{ "best_metric": null, "best_model_checkpoint": null, "epoch": 2.983957219251337, "eval_steps": 50, "global_step": 279, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.053475935828877004, "grad_norm": 57.38362641680358, "learning_rate": 5e-07, "logits/chosen": -2.734001874923706, "logits/rejected": -2.714400053024292, "logps/chosen": -259.45416259765625, "logps/rejected": -213.60086059570312, "loss": 0.69, "rewards/accuracies": 0.3687500059604645, "rewards/chosen": 0.022585459053516388, "rewards/margins": 0.012519368901848793, "rewards/rejected": 0.010066090151667595, "step": 5 }, { "epoch": 0.10695187165775401, "grad_norm": 47.481455328039516, "learning_rate": 1e-06, "logits/chosen": -2.6481270790100098, "logits/rejected": -2.652583599090576, "logps/chosen": -257.953369140625, "logps/rejected": -188.35134887695312, "loss": 0.6387, "rewards/accuracies": 0.6875, "rewards/chosen": 0.550362229347229, "rewards/margins": 0.1817861795425415, "rewards/rejected": 0.3685761094093323, "step": 10 }, { "epoch": 0.16042780748663102, "grad_norm": 57.27168970604102, "learning_rate": 9.991477798614637e-07, "logits/chosen": -2.517893075942993, "logits/rejected": -2.512808322906494, "logps/chosen": -238.94729614257812, "logps/rejected": -195.82278442382812, "loss": 0.6343, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": 1.433282732963562, "rewards/margins": 0.7576474547386169, "rewards/rejected": 0.6756354570388794, "step": 15 }, { "epoch": 0.21390374331550802, "grad_norm": 49.36931799258527, "learning_rate": 9.965940245625131e-07, "logits/chosen": -2.3814330101013184, "logits/rejected": -2.3650126457214355, "logps/chosen": -240.35299682617188, "logps/rejected": -224.2460174560547, "loss": 0.6444, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": 1.3586658239364624, "rewards/margins": 0.8488560914993286, "rewards/rejected": 0.5098099112510681, "step": 20 }, { "epoch": 0.26737967914438504, "grad_norm": 38.23771695176387, "learning_rate": 9.923474395499264e-07, "logits/chosen": -2.3290395736694336, "logits/rejected": -2.300835371017456, "logps/chosen": -240.2759246826172, "logps/rejected": -190.5952911376953, "loss": 0.5839, "rewards/accuracies": 0.8062499761581421, "rewards/chosen": 1.567830204963684, "rewards/margins": 1.0694384574890137, "rewards/rejected": 0.4983917772769928, "step": 25 }, { "epoch": 0.32085561497326204, "grad_norm": 38.55306482248171, "learning_rate": 9.86422500924775e-07, "logits/chosen": -2.385282039642334, "logits/rejected": -2.380516767501831, "logps/chosen": -237.0162353515625, "logps/rejected": -203.95974731445312, "loss": 0.5888, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": 1.3996493816375732, "rewards/margins": 0.9638010263442993, "rewards/rejected": 0.43584829568862915, "step": 30 }, { "epoch": 0.37433155080213903, "grad_norm": 40.05177774617033, "learning_rate": 9.788394060951227e-07, "logits/chosen": -2.4351038932800293, "logits/rejected": -2.440431833267212, "logps/chosen": -247.30227661132812, "logps/rejected": -201.399658203125, "loss": 0.6124, "rewards/accuracies": 0.706250011920929, "rewards/chosen": 1.2308628559112549, "rewards/margins": 1.0766284465789795, "rewards/rejected": 0.15423443913459778, "step": 35 }, { "epoch": 0.42780748663101603, "grad_norm": 38.64888093844348, "learning_rate": 9.696240049254742e-07, "logits/chosen": -2.4633519649505615, "logits/rejected": -2.466259241104126, "logps/chosen": -249.7180938720703, "logps/rejected": -194.3883056640625, "loss": 0.5959, "rewards/accuracies": 0.762499988079071, "rewards/chosen": 1.1658284664154053, "rewards/margins": 1.0980390310287476, "rewards/rejected": 0.06778934597969055, "step": 40 }, { "epoch": 0.48128342245989303, "grad_norm": 41.079430965451316, "learning_rate": 9.588077116176756e-07, "logits/chosen": -2.4081149101257324, "logits/rejected": -2.406311273574829, "logps/chosen": -238.9816436767578, "logps/rejected": -201.0675048828125, "loss": 0.6076, "rewards/accuracies": 0.7749999761581421, "rewards/chosen": 1.1393609046936035, "rewards/margins": 1.4659656286239624, "rewards/rejected": -0.32660484313964844, "step": 45 }, { "epoch": 0.5347593582887701, "grad_norm": 46.70159372711324, "learning_rate": 9.464273976236516e-07, "logits/chosen": -2.4118716716766357, "logits/rejected": -2.408468246459961, "logps/chosen": -219.6370849609375, "logps/rejected": -186.2394561767578, "loss": 0.5857, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": 0.8120909929275513, "rewards/margins": 0.906074047088623, "rewards/rejected": -0.09398309141397476, "step": 50 }, { "epoch": 0.5347593582887701, "eval_logits/chosen": -2.4070043563842773, "eval_logits/rejected": -2.395042896270752, "eval_logps/chosen": -246.7726287841797, "eval_logps/rejected": -220.63446044921875, "eval_loss": 0.5587548613548279, "eval_rewards/accuracies": 0.7202380895614624, "eval_rewards/chosen": 0.8626245856285095, "eval_rewards/margins": 1.329900860786438, "eval_rewards/rejected": -0.46727630496025085, "eval_runtime": 180.0372, "eval_samples_per_second": 14.775, "eval_steps_per_second": 0.233, "step": 50 }, { "epoch": 0.5882352941176471, "grad_norm": 38.079371712676014, "learning_rate": 9.325252659550308e-07, "logits/chosen": -2.387826919555664, "logits/rejected": -2.3770289421081543, "logps/chosen": -226.2966766357422, "logps/rejected": -208.65219116210938, "loss": 0.5977, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": 0.6860524415969849, "rewards/margins": 0.8900126218795776, "rewards/rejected": -0.2039601057767868, "step": 55 }, { "epoch": 0.6417112299465241, "grad_norm": 37.176849832612625, "learning_rate": 9.171487073181197e-07, "logits/chosen": -2.309826374053955, "logits/rejected": -2.319997549057007, "logps/chosen": -230.22189331054688, "logps/rejected": -206.3903350830078, "loss": 0.5777, "rewards/accuracies": 0.7875000238418579, "rewards/chosen": 0.7191376686096191, "rewards/margins": 1.5079154968261719, "rewards/rejected": -0.7887779474258423, "step": 60 }, { "epoch": 0.6951871657754011, "grad_norm": 36.39927326888579, "learning_rate": 9.003501385646448e-07, "logits/chosen": -2.2107081413269043, "logits/rejected": -2.21248722076416, "logps/chosen": -238.040771484375, "logps/rejected": -207.3212127685547, "loss": 0.5854, "rewards/accuracies": 0.737500011920929, "rewards/chosen": 0.5230123996734619, "rewards/margins": 1.2387675046920776, "rewards/rejected": -0.715755045413971, "step": 65 }, { "epoch": 0.7486631016042781, "grad_norm": 34.98626076335809, "learning_rate": 8.821868240089676e-07, "logits/chosen": -2.1564557552337646, "logits/rejected": -2.1244616508483887, "logps/chosen": -232.23452758789062, "logps/rejected": -215.52719116210938, "loss": 0.5572, "rewards/accuracies": 0.8187500238418579, "rewards/chosen": 1.0822027921676636, "rewards/margins": 1.5664498805999756, "rewards/rejected": -0.48424673080444336, "step": 70 }, { "epoch": 0.8021390374331551, "grad_norm": 33.602724500864966, "learning_rate": 8.62720680220876e-07, "logits/chosen": -2.2200913429260254, "logits/rejected": -2.161189079284668, "logps/chosen": -232.7351837158203, "logps/rejected": -218.43045043945312, "loss": 0.5712, "rewards/accuracies": 0.737500011920929, "rewards/chosen": 0.5824815630912781, "rewards/margins": 1.2068629264831543, "rewards/rejected": -0.6243813037872314, "step": 75 }, { "epoch": 0.8556149732620321, "grad_norm": 32.25811213479902, "learning_rate": 8.420180649593929e-07, "logits/chosen": -2.223334789276123, "logits/rejected": -2.206092119216919, "logps/chosen": -237.7117156982422, "logps/rejected": -213.7598114013672, "loss": 0.5111, "rewards/accuracies": 0.8062499761581421, "rewards/chosen": 0.454035222530365, "rewards/margins": 1.7620937824249268, "rewards/rejected": -1.3080583810806274, "step": 80 }, { "epoch": 0.9090909090909091, "grad_norm": 28.217025801566006, "learning_rate": 8.201495509671036e-07, "logits/chosen": -2.205242872238159, "logits/rejected": -2.2124757766723633, "logps/chosen": -250.62673950195312, "logps/rejected": -233.39517211914062, "loss": 0.5286, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": 0.5412265658378601, "rewards/margins": 1.507828712463379, "rewards/rejected": -0.9666021466255188, "step": 85 }, { "epoch": 0.9625668449197861, "grad_norm": 33.081462718842836, "learning_rate": 7.971896853961042e-07, "logits/chosen": -2.286748170852661, "logits/rejected": -2.2566237449645996, "logps/chosen": -235.38076782226562, "logps/rejected": -223.08413696289062, "loss": 0.5372, "rewards/accuracies": 0.800000011920929, "rewards/chosen": 1.0189321041107178, "rewards/margins": 1.5707125663757324, "rewards/rejected": -0.5517805814743042, "step": 90 }, { "epoch": 1.0160427807486632, "grad_norm": 19.031150325303443, "learning_rate": 7.732167356856654e-07, "logits/chosen": -2.383920192718506, "logits/rejected": -2.3609161376953125, "logps/chosen": -249.6156768798828, "logps/rejected": -201.63851928710938, "loss": 0.3778, "rewards/accuracies": 0.90625, "rewards/chosen": 1.3106629848480225, "rewards/margins": 2.160562038421631, "rewards/rejected": -0.8498989939689636, "step": 95 }, { "epoch": 1.0695187165775402, "grad_norm": 21.9932361270153, "learning_rate": 7.48312422757881e-07, "logits/chosen": -2.432481050491333, "logits/rejected": -2.416440010070801, "logps/chosen": -221.5184326171875, "logps/rejected": -238.3723602294922, "loss": 0.2515, "rewards/accuracies": 0.956250011920929, "rewards/chosen": 1.44422447681427, "rewards/margins": 3.0625545978546143, "rewards/rejected": -1.6183300018310547, "step": 100 }, { "epoch": 1.0695187165775402, "eval_logits/chosen": -2.3926949501037598, "eval_logits/rejected": -2.3801937103271484, "eval_logps/chosen": -243.76559448242188, "eval_logps/rejected": -223.52978515625, "eval_loss": 0.50016188621521, "eval_rewards/accuracies": 0.7827380895614624, "eval_rewards/chosen": 1.1633288860321045, "eval_rewards/margins": 1.9201369285583496, "eval_rewards/rejected": -0.7568081617355347, "eval_runtime": 179.117, "eval_samples_per_second": 14.851, "eval_steps_per_second": 0.234, "step": 100 }, { "epoch": 1.1229946524064172, "grad_norm": 16.051097270946578, "learning_rate": 7.225616424408044e-07, "logits/chosen": -2.378419876098633, "logits/rejected": -2.397940158843994, "logps/chosen": -237.4298858642578, "logps/rejected": -201.9007110595703, "loss": 0.2112, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 1.7581756114959717, "rewards/margins": 2.863471508026123, "rewards/rejected": -1.1052957773208618, "step": 105 }, { "epoch": 1.1764705882352942, "grad_norm": 26.077993971821677, "learning_rate": 6.96052176068713e-07, "logits/chosen": -2.31712007522583, "logits/rejected": -2.3032708168029785, "logps/chosen": -250.89144897460938, "logps/rejected": -237.0896759033203, "loss": 0.2471, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": 2.404763698577881, "rewards/margins": 3.7296714782714844, "rewards/rejected": -1.324907898902893, "step": 110 }, { "epoch": 1.2299465240641712, "grad_norm": 22.630798527994564, "learning_rate": 6.688743912460229e-07, "logits/chosen": -2.259591579437256, "logits/rejected": -2.223191022872925, "logps/chosen": -237.0186309814453, "logps/rejected": -205.0946502685547, "loss": 0.296, "rewards/accuracies": 0.893750011920929, "rewards/chosen": 1.7101577520370483, "rewards/margins": 3.211549758911133, "rewards/rejected": -1.5013922452926636, "step": 115 }, { "epoch": 1.2834224598930482, "grad_norm": 23.017342274496936, "learning_rate": 6.411209337949213e-07, "logits/chosen": -2.303983688354492, "logits/rejected": -2.2950103282928467, "logps/chosen": -216.56710815429688, "logps/rejected": -241.30038452148438, "loss": 0.269, "rewards/accuracies": 0.918749988079071, "rewards/chosen": 1.7581017017364502, "rewards/margins": 3.2936463356018066, "rewards/rejected": -1.5355446338653564, "step": 120 }, { "epoch": 1.3368983957219251, "grad_norm": 20.732901772334376, "learning_rate": 6.128864119368233e-07, "logits/chosen": -2.3555662631988525, "logits/rejected": -2.3257126808166504, "logps/chosen": -238.39718627929688, "logps/rejected": -211.1797332763672, "loss": 0.2479, "rewards/accuracies": 0.887499988079071, "rewards/chosen": 1.7987607717514038, "rewards/margins": 3.354307174682617, "rewards/rejected": -1.555546522140503, "step": 125 }, { "epoch": 1.3903743315508021, "grad_norm": 24.618263339060046, "learning_rate": 5.842670737842467e-07, "logits/chosen": -2.3552603721618652, "logits/rejected": -2.335536479949951, "logps/chosen": -234.12429809570312, "logps/rejected": -210.45089721679688, "loss": 0.2562, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 1.5379806756973267, "rewards/margins": 3.431626796722412, "rewards/rejected": -1.893646478652954, "step": 130 }, { "epoch": 1.4438502673796791, "grad_norm": 19.84135287004455, "learning_rate": 5.553604792424922e-07, "logits/chosen": -2.387741804122925, "logits/rejected": -2.3648810386657715, "logps/chosen": -244.1914825439453, "logps/rejected": -243.6887664794922, "loss": 0.285, "rewards/accuracies": 0.90625, "rewards/chosen": 1.6935621500015259, "rewards/margins": 3.424959182739258, "rewards/rejected": -1.7313973903656006, "step": 135 }, { "epoch": 1.4973262032085561, "grad_norm": 24.865530479013078, "learning_rate": 5.262651674395798e-07, "logits/chosen": -2.4149279594421387, "logits/rejected": -2.4083454608917236, "logps/chosen": -240.76852416992188, "logps/rejected": -203.88772583007812, "loss": 0.2848, "rewards/accuracies": 0.9375, "rewards/chosen": 1.5183442831039429, "rewards/margins": 3.529254198074341, "rewards/rejected": -2.0109100341796875, "step": 140 }, { "epoch": 1.5508021390374331, "grad_norm": 22.21336633780826, "learning_rate": 4.970803208181314e-07, "logits/chosen": -2.448906898498535, "logits/rejected": -2.449152946472168, "logps/chosen": -243.2611083984375, "logps/rejected": -222.88009643554688, "loss": 0.2809, "rewards/accuracies": 0.9125000238418579, "rewards/chosen": 1.4146430492401123, "rewards/margins": 3.450530529022217, "rewards/rejected": -2.0358877182006836, "step": 145 }, { "epoch": 1.6042780748663101, "grad_norm": 24.85958859994276, "learning_rate": 4.679054270342702e-07, "logits/chosen": -2.437875986099243, "logits/rejected": -2.439277410507202, "logps/chosen": -229.2501983642578, "logps/rejected": -220.6576690673828, "loss": 0.2749, "rewards/accuracies": 0.8500000238418579, "rewards/chosen": 1.0872418880462646, "rewards/margins": 3.1538193225860596, "rewards/rejected": -2.066577434539795, "step": 150 }, { "epoch": 1.6042780748663101, "eval_logits/chosen": -2.43774676322937, "eval_logits/rejected": -2.4268596172332764, "eval_logps/chosen": -246.59274291992188, "eval_logps/rejected": -230.45828247070312, "eval_loss": 0.5162904858589172, "eval_rewards/accuracies": 0.773809552192688, "eval_rewards/chosen": 0.8806134462356567, "eval_rewards/margins": 2.3302714824676514, "eval_rewards/rejected": -1.4496580362319946, "eval_runtime": 179.1524, "eval_samples_per_second": 14.848, "eval_steps_per_second": 0.234, "step": 150 }, { "epoch": 1.6577540106951871, "grad_norm": 23.85929193996249, "learning_rate": 4.3883993981608567e-07, "logits/chosen": -2.421318531036377, "logits/rejected": -2.428043842315674, "logps/chosen": -219.21615600585938, "logps/rejected": -215.4480743408203, "loss": 0.2731, "rewards/accuracies": 0.84375, "rewards/chosen": 1.5339256525039673, "rewards/margins": 3.147657871246338, "rewards/rejected": -1.6137323379516602, "step": 155 }, { "epoch": 1.7112299465240641, "grad_norm": 18.045046575777963, "learning_rate": 4.0998293993775234e-07, "logits/chosen": -2.357412815093994, "logits/rejected": -2.358879804611206, "logps/chosen": -230.360107421875, "logps/rejected": -245.9751434326172, "loss": 0.298, "rewards/accuracies": 0.8812500238418579, "rewards/chosen": 1.3649165630340576, "rewards/margins": 3.5000126361846924, "rewards/rejected": -2.135096311569214, "step": 160 }, { "epoch": 1.7647058823529411, "grad_norm": 18.083909549401817, "learning_rate": 3.814327974650066e-07, "logits/chosen": -2.36337947845459, "logits/rejected": -2.334078311920166, "logps/chosen": -238.8087158203125, "logps/rejected": -239.94656372070312, "loss": 0.2542, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 1.7868614196777344, "rewards/margins": 3.700504779815674, "rewards/rejected": -1.9136435985565186, "step": 165 }, { "epoch": 1.8181818181818183, "grad_norm": 26.808062566115737, "learning_rate": 3.532868364233416e-07, "logits/chosen": -2.359863758087158, "logits/rejected": -2.35335111618042, "logps/chosen": -247.17538452148438, "logps/rejected": -224.4107666015625, "loss": 0.2707, "rewards/accuracies": 0.856249988079071, "rewards/chosen": 1.2189900875091553, "rewards/margins": 2.990385055541992, "rewards/rejected": -1.7713947296142578, "step": 170 }, { "epoch": 1.8716577540106951, "grad_norm": 25.84360767956436, "learning_rate": 3.256410030320304e-07, "logits/chosen": -2.382321834564209, "logits/rejected": -2.3686156272888184, "logps/chosen": -232.55703735351562, "logps/rejected": -249.15274047851562, "loss": 0.2832, "rewards/accuracies": 0.875, "rewards/chosen": 1.7483094930648804, "rewards/margins": 3.7192482948303223, "rewards/rejected": -1.9709389209747314, "step": 175 }, { "epoch": 1.9251336898395723, "grad_norm": 29.502574876119475, "learning_rate": 2.985895386349233e-07, "logits/chosen": -2.3494954109191895, "logits/rejected": -2.344552755355835, "logps/chosen": -220.0012664794922, "logps/rejected": -192.16897583007812, "loss": 0.327, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 1.0759856700897217, "rewards/margins": 3.117873430252075, "rewards/rejected": -2.0418879985809326, "step": 180 }, { "epoch": 1.9786096256684491, "grad_norm": 28.585594159089958, "learning_rate": 2.7222465844296514e-07, "logits/chosen": -2.36253023147583, "logits/rejected": -2.3399176597595215, "logps/chosen": -243.80984497070312, "logps/rejected": -237.32705688476562, "loss": 0.2707, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": 1.482215166091919, "rewards/margins": 3.8792481422424316, "rewards/rejected": -2.397033214569092, "step": 185 }, { "epoch": 2.0320855614973263, "grad_norm": 16.99665080325436, "learning_rate": 2.466362371835544e-07, "logits/chosen": -2.339444398880005, "logits/rejected": -2.310081958770752, "logps/chosen": -269.8495178222656, "logps/rejected": -238.92733764648438, "loss": 0.2069, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 1.6897594928741455, "rewards/margins": 3.9975783824920654, "rewards/rejected": -2.307819128036499, "step": 190 }, { "epoch": 2.085561497326203, "grad_norm": 12.592628034781791, "learning_rate": 2.2191150272833386e-07, "logits/chosen": -2.2964937686920166, "logits/rejected": -2.2724859714508057, "logps/chosen": -268.2159423828125, "logps/rejected": -242.285888671875, "loss": 0.1461, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": 2.0836310386657715, "rewards/margins": 4.240233421325684, "rewards/rejected": -2.156602621078491, "step": 195 }, { "epoch": 2.1390374331550803, "grad_norm": 15.52633737897683, "learning_rate": 1.9813473874379395e-07, "logits/chosen": -2.2681386470794678, "logits/rejected": -2.25181245803833, "logps/chosen": -242.4980010986328, "logps/rejected": -218.2045440673828, "loss": 0.148, "rewards/accuracies": 0.9624999761581421, "rewards/chosen": 2.216174602508545, "rewards/margins": 4.149984359741211, "rewards/rejected": -1.9338098764419556, "step": 200 }, { "epoch": 2.1390374331550803, "eval_logits/chosen": -2.2425496578216553, "eval_logits/rejected": -2.215097188949585, "eval_logps/chosen": -244.92294311523438, "eval_logps/rejected": -230.5529022216797, "eval_loss": 0.5243918299674988, "eval_rewards/accuracies": 0.788690447807312, "eval_rewards/chosen": 1.047592043876648, "eval_rewards/margins": 2.506711006164551, "eval_rewards/rejected": -1.4591190814971924, "eval_runtime": 179.1376, "eval_samples_per_second": 14.849, "eval_steps_per_second": 0.234, "step": 200 }, { "epoch": 2.192513368983957, "grad_norm": 14.438053966786335, "learning_rate": 1.7538699737832237e-07, "logits/chosen": -2.2599101066589355, "logits/rejected": -2.229984998703003, "logps/chosen": -238.42465209960938, "logps/rejected": -246.22314453125, "loss": 0.1544, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": 1.7270065546035767, "rewards/margins": 4.179945468902588, "rewards/rejected": -2.452939033508301, "step": 205 }, { "epoch": 2.2459893048128343, "grad_norm": 18.25472469644171, "learning_rate": 1.5374582296511053e-07, "logits/chosen": -2.2662346363067627, "logits/rejected": -2.2205100059509277, "logps/chosen": -246.0399932861328, "logps/rejected": -217.50338745117188, "loss": 0.1769, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 1.734651803970337, "rewards/margins": 3.9355132579803467, "rewards/rejected": -2.2008614540100098, "step": 210 }, { "epoch": 2.299465240641711, "grad_norm": 16.555354862851956, "learning_rate": 1.3328498768278418e-07, "logits/chosen": -2.2428641319274902, "logits/rejected": -2.227715015411377, "logps/chosen": -231.2602081298828, "logps/rejected": -215.73104858398438, "loss": 0.1592, "rewards/accuracies": 0.949999988079071, "rewards/chosen": 1.829836130142212, "rewards/margins": 4.1750311851501465, "rewards/rejected": -2.3451952934265137, "step": 215 }, { "epoch": 2.3529411764705883, "grad_norm": 13.937201275972438, "learning_rate": 1.1407424007485928e-07, "logits/chosen": -2.239574909210205, "logits/rejected": -2.2249979972839355, "logps/chosen": -240.37655639648438, "logps/rejected": -245.929931640625, "loss": 0.1511, "rewards/accuracies": 0.956250011920929, "rewards/chosen": 1.7110488414764404, "rewards/margins": 4.399131774902344, "rewards/rejected": -2.6880829334259033, "step": 220 }, { "epoch": 2.406417112299465, "grad_norm": 16.98238781070165, "learning_rate": 9.617906728528679e-08, "logits/chosen": -2.242847204208374, "logits/rejected": -2.234100580215454, "logps/chosen": -236.35546875, "logps/rejected": -238.10684204101562, "loss": 0.1541, "rewards/accuracies": 0.9375, "rewards/chosen": 1.8751004934310913, "rewards/margins": 4.450439929962158, "rewards/rejected": -2.5753393173217773, "step": 225 }, { "epoch": 2.4598930481283423, "grad_norm": 14.431070206060122, "learning_rate": 7.966047182060226e-08, "logits/chosen": -2.2399837970733643, "logits/rejected": -2.221710681915283, "logps/chosen": -238.238037109375, "logps/rejected": -228.6750946044922, "loss": 0.1542, "rewards/accuracies": 0.9750000238418579, "rewards/chosen": 1.7544193267822266, "rewards/margins": 4.158696174621582, "rewards/rejected": -2.4042768478393555, "step": 230 }, { "epoch": 2.5133689839572195, "grad_norm": 16.667898124775515, "learning_rate": 6.457476359966684e-08, "logits/chosen": -2.2352004051208496, "logits/rejected": -2.2400095462799072, "logps/chosen": -238.9654998779297, "logps/rejected": -248.92007446289062, "loss": 0.1548, "rewards/accuracies": 0.956250011920929, "rewards/chosen": 1.9369821548461914, "rewards/margins": 4.680064678192139, "rewards/rejected": -2.7430825233459473, "step": 235 }, { "epoch": 2.5668449197860963, "grad_norm": 21.474673970211064, "learning_rate": 5.097336799988067e-08, "logits/chosen": -2.2469589710235596, "logits/rejected": -2.239057779312134, "logps/chosen": -235.53195190429688, "logps/rejected": -235.65548706054688, "loss": 0.1703, "rewards/accuracies": 0.956250011920929, "rewards/chosen": 1.796133041381836, "rewards/margins": 4.509002208709717, "rewards/rejected": -2.712869167327881, "step": 240 }, { "epoch": 2.620320855614973, "grad_norm": 17.249826502843938, "learning_rate": 3.8902650554212826e-08, "logits/chosen": -2.276364326477051, "logits/rejected": -2.23805570602417, "logps/chosen": -246.699462890625, "logps/rejected": -236.81015014648438, "loss": 0.1391, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": 1.7032339572906494, "rewards/margins": 4.512608051300049, "rewards/rejected": -2.8093743324279785, "step": 245 }, { "epoch": 2.6737967914438503, "grad_norm": 17.650950251508487, "learning_rate": 2.8403758896638707e-08, "logits/chosen": -2.2679107189178467, "logits/rejected": -2.241079330444336, "logps/chosen": -230.755615234375, "logps/rejected": -233.1773223876953, "loss": 0.1437, "rewards/accuracies": 0.981249988079071, "rewards/chosen": 1.7524242401123047, "rewards/margins": 4.39614200592041, "rewards/rejected": -2.6437177658081055, "step": 250 }, { "epoch": 2.6737967914438503, "eval_logits/chosen": -2.2617194652557373, "eval_logits/rejected": -2.2342660427093506, "eval_logps/chosen": -246.77085876464844, "eval_logps/rejected": -233.40264892578125, "eval_loss": 0.5224205851554871, "eval_rewards/accuracies": 0.7797619104385376, "eval_rewards/chosen": 0.8628033995628357, "eval_rewards/margins": 2.6068973541259766, "eval_rewards/rejected": -1.7440941333770752, "eval_runtime": 179.5867, "eval_samples_per_second": 14.812, "eval_steps_per_second": 0.234, "step": 250 }, { "epoch": 2.7272727272727275, "grad_norm": 16.15420279517317, "learning_rate": 1.951248249476961e-08, "logits/chosen": -2.267923355102539, "logits/rejected": -2.260650634765625, "logps/chosen": -228.34219360351562, "logps/rejected": -212.5850372314453, "loss": 0.1601, "rewards/accuracies": 0.9750000238418579, "rewards/chosen": 1.7928234338760376, "rewards/margins": 4.317173957824707, "rewards/rejected": -2.524350643157959, "step": 255 }, { "epoch": 2.7807486631016043, "grad_norm": 15.002058410881267, "learning_rate": 1.2259130647833626e-08, "logits/chosen": -2.2616398334503174, "logits/rejected": -2.253014087677002, "logps/chosen": -233.8542938232422, "logps/rejected": -215.76025390625, "loss": 0.1438, "rewards/accuracies": 0.918749988079071, "rewards/chosen": 1.7512426376342773, "rewards/margins": 3.940762996673584, "rewards/rejected": -2.1895203590393066, "step": 260 }, { "epoch": 2.834224598930481, "grad_norm": 15.129024986561038, "learning_rate": 6.668429165893996e-09, "logits/chosen": -2.273944616317749, "logits/rejected": -2.251878023147583, "logps/chosen": -222.91928100585938, "logps/rejected": -237.1503143310547, "loss": 0.1463, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": 1.4963939189910889, "rewards/margins": 4.055937767028809, "rewards/rejected": -2.559544086456299, "step": 265 }, { "epoch": 2.8877005347593583, "grad_norm": 15.544498852964693, "learning_rate": 2.759436082516664e-09, "logits/chosen": -2.2754452228546143, "logits/rejected": -2.2349867820739746, "logps/chosen": -230.5224151611328, "logps/rejected": -232.70382690429688, "loss": 0.1313, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 1.5887566804885864, "rewards/margins": 4.587313652038574, "rewards/rejected": -2.9985568523406982, "step": 270 }, { "epoch": 2.9411764705882355, "grad_norm": 21.658825130572435, "learning_rate": 5.454766882097006e-10, "logits/chosen": -2.280028820037842, "logits/rejected": -2.2496137619018555, "logps/chosen": -256.89654541015625, "logps/rejected": -258.9067077636719, "loss": 0.1593, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": 2.17570161819458, "rewards/margins": 4.6133832931518555, "rewards/rejected": -2.4376816749572754, "step": 275 }, { "epoch": 2.983957219251337, "step": 279, "total_flos": 3289753017384960.0, "train_loss": 0.3371215338775334, "train_runtime": 10383.8324, "train_samples_per_second": 6.914, "train_steps_per_second": 0.027 } ], "logging_steps": 5, "max_steps": 279, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 100, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3289753017384960.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }