -0.3140593469142914,
"step": 500
},
{
"epoch": 1.0468463752944255,
"eval_logits/chosen": 4.617003440856934,
"eval_logits/rejected": 4.9695563316345215,
"eval_logps/chosen": -443.69580078125,
"eval_logps/rejected": -378.1418762207031,
"eval_loss": 0.6708300113677979,
"eval_rewards/accuracies": 0.6349206566810608,
"eval_rewards/chosen": -0.09571509808301926,
"eval_rewards/margins": 0.23677198588848114,
"eval_rewards/rejected": -0.3324871063232422,
"eval_runtime": 20.9626,
"eval_samples_per_second": 95.408,
"eval_steps_per_second": 3.005,
"step": 500
},
{
"epoch": 1.067783302800314,
"grad_norm": 33.3201987416808,
"learning_rate": 5.274476699321637e-07,
"logits/chosen": 4.583409786224365,
"logits/rejected": 4.803020477294922,
"logps/chosen": -390.48565673828125,
"logps/rejected": -351.6776123046875,
"loss": 0.6779,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.0327589213848114,
"rewards/margins": 0.32544368505477905,
"rewards/rejected": -0.35820263624191284,
"step": 510
},
{
"epoch": 1.0887202303062025,
"grad_norm": 30.742730814185435,
"learning_rate": 5.091533134088387e-07,
"logits/chosen": 4.493949890136719,
"logits/rejected": 4.9839911460876465,
"logps/chosen": -383.7958984375,
"logps/rejected": -354.36480712890625,
"loss": 0.656,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -0.07341745495796204,
"rewards/margins": 0.19709812104701996,
"rewards/rejected": -0.2705155909061432,
"step": 520
},
{
"epoch": 1.109657157812091,
"grad_norm": 34.05900047947194,
"learning_rate": 4.908466865911614e-07,
"logits/chosen": 4.793222904205322,
"logits/rejected": 5.078155517578125,
"logps/chosen": -401.0002746582031,
"logps/rejected": -340.4061279296875,
"loss": 0.6618,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -0.05051114410161972,
"rewards/margins": 0.27152642607688904,
"rewards/rejected": -0.32203757762908936,
"step": 530
},
{
"epoch": 1.1305940853179797,
"grad_norm": 30.483486401054424,
"learning_rate": 4.7255233006783624e-07,
"logits/chosen": 4.857717990875244,
"logits/rejected": 5.0497636795043945,
"logps/chosen": -375.65362548828125,
"logps/rejected": -330.26165771484375,
"loss": 0.6544,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.02352207899093628,
"rewards/margins": 0.35729408264160156,
"rewards/rejected": -0.38081610202789307,
"step": 540
},
{
"epoch": 1.151531012823868,
"grad_norm": 35.09603470685652,
"learning_rate": 4.5429476797886617e-07,
"logits/chosen": 4.932369232177734,
"logits/rejected": 5.050224781036377,
"logps/chosen": -430.0126953125,
"logps/rejected": -331.1691589355469,
"loss": 0.6599,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.0060789333656430244,
"rewards/margins": 0.25288811326026917,
"rewards/rejected": -0.25896701216697693,
"step": 550
},
{
"epoch": 1.1724679403297567,
"grad_norm": 40.64422646125966,
"learning_rate": 4.3609847514019763e-07,
"logits/chosen": 4.637743949890137,
"logits/rejected": 5.000674724578857,
"logps/chosen": -420.3258361816406,
"logps/rejected": -362.2751159667969,
"loss": 0.6718,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.0094971414655447,
"rewards/margins": 0.22678783535957336,
"rewards/rejected": -0.23628497123718262,
"step": 560
},
{
"epoch": 1.193404867835645,
"grad_norm": 32.638009640148645,
"learning_rate": 4.179878442344892e-07,
"logits/chosen": 4.855754375457764,
"logits/rejected": 4.871184349060059,
"logps/chosen": -384.08660888671875,
"logps/rejected": -371.4262390136719,
"loss": 0.6766,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.05095939710736275,
"rewards/margins": 0.28148993849754333,
"rewards/rejected": -0.332449346780777,
"step": 570
},
{
"epoch": 1.2143417953415336,
"grad_norm": 35.519971577107064,
"learning_rate": 3.9998715311197783e-07,
"logits/chosen": 4.73850679397583,
"logits/rejected": 5.173120021820068,
"logps/chosen": -414.8775329589844,
"logps/rejected": -341.5818786621094,
"loss": 0.6508,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.09668377041816711,
"rewards/margins": 0.25211262702941895,
"rewards/rejected": -0.34879642724990845,
"step": 580
},
{
"epoch": 1.235278722847422,
"grad_norm": 34.20580765627037,
"learning_rate": 3.821205322452863e-07,
"logits/chosen": 4.916988372802734,
"logits/rejected": 5.1998610496521,
"logps/chosen": -448.5626525878906,
"logps/rejected": -367.84027099609375,
"loss": 0.644,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.07886572182178497,
"rewards/margins": 0.3578983247280121,
"rewards/rejected": -0.43676406145095825,
"step": 590
},
{
"epoch": 1.2562156503533106,
"grad_norm": 33.854286929995176,
"learning_rate": 3.6441193238179146e-07,
"logits/chosen": 4.852269649505615,
"logits/rejected": 4.903324127197266,
"logps/chosen": -446.4149475097656,
"logps/rejected": -423.3356018066406,
"loss": 0.6349,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": -0.14010193943977356,
"rewards/margins": 0.15067996084690094,
"rewards/rejected": -0.2907818853855133,
"step": 600
},
{
"epoch": 1.2562156503533106,
"eval_logits/chosen": 4.62031364440918,
"eval_logits/rejected": 4.9707465171813965,
"eval_logps/chosen": -443.61212158203125,
"eval_logps/rejected": -378.1197204589844,
"eval_loss": 0.6720485091209412,
"eval_rewards/accuracies": 0.5992063283920288,
"eval_rewards/chosen": -0.053870752453804016,
"eval_rewards/margins": 0.267531156539917,
"eval_rewards/rejected": -0.321401983499527,
"eval_runtime": 20.8046,
"eval_samples_per_second": 96.133,
"eval_steps_per_second": 3.028,
"step": 600
},
{
"epoch": 1.2771525778591992,
"grad_norm": 36.085842973391074,
"learning_rate": 3.4688509243692034e-07,
"logits/chosen": 4.767918586730957,
"logits/rejected": 4.757430553436279,
"logps/chosen": -407.41668701171875,
"logps/rejected": -317.3873596191406,
"loss": 0.6402,
"rewards/accuracies": 0.643750011920929,
"rewards/chosen": -0.08183420449495316,
"rewards/margins": 0.33883604407310486,
"rewards/rejected": -0.42067021131515503,
"step": 610
},
{
"epoch": 1.2980895053650876,
"grad_norm": 29.698333183198105,
"learning_rate": 3.295635076714144e-07,
"logits/chosen": 5.085806846618652,
"logits/rejected": 5.415268898010254,
"logps/chosen": -395.627685546875,
"logps/rejected": -331.7653503417969,
"loss": 0.6266,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.09060301631689072,
"rewards/margins": 0.3094441294670105,
"rewards/rejected": -0.4000471234321594,
"step": 620
},
{
"epoch": 1.3190264328709762,
"grad_norm": 35.208773349468885,
"learning_rate": 3.12470398195219e-07,
"logits/chosen": 4.828533172607422,
"logits/rejected": 4.925856113433838,
"logps/chosen": -418.5848083496094,
"logps/rejected": -376.3353576660156,
"loss": 0.6486,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": 0.06391973793506622,
"rewards/margins": 0.44674786925315857,
"rewards/rejected": -0.3828281760215759,
"step": 630
},
{
"epoch": 1.3399633603768648,
"grad_norm": 29.673309842493335,
"learning_rate": 2.956286778402226e-07,
"logits/chosen": 4.896113872528076,
"logits/rejected": 5.183098793029785,
"logps/chosen": -394.4980773925781,
"logps/rejected": -374.76422119140625,
"loss": 0.6394,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.04267222806811333,
"rewards/margins": 0.2913575768470764,
"rewards/rejected": -0.33402982354164124,
"step": 640
},
{
"epoch": 1.3609002878827532,
"grad_norm": 35.03684415648848,
"learning_rate": 2.7906092344356826e-07,
"logits/chosen": 4.610795021057129,
"logits/rejected": 4.8373188972473145,
"logps/chosen": -379.4288024902344,
"logps/rejected": -345.05596923828125,
"loss": 0.6646,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": -0.1311950385570526,
"rewards/margins": 0.2357216328382492,
"rewards/rejected": -0.366916686296463,
"step": 650
},
{
"epoch": 1.3818372153886418,
"grad_norm": 33.06984951084542,
"learning_rate": 2.6278934458271996e-07,
"logits/chosen": 4.830328941345215,
"logits/rejected": 5.017812252044678,
"logps/chosen": -377.4278564453125,
"logps/rejected": -343.86529541015625,
"loss": 0.6613,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.10503290593624115,
"rewards/margins": 0.11762680858373642,
"rewards/rejected": -0.22265975177288055,
"step": 660
},
{
"epoch": 1.4027741428945302,
"grad_norm": 31.761556922593446,
"learning_rate": 2.468357538028487e-07,
"logits/chosen": 4.728631496429443,
"logits/rejected": 4.90619421005249,
"logps/chosen": -413.2724609375,
"logps/rejected": -346.9877624511719,
"loss": 0.6393,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.03663766756653786,
"rewards/margins": 0.2855125069618225,
"rewards/rejected": -0.32215017080307007,
"step": 670
},
{
"epoch": 1.4237110704004188,
"grad_norm": 34.93162849349177,
"learning_rate": 2.312215373764551e-07,
"logits/chosen": 4.728277206420898,
"logits/rejected": 5.018845558166504,
"logps/chosen": -421.8961486816406,
"logps/rejected": -403.57354736328125,
"loss": 0.6533,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": -0.1260446161031723,
"rewards/margins": 0.2200162708759308,
"rewards/rejected": -0.3460609018802643,
"step": 680
},
{
"epoch": 1.4446479979063072,
"grad_norm": 33.66523822793528,
"learning_rate": 2.1596762663442213e-07,
"logits/chosen": 4.863284111022949,
"logits/rejected": 4.840500354766846,
"logps/chosen": -422.4331970214844,
"logps/rejected": -355.96868896484375,
"loss": 0.6477,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.10065089166164398,
"rewards/margins": 0.24511468410491943,
"rewards/rejected": -0.3457655906677246,
"step": 690
},
{
"epoch": 1.4655849254121958,
"grad_norm": 34.48257400044076,
"learning_rate": 2.0109446990692963e-07,
"logits/chosen": 4.709015846252441,
"logits/rejected": 4.914425849914551,
"logps/chosen": -452.9461364746094,
"logps/rejected": -442.56658935546875,
"loss": 0.6427,
"rewards/accuracies": 0.65625,
"rewards/chosen": 0.08032918721437454,
"rewards/margins": 0.39584842324256897,
"rewards/rejected": -0.3155192732810974,
"step": 700
},
{
"epoch": 1.4655849254121958,
"eval_logits/chosen": 4.592012882232666,
"eval_logits/rejected": 4.943046569824219,
"eval_logps/chosen": -443.6796875,
"eval_logps/rejected": -378.1680908203125,
"eval_loss": 0.6795812845230103,
"eval_rewards/accuracies": 0.60317462682724,
"eval_rewards/chosen": -0.08766676485538483,
"eval_rewards/margins": 0.25792673230171204,
"eval_rewards/rejected": -0.34559354186058044,
"eval_runtime": 21.1978,
"eval_samples_per_second": 94.349,
"eval_steps_per_second": 2.972,
"step": 700
},
{
"epoch": 1.4865218529180844,
"grad_norm": 36.350524448045036,
"learning_rate": 1.8662200511184872e-07,
"logits/chosen": 4.871232509613037,
"logits/rejected": 4.886293411254883,
"logps/chosen": -417.8133850097656,
"logps/rejected": -384.177490234375,
"loss": 0.6669,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.12399878352880478,
"rewards/margins": 0.27855515480041504,
"rewards/rejected": -0.40255388617515564,
"step": 710
},
{
"epoch": 1.5074587804239727,
"grad_norm": 34.52058371975813,
"learning_rate": 1.725696330273575e-07,
"logits/chosen": 4.8079633712768555,
"logits/rejected": 5.118483543395996,
"logps/chosen": -433.02032470703125,
"logps/rejected": -383.21539306640625,
"loss": 0.6234,
"rewards/accuracies": 0.65625,
"rewards/chosen": 0.049599818885326385,
"rewards/margins": 0.36388009786605835,
"rewards/rejected": -0.31428030133247375,
"step": 720
},
{
"epoch": 1.5283957079298613,
"grad_norm": 36.62094520000859,
"learning_rate": 1.589561912846089e-07,
"logits/chosen": 4.67967414855957,
"logits/rejected": 4.974714756011963,
"logps/chosen": -402.2828063964844,
"logps/rejected": -343.87939453125,
"loss": 0.6419,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.02172028087079525,
"rewards/margins": 0.3966042995452881,
"rewards/rejected": -0.4183245599269867,
"step": 730
},
{
"epoch": 1.54933263543575,
"grad_norm": 34.85140828972076,
"learning_rate": 1.4579992911531496e-07,
"logits/chosen": 4.999066352844238,
"logits/rejected": 5.089913845062256,
"logps/chosen": -442.08538818359375,
"logps/rejected": -387.76953125,
"loss": 0.6641,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.024145543575286865,
"rewards/margins": 0.3119828999042511,
"rewards/rejected": -0.28783735632896423,
"step": 740
},
{
"epoch": 1.5702695629416383,
"grad_norm": 33.55559408410901,
"learning_rate": 1.3311848288809813e-07,
"logits/chosen": 4.944571018218994,
"logits/rejected": 4.949963569641113,
"logps/chosen": -422.9165954589844,
"logps/rejected": -378.2356262207031,
"loss": 0.6431,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": -0.10791780799627304,
"rewards/margins": 0.16808216273784637,
"rewards/rejected": -0.2759999632835388,
"step": 750
},
{
"epoch": 1.5912064904475267,
"grad_norm": 33.284252993746314,
"learning_rate": 1.209288524664029e-07,
"logits/chosen": 4.269396781921387,
"logits/rejected": 4.640176296234131,
"logps/chosen": -513.432861328125,
"logps/rejected": -464.742431640625,
"loss": 0.6505,
"rewards/accuracies": 0.59375,
"rewards/chosen": 0.00313050439581275,
"rewards/margins": 0.3427557051181793,
"rewards/rejected": -0.33962517976760864,
"step": 760
},
{
"epoch": 1.6121434179534153,
"grad_norm": 33.301123590813035,
"learning_rate": 1.0924737841966497e-07,
"logits/chosen": 4.588865756988525,
"logits/rejected": 4.75103235244751,
"logps/chosen": -465.42059326171875,
"logps/rejected": -370.064697265625,
"loss": 0.653,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": -0.01498096901923418,
"rewards/margins": 0.34728002548217773,
"rewards/rejected": -0.3622610569000244,
"step": 770
},
{
"epoch": 1.633080345459304,
"grad_norm": 33.707974100314466,
"learning_rate": 9.808972011828054e-08,
"logits/chosen": 4.657374382019043,
"logits/rejected": 5.004950523376465,
"logps/chosen": -452.0787048339844,
"logps/rejected": -383.26824951171875,
"loss": 0.6419,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.06604544818401337,
"rewards/margins": 0.4590230882167816,
"rewards/rejected": -0.39297762513160706,
"step": 780
},
{
"epoch": 1.6540172729651923,
"grad_norm": 36.400512256730096,
"learning_rate": 8.747083474174527e-08,
"logits/chosen": 4.775164604187012,
"logits/rejected": 5.237417221069336,
"logps/chosen": -431.0052185058594,
"logps/rejected": -372.1168212890625,
"loss": 0.6398,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": -0.017582783475518227,
"rewards/margins": 0.35258156061172485,
"rewards/rejected": -0.37016433477401733,
"step": 790
},
{
"epoch": 1.674954200471081,
"grad_norm": 29.96252260731642,
"learning_rate": 7.740495722810269e-08,
"logits/chosen": 4.998331546783447,
"logits/rejected": 4.909043312072754,
"logps/chosen": -489.783447265625,
"logps/rejected": -415.0606384277344,
"loss": 0.6128,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": 0.04877934604883194,
"rewards/margins": 0.3542923033237457,
"rewards/rejected": -0.3055129647254944,
"step": 800
},
{
"epoch": 1.674954200471081,
"eval_logits/chosen": 4.6106181144714355,
"eval_logits/rejected": 4.968925476074219,
"eval_logps/chosen": -443.625244140625,
"eval_logps/rejected": -378.2127990722656,
"eval_loss": 0.6703739166259766,
"eval_rewards/accuracies": 0.6071428656578064,
"eval_rewards/chosen": -0.06042463704943657,
"eval_rewards/margins": 0.30752548575401306,
"eval_rewards/rejected": -0.3679501414299011,
"eval_runtime": 21.1621,
"eval_samples_per_second": 94.509,
"eval_steps_per_second": 2.977,
"step": 800
},
{
"epoch": 1.6958911279769695,
"grad_norm": 34.07376933070953,
"learning_rate": 6.790558119157597e-08,
"logits/chosen": 4.842529773712158,
"logits/rejected": 4.945174217224121,
"logps/chosen": -446.68682861328125,
"logps/rejected": -379.9209899902344,
"loss": 0.6409,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": 0.010895573534071445,
"rewards/margins": 0.47363200783729553,
"rewards/rejected": -0.46273642778396606,
"step": 810
},
{
"epoch": 1.7168280554828579,
"grad_norm": 31.41564508164701,
"learning_rate": 5.898544083397e-08,
"logits/chosen": 4.57013463973999,
"logits/rejected": 4.8762030601501465,
"logps/chosen": -459.298583984375,
"logps/rejected": -376.189208984375,
"loss": 0.6381,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.04928427189588547,
"rewards/margins": 0.33450883626937866,
"rewards/rejected": -0.38379308581352234,
"step": 820
},
{
"epoch": 1.7377649829887463,
"grad_norm": 38.55984096337612,
"learning_rate": 5.065649387408705e-08,
"logits/chosen": 4.863150596618652,
"logits/rejected": 4.996617317199707,
"logps/chosen": -405.2935485839844,
"logps/rejected": -383.06756591796875,
"loss": 0.6587,
"rewards/accuracies": 0.6187499761581421,
"rewards/chosen": -0.14060600101947784,
"rewards/margins": 0.1646648645401001,
"rewards/rejected": -0.30527088046073914,
"step": 830
},
{
"epoch": 1.7587019104946349,
"grad_norm": 32.69891650352482,
"learning_rate": 4.292990551804171e-08,
"logits/chosen": 4.561503887176514,
"logits/rejected": 4.661375522613525,
"logps/chosen": -374.9468688964844,
"logps/rejected": -359.5188293457031,
"loss": 0.6426,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.05613694339990616,
"rewards/margins": 0.3448534607887268,
"rewards/rejected": -0.40099042654037476,
"step": 840
},
{
"epoch": 1.7796388380005235,
"grad_norm": 32.82316724445512,
"learning_rate": 3.581603349196371e-08,
"logits/chosen": 4.668177604675293,
"logits/rejected": 5.044764518737793,
"logps/chosen": -391.29534912109375,
"logps/rejected": -374.1195068359375,
"loss": 0.6501,
"rewards/accuracies": 0.543749988079071,
"rewards/chosen": -0.14754648506641388,
"rewards/margins": 0.16757197678089142,
"rewards/rejected": -0.3151184618473053,
"step": 850
},
{
"epoch": 1.8005757655064119,
"grad_norm": 32.36442235611696,
"learning_rate": 2.9324414157151367e-08,
"logits/chosen": 4.706895351409912,
"logits/rejected": 5.021437644958496,
"logps/chosen": -417.41021728515625,
"logps/rejected": -335.3275451660156,
"loss": 0.6534,
"rewards/accuracies": 0.6812499761581421,
"rewards/chosen": -0.06291428953409195,
"rewards/margins": 0.3059840798377991,
"rewards/rejected": -0.36889833211898804,
"step": 860
},
{
"epoch": 1.8215126930123005,
"grad_norm": 29.740377909388123,
"learning_rate": 2.3463749726290284e-08,
"logits/chosen": 4.696743965148926,
"logits/rejected": 4.8797287940979,
"logps/chosen": -477.77783203125,
"logps/rejected": -390.98175048828125,
"loss": 0.6614,
"rewards/accuracies": 0.53125,
"rewards/chosen": -0.07511474192142487,
"rewards/margins": 0.17798468470573425,
"rewards/rejected": -0.2530994415283203,
"step": 870
},
{
"epoch": 1.842449620518189,
"grad_norm": 30.952090476967147,
"learning_rate": 1.824189659787284e-08,
"logits/chosen": 4.781184196472168,
"logits/rejected": 5.032862663269043,
"logps/chosen": -387.22906494140625,
"logps/rejected": -360.9486389160156,
"loss": 0.6618,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": -0.11400938034057617,
"rewards/margins": 0.21471650898456573,
"rewards/rejected": -0.3287258744239807,
"step": 880
},
{
"epoch": 1.8633865480240774,
"grad_norm": 31.64887361264221,
"learning_rate": 1.3665854824458035e-08,
"logits/chosen": 4.322469234466553,
"logits/rejected": 4.672883033752441,
"logps/chosen": -445.35699462890625,
"logps/rejected": -390.5237731933594,
"loss": 0.624,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": -0.032880861312150955,
"rewards/margins": 0.3543739914894104,
"rewards/rejected": -0.38725486397743225,
"step": 890
},
{
"epoch": 1.8843234755299658,
"grad_norm": 33.85502008551422,
"learning_rate": 9.741758728888217e-09,
"logits/chosen": 4.4365644454956055,
"logits/rejected": 4.837357997894287,
"logps/chosen": -472.887451171875,
"logps/rejected": -367.82611083984375,
"loss": 0.6474,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.05196143314242363,
"rewards/margins": 0.3476230800151825,
"rewards/rejected": -0.39958447217941284,
"step": 900
},
{
"epoch": 1.8843234755299658,
"eval_logits/chosen": 4.5737175941467285,
"eval_logits/rejected": 4.921082496643066,
"eval_logps/chosen": -443.622314453125,
"eval_logps/rejected": -378.2174377441406,
"eval_loss": 0.6692253351211548,
"eval_rewards/accuracies": 0.6269841194152832,
"eval_rewards/chosen": -0.05897674709558487,
"eval_rewards/margins": 0.31128397583961487,
"eval_rewards/rejected": -0.37026071548461914,
"eval_runtime": 21.3225,
"eval_samples_per_second": 93.797,
"eval_steps_per_second": 2.955,
"step": 900
},
{
"epoch": 1.9052604030358546,
"grad_norm": 33.28147635399462,
"learning_rate": 6.474868681043577e-09,
"logits/chosen": 4.713411808013916,
"logits/rejected": 4.913935661315918,
"logps/chosen": -384.9287109375,
"logps/rejected": -316.16265869140625,
"loss": 0.6491,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": -0.02645047940313816,
"rewards/margins": 0.40163594484329224,
"rewards/rejected": -0.42808642983436584,
"step": 910
},
{
"epoch": 1.926197330541743,
"grad_norm": 35.875215811609834,
"learning_rate": 3.869564046156459e-09,
"logits/chosen": 4.6749348640441895,
"logits/rejected": 4.898279190063477,
"logps/chosen": -441.083740234375,
"logps/rejected": -361.4406433105469,
"loss": 0.6389,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": -0.0031513571739196777,
"rewards/margins": 0.41674357652664185,
"rewards/rejected": -0.4198949337005615,
"step": 920
},
{
"epoch": 1.9471342580476314,
"grad_norm": 32.946064523302205,
"learning_rate": 1.929337314139412e-09,
"logits/chosen": 4.862700462341309,
"logits/rejected": 4.817538261413574,
"logps/chosen": -429.21051025390625,
"logps/rejected": -370.45745849609375,
"loss": 0.6312,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": -0.0764947384595871,
"rewards/margins": 0.20215356349945068,
"rewards/rejected": -0.2786482870578766,
"step": 930
},
{
"epoch": 1.96807118555352,
"grad_norm": 37.53766060677335,
"learning_rate": 6.567894177967325e-10,
"logits/chosen": 5.056074142456055,
"logits/rejected": 5.200203895568848,
"logps/chosen": -382.3914489746094,
"logps/rejected": -319.7542419433594,
"loss": 0.6475,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.012996235862374306,
"rewards/margins": 0.2734270989894867,
"rewards/rejected": -0.28642335534095764,
"step": 940
},
{
"epoch": 1.9890081130594086,
"grad_norm": 32.67422145978211,
"learning_rate": 5.3626246194704575e-11,
"logits/chosen": 4.634739875793457,
"logits/rejected": 4.890820503234863,
"logps/chosen": -425.7994689941406,
"logps/rejected": -344.5509033203125,
"loss": 0.6372,
"rewards/accuracies": 0.5562499761581421,
"rewards/chosen": -0.18660762906074524,
"rewards/margins": 0.23620739579200745,
"rewards/rejected": -0.4228149950504303,
"step": 950
},
{
"epoch": 1.9973828840617638,
"step": 954,
"total_flos": 0.0,
"train_loss": 0.675485389037702,
"train_runtime": 5897.7907,
"train_samples_per_second": 20.731,
"train_steps_per_second": 0.162
}
],
"logging_steps": 10,
"max_steps": 954,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}