{ "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": 37.29612828590162, "learning_rate": 1.0416666666666666e-08, "logits/chosen": -1.5181711912155151, "logits/rejected": -1.4237494468688965, "logps/chosen": -331.7369384765625, "logps/rejected": -353.880859375, "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": 34.09183299219303, "learning_rate": 1.0416666666666667e-07, "logits/chosen": -1.4457752704620361, "logits/rejected": -1.4434000253677368, "logps/chosen": -409.06182861328125, "logps/rejected": -344.4476318359375, "loss": 0.7192, "rewards/accuracies": 0.3611111044883728, "rewards/chosen": -0.012955614365637302, "rewards/margins": 0.009454314596951008, "rewards/rejected": -0.02240992709994316, "step": 10 }, { "epoch": 0.04187385501177702, "grad_norm": 33.674655892230355, "learning_rate": 2.0833333333333333e-07, "logits/chosen": -1.2904545068740845, "logits/rejected": -1.4261707067489624, "logps/chosen": -361.19525146484375, "logps/rejected": -322.1033630371094, "loss": 0.7204, "rewards/accuracies": 0.5249999761581421, "rewards/chosen": 0.05613602325320244, "rewards/margins": 0.04490422457456589, "rewards/rejected": 0.011231804266571999, "step": 20 }, { "epoch": 0.06281078251766553, "grad_norm": 34.76216235748818, "learning_rate": 3.1249999999999997e-07, "logits/chosen": -1.326378583908081, "logits/rejected": -1.334900140762329, "logps/chosen": -390.536376953125, "logps/rejected": -312.28826904296875, "loss": 0.7412, "rewards/accuracies": 0.5062500238418579, "rewards/chosen": -0.034933071583509445, "rewards/margins": -0.05697251483798027, "rewards/rejected": 0.022039445117115974, "step": 30 }, { "epoch": 0.08374771002355404, "grad_norm": 34.40909279988205, "learning_rate": 4.1666666666666667e-07, "logits/chosen": -1.3933440446853638, "logits/rejected": -1.4404706954956055, "logps/chosen": -329.0964050292969, "logps/rejected": -291.3802490234375, "loss": 0.725, "rewards/accuracies": 0.4937500059604645, "rewards/chosen": 0.02061540260910988, "rewards/margins": 0.004305871669203043, "rewards/rejected": 0.016309529542922974, "step": 40 }, { "epoch": 0.10468463752944256, "grad_norm": 33.558772768765095, "learning_rate": 5.208333333333334e-07, "logits/chosen": -1.3897579908370972, "logits/rejected": -1.4129403829574585, "logps/chosen": -353.4942321777344, "logps/rejected": -314.30755615234375, "loss": 0.7195, "rewards/accuracies": 0.512499988079071, "rewards/chosen": 0.021332601085305214, "rewards/margins": 0.062744140625, "rewards/rejected": -0.04141153767704964, "step": 50 }, { "epoch": 0.12562156503533106, "grad_norm": 37.25091651222252, "learning_rate": 6.249999999999999e-07, "logits/chosen": -1.4710047245025635, "logits/rejected": -1.4629329442977905, "logps/chosen": -328.04437255859375, "logps/rejected": -303.51922607421875, "loss": 0.7164, "rewards/accuracies": 0.518750011920929, "rewards/chosen": 0.010426114313304424, "rewards/margins": 0.02291293814778328, "rewards/rejected": -0.01248682476580143, "step": 60 }, { "epoch": 0.14655849254121958, "grad_norm": 36.76489316948809, "learning_rate": 7.291666666666666e-07, "logits/chosen": -1.3989927768707275, "logits/rejected": -1.3778417110443115, "logps/chosen": -402.1053466796875, "logps/rejected": -349.107421875, "loss": 0.7271, "rewards/accuracies": 0.543749988079071, "rewards/chosen": 0.033832818269729614, "rewards/margins": 0.09618775546550751, "rewards/rejected": -0.062354933470487595, "step": 70 }, { "epoch": 0.16749542004710807, "grad_norm": 36.668613144227514, "learning_rate": 8.333333333333333e-07, "logits/chosen": -1.14809250831604, "logits/rejected": -1.3004900217056274, "logps/chosen": -393.3706970214844, "logps/rejected": -302.55267333984375, "loss": 0.7166, "rewards/accuracies": 0.5625, "rewards/chosen": 0.022442013025283813, "rewards/margins": 0.0886504203081131, "rewards/rejected": -0.06620840728282928, "step": 80 }, { "epoch": 0.1884323475529966, "grad_norm": 37.50656065265379, "learning_rate": 9.374999999999999e-07, "logits/chosen": -1.4117727279663086, "logits/rejected": -1.4133552312850952, "logps/chosen": -344.2930603027344, "logps/rejected": -297.4874572753906, "loss": 0.7401, "rewards/accuracies": 0.4625000059604645, "rewards/chosen": -0.002166506601497531, "rewards/margins": -0.026871949434280396, "rewards/rejected": 0.024705441668629646, "step": 90 }, { "epoch": 0.2093692750588851, "grad_norm": 40.39537923810557, "learning_rate": 9.999463737538052e-07, "logits/chosen": -1.4038206338882446, "logits/rejected": -1.4591708183288574, "logps/chosen": -382.0655822753906, "logps/rejected": -325.4857482910156, "loss": 0.7098, "rewards/accuracies": 0.53125, "rewards/chosen": 0.009398235008120537, "rewards/margins": 0.012028699740767479, "rewards/rejected": -0.002630466129630804, "step": 100 }, { "epoch": 0.2093692750588851, "eval_logits/chosen": -1.638710618019104, "eval_logits/rejected": -1.6983067989349365, "eval_logps/chosen": -375.59967041015625, "eval_logps/rejected": -323.07269287109375, "eval_loss": 0.7161566615104675, "eval_rewards/accuracies": 0.5277777910232544, "eval_rewards/chosen": -0.010860972106456757, "eval_rewards/margins": 0.05658983066678047, "eval_rewards/rejected": -0.06745080649852753, "eval_runtime": 23.8466, "eval_samples_per_second": 83.869, "eval_steps_per_second": 2.642, "step": 100 }, { "epoch": 0.23030620256477363, "grad_norm": 31.68914195854589, "learning_rate": 9.993432105822034e-07, "logits/chosen": -1.3994014263153076, "logits/rejected": -1.5090693235397339, "logps/chosen": -380.85809326171875, "logps/rejected": -315.415771484375, "loss": 0.7244, "rewards/accuracies": 0.518750011920929, "rewards/chosen": 0.0006190292770043015, "rewards/margins": 0.017153877764940262, "rewards/rejected": -0.016534846276044846, "step": 110 }, { "epoch": 0.2512431300706621, "grad_norm": 32.5897566012542, "learning_rate": 9.980706626858607e-07, "logits/chosen": -1.3891736268997192, "logits/rejected": -1.4548366069793701, "logps/chosen": -330.4214782714844, "logps/rejected": -290.9881286621094, "loss": 0.7015, "rewards/accuracies": 0.512499988079071, "rewards/chosen": 0.002393510192632675, "rewards/margins": 0.015673214569687843, "rewards/rejected": -0.013279703445732594, "step": 120 }, { "epoch": 0.2721800575765506, "grad_norm": 37.434859226068475, "learning_rate": 9.961304359538434e-07, "logits/chosen": -1.3691463470458984, "logits/rejected": -1.4777592420578003, "logps/chosen": -375.37957763671875, "logps/rejected": -303.9295959472656, "loss": 0.6959, "rewards/accuracies": 0.518750011920929, "rewards/chosen": 0.023477336391806602, "rewards/margins": 0.07401027530431747, "rewards/rejected": -0.05053293704986572, "step": 130 }, { "epoch": 0.29311698508243916, "grad_norm": 32.710975845053845, "learning_rate": 9.935251313189563e-07, "logits/chosen": -1.2984201908111572, "logits/rejected": -1.3567609786987305, "logps/chosen": -403.44390869140625, "logps/rejected": -315.7667541503906, "loss": 0.694, "rewards/accuracies": 0.5687500238418579, "rewards/chosen": 0.1049453616142273, "rewards/margins": 0.1717820167541504, "rewards/rejected": -0.0668366402387619, "step": 140 }, { "epoch": 0.31405391258832765, "grad_norm": 33.59099498042739, "learning_rate": 9.902582412711118e-07, "logits/chosen": -1.3101998567581177, "logits/rejected": -1.4272937774658203, "logps/chosen": -362.3497619628906, "logps/rejected": -304.9016418457031, "loss": 0.6869, "rewards/accuracies": 0.5625, "rewards/chosen": 0.030804574489593506, "rewards/margins": 0.16174563765525818, "rewards/rejected": -0.13094103336334229, "step": 150 }, { "epoch": 0.33499084009421615, "grad_norm": 33.64536927205325, "learning_rate": 9.86334145175542e-07, "logits/chosen": -1.372686743736267, "logits/rejected": -1.3871064186096191, "logps/chosen": -333.40252685546875, "logps/rejected": -309.45538330078125, "loss": 0.698, "rewards/accuracies": 0.550000011920929, "rewards/chosen": 0.02940761111676693, "rewards/margins": 0.14784011244773865, "rewards/rejected": -0.11843249946832657, "step": 160 }, { "epoch": 0.3559277676001047, "grad_norm": 32.519654688788634, "learning_rate": 9.817581034021272e-07, "logits/chosen": -1.469236135482788, "logits/rejected": -1.5464330911636353, "logps/chosen": -325.42401123046875, "logps/rejected": -279.6885986328125, "loss": 0.6943, "rewards/accuracies": 0.543749988079071, "rewards/chosen": 0.008727139793336391, "rewards/margins": 0.06822283565998077, "rewards/rejected": -0.05949569493532181, "step": 170 }, { "epoch": 0.3768646951059932, "grad_norm": 31.217980241389647, "learning_rate": 9.765362502737097e-07, "logits/chosen": -1.392663598060608, "logits/rejected": -1.3267390727996826, "logps/chosen": -328.3432312011719, "logps/rejected": -328.40679931640625, "loss": 0.6854, "rewards/accuracies": 0.5625, "rewards/chosen": -0.0019484326476231217, "rewards/margins": 0.09815844148397446, "rewards/rejected": -0.10010688006877899, "step": 180 }, { "epoch": 0.39780162261188173, "grad_norm": 35.19062151474422, "learning_rate": 9.706755858428485e-07, "logits/chosen": -1.317312479019165, "logits/rejected": -1.3148291110992432, "logps/chosen": -339.4427490234375, "logps/rejected": -339.53936767578125, "loss": 0.6886, "rewards/accuracies": 0.581250011920929, "rewards/chosen": -0.017630616202950478, "rewards/margins": 0.09675482660531998, "rewards/rejected": -0.1143854409456253, "step": 190 }, { "epoch": 0.4187385501177702, "grad_norm": 38.736703713611334, "learning_rate": 9.641839665080363e-07, "logits/chosen": -1.3673009872436523, "logits/rejected": -1.3681590557098389, "logps/chosen": -341.8690490722656, "logps/rejected": -310.6811828613281, "loss": 0.6825, "rewards/accuracies": 0.5562499761581421, "rewards/chosen": -0.02894829586148262, "rewards/margins": 0.07689115405082703, "rewards/rejected": -0.10583944618701935, "step": 200 }, { "epoch": 0.4187385501177702, "eval_logits/chosen": -1.635803461074829, "eval_logits/rejected": -1.69376540184021, "eval_logps/chosen": -375.5799865722656, "eval_logps/rejected": -323.3138732910156, "eval_loss": 0.6841831207275391, "eval_rewards/accuracies": 0.579365074634552, "eval_rewards/chosen": -0.001013976288959384, "eval_rewards/margins": 0.18699844181537628, "eval_rewards/rejected": -0.18801240622997284, "eval_runtime": 22.6938, "eval_samples_per_second": 88.13, "eval_steps_per_second": 2.776, "step": 200 }, { "epoch": 0.4396754776236587, "grad_norm": 29.329351201852436, "learning_rate": 9.570700944819582e-07, "logits/chosen": -1.1939313411712646, "logits/rejected": -1.3856732845306396, "logps/chosen": -384.10784912109375, "logps/rejected": -317.24755859375, "loss": 0.684, "rewards/accuracies": 0.612500011920929, "rewards/chosen": 0.0037221908569335938, "rewards/margins": 0.16761450469493866, "rewards/rejected": -0.16389232873916626, "step": 210 }, { "epoch": 0.46061240512954726, "grad_norm": 29.84515748563858, "learning_rate": 9.493435061259129e-07, "logits/chosen": -1.3803870677947998, "logits/rejected": -1.3274301290512085, "logps/chosen": -313.02777099609375, "logps/rejected": -297.11004638671875, "loss": 0.6846, "rewards/accuracies": 0.5062500238418579, "rewards/chosen": -0.023346154019236565, "rewards/margins": 0.06815574318170547, "rewards/rejected": -0.09150189161300659, "step": 220 }, { "epoch": 0.48154933263543576, "grad_norm": 31.662572343473325, "learning_rate": 9.4101455916603e-07, "logits/chosen": -1.3570753335952759, "logits/rejected": -1.3131479024887085, "logps/chosen": -331.6525573730469, "logps/rejected": -329.0929260253906, "loss": 0.6834, "rewards/accuracies": 0.574999988079071, "rewards/chosen": -0.025835394859313965, "rewards/margins": 0.16715176403522491, "rewards/rejected": -0.1929871290922165, "step": 230 }, { "epoch": 0.5024862601413242, "grad_norm": 34.26947764899909, "learning_rate": 9.320944188084241e-07, "logits/chosen": -1.3401970863342285, "logits/rejected": -1.3203916549682617, "logps/chosen": -341.75750732421875, "logps/rejected": -315.9219970703125, "loss": 0.6817, "rewards/accuracies": 0.6312500238418579, "rewards/chosen": 0.01570424810051918, "rewards/margins": 0.13407179713249207, "rewards/rejected": -0.11836756765842438, "step": 240 }, { "epoch": 0.5234231876472127, "grad_norm": 32.570026830574825, "learning_rate": 9.225950427718974e-07, "logits/chosen": -1.3138176202774048, "logits/rejected": -1.4214763641357422, "logps/chosen": -388.63800048828125, "logps/rejected": -327.308349609375, "loss": 0.662, "rewards/accuracies": 0.6312500238418579, "rewards/chosen": 0.034160248935222626, "rewards/margins": 0.23999419808387756, "rewards/rejected": -0.20583395659923553, "step": 250 }, { "epoch": 0.5443601151531012, "grad_norm": 31.875700958447943, "learning_rate": 9.125291652582547e-07, "logits/chosen": -1.171736717224121, "logits/rejected": -1.2927379608154297, "logps/chosen": -367.10638427734375, "logps/rejected": -301.8586730957031, "loss": 0.6732, "rewards/accuracies": 0.59375, "rewards/chosen": -0.03132578730583191, "rewards/margins": 0.2260134220123291, "rewards/rejected": -0.2573392391204834, "step": 260 }, { "epoch": 0.5652970426589898, "grad_norm": 29.95901746509434, "learning_rate": 9.019102798817195e-07, "logits/chosen": -1.4621995687484741, "logits/rejected": -1.563369631767273, "logps/chosen": -379.08746337890625, "logps/rejected": -326.1041259765625, "loss": 0.6799, "rewards/accuracies": 0.574999988079071, "rewards/chosen": 0.010546261444687843, "rewards/margins": 0.17825904488563538, "rewards/rejected": -0.16771277785301208, "step": 270 }, { "epoch": 0.5862339701648783, "grad_norm": 35.30660280902673, "learning_rate": 8.90752621580335e-07, "logits/chosen": -1.4563312530517578, "logits/rejected": -1.5124019384384155, "logps/chosen": -360.3949279785156, "logps/rejected": -296.45318603515625, "loss": 0.6904, "rewards/accuracies": 0.53125, "rewards/chosen": -0.05117585510015488, "rewards/margins": 0.1499311625957489, "rewards/rejected": -0.20110702514648438, "step": 280 }, { "epoch": 0.6071708976707668, "grad_norm": 30.02627471974457, "learning_rate": 8.79071147533597e-07, "logits/chosen": -1.3743504285812378, "logits/rejected": -1.3512884378433228, "logps/chosen": -341.1376647949219, "logps/rejected": -331.7826843261719, "loss": 0.6581, "rewards/accuracies": 0.643750011920929, "rewards/chosen": -0.004191230051219463, "rewards/margins": 0.26077696681022644, "rewards/rejected": -0.26496821641921997, "step": 290 }, { "epoch": 0.6281078251766553, "grad_norm": 32.675301753581984, "learning_rate": 8.668815171119019e-07, "logits/chosen": -1.2676564455032349, "logits/rejected": -1.319390058517456, "logps/chosen": -378.872314453125, "logps/rejected": -322.4703369140625, "loss": 0.663, "rewards/accuracies": 0.6499999761581421, "rewards/chosen": -0.022002484649419785, "rewards/margins": 0.1741904467344284, "rewards/rejected": -0.1961929351091385, "step": 300 }, { "epoch": 0.6281078251766553, "eval_logits/chosen": -1.6317138671875, "eval_logits/rejected": -1.6892949342727661, "eval_logps/chosen": -375.532958984375, "eval_logps/rejected": -323.4156494140625, "eval_loss": 0.6616633534431458, "eval_rewards/accuracies": 0.60317462682724, "eval_rewards/chosen": 0.022496730089187622, "eval_rewards/margins": 0.2614184617996216, "eval_rewards/rejected": -0.23892174661159515, "eval_runtime": 22.3915, "eval_samples_per_second": 89.32, "eval_steps_per_second": 2.814, "step": 300 }, { "epoch": 0.6490447526825438, "grad_norm": 32.37940998012059, "learning_rate": 8.54200070884685e-07, "logits/chosen": -1.3149330615997314, "logits/rejected": -1.4230272769927979, "logps/chosen": -389.00384521484375, "logps/rejected": -293.93487548828125, "loss": 0.6471, "rewards/accuracies": 0.606249988079071, "rewards/chosen": -0.028895879164338112, "rewards/margins": 0.29164841771125793, "rewards/rejected": -0.3205442726612091, "step": 310 }, { "epoch": 0.6699816801884323, "grad_norm": 34.74994897373754, "learning_rate": 8.410438087153911e-07, "logits/chosen": -1.2203506231307983, "logits/rejected": -1.28737211227417, "logps/chosen": -353.5164489746094, "logps/rejected": -297.2350769042969, "loss": 0.6689, "rewards/accuracies": 0.5687500238418579, "rewards/chosen": -0.03598624840378761, "rewards/margins": 0.1709606647491455, "rewards/rejected": -0.20694692432880402, "step": 320 }, { "epoch": 0.6909186076943209, "grad_norm": 27.89021442930517, "learning_rate": 8.274303669726426e-07, "logits/chosen": -1.2289667129516602, "logits/rejected": -1.3027209043502808, "logps/chosen": -351.02435302734375, "logps/rejected": -311.8251953125, "loss": 0.6675, "rewards/accuracies": 0.668749988079071, "rewards/chosen": -0.005795622244477272, "rewards/margins": 0.3018319308757782, "rewards/rejected": -0.30762752890586853, "step": 330 }, { "epoch": 0.7118555352002094, "grad_norm": 32.72596936653152, "learning_rate": 8.133779948881513e-07, "logits/chosen": -1.3401914834976196, "logits/rejected": -1.387083888053894, "logps/chosen": -355.665771484375, "logps/rejected": -318.4053955078125, "loss": 0.6557, "rewards/accuracies": 0.65625, "rewards/chosen": -0.04015441983938217, "rewards/margins": 0.22958505153656006, "rewards/rejected": -0.2697394788265228, "step": 340 }, { "epoch": 0.7327924627060979, "grad_norm": 35.42610267799739, "learning_rate": 7.989055300930704e-07, "logits/chosen": -1.3034248352050781, "logits/rejected": -1.3343088626861572, "logps/chosen": -340.1492614746094, "logps/rejected": -289.6612854003906, "loss": 0.6554, "rewards/accuracies": 0.581250011920929, "rewards/chosen": -0.1225026398897171, "rewards/margins": 0.12164878845214844, "rewards/rejected": -0.24415142834186554, "step": 350 }, { "epoch": 0.7537293902119864, "grad_norm": 29.02918447808193, "learning_rate": 7.840323733655778e-07, "logits/chosen": -1.2503941059112549, "logits/rejected": -1.4153048992156982, "logps/chosen": -406.9992980957031, "logps/rejected": -322.87994384765625, "loss": 0.6565, "rewards/accuracies": 0.675000011920929, "rewards/chosen": 0.024089232087135315, "rewards/margins": 0.31749090552330017, "rewards/rejected": -0.29340168833732605, "step": 360 }, { "epoch": 0.7746663177178749, "grad_norm": 33.710516075595095, "learning_rate": 7.687784626235447e-07, "logits/chosen": -1.312897801399231, "logits/rejected": -1.3840960264205933, "logps/chosen": -369.8164978027344, "logps/rejected": -291.6910705566406, "loss": 0.643, "rewards/accuracies": 0.643750011920929, "rewards/chosen": 0.02891460619866848, "rewards/margins": 0.3528975546360016, "rewards/rejected": -0.3239828944206238, "step": 370 }, { "epoch": 0.7956032452237635, "grad_norm": 30.30908317538956, "learning_rate": 7.531642461971514e-07, "logits/chosen": -1.4397472143173218, "logits/rejected": -1.5266616344451904, "logps/chosen": -368.24224853515625, "logps/rejected": -316.00567626953125, "loss": 0.6553, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": -0.07685438543558121, "rewards/margins": 0.29695773124694824, "rewards/rejected": -0.37381213903427124, "step": 380 }, { "epoch": 0.816540172729652, "grad_norm": 34.60440393056815, "learning_rate": 7.372106554172801e-07, "logits/chosen": -1.3900893926620483, "logits/rejected": -1.348008394241333, "logps/chosen": -369.2901306152344, "logps/rejected": -338.5638427734375, "loss": 0.661, "rewards/accuracies": 0.6187499761581421, "rewards/chosen": -0.0064844414591789246, "rewards/margins": 0.22314131259918213, "rewards/rejected": -0.22962574660778046, "step": 390 }, { "epoch": 0.8374771002355405, "grad_norm": 31.77115164859215, "learning_rate": 7.209390765564318e-07, "logits/chosen": -1.4996167421340942, "logits/rejected": -1.4596645832061768, "logps/chosen": -308.35113525390625, "logps/rejected": -281.60693359375, "loss": 0.6547, "rewards/accuracies": 0.65625, "rewards/chosen": -0.04348212480545044, "rewards/margins": 0.27009111642837524, "rewards/rejected": -0.3135732412338257, "step": 400 }, { "epoch": 0.8374771002355405, "eval_logits/chosen": -1.6414421796798706, "eval_logits/rejected": -1.6979553699493408, "eval_logps/chosen": -375.57781982421875, "eval_logps/rejected": -323.6410217285156, "eval_loss": 0.6590762734413147, "eval_rewards/accuracies": 0.6388888955116272, "eval_rewards/chosen": 7.240355625981465e-05, "eval_rewards/margins": 0.3516833484172821, "eval_rewards/rejected": -0.3516109585762024, "eval_runtime": 22.0937, "eval_samples_per_second": 90.524, "eval_steps_per_second": 2.851, "step": 400 }, { "epoch": 0.8584140277414289, "grad_norm": 31.789442088224007, "learning_rate": 7.043713221597773e-07, "logits/chosen": -1.2454522848129272, "logits/rejected": -1.4237592220306396, "logps/chosen": -399.0449523925781, "logps/rejected": -326.0782775878906, "loss": 0.6462, "rewards/accuracies": 0.612500011920929, "rewards/chosen": 0.014972883276641369, "rewards/margins": 0.2356092631816864, "rewards/rejected": -0.22063639760017395, "step": 410 }, { "epoch": 0.8793509552473174, "grad_norm": 32.68488619173213, "learning_rate": 6.875296018047809e-07, "logits/chosen": -1.5021634101867676, "logits/rejected": -1.4257535934448242, "logps/chosen": -349.61553955078125, "logps/rejected": -340.30975341796875, "loss": 0.6371, "rewards/accuracies": 0.6312500238418579, "rewards/chosen": -0.10846195369958878, "rewards/margins": 0.26752999424934387, "rewards/rejected": -0.37599191069602966, "step": 420 }, { "epoch": 0.9002878827532059, "grad_norm": 29.283057753738706, "learning_rate": 6.704364923285857e-07, "logits/chosen": -1.3049055337905884, "logits/rejected": -1.4615538120269775, "logps/chosen": -387.3922119140625, "logps/rejected": -299.621337890625, "loss": 0.6539, "rewards/accuracies": 0.5687500238418579, "rewards/chosen": -0.06501199305057526, "rewards/margins": 0.30248281359672546, "rewards/rejected": -0.3674947917461395, "step": 430 }, { "epoch": 0.9212248102590945, "grad_norm": 30.29029590057011, "learning_rate": 6.531149075630796e-07, "logits/chosen": -1.2950228452682495, "logits/rejected": -1.3765883445739746, "logps/chosen": -359.27691650390625, "logps/rejected": -293.13104248046875, "loss": 0.6508, "rewards/accuracies": 0.5874999761581421, "rewards/chosen": -0.05934730917215347, "rewards/margins": 0.2306128442287445, "rewards/rejected": -0.28996017575263977, "step": 440 }, { "epoch": 0.942161737764983, "grad_norm": 31.040736224709473, "learning_rate": 6.355880676182085e-07, "logits/chosen": -1.4344260692596436, "logits/rejected": -1.3737527132034302, "logps/chosen": -357.5885314941406, "logps/rejected": -332.05499267578125, "loss": 0.6653, "rewards/accuracies": 0.675000011920929, "rewards/chosen": -0.04119770601391792, "rewards/margins": 0.2782004475593567, "rewards/rejected": -0.31939810514450073, "step": 450 }, { "epoch": 0.9630986652708715, "grad_norm": 31.5228211898507, "learning_rate": 6.178794677547137e-07, "logits/chosen": -1.2749378681182861, "logits/rejected": -1.4267973899841309, "logps/chosen": -346.6052551269531, "logps/rejected": -290.1454162597656, "loss": 0.6415, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": 0.026611875742673874, "rewards/margins": 0.3765586316585541, "rewards/rejected": -0.3499467074871063, "step": 460 }, { "epoch": 0.98403559277676, "grad_norm": 31.660312290338712, "learning_rate": 6.000128468880222e-07, "logits/chosen": -1.3701679706573486, "logits/rejected": -1.390453815460205, "logps/chosen": -369.3509826660156, "logps/rejected": -323.2626037597656, "loss": 0.6358, "rewards/accuracies": 0.6000000238418579, "rewards/chosen": -0.04081202298402786, "rewards/margins": 0.33853498101234436, "rewards/rejected": -0.37934696674346924, "step": 470 }, { "epoch": 1.0049725202826485, "grad_norm": 27.48266116042723, "learning_rate": 5.820121557655108e-07, "logits/chosen": -1.2848116159439087, "logits/rejected": -1.3119057416915894, "logps/chosen": -359.86102294921875, "logps/rejected": -313.0788269042969, "loss": 0.6459, "rewards/accuracies": 0.625, "rewards/chosen": -0.048723649233579636, "rewards/margins": 0.27731940150260925, "rewards/rejected": -0.3260430693626404, "step": 480 }, { "epoch": 1.025909447788537, "grad_norm": 31.66810532106133, "learning_rate": 5.639015248598023e-07, "logits/chosen": -1.34721839427948, "logits/rejected": -1.449410080909729, "logps/chosen": -361.23046875, "logps/rejected": -296.3492126464844, "loss": 0.6519, "rewards/accuracies": 0.625, "rewards/chosen": -0.09297003597021103, "rewards/margins": 0.209228515625, "rewards/rejected": -0.302198588848114, "step": 490 }, { "epoch": 1.0468463752944255, "grad_norm": 31.533076924353868, "learning_rate": 5.457052320211339e-07, "logits/chosen": -1.3988004922866821, "logits/rejected": -1.4485900402069092, "logps/chosen": -370.951904296875, "logps/rejected": -314.5948181152344, "loss": 0.6456, "rewards/accuracies": 0.550000011920929, "rewards/chosen": -0.10979924350976944, "rewards/margins": 0.23507650196552277, "rewards/rejected": -0.3448757231235504, "step": 500 }, { "epoch": 1.0468463752944255, "eval_logits/chosen": -1.636523962020874, "eval_logits/rejected": -1.6931382417678833, "eval_logps/chosen": -375.5513916015625, "eval_logps/rejected": -323.6509704589844, "eval_loss": 0.6429626941680908, "eval_rewards/accuracies": 0.6666666865348816, "eval_rewards/chosen": 0.01327058020979166, "eval_rewards/margins": 0.36985495686531067, "eval_rewards/rejected": -0.356584370136261, "eval_runtime": 22.4458, "eval_samples_per_second": 89.104, "eval_steps_per_second": 2.807, "step": 500 }, { "epoch": 1.067783302800314, "grad_norm": 30.307455199305462, "learning_rate": 5.274476699321637e-07, "logits/chosen": -1.4101717472076416, "logits/rejected": -1.420190453529358, "logps/chosen": -327.46893310546875, "logps/rejected": -302.391357421875, "loss": 0.6345, "rewards/accuracies": 0.6312500238418579, "rewards/chosen": -0.04776526987552643, "rewards/margins": 0.2989855408668518, "rewards/rejected": -0.3467508554458618, "step": 510 }, { "epoch": 1.0887202303062025, "grad_norm": 29.722389429702496, "learning_rate": 5.091533134088387e-07, "logits/chosen": -1.4273402690887451, "logits/rejected": -1.4231868982315063, "logps/chosen": -323.42376708984375, "logps/rejected": -304.4673767089844, "loss": 0.6284, "rewards/accuracies": 0.6499999761581421, "rewards/chosen": -0.0829726904630661, "rewards/margins": 0.24710920453071594, "rewards/rejected": -0.33008190989494324, "step": 520 }, { "epoch": 1.109657157812091, "grad_norm": 28.885339598508185, "learning_rate": 4.908466865911614e-07, "logits/chosen": -1.4464526176452637, "logits/rejected": -1.5408886671066284, "logps/chosen": -344.06689453125, "logps/rejected": -292.1816101074219, "loss": 0.6328, "rewards/accuracies": 0.643750011920929, "rewards/chosen": -0.03225661441683769, "rewards/margins": 0.38520506024360657, "rewards/rejected": -0.41746169328689575, "step": 530 }, { "epoch": 1.1305940853179797, "grad_norm": 29.441675570164428, "learning_rate": 4.7255233006783624e-07, "logits/chosen": -1.3947404623031616, "logits/rejected": -1.328045129776001, "logps/chosen": -318.3937072753906, "logps/rejected": -280.65435791015625, "loss": 0.6372, "rewards/accuracies": 0.675000011920929, "rewards/chosen": -0.03985299542546272, "rewards/margins": 0.33030450344085693, "rewards/rejected": -0.37015751004219055, "step": 540 }, { "epoch": 1.151531012823868, "grad_norm": 29.84505193266847, "learning_rate": 4.5429476797886617e-07, "logits/chosen": -1.3157615661621094, "logits/rejected": -1.463357925415039, "logps/chosen": -367.59564208984375, "logps/rejected": -284.3589172363281, "loss": 0.6256, "rewards/accuracies": 0.675000011920929, "rewards/chosen": -0.04548700898885727, "rewards/margins": 0.312529981136322, "rewards/rejected": -0.3580169677734375, "step": 550 }, { "epoch": 1.1724679403297567, "grad_norm": 33.58402259379722, "learning_rate": 4.3609847514019763e-07, "logits/chosen": -1.3491549491882324, "logits/rejected": -1.3917362689971924, "logps/chosen": -355.3868408203125, "logps/rejected": -311.2879943847656, "loss": 0.6294, "rewards/accuracies": 0.643750011920929, "rewards/chosen": 0.005126100964844227, "rewards/margins": 0.33152928948402405, "rewards/rejected": -0.3264032006263733, "step": 560 }, { "epoch": 1.193404867835645, "grad_norm": 29.80795991678476, "learning_rate": 4.179878442344892e-07, "logits/chosen": -1.4194284677505493, "logits/rejected": -1.371366262435913, "logps/chosen": -326.87066650390625, "logps/rejected": -321.23785400390625, "loss": 0.6441, "rewards/accuracies": 0.6812499761581421, "rewards/chosen": 0.0237637497484684, "rewards/margins": 0.33783239126205444, "rewards/rejected": -0.31406864523887634, "step": 570 }, { "epoch": 1.2143417953415336, "grad_norm": 30.101844117489865, "learning_rate": 3.9998715311197783e-07, "logits/chosen": -1.452893853187561, "logits/rejected": -1.460272192955017, "logps/chosen": -346.24932861328125, "logps/rejected": -292.27667236328125, "loss": 0.6258, "rewards/accuracies": 0.6937500238418579, "rewards/chosen": -0.029639745131134987, "rewards/margins": 0.4036487638950348, "rewards/rejected": -0.43328848481178284, "step": 580 }, { "epoch": 1.235278722847422, "grad_norm": 28.648910640416673, "learning_rate": 3.821205322452863e-07, "logits/chosen": -1.2438939809799194, "logits/rejected": -1.3377447128295898, "logps/chosen": -380.3300476074219, "logps/rejected": -317.4806823730469, "loss": 0.6249, "rewards/accuracies": 0.643750011920929, "rewards/chosen": -0.0937061458826065, "rewards/margins": 0.34427446126937866, "rewards/rejected": -0.43798065185546875, "step": 590 }, { "epoch": 1.2562156503533106, "grad_norm": 34.234491670474995, "learning_rate": 3.6441193238179146e-07, "logits/chosen": -1.4130090475082397, "logits/rejected": -1.340057611465454, "logps/chosen": -377.28228759765625, "logps/rejected": -362.57879638671875, "loss": 0.6054, "rewards/accuracies": 0.59375, "rewards/chosen": -0.08141253888607025, "rewards/margins": 0.26778295636177063, "rewards/rejected": -0.3491954803466797, "step": 600 }, { "epoch": 1.2562156503533106, "eval_logits/chosen": -1.6430615186691284, "eval_logits/rejected": -1.6991180181503296, "eval_logps/chosen": -375.643798828125, "eval_logps/rejected": -323.71673583984375, "eval_loss": 0.6423465609550476, "eval_rewards/accuracies": 0.6349206566810608, "eval_rewards/chosen": -0.032912444323301315, "eval_rewards/margins": 0.3565501272678375, "eval_rewards/rejected": -0.38946259021759033, "eval_runtime": 22.0916, "eval_samples_per_second": 90.532, "eval_steps_per_second": 2.852, "step": 600 }, { "epoch": 1.2771525778591992, "grad_norm": 31.96916362076228, "learning_rate": 3.4688509243692034e-07, "logits/chosen": -1.3404086828231812, "logits/rejected": -1.401881217956543, "logps/chosen": -348.0643005371094, "logps/rejected": -274.1236267089844, "loss": 0.6089, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": 0.05336350202560425, "rewards/margins": 0.5003852248191833, "rewards/rejected": -0.4470217823982239, "step": 610 }, { "epoch": 1.2980895053650876, "grad_norm": 27.687942045456108, "learning_rate": 3.295635076714144e-07, "logits/chosen": -1.1929457187652588, "logits/rejected": -1.3312275409698486, "logps/chosen": -339.0008544921875, "logps/rejected": -282.86273193359375, "loss": 0.6173, "rewards/accuracies": 0.65625, "rewards/chosen": -0.04629793018102646, "rewards/margins": 0.3611483573913574, "rewards/rejected": -0.4074462950229645, "step": 620 }, { "epoch": 1.3190264328709762, "grad_norm": 30.364814060074504, "learning_rate": 3.12470398195219e-07, "logits/chosen": -1.4581263065338135, "logits/rejected": -1.4359983205795288, "logps/chosen": -352.0130310058594, "logps/rejected": -319.5924987792969, "loss": 0.6124, "rewards/accuracies": 0.706250011920929, "rewards/chosen": 0.0860348716378212, "rewards/margins": 0.4933602213859558, "rewards/rejected": -0.4073253571987152, "step": 630 }, { "epoch": 1.3399633603768648, "grad_norm": 28.207562684445328, "learning_rate": 2.956286778402226e-07, "logits/chosen": -1.3643245697021484, "logits/rejected": -1.3367928266525269, "logps/chosen": -329.8095397949219, "logps/rejected": -325.6297912597656, "loss": 0.6194, "rewards/accuracies": 0.668749988079071, "rewards/chosen": -0.03843813017010689, "rewards/margins": 0.4010621905326843, "rewards/rejected": -0.4395003318786621, "step": 640 }, { "epoch": 1.3609002878827532, "grad_norm": 31.931835373695627, "learning_rate": 2.7906092344356826e-07, "logits/chosen": -1.4707378149032593, "logits/rejected": -1.4725669622421265, "logps/chosen": -321.7577819824219, "logps/rejected": -296.30072021484375, "loss": 0.6295, "rewards/accuracies": 0.5874999761581421, "rewards/chosen": -0.20691867172718048, "rewards/margins": 0.24088874459266663, "rewards/rejected": -0.4478074014186859, "step": 650 }, { "epoch": 1.3818372153886418, "grad_norm": 33.26417313890622, "learning_rate": 2.6278934458271996e-07, "logits/chosen": -1.280631422996521, "logits/rejected": -1.3918514251708984, "logps/chosen": -319.20391845703125, "logps/rejected": -294.9554138183594, "loss": 0.6281, "rewards/accuracies": 0.59375, "rewards/chosen": -0.15276700258255005, "rewards/margins": 0.14049580693244934, "rewards/rejected": -0.293262779712677, "step": 660 }, { "epoch": 1.4027741428945302, "grad_norm": 27.692247842703622, "learning_rate": 2.468357538028487e-07, "logits/chosen": -1.3904974460601807, "logits/rejected": -1.4726046323776245, "logps/chosen": -351.35614013671875, "logps/rejected": -299.1191101074219, "loss": 0.6141, "rewards/accuracies": 0.6812499761581421, "rewards/chosen": 0.012430467642843723, "rewards/margins": 0.4077607989311218, "rewards/rejected": -0.39533036947250366, "step": 670 }, { "epoch": 1.4237110704004188, "grad_norm": 32.32896888329579, "learning_rate": 2.312215373764551e-07, "logits/chosen": -1.3210734128952026, "logits/rejected": -1.2972867488861084, "logps/chosen": -357.87725830078125, "logps/rejected": -346.83172607421875, "loss": 0.612, "rewards/accuracies": 0.6312500238418579, "rewards/chosen": -0.030674666166305542, "rewards/margins": 0.2985823154449463, "rewards/rejected": -0.32925695180892944, "step": 680 }, { "epoch": 1.4446479979063072, "grad_norm": 26.559915261204598, "learning_rate": 2.1596762663442213e-07, "logits/chosen": -1.353945016860962, "logits/rejected": -1.331405758857727, "logps/chosen": -359.0257263183594, "logps/rejected": -302.020751953125, "loss": 0.6143, "rewards/accuracies": 0.637499988079071, "rewards/chosen": -0.09165488183498383, "rewards/margins": 0.32221120595932007, "rewards/rejected": -0.4138661324977875, "step": 690 }, { "epoch": 1.4655849254121958, "grad_norm": 28.923951135790823, "learning_rate": 2.0109446990692963e-07, "logits/chosen": -1.3177390098571777, "logits/rejected": -1.2676212787628174, "logps/chosen": -382.9945373535156, "logps/rejected": -382.7451171875, "loss": 0.6129, "rewards/accuracies": 0.675000011920929, "rewards/chosen": 0.00983230210840702, "rewards/margins": 0.44890522956848145, "rewards/rejected": -0.43907293677330017, "step": 700 }, { "epoch": 1.4655849254121958, "eval_logits/chosen": -1.6413902044296265, "eval_logits/rejected": -1.6979249715805054, "eval_logps/chosen": -375.667724609375, "eval_logps/rejected": -323.7745361328125, "eval_loss": 0.6431064009666443, "eval_rewards/accuracies": 0.6349206566810608, "eval_rewards/chosen": -0.044887345284223557, "eval_rewards/margins": 0.373458594083786, "eval_rewards/rejected": -0.41834595799446106, "eval_runtime": 22.4693, "eval_samples_per_second": 89.01, "eval_steps_per_second": 2.804, "step": 700 }, { "epoch": 1.4865218529180844, "grad_norm": 29.793015750302608, "learning_rate": 1.8662200511184872e-07, "logits/chosen": -1.5391782522201538, "logits/rejected": -1.5692270994186401, "logps/chosen": -353.60504150390625, "logps/rejected": -327.60333251953125, "loss": 0.6413, "rewards/accuracies": 0.59375, "rewards/chosen": -0.08452965319156647, "rewards/margins": 0.3078867793083191, "rewards/rejected": -0.39241647720336914, "step": 710 }, { "epoch": 1.5074587804239727, "grad_norm": 30.154215075312383, "learning_rate": 1.725696330273575e-07, "logits/chosen": -1.4344627857208252, "logits/rejected": -1.4114643335342407, "logps/chosen": -367.28668212890625, "logps/rejected": -330.210205078125, "loss": 0.6152, "rewards/accuracies": 0.675000011920929, "rewards/chosen": -0.0991826206445694, "rewards/margins": 0.3690223693847656, "rewards/rejected": -0.46820497512817383, "step": 720 }, { "epoch": 1.5283957079298613, "grad_norm": 32.49028184373073, "learning_rate": 1.589561912846089e-07, "logits/chosen": -1.3968040943145752, "logits/rejected": -1.4468437433242798, "logps/chosen": -339.4754943847656, "logps/rejected": -298.7085266113281, "loss": 0.6139, "rewards/accuracies": 0.65625, "rewards/chosen": -0.04794057086110115, "rewards/margins": 0.3862064480781555, "rewards/rejected": -0.43414703011512756, "step": 730 }, { "epoch": 1.54933263543575, "grad_norm": 29.612038431579933, "learning_rate": 1.4579992911531496e-07, "logits/chosen": -1.2432403564453125, "logits/rejected": -1.2390873432159424, "logps/chosen": -379.5582275390625, "logps/rejected": -332.1794128417969, "loss": 0.6205, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": 0.019659820944070816, "rewards/margins": 0.3802977204322815, "rewards/rejected": -0.360637903213501, "step": 740 }, { "epoch": 1.5702695629416383, "grad_norm": 28.119711308052274, "learning_rate": 1.3311848288809813e-07, "logits/chosen": -1.4195433855056763, "logits/rejected": -1.490561842918396, "logps/chosen": -359.9119873046875, "logps/rejected": -322.4441833496094, "loss": 0.6118, "rewards/accuracies": 0.6312500238418579, "rewards/chosen": -0.0712754875421524, "rewards/margins": 0.2602451741695404, "rewards/rejected": -0.3315206468105316, "step": 750 }, { "epoch": 1.5912064904475267, "grad_norm": 29.268690125436255, "learning_rate": 1.209288524664029e-07, "logits/chosen": -1.229116439819336, "logits/rejected": -1.2306039333343506, "logps/chosen": -435.7142028808594, "logps/rejected": -397.52044677734375, "loss": 0.5971, "rewards/accuracies": 0.668749988079071, "rewards/chosen": 0.11046306788921356, "rewards/margins": 0.4868060052394867, "rewards/rejected": -0.3763429522514343, "step": 760 }, { "epoch": 1.6121434179534153, "grad_norm": 28.29047720088543, "learning_rate": 1.0924737841966497e-07, "logits/chosen": -1.220485806465149, "logits/rejected": -1.4240710735321045, "logps/chosen": -396.7095947265625, "logps/rejected": -319.75958251953125, "loss": 0.6247, "rewards/accuracies": 0.668749988079071, "rewards/chosen": -0.055124759674072266, "rewards/margins": 0.39260005950927734, "rewards/rejected": -0.44772475957870483, "step": 770 }, { "epoch": 1.633080345459304, "grad_norm": 29.17224056970089, "learning_rate": 9.808972011828054e-08, "logits/chosen": -1.2811758518218994, "logits/rejected": -1.3020236492156982, "logps/chosen": -384.5751647949219, "logps/rejected": -329.9205017089844, "loss": 0.626, "rewards/accuracies": 0.6937500238418579, "rewards/chosen": 0.14039060473442078, "rewards/margins": 0.46962863206863403, "rewards/rejected": -0.32923805713653564, "step": 780 }, { "epoch": 1.6540172729651923, "grad_norm": 33.75145778470617, "learning_rate": 8.747083474174527e-08, "logits/chosen": -1.3885407447814941, "logits/rejected": -1.4309613704681396, "logps/chosen": -365.4181823730469, "logps/rejected": -322.75054931640625, "loss": 0.6123, "rewards/accuracies": 0.625, "rewards/chosen": -0.04203175753355026, "rewards/margins": 0.3509315550327301, "rewards/rejected": -0.39296332001686096, "step": 790 }, { "epoch": 1.674954200471081, "grad_norm": 25.187206733853984, "learning_rate": 7.740495722810269e-08, "logits/chosen": -1.2112213373184204, "logits/rejected": -1.3428361415863037, "logps/chosen": -420.00830078125, "logps/rejected": -358.3287353515625, "loss": 0.5972, "rewards/accuracies": 0.6937500238418579, "rewards/chosen": 0.01959555223584175, "rewards/margins": 0.5057805776596069, "rewards/rejected": -0.4861849844455719, "step": 800 }, { "epoch": 1.674954200471081, "eval_logits/chosen": -1.639930009841919, "eval_logits/rejected": -1.6965380907058716, "eval_logps/chosen": -375.7169494628906, "eval_logps/rejected": -323.76556396484375, "eval_loss": 0.6384284496307373, "eval_rewards/accuracies": 0.6428571343421936, "eval_rewards/chosen": -0.06950785219669342, "eval_rewards/margins": 0.34436169266700745, "eval_rewards/rejected": -0.41386955976486206, "eval_runtime": 21.8454, "eval_samples_per_second": 91.552, "eval_steps_per_second": 2.884, "step": 800 }, { "epoch": 1.6958911279769695, "grad_norm": 30.26944195604407, "learning_rate": 6.790558119157597e-08, "logits/chosen": -1.3412492275238037, "logits/rejected": -1.3922173976898193, "logps/chosen": -375.84429931640625, "logps/rejected": -326.71417236328125, "loss": 0.6295, "rewards/accuracies": 0.699999988079071, "rewards/chosen": -0.015008327551186085, "rewards/margins": 0.4259034991264343, "rewards/rejected": -0.44091176986694336, "step": 810 }, { "epoch": 1.7168280554828579, "grad_norm": 30.885265100170944, "learning_rate": 5.898544083397e-08, "logits/chosen": -1.4171245098114014, "logits/rejected": -1.5250798463821411, "logps/chosen": -388.115478515625, "logps/rejected": -320.20819091796875, "loss": 0.6055, "rewards/accuracies": 0.6312500238418579, "rewards/chosen": -0.05425529554486275, "rewards/margins": 0.4603540003299713, "rewards/rejected": -0.5146092176437378, "step": 820 }, { "epoch": 1.7377649829887463, "grad_norm": 32.971600431805705, "learning_rate": 5.065649387408705e-08, "logits/chosen": -1.3083207607269287, "logits/rejected": -1.2884520292282104, "logps/chosen": -338.13909912109375, "logps/rejected": -327.7836608886719, "loss": 0.6083, "rewards/accuracies": 0.668749988079071, "rewards/chosen": -0.11997182667255402, "rewards/margins": 0.3927108347415924, "rewards/rejected": -0.5126826167106628, "step": 830 }, { "epoch": 1.7587019104946349, "grad_norm": 29.20392566444622, "learning_rate": 4.292990551804171e-08, "logits/chosen": -1.5097484588623047, "logits/rejected": -1.4066120386123657, "logps/chosen": -314.53338623046875, "logps/rejected": -309.9684143066406, "loss": 0.6346, "rewards/accuracies": 0.6187499761581421, "rewards/chosen": -0.06001155450940132, "rewards/margins": 0.30454209446907043, "rewards/rejected": -0.36455363035202026, "step": 840 }, { "epoch": 1.7796388380005235, "grad_norm": 30.280553572438347, "learning_rate": 3.581603349196371e-08, "logits/chosen": -1.3757822513580322, "logits/rejected": -1.3954650163650513, "logps/chosen": -331.03826904296875, "logps/rejected": -323.1974182128906, "loss": 0.6233, "rewards/accuracies": 0.625, "rewards/chosen": -0.10794013738632202, "rewards/margins": 0.2812719941139221, "rewards/rejected": -0.38921213150024414, "step": 850 }, { "epoch": 1.8005757655064119, "grad_norm": 28.100566523523845, "learning_rate": 2.9324414157151367e-08, "logits/chosen": -1.3457200527191162, "logits/rejected": -1.4598686695098877, "logps/chosen": -356.97216796875, "logps/rejected": -286.18865966796875, "loss": 0.6215, "rewards/accuracies": 0.612500011920929, "rewards/chosen": -0.05811784416437149, "rewards/margins": 0.35237258672714233, "rewards/rejected": -0.4104904234409332, "step": 860 }, { "epoch": 1.8215126930123005, "grad_norm": 26.46890964804442, "learning_rate": 2.3463749726290284e-08, "logits/chosen": -1.4204833507537842, "logits/rejected": -1.5046513080596924, "logps/chosen": -404.6219177246094, "logps/rejected": -336.10150146484375, "loss": 0.6261, "rewards/accuracies": 0.6499999761581421, "rewards/chosen": 0.02932531200349331, "rewards/margins": 0.39560848474502563, "rewards/rejected": -0.366283118724823, "step": 870 }, { "epoch": 1.842449620518189, "grad_norm": 31.701066186197266, "learning_rate": 1.824189659787284e-08, "logits/chosen": -1.3159443140029907, "logits/rejected": -1.3131808042526245, "logps/chosen": -328.07098388671875, "logps/rejected": -308.87701416015625, "loss": 0.6266, "rewards/accuracies": 0.606249988079071, "rewards/chosen": -0.0714392215013504, "rewards/margins": 0.3882763683795929, "rewards/rejected": -0.45971551537513733, "step": 880 }, { "epoch": 1.8633865480240774, "grad_norm": 31.12356616666238, "learning_rate": 1.3665854824458035e-08, "logits/chosen": -1.3845950365066528, "logits/rejected": -1.434497594833374, "logps/chosen": -376.0118103027344, "logps/rejected": -331.4889831542969, "loss": 0.6095, "rewards/accuracies": 0.731249988079071, "rewards/chosen": -0.061675846576690674, "rewards/margins": 0.3783223330974579, "rewards/rejected": -0.43999820947647095, "step": 890 }, { "epoch": 1.8843234755299658, "grad_norm": 34.05071913262595, "learning_rate": 9.741758728888217e-09, "logits/chosen": -1.2828714847564697, "logits/rejected": -1.3924423456192017, "logps/chosen": -401.4546203613281, "logps/rejected": -317.35443115234375, "loss": 0.6207, "rewards/accuracies": 0.6312500238418579, "rewards/chosen": -0.004245785064995289, "rewards/margins": 0.4051188826560974, "rewards/rejected": -0.40936464071273804, "step": 900 }, { "epoch": 1.8843234755299658, "eval_logits/chosen": -1.6407170295715332, "eval_logits/rejected": -1.6976144313812256, "eval_logps/chosen": -375.70330810546875, "eval_logps/rejected": -323.78216552734375, "eval_loss": 0.6362326145172119, "eval_rewards/accuracies": 0.6785714030265808, "eval_rewards/chosen": -0.06266693770885468, "eval_rewards/margins": 0.3595210015773773, "eval_rewards/rejected": -0.4221878945827484, "eval_runtime": 22.2411, "eval_samples_per_second": 89.923, "eval_steps_per_second": 2.833, "step": 900 }, { "epoch": 1.9052604030358546, "grad_norm": 28.324746122618627, "learning_rate": 6.474868681043577e-09, "logits/chosen": -1.232722282409668, "logits/rejected": -1.3370740413665771, "logps/chosen": -330.0971984863281, "logps/rejected": -274.8087463378906, "loss": 0.6315, "rewards/accuracies": 0.6875, "rewards/chosen": -0.04480002075433731, "rewards/margins": 0.4823727011680603, "rewards/rejected": -0.5271727442741394, "step": 910 }, { "epoch": 1.926197330541743, "grad_norm": 32.98699943344935, "learning_rate": 3.869564046156459e-09, "logits/chosen": -1.3717395067214966, "logits/rejected": -1.4535510540008545, "logps/chosen": -373.8208923339844, "logps/rejected": -311.4999084472656, "loss": 0.6198, "rewards/accuracies": 0.6499999761581421, "rewards/chosen": -0.06762387603521347, "rewards/margins": 0.35773369669914246, "rewards/rejected": -0.4253575801849365, "step": 920 }, { "epoch": 1.9471342580476314, "grad_norm": 27.5401666731791, "learning_rate": 1.929337314139412e-09, "logits/chosen": -1.2926667928695679, "logits/rejected": -1.3644298315048218, "logps/chosen": -362.7403869628906, "logps/rejected": -317.42303466796875, "loss": 0.6124, "rewards/accuracies": 0.6875, "rewards/chosen": 0.01872597262263298, "rewards/margins": 0.4235456883907318, "rewards/rejected": -0.40481966733932495, "step": 930 }, { "epoch": 1.96807118555352, "grad_norm": 31.615150149296902, "learning_rate": 6.567894177967325e-10, "logits/chosen": -1.3021799325942993, "logits/rejected": -1.3374966382980347, "logps/chosen": -324.93255615234375, "logps/rejected": -273.21929931640625, "loss": 0.6255, "rewards/accuracies": 0.6937500238418579, "rewards/chosen": -0.05069868639111519, "rewards/margins": 0.33984681963920593, "rewards/rejected": -0.390545517206192, "step": 940 }, { "epoch": 1.9890081130594086, "grad_norm": 29.09184931904493, "learning_rate": 5.3626246194704575e-11, "logits/chosen": -1.3507764339447021, "logits/rejected": -1.4648717641830444, "logps/chosen": -361.6529235839844, "logps/rejected": -296.1907043457031, "loss": 0.6169, "rewards/accuracies": 0.637499988079071, "rewards/chosen": -0.08508863300085068, "rewards/margins": 0.3246951401233673, "rewards/rejected": -0.40978384017944336, "step": 950 }, { "epoch": 1.9973828840617638, "step": 954, "total_flos": 0.0, "train_loss": 0.6516540072998911, "train_runtime": 5944.7081, "train_samples_per_second": 20.568, "train_steps_per_second": 0.16 } ], "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 }