{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "eval_steps": 100, "global_step": 1434, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "grad_norm": 46.495066480188626, "learning_rate": 3.4722222222222217e-09, "logits/chosen": -2.7660439014434814, "logits/rejected": -2.717564582824707, "logps/chosen": -269.8568420410156, "logps/rejected": -360.52459716796875, "loss": 0.6931, "rewards/accuracies": 0.0, "rewards/chosen": 0.0, "rewards/margins": 0.0, "rewards/rejected": 0.0, "step": 1 }, { "epoch": 0.02, "grad_norm": 45.48250079754631, "learning_rate": 3.472222222222222e-08, "logits/chosen": -2.592761516571045, "logits/rejected": -2.5630030632019043, "logps/chosen": -264.7732238769531, "logps/rejected": -251.50889587402344, "loss": 0.6929, "rewards/accuracies": 0.3958333432674408, "rewards/chosen": 0.0012306140270084143, "rewards/margins": -0.0009704786934889853, "rewards/rejected": 0.0022010933607816696, "step": 10 }, { "epoch": 0.04, "grad_norm": 41.93789081750966, "learning_rate": 6.944444444444444e-08, "logits/chosen": -2.6552841663360596, "logits/rejected": -2.6074695587158203, "logps/chosen": -281.4732360839844, "logps/rejected": -296.79010009765625, "loss": 0.6925, "rewards/accuracies": 0.5874999761581421, "rewards/chosen": 0.004006093833595514, "rewards/margins": 0.003165980102494359, "rewards/rejected": 0.0008401140803471208, "step": 20 }, { "epoch": 0.06, "grad_norm": 41.15398691411152, "learning_rate": 1.0416666666666667e-07, "logits/chosen": -2.67468523979187, "logits/rejected": -2.6028592586517334, "logps/chosen": -300.5101013183594, "logps/rejected": -263.88922119140625, "loss": 0.6904, "rewards/accuracies": 0.518750011920929, "rewards/chosen": 0.008085623383522034, "rewards/margins": 0.00503805186599493, "rewards/rejected": 0.003047570353373885, "step": 30 }, { "epoch": 0.08, "grad_norm": 39.57195743724939, "learning_rate": 1.3888888888888888e-07, "logits/chosen": -2.5917325019836426, "logits/rejected": -2.559333562850952, "logps/chosen": -266.6319274902344, "logps/rejected": -244.5043487548828, "loss": 0.6826, "rewards/accuracies": 0.6937500238418579, "rewards/chosen": 0.024673160165548325, "rewards/margins": 0.030291978269815445, "rewards/rejected": -0.005618819035589695, "step": 40 }, { "epoch": 0.1, "grad_norm": 38.787652763321745, "learning_rate": 1.736111111111111e-07, "logits/chosen": -2.5633091926574707, "logits/rejected": -2.527255058288574, "logps/chosen": -278.7782287597656, "logps/rejected": -292.60064697265625, "loss": 0.6686, "rewards/accuracies": 0.625, "rewards/chosen": 0.0476832240819931, "rewards/margins": 0.03851194307208061, "rewards/rejected": 0.009171287529170513, "step": 50 }, { "epoch": 0.13, "grad_norm": 42.23287032668302, "learning_rate": 2.0833333333333333e-07, "logits/chosen": -2.6264617443084717, "logits/rejected": -2.5678651332855225, "logps/chosen": -268.39715576171875, "logps/rejected": -296.73492431640625, "loss": 0.6517, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": 0.1604687124490738, "rewards/margins": 0.09314907342195511, "rewards/rejected": 0.06731964647769928, "step": 60 }, { "epoch": 0.15, "grad_norm": 37.074057156615645, "learning_rate": 2.4305555555555555e-07, "logits/chosen": -2.529860734939575, "logits/rejected": -2.5335025787353516, "logps/chosen": -261.59197998046875, "logps/rejected": -255.90951538085938, "loss": 0.6244, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": 0.20122408866882324, "rewards/margins": 0.160838782787323, "rewards/rejected": 0.04038532078266144, "step": 70 }, { "epoch": 0.17, "grad_norm": 53.60948399217281, "learning_rate": 2.7777777777777776e-07, "logits/chosen": -2.6630194187164307, "logits/rejected": -2.5986924171447754, "logps/chosen": -319.0962829589844, "logps/rejected": -265.9037170410156, "loss": 0.6056, "rewards/accuracies": 0.675000011920929, "rewards/chosen": 0.1860823631286621, "rewards/margins": 0.2783365547657013, "rewards/rejected": -0.09225417673587799, "step": 80 }, { "epoch": 0.19, "grad_norm": 39.28479543071564, "learning_rate": 3.1249999999999997e-07, "logits/chosen": -2.5524282455444336, "logits/rejected": -2.505441188812256, "logps/chosen": -258.28790283203125, "logps/rejected": -260.45709228515625, "loss": 0.5784, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": 0.04117143899202347, "rewards/margins": 0.4441215991973877, "rewards/rejected": -0.40295013785362244, "step": 90 }, { "epoch": 0.21, "grad_norm": 37.33085523160704, "learning_rate": 3.472222222222222e-07, "logits/chosen": -2.5317625999450684, "logits/rejected": -2.5069174766540527, "logps/chosen": -255.98025512695312, "logps/rejected": -263.0767517089844, "loss": 0.582, "rewards/accuracies": 0.699999988079071, "rewards/chosen": 0.21891236305236816, "rewards/margins": 0.5213271975517273, "rewards/rejected": -0.3024148643016815, "step": 100 }, { "epoch": 0.21, "eval_logits/chosen": -2.581188917160034, "eval_logits/rejected": -2.5431487560272217, "eval_logps/chosen": -254.23861694335938, "eval_logps/rejected": -263.28759765625, "eval_loss": 0.5878116488456726, "eval_rewards/accuracies": 0.71875, "eval_rewards/chosen": 0.41774246096611023, "eval_rewards/margins": 0.44876235723495483, "eval_rewards/rejected": -0.031019899994134903, "eval_runtime": 97.2965, "eval_samples_per_second": 20.556, "eval_steps_per_second": 0.329, "step": 100 }, { "epoch": 0.23, "grad_norm": 38.91387415080278, "learning_rate": 3.819444444444444e-07, "logits/chosen": -2.580745220184326, "logits/rejected": -2.495126724243164, "logps/chosen": -298.351806640625, "logps/rejected": -262.37762451171875, "loss": 0.5835, "rewards/accuracies": 0.7562500238418579, "rewards/chosen": 0.31141430139541626, "rewards/margins": 0.5385011434555054, "rewards/rejected": -0.2270868569612503, "step": 110 }, { "epoch": 0.25, "grad_norm": 38.5197424217738, "learning_rate": 4.1666666666666667e-07, "logits/chosen": -2.473219633102417, "logits/rejected": -2.4464592933654785, "logps/chosen": -286.4003601074219, "logps/rejected": -275.6720886230469, "loss": 0.5583, "rewards/accuracies": 0.7562500238418579, "rewards/chosen": -0.2616604268550873, "rewards/margins": 0.5291147828102112, "rewards/rejected": -0.7907751798629761, "step": 120 }, { "epoch": 0.27, "grad_norm": 37.759243136528056, "learning_rate": 4.513888888888889e-07, "logits/chosen": -2.463078498840332, "logits/rejected": -2.4377052783966064, "logps/chosen": -277.6775817871094, "logps/rejected": -277.7251281738281, "loss": 0.53, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": 0.2162761688232422, "rewards/margins": 0.6807397603988647, "rewards/rejected": -0.46446362137794495, "step": 130 }, { "epoch": 0.29, "grad_norm": 43.5485570360565, "learning_rate": 4.861111111111111e-07, "logits/chosen": -2.488098621368408, "logits/rejected": -2.4522647857666016, "logps/chosen": -313.66253662109375, "logps/rejected": -313.8337707519531, "loss": 0.5305, "rewards/accuracies": 0.768750011920929, "rewards/chosen": 0.1151454821228981, "rewards/margins": 0.7729904651641846, "rewards/rejected": -0.6578450202941895, "step": 140 }, { "epoch": 0.31, "grad_norm": 42.70051446601528, "learning_rate": 4.999733114418725e-07, "logits/chosen": -2.4509975910186768, "logits/rejected": -2.384775161743164, "logps/chosen": -286.3575744628906, "logps/rejected": -292.4871520996094, "loss": 0.5401, "rewards/accuracies": 0.6875, "rewards/chosen": -0.15666823089122772, "rewards/margins": 0.6572391390800476, "rewards/rejected": -0.8139073252677917, "step": 150 }, { "epoch": 0.33, "grad_norm": 53.334691841946395, "learning_rate": 4.998102353328799e-07, "logits/chosen": -2.4482672214508057, "logits/rejected": -2.358886957168579, "logps/chosen": -269.8271789550781, "logps/rejected": -270.34710693359375, "loss": 0.57, "rewards/accuracies": 0.75, "rewards/chosen": 0.16204610466957092, "rewards/margins": 0.808205246925354, "rewards/rejected": -0.6461590528488159, "step": 160 }, { "epoch": 0.36, "grad_norm": 44.14727072303912, "learning_rate": 4.994990066883491e-07, "logits/chosen": -2.3647940158843994, "logits/rejected": -2.2960338592529297, "logps/chosen": -259.77276611328125, "logps/rejected": -255.1217498779297, "loss": 0.5382, "rewards/accuracies": 0.699999988079071, "rewards/chosen": -0.5218764543533325, "rewards/margins": 0.6779727339744568, "rewards/rejected": -1.1998491287231445, "step": 170 }, { "epoch": 0.38, "grad_norm": 86.93750039599435, "learning_rate": 4.990398100856366e-07, "logits/chosen": -2.234858989715576, "logits/rejected": -2.1829886436462402, "logps/chosen": -262.09600830078125, "logps/rejected": -243.8761444091797, "loss": 0.529, "rewards/accuracies": 0.731249988079071, "rewards/chosen": -0.2868492603302002, "rewards/margins": 0.5284022092819214, "rewards/rejected": -0.8152514696121216, "step": 180 }, { "epoch": 0.4, "grad_norm": 42.637015477998524, "learning_rate": 4.984329178560219e-07, "logits/chosen": -2.275543689727783, "logits/rejected": -2.2290995121002197, "logps/chosen": -273.13580322265625, "logps/rejected": -277.8387756347656, "loss": 0.5193, "rewards/accuracies": 0.737500011920929, "rewards/chosen": -0.09464643895626068, "rewards/margins": 0.8095524907112122, "rewards/rejected": -0.9041990041732788, "step": 190 }, { "epoch": 0.42, "grad_norm": 224.49804573493958, "learning_rate": 4.976786899231985e-07, "logits/chosen": -2.2373015880584717, "logits/rejected": -2.2193970680236816, "logps/chosen": -264.38330078125, "logps/rejected": -271.14654541015625, "loss": 0.558, "rewards/accuracies": 0.737500011920929, "rewards/chosen": -0.22433169186115265, "rewards/margins": 0.7305465936660767, "rewards/rejected": -0.9548781514167786, "step": 200 }, { "epoch": 0.42, "eval_logits/chosen": -2.38926362991333, "eval_logits/rejected": -2.3397982120513916, "eval_logps/chosen": -261.4733581542969, "eval_logps/rejected": -280.4190673828125, "eval_loss": 0.5195851922035217, "eval_rewards/accuracies": 0.77734375, "eval_rewards/chosen": 0.05600578337907791, "eval_rewards/margins": 0.9436004757881165, "eval_rewards/rejected": -0.8875946998596191, "eval_runtime": 96.7112, "eval_samples_per_second": 20.68, "eval_steps_per_second": 0.331, "step": 200 }, { "epoch": 0.44, "grad_norm": 57.978840386902434, "learning_rate": 4.967775735898179e-07, "logits/chosen": -2.3195013999938965, "logits/rejected": -2.2525343894958496, "logps/chosen": -293.5995178222656, "logps/rejected": -273.7899475097656, "loss": 0.5321, "rewards/accuracies": 0.7562500238418579, "rewards/chosen": -0.1953679621219635, "rewards/margins": 0.9317470788955688, "rewards/rejected": -1.12711501121521, "step": 210 }, { "epoch": 0.46, "grad_norm": 45.042317188060295, "learning_rate": 4.957301032722118e-07, "logits/chosen": -2.320981502532959, "logits/rejected": -2.2780816555023193, "logps/chosen": -275.7085266113281, "logps/rejected": -272.6601257324219, "loss": 0.5272, "rewards/accuracies": 0.7250000238418579, "rewards/chosen": -0.5165706872940063, "rewards/margins": 0.8332468271255493, "rewards/rejected": -1.3498175144195557, "step": 220 }, { "epoch": 0.48, "grad_norm": 42.64386380595179, "learning_rate": 4.945369001834514e-07, "logits/chosen": -2.335122585296631, "logits/rejected": -2.2802178859710693, "logps/chosen": -251.1619415283203, "logps/rejected": -268.8333740234375, "loss": 0.5242, "rewards/accuracies": 0.768750011920929, "rewards/chosen": -0.1148248165845871, "rewards/margins": 0.939952552318573, "rewards/rejected": -1.0547773838043213, "step": 230 }, { "epoch": 0.5, "grad_norm": 43.7138056070312, "learning_rate": 4.931986719649298e-07, "logits/chosen": -2.372040271759033, "logits/rejected": -2.3250112533569336, "logps/chosen": -267.7872619628906, "logps/rejected": -270.08612060546875, "loss": 0.4886, "rewards/accuracies": 0.71875, "rewards/chosen": -0.20435211062431335, "rewards/margins": 0.8465341329574585, "rewards/rejected": -1.0508863925933838, "step": 240 }, { "epoch": 0.52, "grad_norm": 46.84966459893474, "learning_rate": 4.91716212266689e-07, "logits/chosen": -2.2988550662994385, "logits/rejected": -2.2003023624420166, "logps/chosen": -298.1326904296875, "logps/rejected": -279.72857666015625, "loss": 0.4983, "rewards/accuracies": 0.75, "rewards/chosen": 0.0028904906939715147, "rewards/margins": 1.0131902694702148, "rewards/rejected": -1.0102999210357666, "step": 250 }, { "epoch": 0.54, "grad_norm": 45.60631693718858, "learning_rate": 4.900904002767367e-07, "logits/chosen": -2.359170913696289, "logits/rejected": -2.298555850982666, "logps/chosen": -298.26898193359375, "logps/rejected": -277.553955078125, "loss": 0.4979, "rewards/accuracies": 0.7562500238418579, "rewards/chosen": -0.1978708803653717, "rewards/margins": 0.9808057546615601, "rewards/rejected": -1.178676724433899, "step": 260 }, { "epoch": 0.56, "grad_norm": 43.06547616205831, "learning_rate": 4.883222001996351e-07, "logits/chosen": -2.3876845836639404, "logits/rejected": -2.324982166290283, "logps/chosen": -285.72674560546875, "logps/rejected": -283.54534912109375, "loss": 0.529, "rewards/accuracies": 0.675000011920929, "rewards/chosen": -0.43653813004493713, "rewards/margins": 0.8585146069526672, "rewards/rejected": -1.2950527667999268, "step": 270 }, { "epoch": 0.59, "grad_norm": 47.726430451771456, "learning_rate": 4.864126606846696e-07, "logits/chosen": -2.3547611236572266, "logits/rejected": -2.261406898498535, "logps/chosen": -271.0657043457031, "logps/rejected": -269.5400390625, "loss": 0.5339, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": -0.4694308340549469, "rewards/margins": 0.8982539176940918, "rewards/rejected": -1.3676847219467163, "step": 280 }, { "epoch": 0.61, "grad_norm": 43.598738742809324, "learning_rate": 4.843629142039366e-07, "logits/chosen": -2.398907423019409, "logits/rejected": -2.3398590087890625, "logps/chosen": -260.32208251953125, "logps/rejected": -267.5470886230469, "loss": 0.5116, "rewards/accuracies": 0.731249988079071, "rewards/chosen": -0.4617377817630768, "rewards/margins": 0.8178228139877319, "rewards/rejected": -1.2795606851577759, "step": 290 }, { "epoch": 0.63, "grad_norm": 53.461838586248135, "learning_rate": 4.821741763807186e-07, "logits/chosen": -2.358552932739258, "logits/rejected": -2.2632975578308105, "logps/chosen": -306.07708740234375, "logps/rejected": -284.6916198730469, "loss": 0.4914, "rewards/accuracies": 0.737500011920929, "rewards/chosen": -0.254052072763443, "rewards/margins": 0.9752548336982727, "rewards/rejected": -1.2293068170547485, "step": 300 }, { "epoch": 0.63, "eval_logits/chosen": -2.3652639389038086, "eval_logits/rejected": -2.3039121627807617, "eval_logps/chosen": -264.29364013671875, "eval_logps/rejected": -286.6200866699219, "eval_loss": 0.5109529495239258, "eval_rewards/accuracies": 0.765625, "eval_rewards/chosen": -0.08500880002975464, "eval_rewards/margins": 1.1126374006271362, "eval_rewards/rejected": -1.197646141052246, "eval_runtime": 96.7466, "eval_samples_per_second": 20.673, "eval_steps_per_second": 0.331, "step": 300 }, { "epoch": 0.65, "grad_norm": 39.546683435658494, "learning_rate": 4.798477452685468e-07, "logits/chosen": -2.268113613128662, "logits/rejected": -2.2365353107452393, "logps/chosen": -298.82098388671875, "logps/rejected": -280.2306823730469, "loss": 0.4878, "rewards/accuracies": 0.768750011920929, "rewards/chosen": -0.17425382137298584, "rewards/margins": 0.9114526510238647, "rewards/rejected": -1.0857064723968506, "step": 310 }, { "epoch": 0.67, "grad_norm": 46.66091222824393, "learning_rate": 4.773850005813776e-07, "logits/chosen": -2.2866523265838623, "logits/rejected": -2.221771240234375, "logps/chosen": -301.2940368652344, "logps/rejected": -271.4169921875, "loss": 0.4739, "rewards/accuracies": 0.75, "rewards/chosen": -0.3811998963356018, "rewards/margins": 0.9484872817993164, "rewards/rejected": -1.329687237739563, "step": 320 }, { "epoch": 0.69, "grad_norm": 38.86653009667017, "learning_rate": 4.747874028753375e-07, "logits/chosen": -2.278787136077881, "logits/rejected": -2.1933655738830566, "logps/chosen": -265.38922119140625, "logps/rejected": -282.16143798828125, "loss": 0.4954, "rewards/accuracies": 0.731249988079071, "rewards/chosen": -0.1589515209197998, "rewards/margins": 0.9741891026496887, "rewards/rejected": -1.1331405639648438, "step": 330 }, { "epoch": 0.71, "grad_norm": 52.563625371137256, "learning_rate": 4.720564926825267e-07, "logits/chosen": -2.261157751083374, "logits/rejected": -2.1779565811157227, "logps/chosen": -300.0699462890625, "logps/rejected": -313.32012939453125, "loss": 0.4961, "rewards/accuracies": 0.731249988079071, "rewards/chosen": -0.5037744641304016, "rewards/margins": 1.1601417064666748, "rewards/rejected": -1.663915991783142, "step": 340 }, { "epoch": 0.73, "grad_norm": 44.99037304721281, "learning_rate": 4.6919388959739e-07, "logits/chosen": -2.2558467388153076, "logits/rejected": -2.163471221923828, "logps/chosen": -268.26397705078125, "logps/rejected": -272.03729248046875, "loss": 0.465, "rewards/accuracies": 0.768750011920929, "rewards/chosen": -0.5026377439498901, "rewards/margins": 1.063787579536438, "rewards/rejected": -1.566425085067749, "step": 350 }, { "epoch": 0.75, "grad_norm": 62.16268030811922, "learning_rate": 4.662012913161997e-07, "logits/chosen": -2.2976787090301514, "logits/rejected": -2.1752614974975586, "logps/chosen": -306.94708251953125, "logps/rejected": -288.148193359375, "loss": 0.52, "rewards/accuracies": 0.78125, "rewards/chosen": -0.212753027677536, "rewards/margins": 1.1294101476669312, "rewards/rejected": -1.3421632051467896, "step": 360 }, { "epoch": 0.77, "grad_norm": 48.68068839220641, "learning_rate": 4.6308047263021925e-07, "logits/chosen": -2.221646785736084, "logits/rejected": -2.1589419841766357, "logps/chosen": -286.72344970703125, "logps/rejected": -267.8009033203125, "loss": 0.5138, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": -0.5695220232009888, "rewards/margins": 0.9088203310966492, "rewards/rejected": -1.4783422946929932, "step": 370 }, { "epoch": 0.79, "grad_norm": 40.16847273705918, "learning_rate": 4.5983328437314523e-07, "logits/chosen": -2.1364545822143555, "logits/rejected": -2.1142001152038574, "logps/chosen": -257.01513671875, "logps/rejected": -296.47222900390625, "loss": 0.4949, "rewards/accuracies": 0.7250000238418579, "rewards/chosen": -0.8765251040458679, "rewards/margins": 1.0112650394439697, "rewards/rejected": -1.8877900838851929, "step": 380 }, { "epoch": 0.82, "grad_norm": 51.78049342719275, "learning_rate": 4.5646165232345103e-07, "logits/chosen": -2.223437547683716, "logits/rejected": -2.1807045936584473, "logps/chosen": -312.63714599609375, "logps/rejected": -308.8570861816406, "loss": 0.4921, "rewards/accuracies": 0.737500011920929, "rewards/chosen": -0.3500111699104309, "rewards/margins": 0.8943204879760742, "rewards/rejected": -1.2443315982818604, "step": 390 }, { "epoch": 0.84, "grad_norm": 42.79568140865266, "learning_rate": 4.529675760622843e-07, "logits/chosen": -2.2350916862487793, "logits/rejected": -2.148932695388794, "logps/chosen": -276.3843078613281, "logps/rejected": -295.5137939453125, "loss": 0.4922, "rewards/accuracies": 0.78125, "rewards/chosen": -0.29245343804359436, "rewards/margins": 1.1326130628585815, "rewards/rejected": -1.425066590309143, "step": 400 }, { "epoch": 0.84, "eval_logits/chosen": -2.3144989013671875, "eval_logits/rejected": -2.2569639682769775, "eval_logps/chosen": -263.2853698730469, "eval_logps/rejected": -285.4248352050781, "eval_loss": 0.5095034837722778, "eval_rewards/accuracies": 0.78515625, "eval_rewards/chosen": -0.0345957949757576, "eval_rewards/margins": 1.1032863855361938, "eval_rewards/rejected": -1.137882113456726, "eval_runtime": 96.7428, "eval_samples_per_second": 20.673, "eval_steps_per_second": 0.331, "step": 400 }, { "epoch": 0.86, "grad_norm": 41.17913551343322, "learning_rate": 4.493531277875948e-07, "logits/chosen": -2.300753116607666, "logits/rejected": -2.2138209342956543, "logps/chosen": -300.85986328125, "logps/rejected": -293.10089111328125, "loss": 0.4939, "rewards/accuracies": 0.768750011920929, "rewards/chosen": -0.09711817651987076, "rewards/margins": 1.1170685291290283, "rewards/rejected": -1.214186668395996, "step": 410 }, { "epoch": 0.88, "grad_norm": 44.7817002923167, "learning_rate": 4.456204510851956e-07, "logits/chosen": -2.296912670135498, "logits/rejected": -2.2389960289001465, "logps/chosen": -304.0657043457031, "logps/rejected": -303.19512939453125, "loss": 0.4853, "rewards/accuracies": 0.737500011920929, "rewards/chosen": -0.34959596395492554, "rewards/margins": 1.0870481729507446, "rewards/rejected": -1.4366440773010254, "step": 420 }, { "epoch": 0.9, "grad_norm": 42.837722286044084, "learning_rate": 4.4177175965748804e-07, "logits/chosen": -2.190886974334717, "logits/rejected": -2.1311051845550537, "logps/chosen": -289.19403076171875, "logps/rejected": -291.84967041015625, "loss": 0.4704, "rewards/accuracies": 0.78125, "rewards/chosen": -0.5077947378158569, "rewards/margins": 1.1956888437271118, "rewards/rejected": -1.7034835815429688, "step": 430 }, { "epoch": 0.92, "grad_norm": 50.46876260755674, "learning_rate": 4.378093360106022e-07, "logits/chosen": -2.275932788848877, "logits/rejected": -2.206188678741455, "logps/chosen": -291.9374694824219, "logps/rejected": -296.0220947265625, "loss": 0.4947, "rewards/accuracies": 0.7250000238418579, "rewards/chosen": -0.3800189793109894, "rewards/margins": 0.9654985666275024, "rewards/rejected": -1.3455175161361694, "step": 440 }, { "epoch": 0.94, "grad_norm": 49.16582597289157, "learning_rate": 4.337355301007335e-07, "logits/chosen": -2.2473514080047607, "logits/rejected": -2.212566375732422, "logps/chosen": -304.7669372558594, "logps/rejected": -337.439453125, "loss": 0.4809, "rewards/accuracies": 0.6812499761581421, "rewards/chosen": -0.5541377663612366, "rewards/margins": 0.9641104936599731, "rewards/rejected": -1.5182483196258545, "step": 450 }, { "epoch": 0.96, "grad_norm": 45.063096434401295, "learning_rate": 4.2955275794047627e-07, "logits/chosen": -2.255167007446289, "logits/rejected": -2.2048747539520264, "logps/chosen": -277.2271423339844, "logps/rejected": -268.5289001464844, "loss": 0.4941, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": -0.26313039660453796, "rewards/margins": 1.0289232730865479, "rewards/rejected": -1.2920535802841187, "step": 460 }, { "epoch": 0.98, "grad_norm": 44.06520192137465, "learning_rate": 4.252635001659837e-07, "logits/chosen": -2.2488787174224854, "logits/rejected": -2.1796398162841797, "logps/chosen": -284.37713623046875, "logps/rejected": -309.53546142578125, "loss": 0.4733, "rewards/accuracies": 0.737500011920929, "rewards/chosen": -0.28392332792282104, "rewards/margins": 1.0752943754196167, "rewards/rejected": -1.3592177629470825, "step": 470 }, { "epoch": 1.0, "grad_norm": 20.757199114043438, "learning_rate": 4.2087030056579986e-07, "logits/chosen": -2.2137668132781982, "logits/rejected": -2.1583967208862305, "logps/chosen": -291.67376708984375, "logps/rejected": -288.5511169433594, "loss": 0.417, "rewards/accuracies": 0.793749988079071, "rewards/chosen": -0.14164048433303833, "rewards/margins": 1.205784559249878, "rewards/rejected": -1.347425103187561, "step": 480 }, { "epoch": 1.03, "grad_norm": 30.758787856873905, "learning_rate": 4.163757645722403e-07, "logits/chosen": -2.273852825164795, "logits/rejected": -2.1564927101135254, "logps/chosen": -292.22467041015625, "logps/rejected": -292.77349853515625, "loss": 0.1895, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": 0.2319210022687912, "rewards/margins": 2.500307559967041, "rewards/rejected": -2.2683863639831543, "step": 490 }, { "epoch": 1.05, "grad_norm": 30.542382675770316, "learning_rate": 4.117825577162134e-07, "logits/chosen": -2.2761318683624268, "logits/rejected": -2.1567749977111816, "logps/chosen": -279.54486083984375, "logps/rejected": -309.9883728027344, "loss": 0.1908, "rewards/accuracies": 0.949999988079071, "rewards/chosen": 0.061248529702425, "rewards/margins": 2.6951680183410645, "rewards/rejected": -2.6339192390441895, "step": 500 }, { "epoch": 1.05, "eval_logits/chosen": -2.2441868782043457, "eval_logits/rejected": -2.165961980819702, "eval_logps/chosen": -269.8425598144531, "eval_logps/rejected": -300.6473693847656, "eval_loss": 0.5178976058959961, "eval_rewards/accuracies": 0.78515625, "eval_rewards/chosen": -0.36245518922805786, "eval_rewards/margins": 1.5365545749664307, "eval_rewards/rejected": -1.8990097045898438, "eval_runtime": 96.6241, "eval_samples_per_second": 20.699, "eval_steps_per_second": 0.331, "step": 500 }, { "epoch": 1.07, "grad_norm": 18.232913631558603, "learning_rate": 4.070934040463998e-07, "logits/chosen": -2.1585049629211426, "logits/rejected": -2.0768818855285645, "logps/chosen": -279.84527587890625, "logps/rejected": -321.41375732421875, "loss": 0.1751, "rewards/accuracies": 0.9375, "rewards/chosen": 0.1159655898809433, "rewards/margins": 2.8791768550872803, "rewards/rejected": -2.763211250305176, "step": 510 }, { "epoch": 1.09, "grad_norm": 28.960170029042352, "learning_rate": 4.023110845137273e-07, "logits/chosen": -2.215406894683838, "logits/rejected": -2.0539145469665527, "logps/chosen": -276.207763671875, "logps/rejected": -310.82513427734375, "loss": 0.1755, "rewards/accuracies": 0.90625, "rewards/chosen": -0.07207924127578735, "rewards/margins": 2.9146130084991455, "rewards/rejected": -2.986691951751709, "step": 520 }, { "epoch": 1.11, "grad_norm": 35.158803563669196, "learning_rate": 3.974384353220992e-07, "logits/chosen": -2.187908172607422, "logits/rejected": -2.049764394760132, "logps/chosen": -256.0184326171875, "logps/rejected": -290.10821533203125, "loss": 0.167, "rewards/accuracies": 0.956250011920929, "rewards/chosen": -0.13029596209526062, "rewards/margins": 2.844452381134033, "rewards/rejected": -2.974748134613037, "step": 530 }, { "epoch": 1.13, "grad_norm": 38.75397385029711, "learning_rate": 3.9247834624635404e-07, "logits/chosen": -2.1720824241638184, "logits/rejected": -2.047842502593994, "logps/chosen": -267.35888671875, "logps/rejected": -331.7341003417969, "loss": 0.1939, "rewards/accuracies": 0.956250011920929, "rewards/chosen": -0.3224119246006012, "rewards/margins": 3.103816509246826, "rewards/rejected": -3.4262282848358154, "step": 540 }, { "epoch": 1.15, "grad_norm": 21.6571458368692, "learning_rate": 3.8743375891845556e-07, "logits/chosen": -2.2194952964782715, "logits/rejected": -2.088972806930542, "logps/chosen": -301.56414794921875, "logps/rejected": -329.8552551269531, "loss": 0.1541, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": -0.44850125908851624, "rewards/margins": 2.9901504516601562, "rewards/rejected": -3.4386515617370605, "step": 550 }, { "epoch": 1.17, "grad_norm": 41.5671178301598, "learning_rate": 3.823076650829267e-07, "logits/chosen": -2.198901891708374, "logits/rejected": -2.0278093814849854, "logps/chosen": -261.13189697265625, "logps/rejected": -295.24127197265625, "loss": 0.1609, "rewards/accuracies": 0.9375, "rewards/chosen": -0.0586366169154644, "rewards/margins": 2.883596897125244, "rewards/rejected": -2.9422335624694824, "step": 560 }, { "epoch": 1.19, "grad_norm": 22.403810834900185, "learning_rate": 3.7710310482256523e-07, "logits/chosen": -2.10243558883667, "logits/rejected": -1.9939591884613037, "logps/chosen": -281.2176208496094, "logps/rejected": -338.7304382324219, "loss": 0.1581, "rewards/accuracies": 0.9624999761581421, "rewards/chosen": -0.1340499371290207, "rewards/margins": 3.009289503097534, "rewards/rejected": -3.1433396339416504, "step": 570 }, { "epoch": 1.21, "grad_norm": 41.02190574631486, "learning_rate": 3.718231647554911e-07, "logits/chosen": -2.1406311988830566, "logits/rejected": -1.9555755853652954, "logps/chosen": -292.01739501953125, "logps/rejected": -329.15045166015625, "loss": 0.1561, "rewards/accuracies": 0.956250011920929, "rewards/chosen": -0.6274134516716003, "rewards/margins": 3.1701507568359375, "rewards/rejected": -3.7975640296936035, "step": 580 }, { "epoch": 1.23, "grad_norm": 24.855938354465067, "learning_rate": 3.664709762045961e-07, "logits/chosen": -2.1577706336975098, "logits/rejected": -2.070456027984619, "logps/chosen": -284.9651794433594, "logps/rejected": -321.62994384765625, "loss": 0.1622, "rewards/accuracies": 0.956250011920929, "rewards/chosen": -0.7565070390701294, "rewards/margins": 2.949742078781128, "rewards/rejected": -3.706249237060547, "step": 590 }, { "epoch": 1.26, "grad_norm": 34.33138656502216, "learning_rate": 3.610497133404795e-07, "logits/chosen": -2.268091917037964, "logits/rejected": -2.1013598442077637, "logps/chosen": -285.04327392578125, "logps/rejected": -315.2426452636719, "loss": 0.1675, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": -0.31151503324508667, "rewards/margins": 3.0706770420074463, "rewards/rejected": -3.3821918964385986, "step": 600 }, { "epoch": 1.26, "eval_logits/chosen": -2.2219574451446533, "eval_logits/rejected": -2.1248531341552734, "eval_logps/chosen": -287.2300109863281, "eval_logps/rejected": -324.08123779296875, "eval_loss": 0.5377076268196106, "eval_rewards/accuracies": 0.80078125, "eval_rewards/chosen": -1.2318270206451416, "eval_rewards/margins": 1.8388763666152954, "eval_rewards/rejected": -3.0707035064697266, "eval_runtime": 96.6082, "eval_samples_per_second": 20.702, "eval_steps_per_second": 0.331, "step": 600 }, { "epoch": 1.28, "grad_norm": 24.42926394663865, "learning_rate": 3.555625912989747e-07, "logits/chosen": -2.2549402713775635, "logits/rejected": -2.0435824394226074, "logps/chosen": -345.69683837890625, "logps/rejected": -355.43841552734375, "loss": 0.1641, "rewards/accuracies": 0.9624999761581421, "rewards/chosen": -0.57981938123703, "rewards/margins": 3.4938979148864746, "rewards/rejected": -4.0737175941467285, "step": 610 }, { "epoch": 1.3, "grad_norm": 40.76003061063018, "learning_rate": 3.500128642743793e-07, "logits/chosen": -1.9793628454208374, "logits/rejected": -1.8766018152236938, "logps/chosen": -275.6058654785156, "logps/rejected": -325.64532470703125, "loss": 0.1676, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": -0.4727633595466614, "rewards/margins": 3.388253688812256, "rewards/rejected": -3.8610172271728516, "step": 620 }, { "epoch": 1.32, "grad_norm": 27.005984360116628, "learning_rate": 3.4440382358952115e-07, "logits/chosen": -2.0091536045074463, "logits/rejected": -1.8107984066009521, "logps/chosen": -286.50762939453125, "logps/rejected": -327.90350341796875, "loss": 0.1604, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": -0.3183102309703827, "rewards/margins": 3.1906726360321045, "rewards/rejected": -3.5089828968048096, "step": 630 }, { "epoch": 1.34, "grad_norm": 23.606941374377882, "learning_rate": 3.387387957438061e-07, "logits/chosen": -1.9466636180877686, "logits/rejected": -1.7844781875610352, "logps/chosen": -283.4999084472656, "logps/rejected": -322.8622131347656, "loss": 0.1551, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": -0.5999014973640442, "rewards/margins": 3.3343536853790283, "rewards/rejected": -3.9342548847198486, "step": 640 }, { "epoch": 1.36, "grad_norm": 35.62460431561092, "learning_rate": 3.33021140440403e-07, "logits/chosen": -2.041600465774536, "logits/rejected": -1.8977054357528687, "logps/chosen": -282.59033203125, "logps/rejected": -359.6671447753906, "loss": 0.1662, "rewards/accuracies": 0.96875, "rewards/chosen": -0.652147650718689, "rewards/margins": 3.4888508319854736, "rewards/rejected": -4.140998363494873, "step": 650 }, { "epoch": 1.38, "grad_norm": 40.45521004861816, "learning_rate": 3.272542485937368e-07, "logits/chosen": -2.2044432163238525, "logits/rejected": -1.995490312576294, "logps/chosen": -281.81591796875, "logps/rejected": -305.563720703125, "loss": 0.1562, "rewards/accuracies": 0.956250011920929, "rewards/chosen": -0.9047712087631226, "rewards/margins": 3.0545411109924316, "rewards/rejected": -3.9593119621276855, "step": 660 }, { "epoch": 1.4, "grad_norm": 25.83353768539722, "learning_rate": 3.214415403184725e-07, "logits/chosen": -2.136054515838623, "logits/rejected": -2.0022921562194824, "logps/chosen": -287.70721435546875, "logps/rejected": -347.98626708984375, "loss": 0.1527, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": -0.8447133898735046, "rewards/margins": 3.195286512374878, "rewards/rejected": -4.039999961853027, "step": 670 }, { "epoch": 1.42, "grad_norm": 33.98889011519535, "learning_rate": 3.155864629011798e-07, "logits/chosen": -2.006204605102539, "logits/rejected": -1.8692758083343506, "logps/chosen": -266.548583984375, "logps/rejected": -349.1086730957031, "loss": 0.1618, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": -0.7886885404586792, "rewards/margins": 3.2961840629577637, "rewards/rejected": -4.084872722625732, "step": 680 }, { "epoch": 1.44, "grad_norm": 23.86841822029929, "learning_rate": 3.096924887558854e-07, "logits/chosen": -2.0170860290527344, "logits/rejected": -1.8624064922332764, "logps/chosen": -289.9138488769531, "logps/rejected": -340.1861877441406, "loss": 0.1705, "rewards/accuracies": 0.949999988079071, "rewards/chosen": -0.879202663898468, "rewards/margins": 3.349952220916748, "rewards/rejected": -4.22915506362915, "step": 690 }, { "epoch": 1.46, "grad_norm": 30.325436164549153, "learning_rate": 3.0376311336472157e-07, "logits/chosen": -1.9222033023834229, "logits/rejected": -1.7393171787261963, "logps/chosen": -308.6827087402344, "logps/rejected": -357.66937255859375, "loss": 0.1567, "rewards/accuracies": 0.918749988079071, "rewards/chosen": -1.2114474773406982, "rewards/margins": 3.2933521270751953, "rewards/rejected": -4.504799842834473, "step": 700 }, { "epoch": 1.46, "eval_logits/chosen": -2.045348882675171, "eval_logits/rejected": -1.9284720420837402, "eval_logps/chosen": -298.781982421875, "eval_logps/rejected": -333.33538818359375, "eval_loss": 0.5347517132759094, "eval_rewards/accuracies": 0.7890625, "eval_rewards/chosen": -1.8094260692596436, "eval_rewards/margins": 1.7239831686019897, "eval_rewards/rejected": -3.5334088802337646, "eval_runtime": 96.8349, "eval_samples_per_second": 20.654, "eval_steps_per_second": 0.33, "step": 700 }, { "epoch": 1.49, "grad_norm": 44.30207392759187, "learning_rate": 2.9780185320489397e-07, "logits/chosen": -1.9471759796142578, "logits/rejected": -1.777573585510254, "logps/chosen": -307.9242858886719, "logps/rejected": -352.77618408203125, "loss": 0.1417, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": -0.9882961511611938, "rewards/margins": 3.599376678466797, "rewards/rejected": -4.587672233581543, "step": 710 }, { "epoch": 1.51, "grad_norm": 37.177307769645225, "learning_rate": 2.9181224366319943e-07, "logits/chosen": -1.9124629497528076, "logits/rejected": -1.7028827667236328, "logps/chosen": -315.4266662597656, "logps/rejected": -355.34857177734375, "loss": 0.166, "rewards/accuracies": 0.949999988079071, "rewards/chosen": -0.7210714817047119, "rewards/margins": 3.6800003051757812, "rewards/rejected": -4.401071071624756, "step": 720 }, { "epoch": 1.53, "grad_norm": 39.29672592174553, "learning_rate": 2.857978369393279e-07, "logits/chosen": -2.243919849395752, "logits/rejected": -2.1087582111358643, "logps/chosen": -308.04412841796875, "logps/rejected": -345.15594482421875, "loss": 0.152, "rewards/accuracies": 0.9375, "rewards/chosen": -0.5387176871299744, "rewards/margins": 3.3322176933288574, "rewards/rejected": -3.8709354400634766, "step": 730 }, { "epoch": 1.55, "grad_norm": 24.15001856800991, "learning_rate": 2.797621999391938e-07, "logits/chosen": -2.3955087661743164, "logits/rejected": -2.282515048980713, "logps/chosen": -296.63604736328125, "logps/rejected": -331.5033264160156, "loss": 0.1584, "rewards/accuracies": 0.925000011920929, "rewards/chosen": -1.0399105548858643, "rewards/margins": 3.2611820697784424, "rewards/rejected": -4.301093101501465, "step": 740 }, { "epoch": 1.57, "grad_norm": 28.800655620715126, "learning_rate": 2.7370891215954565e-07, "logits/chosen": -2.291198253631592, "logits/rejected": -2.1874325275421143, "logps/chosen": -294.86126708984375, "logps/rejected": -342.1693420410156, "loss": 0.1327, "rewards/accuracies": 0.981249988079071, "rewards/chosen": -0.5225303769111633, "rewards/margins": 3.4790916442871094, "rewards/rejected": -4.001622200012207, "step": 750 }, { "epoch": 1.59, "grad_norm": 36.52736639617503, "learning_rate": 2.676415635651091e-07, "logits/chosen": -2.2511188983917236, "logits/rejected": -2.1171295642852783, "logps/chosen": -314.3142395019531, "logps/rejected": -401.13018798828125, "loss": 0.1373, "rewards/accuracies": 0.96875, "rewards/chosen": -0.4879869818687439, "rewards/margins": 4.032652854919434, "rewards/rejected": -4.520639896392822, "step": 760 }, { "epoch": 1.61, "grad_norm": 22.81336311327227, "learning_rate": 2.615637524595207e-07, "logits/chosen": -2.2899999618530273, "logits/rejected": -2.117185115814209, "logps/chosen": -290.29815673828125, "logps/rejected": -304.9264831542969, "loss": 0.137, "rewards/accuracies": 0.9375, "rewards/chosen": -0.9585368037223816, "rewards/margins": 3.114755153656006, "rewards/rejected": -4.0732927322387695, "step": 770 }, { "epoch": 1.63, "grad_norm": 25.499517087179957, "learning_rate": 2.55479083351317e-07, "logits/chosen": -2.2676925659179688, "logits/rejected": -2.083047866821289, "logps/chosen": -301.6076965332031, "logps/rejected": -364.6853942871094, "loss": 0.1536, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": -0.8435381054878235, "rewards/margins": 3.4508233070373535, "rewards/rejected": -4.294361114501953, "step": 780 }, { "epoch": 1.65, "grad_norm": 27.418147190397534, "learning_rate": 2.4939116481624407e-07, "logits/chosen": -2.220470666885376, "logits/rejected": -1.959284782409668, "logps/chosen": -299.3353576660156, "logps/rejected": -319.30914306640625, "loss": 0.1568, "rewards/accuracies": 0.96875, "rewards/chosen": -0.8999794125556946, "rewards/margins": 3.3365378379821777, "rewards/rejected": -4.236516952514648, "step": 790 }, { "epoch": 1.67, "grad_norm": 22.42449451210148, "learning_rate": 2.4330360735715374e-07, "logits/chosen": -2.2539217472076416, "logits/rejected": -2.0446996688842773, "logps/chosen": -333.44366455078125, "logps/rejected": -357.18841552734375, "loss": 0.1475, "rewards/accuracies": 0.949999988079071, "rewards/chosen": -1.156060814857483, "rewards/margins": 3.485567092895508, "rewards/rejected": -4.641627311706543, "step": 800 }, { "epoch": 1.67, "eval_logits/chosen": -2.2409238815307617, "eval_logits/rejected": -2.1201870441436768, "eval_logps/chosen": -296.3533020019531, "eval_logps/rejected": -332.4950866699219, "eval_loss": 0.538158118724823, "eval_rewards/accuracies": 0.80078125, "eval_rewards/chosen": -1.6879926919937134, "eval_rewards/margins": 1.8034026622772217, "eval_rewards/rejected": -3.4913952350616455, "eval_runtime": 96.753, "eval_samples_per_second": 20.671, "eval_steps_per_second": 0.331, "step": 800 }, { "epoch": 1.69, "grad_norm": 27.648844978471217, "learning_rate": 2.3722002126275822e-07, "logits/chosen": -2.118046998977661, "logits/rejected": -1.9478477239608765, "logps/chosen": -295.06268310546875, "logps/rejected": -350.56829833984375, "loss": 0.1534, "rewards/accuracies": 0.949999988079071, "rewards/chosen": -0.974108099937439, "rewards/margins": 3.4369990825653076, "rewards/rejected": -4.411107540130615, "step": 810 }, { "epoch": 1.72, "grad_norm": 33.288825778542474, "learning_rate": 2.311440144665108e-07, "logits/chosen": -2.166576623916626, "logits/rejected": -2.005044460296631, "logps/chosen": -285.5037841796875, "logps/rejected": -354.74578857421875, "loss": 0.1616, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": -0.7247167229652405, "rewards/margins": 3.4520015716552734, "rewards/rejected": -4.176717758178711, "step": 820 }, { "epoch": 1.74, "grad_norm": 28.54134777409646, "learning_rate": 2.2507919040688398e-07, "logits/chosen": -2.035219669342041, "logits/rejected": -1.9823194742202759, "logps/chosen": -302.2669677734375, "logps/rejected": -337.7466125488281, "loss": 0.1361, "rewards/accuracies": 0.96875, "rewards/chosen": -0.7065524458885193, "rewards/margins": 3.6438660621643066, "rewards/rejected": -4.350418567657471, "step": 830 }, { "epoch": 1.76, "grad_norm": 29.525737237536532, "learning_rate": 2.19029145890313e-07, "logits/chosen": -2.0496773719787598, "logits/rejected": -1.8104021549224854, "logps/chosen": -295.2398376464844, "logps/rejected": -348.8295593261719, "loss": 0.137, "rewards/accuracies": 0.956250011920929, "rewards/chosen": -1.180415391921997, "rewards/margins": 4.056873798370361, "rewards/rejected": -5.237288951873779, "step": 840 }, { "epoch": 1.78, "grad_norm": 29.418652242465264, "learning_rate": 2.1299746895807268e-07, "logits/chosen": -2.0320029258728027, "logits/rejected": -1.8159306049346924, "logps/chosen": -298.8084716796875, "logps/rejected": -351.4793395996094, "loss": 0.1426, "rewards/accuracies": 0.9750000238418579, "rewards/chosen": -0.8422020077705383, "rewards/margins": 3.6892521381378174, "rewards/rejected": -4.531454563140869, "step": 850 }, { "epoch": 1.8, "grad_norm": 28.75219392191004, "learning_rate": 2.0698773675835246e-07, "logits/chosen": -1.9433095455169678, "logits/rejected": -1.7687761783599854, "logps/chosen": -307.7235107421875, "logps/rejected": -342.0555114746094, "loss": 0.1486, "rewards/accuracies": 0.9375, "rewards/chosen": -1.4170432090759277, "rewards/margins": 3.423736095428467, "rewards/rejected": -4.8407793045043945, "step": 860 }, { "epoch": 1.82, "grad_norm": 36.42272712771708, "learning_rate": 2.0100351342479216e-07, "logits/chosen": -1.9862619638442993, "logits/rejected": -1.750312089920044, "logps/chosen": -312.4382019042969, "logps/rejected": -355.03045654296875, "loss": 0.1468, "rewards/accuracies": 0.981249988079071, "rewards/chosen": -1.4696812629699707, "rewards/margins": 3.662865400314331, "rewards/rejected": -5.132546901702881, "step": 870 }, { "epoch": 1.84, "grad_norm": 29.128706338046875, "learning_rate": 1.9504834796273545e-07, "logits/chosen": -2.0059654712677, "logits/rejected": -1.7494417428970337, "logps/chosen": -284.04669189453125, "logps/rejected": -307.86334228515625, "loss": 0.1514, "rewards/accuracies": 0.949999988079071, "rewards/chosen": -1.4539439678192139, "rewards/margins": 3.2319369316101074, "rewards/rejected": -4.6858811378479, "step": 880 }, { "epoch": 1.86, "grad_norm": 54.834861913718775, "learning_rate": 1.8912577214445558e-07, "logits/chosen": -2.125431537628174, "logits/rejected": -1.975856065750122, "logps/chosen": -302.9638671875, "logps/rejected": -345.03851318359375, "loss": 0.1219, "rewards/accuracies": 0.956250011920929, "rewards/chosen": -0.8938841819763184, "rewards/margins": 3.579861879348755, "rewards/rejected": -4.473746299743652, "step": 890 }, { "epoch": 1.88, "grad_norm": 36.4163607482829, "learning_rate": 1.8323929841460178e-07, "logits/chosen": -2.0952582359313965, "logits/rejected": -1.9091037511825562, "logps/chosen": -300.1233215332031, "logps/rejected": -345.5321960449219, "loss": 0.1422, "rewards/accuracies": 0.956250011920929, "rewards/chosen": -1.1558645963668823, "rewards/margins": 3.8015289306640625, "rewards/rejected": -4.957393169403076, "step": 900 }, { "epoch": 1.88, "eval_logits/chosen": -2.198045492172241, "eval_logits/rejected": -2.0630321502685547, "eval_logps/chosen": -296.03240966796875, "eval_logps/rejected": -335.6015625, "eval_loss": 0.5517675280570984, "eval_rewards/accuracies": 0.78515625, "eval_rewards/chosen": -1.67194664478302, "eval_rewards/margins": 1.9747719764709473, "eval_rewards/rejected": -3.6467185020446777, "eval_runtime": 96.8149, "eval_samples_per_second": 20.658, "eval_steps_per_second": 0.331, "step": 900 }, { "epoch": 1.9, "grad_norm": 32.93263141944983, "learning_rate": 1.7739241780710745e-07, "logits/chosen": -2.067739963531494, "logits/rejected": -1.879922866821289, "logps/chosen": -285.4407958984375, "logps/rejected": -354.6173400878906, "loss": 0.1572, "rewards/accuracies": 0.956250011920929, "rewards/chosen": -1.3456696271896362, "rewards/margins": 3.62982439994812, "rewards/rejected": -4.975494384765625, "step": 910 }, { "epoch": 1.92, "grad_norm": 30.163608722340616, "learning_rate": 1.7158859787479653e-07, "logits/chosen": -1.945054054260254, "logits/rejected": -1.7525079250335693, "logps/chosen": -271.43670654296875, "logps/rejected": -355.9076232910156, "loss": 0.1457, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": -1.121407151222229, "rewards/margins": 3.6710968017578125, "rewards/rejected": -4.79250431060791, "step": 920 }, { "epoch": 1.95, "grad_norm": 38.64417902485811, "learning_rate": 1.6583128063291573e-07, "logits/chosen": -2.06476092338562, "logits/rejected": -1.8927568197250366, "logps/chosen": -288.0918884277344, "logps/rejected": -331.8973388671875, "loss": 0.1544, "rewards/accuracies": 0.9125000238418579, "rewards/chosen": -1.375701904296875, "rewards/margins": 3.178281784057617, "rewards/rejected": -4.55398416519165, "step": 930 }, { "epoch": 1.97, "grad_norm": 33.76607136138911, "learning_rate": 1.6012388051781152e-07, "logits/chosen": -2.157871961593628, "logits/rejected": -1.855956792831421, "logps/chosen": -337.51568603515625, "logps/rejected": -342.9998779296875, "loss": 0.1424, "rewards/accuracies": 0.9750000238418579, "rewards/chosen": -1.327646255493164, "rewards/margins": 3.696226119995117, "rewards/rejected": -5.0238728523254395, "step": 940 }, { "epoch": 1.99, "grad_norm": 34.755846610400575, "learning_rate": 1.54469782361964e-07, "logits/chosen": -1.9773037433624268, "logits/rejected": -1.8121259212493896, "logps/chosen": -310.9110107421875, "logps/rejected": -364.62359619140625, "loss": 0.145, "rewards/accuracies": 0.949999988079071, "rewards/chosen": -1.399800181388855, "rewards/margins": 3.679616928100586, "rewards/rejected": -5.0794172286987305, "step": 950 }, { "epoch": 2.01, "grad_norm": 9.487017101643959, "learning_rate": 1.488723393865766e-07, "logits/chosen": -1.9744060039520264, "logits/rejected": -1.662217140197754, "logps/chosen": -328.89556884765625, "logps/rejected": -356.9366149902344, "loss": 0.0972, "rewards/accuracies": 0.949999988079071, "rewards/chosen": -1.0852992534637451, "rewards/margins": 4.1752800941467285, "rewards/rejected": -5.260579586029053, "step": 960 }, { "epoch": 2.03, "grad_norm": 6.928449852103405, "learning_rate": 1.4333487121291395e-07, "logits/chosen": -1.9290939569473267, "logits/rejected": -1.646998643875122, "logps/chosen": -290.2763977050781, "logps/rejected": -359.6099548339844, "loss": 0.0377, "rewards/accuracies": 0.981249988079071, "rewards/chosen": -0.9613211750984192, "rewards/margins": 4.470429420471191, "rewards/rejected": -5.431751251220703, "step": 970 }, { "epoch": 2.05, "grad_norm": 12.357238308252128, "learning_rate": 1.3786066189356627e-07, "logits/chosen": -1.840659499168396, "logits/rejected": -1.3801103830337524, "logps/chosen": -323.639892578125, "logps/rejected": -382.70281982421875, "loss": 0.0412, "rewards/accuracies": 1.0, "rewards/chosen": -1.1784292459487915, "rewards/margins": 4.754664897918701, "rewards/rejected": -5.933094501495361, "step": 980 }, { "epoch": 2.07, "grad_norm": 12.765885065958322, "learning_rate": 1.3245295796480788e-07, "logits/chosen": -1.6344573497772217, "logits/rejected": -1.3037782907485962, "logps/chosen": -280.02520751953125, "logps/rejected": -373.9437561035156, "loss": 0.0483, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -1.5978093147277832, "rewards/margins": 4.701867580413818, "rewards/rejected": -6.299676895141602, "step": 990 }, { "epoch": 2.09, "grad_norm": 10.639657237631194, "learning_rate": 1.2711496652120578e-07, "logits/chosen": -1.6058915853500366, "logits/rejected": -1.2118239402770996, "logps/chosen": -295.133056640625, "logps/rejected": -380.3929748535156, "loss": 0.044, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -1.539745807647705, "rewards/margins": 5.079216957092285, "rewards/rejected": -6.61896276473999, "step": 1000 }, { "epoch": 2.09, "eval_logits/chosen": -1.7406296730041504, "eval_logits/rejected": -1.4629344940185547, "eval_logps/chosen": -316.4520263671875, "eval_logps/rejected": -365.49591064453125, "eval_loss": 0.6058282852172852, "eval_rewards/accuracies": 0.7890625, "eval_rewards/chosen": -2.6929280757904053, "eval_rewards/margins": 2.4485080242156982, "eval_rewards/rejected": -5.1414361000061035, "eval_runtime": 96.8107, "eval_samples_per_second": 20.659, "eval_steps_per_second": 0.331, "step": 1000 }, { "epoch": 2.11, "grad_norm": 8.532531818207984, "learning_rate": 1.2184985331361878e-07, "logits/chosen": -1.5615358352661133, "logits/rejected": -1.3172276020050049, "logps/chosen": -293.0592041015625, "logps/rejected": -389.7725830078125, "loss": 0.0365, "rewards/accuracies": 0.981249988079071, "rewards/chosen": -1.6128288507461548, "rewards/margins": 4.956469535827637, "rewards/rejected": -6.56929874420166, "step": 1010 }, { "epoch": 2.13, "grad_norm": 8.404017113839789, "learning_rate": 1.1666074087171627e-07, "logits/chosen": -1.585607886314392, "logits/rejected": -1.2554726600646973, "logps/chosen": -287.69989013671875, "logps/rejected": -414.93267822265625, "loss": 0.0337, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -1.7983949184417725, "rewards/margins": 5.210457801818848, "rewards/rejected": -7.008852481842041, "step": 1020 }, { "epoch": 2.15, "grad_norm": 10.846070292764287, "learning_rate": 1.115507066521304e-07, "logits/chosen": -1.5471771955490112, "logits/rejected": -1.1083250045776367, "logps/chosen": -304.71533203125, "logps/rejected": -398.4665222167969, "loss": 0.0418, "rewards/accuracies": 0.981249988079071, "rewards/chosen": -1.608544111251831, "rewards/margins": 5.360156536102295, "rewards/rejected": -6.968701362609863, "step": 1030 }, { "epoch": 2.18, "grad_norm": 11.175167320601789, "learning_rate": 1.065227812133381e-07, "logits/chosen": -1.481093168258667, "logits/rejected": -0.8541752696037292, "logps/chosen": -340.7627868652344, "logps/rejected": -378.1071472167969, "loss": 0.0369, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.031552791595459, "rewards/margins": 5.121342658996582, "rewards/rejected": -7.152895927429199, "step": 1040 }, { "epoch": 2.2, "grad_norm": 9.191567382424724, "learning_rate": 1.0157994641835734e-07, "logits/chosen": -1.3451311588287354, "logits/rejected": -0.851954460144043, "logps/chosen": -312.46246337890625, "logps/rejected": -443.61480712890625, "loss": 0.0366, "rewards/accuracies": 1.0, "rewards/chosen": -2.4045233726501465, "rewards/margins": 5.692896842956543, "rewards/rejected": -8.097419738769531, "step": 1050 }, { "epoch": 2.22, "grad_norm": 10.368281313443552, "learning_rate": 9.672513366632259e-08, "logits/chosen": -1.4387218952178955, "logits/rejected": -0.9104587435722351, "logps/chosen": -313.5397644042969, "logps/rejected": -392.3639221191406, "loss": 0.0335, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.1655592918395996, "rewards/margins": 5.339682579040527, "rewards/rejected": -7.505242347717285, "step": 1060 }, { "epoch": 2.24, "grad_norm": 9.399192097048465, "learning_rate": 9.196122215398824e-08, "logits/chosen": -1.5347858667373657, "logits/rejected": -1.1239128112792969, "logps/chosen": -345.493408203125, "logps/rejected": -442.33880615234375, "loss": 0.0335, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.0253329277038574, "rewards/margins": 5.696555137634277, "rewards/rejected": -7.721887111663818, "step": 1070 }, { "epoch": 2.26, "grad_norm": 13.854211150002678, "learning_rate": 8.729103716819111e-08, "logits/chosen": -1.4636061191558838, "logits/rejected": -0.9430959820747375, "logps/chosen": -348.165771484375, "logps/rejected": -437.73150634765625, "loss": 0.0324, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -1.851531982421875, "rewards/margins": 5.859683990478516, "rewards/rejected": -7.711215972900391, "step": 1080 }, { "epoch": 2.28, "grad_norm": 13.012519621486515, "learning_rate": 8.271734841028552e-08, "logits/chosen": -1.4426562786102295, "logits/rejected": -0.9428352117538452, "logps/chosen": -357.9177551269531, "logps/rejected": -440.7193298339844, "loss": 0.0276, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.550102710723877, "rewards/margins": 5.568441390991211, "rewards/rejected": -8.11854362487793, "step": 1090 }, { "epoch": 2.3, "grad_norm": 7.343017253233073, "learning_rate": 7.824286835354262e-08, "logits/chosen": -1.2438175678253174, "logits/rejected": -0.7905367612838745, "logps/chosen": -294.59564208984375, "logps/rejected": -394.0030517578125, "loss": 0.0307, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -1.902488350868225, "rewards/margins": 5.68535041809082, "rewards/rejected": -7.587839603424072, "step": 1100 }, { "epoch": 2.3, "eval_logits/chosen": -1.330996036529541, "eval_logits/rejected": -0.9162449240684509, "eval_logps/chosen": -337.038330078125, "eval_logps/rejected": -397.1616516113281, "eval_loss": 0.6699962019920349, "eval_rewards/accuracies": 0.76953125, "eval_rewards/chosen": -3.722243070602417, "eval_rewards/margins": 3.002480983734131, "eval_rewards/rejected": -6.724723815917969, "eval_runtime": 96.8573, "eval_samples_per_second": 20.649, "eval_steps_per_second": 0.33, "step": 1100 }, { "epoch": 2.32, "grad_norm": 22.14619972377515, "learning_rate": 7.387025063449081e-08, "logits/chosen": -1.2601680755615234, "logits/rejected": -0.4739012122154236, "logps/chosen": -334.8611755371094, "logps/rejected": -403.3932800292969, "loss": 0.0294, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.9858272075653076, "rewards/margins": 5.638393878936768, "rewards/rejected": -8.624221801757812, "step": 1110 }, { "epoch": 2.34, "grad_norm": 22.797319211696394, "learning_rate": 6.960208847914884e-08, "logits/chosen": -1.1370799541473389, "logits/rejected": -0.7852309942245483, "logps/chosen": -302.19561767578125, "logps/rejected": -427.47283935546875, "loss": 0.0337, "rewards/accuracies": 0.9750000238418579, "rewards/chosen": -2.330061912536621, "rewards/margins": 6.187905311584473, "rewards/rejected": -8.517967224121094, "step": 1120 }, { "epoch": 2.36, "grad_norm": 12.447087206832133, "learning_rate": 6.544091316508646e-08, "logits/chosen": -1.1922690868377686, "logits/rejected": -0.7016154527664185, "logps/chosen": -337.29254150390625, "logps/rejected": -419.9600524902344, "loss": 0.0309, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.260216474533081, "rewards/margins": 6.044236660003662, "rewards/rejected": -8.30445384979248, "step": 1130 }, { "epoch": 2.38, "grad_norm": 6.670071848884272, "learning_rate": 6.138919252022435e-08, "logits/chosen": -1.2661590576171875, "logits/rejected": -0.726656973361969, "logps/chosen": -337.79095458984375, "logps/rejected": -444.1019592285156, "loss": 0.0321, "rewards/accuracies": 1.0, "rewards/chosen": -2.347249746322632, "rewards/margins": 5.921750068664551, "rewards/rejected": -8.268999099731445, "step": 1140 }, { "epoch": 2.41, "grad_norm": 20.202187916611614, "learning_rate": 5.7449329459262895e-08, "logits/chosen": -1.3327900171279907, "logits/rejected": -0.7205911874771118, "logps/chosen": -327.96160888671875, "logps/rejected": -431.84246826171875, "loss": 0.0315, "rewards/accuracies": 0.981249988079071, "rewards/chosen": -2.5763912200927734, "rewards/margins": 6.172744274139404, "rewards/rejected": -8.749135971069336, "step": 1150 }, { "epoch": 2.43, "grad_norm": 12.705067042675866, "learning_rate": 5.362366055860934e-08, "logits/chosen": -1.3245675563812256, "logits/rejected": -0.8294090032577515, "logps/chosen": -339.1673278808594, "logps/rejected": -427.9764709472656, "loss": 0.0264, "rewards/accuracies": 1.0, "rewards/chosen": -2.199721336364746, "rewards/margins": 5.974953651428223, "rewards/rejected": -8.174674034118652, "step": 1160 }, { "epoch": 2.45, "grad_norm": 10.500886681852085, "learning_rate": 4.991445467064689e-08, "logits/chosen": -1.205335259437561, "logits/rejected": -0.8114490509033203, "logps/chosen": -309.63421630859375, "logps/rejected": -438.3241271972656, "loss": 0.0317, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.618736982345581, "rewards/margins": 6.0979084968566895, "rewards/rejected": -8.716645240783691, "step": 1170 }, { "epoch": 2.47, "grad_norm": 12.519852374223428, "learning_rate": 4.6323911578168146e-08, "logits/chosen": -1.1557085514068604, "logits/rejected": -0.6752947568893433, "logps/chosen": -306.9227294921875, "logps/rejected": -395.4352722167969, "loss": 0.0323, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.859976053237915, "rewards/margins": 5.740398406982422, "rewards/rejected": -8.600374221801758, "step": 1180 }, { "epoch": 2.49, "grad_norm": 14.10405859024082, "learning_rate": 4.285416068977166e-08, "logits/chosen": -1.2870628833770752, "logits/rejected": -0.8281751871109009, "logps/chosen": -295.5076904296875, "logps/rejected": -401.1368713378906, "loss": 0.0387, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.580979585647583, "rewards/margins": 6.097764015197754, "rewards/rejected": -8.678743362426758, "step": 1190 }, { "epoch": 2.51, "grad_norm": 10.124969755651362, "learning_rate": 3.9507259776993954e-08, "logits/chosen": -1.2816931009292603, "logits/rejected": -0.8490222096443176, "logps/chosen": -333.55950927734375, "logps/rejected": -454.38433837890625, "loss": 0.0317, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.4796204566955566, "rewards/margins": 6.314810752868652, "rewards/rejected": -8.794431686401367, "step": 1200 }, { "epoch": 2.51, "eval_logits/chosen": -1.2927337884902954, "eval_logits/rejected": -0.9226770401000977, "eval_logps/chosen": -341.82611083984375, "eval_logps/rejected": -401.94482421875, "eval_loss": 0.6710954308509827, "eval_rewards/accuracies": 0.77734375, "eval_rewards/chosen": -3.9616329669952393, "eval_rewards/margins": 3.002251148223877, "eval_rewards/rejected": -6.963884353637695, "eval_runtime": 96.6177, "eval_samples_per_second": 20.7, "eval_steps_per_second": 0.331, "step": 1200 }, { "epoch": 2.53, "grad_norm": 9.343788604433174, "learning_rate": 3.6285193753926995e-08, "logits/chosen": -1.2478582859039307, "logits/rejected": -0.6749597787857056, "logps/chosen": -335.22381591796875, "logps/rejected": -448.06427001953125, "loss": 0.0372, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -3.044740915298462, "rewards/margins": 5.88831090927124, "rewards/rejected": -8.933051109313965, "step": 1210 }, { "epoch": 2.55, "grad_norm": 15.370939596872683, "learning_rate": 3.3189873500044376e-08, "logits/chosen": -1.2345765829086304, "logits/rejected": -0.7880679368972778, "logps/chosen": -316.099853515625, "logps/rejected": -424.1470642089844, "loss": 0.0304, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.545562267303467, "rewards/margins": 6.050265312194824, "rewards/rejected": -8.595827102661133, "step": 1220 }, { "epoch": 2.57, "grad_norm": 9.256523996293426, "learning_rate": 3.022313472693447e-08, "logits/chosen": -1.2926331758499146, "logits/rejected": -0.7623311877250671, "logps/chosen": -323.86981201171875, "logps/rejected": -432.7613220214844, "loss": 0.0326, "rewards/accuracies": 0.9750000238418579, "rewards/chosen": -3.008089065551758, "rewards/margins": 5.656081676483154, "rewards/rejected": -8.66417121887207, "step": 1230 }, { "epoch": 2.59, "grad_norm": 13.108228798737402, "learning_rate": 2.738673688961296e-08, "logits/chosen": -1.4012349843978882, "logits/rejected": -0.9218941926956177, "logps/chosen": -351.8048400878906, "logps/rejected": -434.9781799316406, "loss": 0.0339, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.5394856929779053, "rewards/margins": 5.643149375915527, "rewards/rejected": -8.182635307312012, "step": 1240 }, { "epoch": 2.62, "grad_norm": 7.525159999057864, "learning_rate": 2.4682362143059797e-08, "logits/chosen": -1.2464749813079834, "logits/rejected": -0.6382617354393005, "logps/chosen": -326.1867370605469, "logps/rejected": -427.4964294433594, "loss": 0.0245, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.6778645515441895, "rewards/margins": 6.1839213371276855, "rewards/rejected": -8.861784934997559, "step": 1250 }, { "epoch": 2.64, "grad_norm": 20.76488422355617, "learning_rate": 2.2111614344599684e-08, "logits/chosen": -1.1929394006729126, "logits/rejected": -0.6367761492729187, "logps/chosen": -346.1959533691406, "logps/rejected": -437.5431213378906, "loss": 0.0344, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.5477092266082764, "rewards/margins": 5.813665390014648, "rewards/rejected": -8.361373901367188, "step": 1260 }, { "epoch": 2.66, "grad_norm": 8.669045699213816, "learning_rate": 1.9676018102718213e-08, "logits/chosen": -1.247870922088623, "logits/rejected": -0.6409175395965576, "logps/chosen": -365.83392333984375, "logps/rejected": -399.61962890625, "loss": 0.0338, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.6575913429260254, "rewards/margins": 5.685526371002197, "rewards/rejected": -8.343117713928223, "step": 1270 }, { "epoch": 2.68, "grad_norm": 22.62219866138702, "learning_rate": 1.7377017872876987e-08, "logits/chosen": -1.208968162536621, "logits/rejected": -0.6456762552261353, "logps/chosen": -317.1292419433594, "logps/rejected": -430.59613037109375, "loss": 0.0336, "rewards/accuracies": 1.0, "rewards/chosen": -2.8459768295288086, "rewards/margins": 5.9941020011901855, "rewards/rejected": -8.840079307556152, "step": 1280 }, { "epoch": 2.7, "grad_norm": 20.33027332534465, "learning_rate": 1.521597710086439e-08, "logits/chosen": -1.1466628313064575, "logits/rejected": -0.7244657278060913, "logps/chosen": -356.29986572265625, "logps/rejected": -458.36279296875, "loss": 0.0348, "rewards/accuracies": 0.9750000238418579, "rewards/chosen": -2.7150323390960693, "rewards/margins": 6.071440696716309, "rewards/rejected": -8.786473274230957, "step": 1290 }, { "epoch": 2.72, "grad_norm": 11.138423191199344, "learning_rate": 1.3194177414189905e-08, "logits/chosen": -1.0380289554595947, "logits/rejected": -0.5761706233024597, "logps/chosen": -299.1542663574219, "logps/rejected": -413.3262634277344, "loss": 0.0264, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.816028118133545, "rewards/margins": 5.865799903869629, "rewards/rejected": -8.681828498840332, "step": 1300 }, { "epoch": 2.72, "eval_logits/chosen": -1.2189825773239136, "eval_logits/rejected": -0.8369507789611816, "eval_logps/chosen": -347.2215576171875, "eval_logps/rejected": -407.835205078125, "eval_loss": 0.6777693033218384, "eval_rewards/accuracies": 0.77734375, "eval_rewards/chosen": -4.231404781341553, "eval_rewards/margins": 3.0269954204559326, "eval_rewards/rejected": -7.258399486541748, "eval_runtime": 96.5907, "eval_samples_per_second": 20.706, "eval_steps_per_second": 0.331, "step": 1300 }, { "epoch": 2.74, "grad_norm": 18.646420478229594, "learning_rate": 1.1312817862001945e-08, "logits/chosen": -1.174865961074829, "logits/rejected": -0.5988924503326416, "logps/chosen": -335.7987060546875, "logps/rejected": -438.8302307128906, "loss": 0.0323, "rewards/accuracies": 1.0, "rewards/chosen": -3.0069799423217773, "rewards/margins": 6.027297496795654, "rewards/rejected": -9.034276962280273, "step": 1310 }, { "epoch": 2.76, "grad_norm": 9.37653587990746, "learning_rate": 9.57301420397924e-09, "logits/chosen": -1.2077335119247437, "logits/rejected": -0.6788758039474487, "logps/chosen": -344.1173400878906, "logps/rejected": -449.73822021484375, "loss": 0.0296, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.7568278312683105, "rewards/margins": 6.043575763702393, "rewards/rejected": -8.800403594970703, "step": 1320 }, { "epoch": 2.78, "grad_norm": 19.319012047791922, "learning_rate": 7.975798248618076e-09, "logits/chosen": -1.2139251232147217, "logits/rejected": -0.5430259108543396, "logps/chosen": -304.11981201171875, "logps/rejected": -399.5338134765625, "loss": 0.0403, "rewards/accuracies": 0.981249988079071, "rewards/chosen": -2.8824665546417236, "rewards/margins": 5.712244510650635, "rewards/rejected": -8.594710350036621, "step": 1330 }, { "epoch": 2.8, "grad_norm": 15.988430571781114, "learning_rate": 6.522117241307606e-09, "logits/chosen": -1.257893681526184, "logits/rejected": -0.7202562093734741, "logps/chosen": -358.0582275390625, "logps/rejected": -453.0985412597656, "loss": 0.0249, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.752913475036621, "rewards/margins": 5.904249668121338, "rewards/rejected": -8.6571626663208, "step": 1340 }, { "epoch": 2.82, "grad_norm": 18.522259659368, "learning_rate": 5.212833302556258e-09, "logits/chosen": -1.0940848588943481, "logits/rejected": -0.642852783203125, "logps/chosen": -330.330810546875, "logps/rejected": -439.7862243652344, "loss": 0.0316, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -3.221640110015869, "rewards/margins": 5.774725914001465, "rewards/rejected": -8.996365547180176, "step": 1350 }, { "epoch": 2.85, "grad_norm": 14.304064916507468, "learning_rate": 4.048722916702302e-09, "logits/chosen": -1.2064802646636963, "logits/rejected": -0.7113040685653687, "logps/chosen": -350.12359619140625, "logps/rejected": -433.10784912109375, "loss": 0.0292, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -3.004544734954834, "rewards/margins": 5.731839179992676, "rewards/rejected": -8.736384391784668, "step": 1360 }, { "epoch": 2.87, "grad_norm": 9.460405793660744, "learning_rate": 3.030476471411664e-09, "logits/chosen": -1.2229253053665161, "logits/rejected": -0.5610889196395874, "logps/chosen": -358.481689453125, "logps/rejected": -432.617919921875, "loss": 0.0255, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -3.1794846057891846, "rewards/margins": 6.04774284362793, "rewards/rejected": -9.227226257324219, "step": 1370 }, { "epoch": 2.89, "grad_norm": 12.222248359736108, "learning_rate": 2.158697848236607e-09, "logits/chosen": -1.3239306211471558, "logits/rejected": -0.696345865726471, "logps/chosen": -345.43890380859375, "logps/rejected": -420.57415771484375, "loss": 0.0324, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.8451218605041504, "rewards/margins": 5.87528657913208, "rewards/rejected": -8.72040843963623, "step": 1380 }, { "epoch": 2.91, "grad_norm": 12.712161033692837, "learning_rate": 1.4339040644774092e-09, "logits/chosen": -1.1367696523666382, "logits/rejected": -0.6753785014152527, "logps/chosen": -300.333984375, "logps/rejected": -410.33966064453125, "loss": 0.0346, "rewards/accuracies": 0.9750000238418579, "rewards/chosen": -2.8657116889953613, "rewards/margins": 5.644627571105957, "rewards/rejected": -8.510337829589844, "step": 1390 }, { "epoch": 2.93, "grad_norm": 7.479511958985555, "learning_rate": 8.56524966559885e-10, "logits/chosen": -1.297228455543518, "logits/rejected": -0.9393932223320007, "logps/chosen": -337.4761962890625, "logps/rejected": -469.80499267578125, "loss": 0.0343, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.661848306655884, "rewards/margins": 5.969611644744873, "rewards/rejected": -8.631460189819336, "step": 1400 }, { "epoch": 2.93, "eval_logits/chosen": -1.2134709358215332, "eval_logits/rejected": -0.8310315608978271, "eval_logps/chosen": -347.1476135253906, "eval_logps/rejected": -408.3960876464844, "eval_loss": 0.6824045181274414, "eval_rewards/accuracies": 0.77734375, "eval_rewards/chosen": -4.227706432342529, "eval_rewards/margins": 3.058739423751831, "eval_rewards/rejected": -7.286445617675781, "eval_runtime": 96.8438, "eval_samples_per_second": 20.652, "eval_steps_per_second": 0.33, "step": 1400 }, { "epoch": 2.95, "grad_norm": 25.645964088265643, "learning_rate": 4.269029751107489e-10, "logits/chosen": -1.169325590133667, "logits/rejected": -0.646837055683136, "logps/chosen": -327.53558349609375, "logps/rejected": -438.29022216796875, "loss": 0.0315, "rewards/accuracies": 0.981249988079071, "rewards/chosen": -2.6820549964904785, "rewards/margins": 6.348910331726074, "rewards/rejected": -9.030964851379395, "step": 1410 }, { "epoch": 2.97, "grad_norm": 10.010864148743238, "learning_rate": 1.4529288188125377e-10, "logits/chosen": -1.1855485439300537, "logits/rejected": -0.6920149326324463, "logps/chosen": -337.4898376464844, "logps/rejected": -440.05987548828125, "loss": 0.0257, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.923854351043701, "rewards/margins": 6.196907997131348, "rewards/rejected": -9.120763778686523, "step": 1420 }, { "epoch": 2.99, "grad_norm": 37.578079095213596, "learning_rate": 1.1861698640563966e-11, "logits/chosen": -1.1965336799621582, "logits/rejected": -0.6326996684074402, "logps/chosen": -348.0246276855469, "logps/rejected": -445.17431640625, "loss": 0.0318, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.8414111137390137, "rewards/margins": 6.086348533630371, "rewards/rejected": -8.927759170532227, "step": 1430 }, { "epoch": 3.0, "step": 1434, "total_flos": 0.0, "train_loss": 0.007373018379906397, "train_runtime": 5373.2533, "train_samples_per_second": 34.132, "train_steps_per_second": 0.267 } ], "logging_steps": 10, "max_steps": 1434, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 100, "total_flos": 0.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }