{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 2.6637037037037037, "eval_steps": 100, "global_step": 900, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0, "eval_entropy": 1.7289148477407603, "eval_logits/chosen": 0.8636333912138532, "eval_logits/rejected": -0.6579137279251289, "eval_logps/chosen": -111.15125904216633, "eval_logps/rejected": -175.04988199514108, "eval_loss": 0.6931471228599548, "eval_mean_token_accuracy": 0.4934375546612106, "eval_num_tokens": 0.0, "eval_rewards/accuracies": 0.0, "eval_rewards/chosen": 0.0, "eval_rewards/margins": 0.0, "eval_rewards/rejected": 0.0, "eval_runtime": 39.0805, "eval_samples_per_second": 7.293, "eval_steps_per_second": 3.659, "step": 0 }, { "entropy": 1.7504533976316452, "epoch": 0.002962962962962963, "grad_norm": 83.5, "learning_rate": 0.0, "logits/chosen": 1.08207520218349, "logits/rejected": -0.5940652974601717, "logps/chosen": -110.63330745697021, "logps/rejected": -182.49396514892578, "loss": 0.6931471824645996, "mean_token_accuracy": 0.5048413500189781, "num_tokens": 10169.0, "rewards/accuracies": 0.0, "rewards/chosen": 0.0, "rewards/margins": 0.0, "rewards/rejected": 0.0, "step": 1 }, { "entropy": 1.7299097461832895, "epoch": 0.02962962962962963, "grad_norm": 29.875, "learning_rate": 4.455445544554456e-06, "logits/chosen": 0.8212555533910425, "logits/rejected": -0.6693587809238846, "logps/chosen": -100.81309244367812, "logps/rejected": -171.8307899898953, "loss": 0.5316412713792589, "mean_token_accuracy": 0.5100594382319186, "num_tokens": 89122.0, "rewards/accuracies": 0.8125, "rewards/chosen": 0.306247040655257, "rewards/margins": 0.41913801974280634, "rewards/rejected": -0.11289098787690616, "step": 10 }, { "entropy": 1.5854810774326324, "epoch": 0.05925925925925926, "grad_norm": 0.07470703125, "learning_rate": 9.405940594059407e-06, "logits/chosen": 1.2175614897456257, "logits/rejected": -0.8402934758508309, "logps/chosen": -77.16593537330627, "logps/rejected": -196.31047840118407, "loss": 0.036623942852020266, "mean_token_accuracy": 0.5996901635080576, "num_tokens": 182773.0, "rewards/accuracies": 1.0, "rewards/chosen": 2.910937874764204, "rewards/margins": 5.368858252465725, "rewards/rejected": -2.4579203579574824, "step": 20 }, { "entropy": 1.4120451480150222, "epoch": 0.08888888888888889, "grad_norm": 0.019287109375, "learning_rate": 1.4356435643564355e-05, "logits/chosen": 2.264547569453187, "logits/rejected": -1.0346384454567032, "logps/chosen": -64.55358953475952, "logps/rejected": -259.64974784851074, "loss": 6.736992509104311e-05, "mean_token_accuracy": 0.6582182548940182, "num_tokens": 274816.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.462539532780648, "rewards/margins": 12.943859684467316, "rewards/rejected": -8.481320106983185, "step": 30 }, { "entropy": 1.355741088092327, "epoch": 0.11851851851851852, "grad_norm": 0.0004863739013671875, "learning_rate": 1.930693069306931e-05, "logits/chosen": 2.3368093516258224, "logits/rejected": -1.142538018090554, "logps/chosen": -61.829122233390805, "logps/rejected": -295.9105268478394, "loss": 3.1130424758885055e-06, "mean_token_accuracy": 0.6669795714318753, "num_tokens": 367268.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.366855585575104, "rewards/margins": 16.085866248607637, "rewards/rejected": -11.719010663032531, "step": 40 }, { "entropy": 1.320019119977951, "epoch": 0.14814814814814814, "grad_norm": 0.0001201629638671875, "learning_rate": 2.4257425742574257e-05, "logits/chosen": 2.315207261423255, "logits/rejected": -1.0571934877438707, "logps/chosen": -63.68361803293228, "logps/rejected": -302.812979888916, "loss": 7.578286749776453e-06, "mean_token_accuracy": 0.6602454461157322, "num_tokens": 461524.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.11230229139328, "rewards/margins": 16.546387827396394, "rewards/rejected": -12.43408569097519, "step": 50 }, { "entropy": 1.326953475177288, "epoch": 0.17777777777777778, "grad_norm": 0.0003871917724609375, "learning_rate": 2.9207920792079208e-05, "logits/chosen": 2.2619415245350254, "logits/rejected": -1.0863394894289136, "logps/chosen": -63.424767637252806, "logps/rejected": -304.6159143447876, "loss": 2.0567724277498202e-06, "mean_token_accuracy": 0.6664863616228104, "num_tokens": 555169.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.521066862344742, "rewards/margins": 17.257024788856505, "rewards/rejected": -12.735957789421082, "step": 60 }, { "entropy": 1.3109250903129577, "epoch": 0.2074074074074074, "grad_norm": 1.0609626770019531e-05, "learning_rate": 3.415841584158416e-05, "logits/chosen": 2.3168210798300413, "logits/rejected": -1.1463735020520454, "logps/chosen": -62.93964213132858, "logps/rejected": -301.49362087249756, "loss": 2.6633450761437417e-05, "mean_token_accuracy": 0.6684455543756485, "num_tokens": 646219.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.369684019684792, "rewards/margins": 17.029080402851104, "rewards/rejected": -12.659396553039551, "step": 70 }, { "entropy": 1.3183406174182892, "epoch": 0.23703703703703705, "grad_norm": 8.463859558105469e-06, "learning_rate": 3.910891089108911e-05, "logits/chosen": 2.2528845473791295, "logits/rejected": -1.1451393864081993, "logps/chosen": -64.70127091407775, "logps/rejected": -313.31810626983645, "loss": 2.219452881035977e-07, "mean_token_accuracy": 0.6682900048792362, "num_tokens": 741395.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.620437514781952, "rewards/margins": 18.064030134677886, "rewards/rejected": -13.443592536449433, "step": 80 }, { "entropy": 1.306735871732235, "epoch": 0.26666666666666666, "grad_norm": 0.00014209747314453125, "learning_rate": 4.405940594059406e-05, "logits/chosen": 2.2645358825214656, "logits/rejected": -1.1447062023763102, "logps/chosen": -62.47025227546692, "logps/rejected": -309.65871505737306, "loss": 6.8541798100341115e-06, "mean_token_accuracy": 0.6588799960911274, "num_tokens": 833512.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.536789815127849, "rewards/margins": 17.808473789691924, "rewards/rejected": -13.271684014797211, "step": 90 }, { "entropy": 1.3041012182831764, "epoch": 0.2962962962962963, "grad_norm": 0.0001277923583984375, "learning_rate": 4.9009900990099014e-05, "logits/chosen": 2.3280876455235577, "logits/rejected": -1.0593703708195146, "logps/chosen": -57.693548345565794, "logps/rejected": -307.1459705352783, "loss": 2.0000723452540113e-06, "mean_token_accuracy": 0.6723956800997257, "num_tokens": 925332.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.472308248281479, "rewards/margins": 17.747703313827515, "rewards/rejected": -13.275395059585572, "step": 100 }, { "epoch": 0.2962962962962963, "eval_entropy": 1.3091890520149179, "eval_logits/chosen": 2.2560516885971, "eval_logits/rejected": -1.1380674279781138, "eval_logps/chosen": -66.05370368157233, "eval_logps/rejected": -310.2874222335282, "eval_loss": 3.520939208101481e-05, "eval_mean_token_accuracy": 0.662857598358101, "eval_num_tokens": 925332.0, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.5097555984983915, "eval_rewards/margins": 18.033509881346376, "eval_rewards/rejected": -13.523754186563558, "eval_runtime": 38.3237, "eval_samples_per_second": 7.437, "eval_steps_per_second": 3.731, "step": 100 }, { "entropy": 1.284974904358387, "epoch": 0.32592592592592595, "grad_norm": 0.000812530517578125, "learning_rate": 4.999050767562379e-05, "logits/chosen": 2.3396127391184693, "logits/rejected": -1.1138358422485608, "logps/chosen": -61.88268647193909, "logps/rejected": -304.68117294311526, "loss": 3.422158624744043e-06, "mean_token_accuracy": 0.6786789156496524, "num_tokens": 1016416.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.462823995947838, "rewards/margins": 17.767807400226594, "rewards/rejected": -13.304983520507813, "step": 110 }, { "entropy": 1.2844461277127266, "epoch": 0.35555555555555557, "grad_norm": 0.00010204315185546875, "learning_rate": 4.9951957461646706e-05, "logits/chosen": 2.3448500846553584, "logits/rejected": -1.0939366953296292, "logps/chosen": -61.62471632957458, "logps/rejected": -307.099747467041, "loss": 1.316130146733485e-06, "mean_token_accuracy": 0.6710287682712078, "num_tokens": 1105772.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.635418501496315, "rewards/margins": 18.310668289661407, "rewards/rejected": -13.675249755382538, "step": 120 }, { "entropy": 1.2960298083722592, "epoch": 0.3851851851851852, "grad_norm": 0.0009765625, "learning_rate": 4.988380179235843e-05, "logits/chosen": 2.329744072704608, "logits/rejected": -1.0829270884851314, "logps/chosen": -60.90654925107956, "logps/rejected": -320.0984771728516, "loss": 2.281175875396002e-06, "mean_token_accuracy": 0.6639963097870349, "num_tokens": 1198464.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.473316392302513, "rewards/margins": 18.291567063331605, "rewards/rejected": -13.818250668048858, "step": 130 }, { "entropy": 1.2743454918265342, "epoch": 0.4148148148148148, "grad_norm": 0.00115966796875, "learning_rate": 4.9786121534345265e-05, "logits/chosen": 2.310538935492521, "logits/rejected": -1.1208351833476473, "logps/chosen": -58.558825969696045, "logps/rejected": -314.1108278274536, "loss": 1.2155161130067428e-06, "mean_token_accuracy": 0.674963940680027, "num_tokens": 1289352.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.255219912528991, "rewards/margins": 18.211954617500304, "rewards/rejected": -13.956734585762025, "step": 140 }, { "entropy": 1.2854739636182786, "epoch": 0.4444444444444444, "grad_norm": 0.0001659393310546875, "learning_rate": 4.965903258506806e-05, "logits/chosen": 2.33276765322688, "logits/rejected": -1.1813850704996935, "logps/chosen": -60.029894495010375, "logps/rejected": -315.8014057159424, "loss": 4.05059563490795e-07, "mean_token_accuracy": 0.6699102215468884, "num_tokens": 1380079.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.356227645277977, "rewards/margins": 18.526466822624208, "rewards/rejected": -14.170239269733429, "step": 150 }, { "entropy": 1.3013202093541623, "epoch": 0.4740740740740741, "grad_norm": 1.0132789611816406e-05, "learning_rate": 4.950268573535012e-05, "logits/chosen": 2.3245691177602428, "logits/rejected": -1.0899626289102018, "logps/chosen": -62.87379167079926, "logps/rejected": -325.68464183807373, "loss": 2.103474116665893e-07, "mean_token_accuracy": 0.6679917454719544, "num_tokens": 1474262.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.370475701987743, "rewards/margins": 18.631532168388368, "rewards/rejected": -14.261056447029114, "step": 160 }, { "entropy": 1.2932921536266804, "epoch": 0.5037037037037037, "grad_norm": 0.00017070770263671875, "learning_rate": 4.93172664904641e-05, "logits/chosen": 2.199208436926322, "logits/rejected": -1.1313941206494675, "logps/chosen": -66.81836426258087, "logps/rejected": -313.0147771835327, "loss": 5.84564577366109e-07, "mean_token_accuracy": 0.6591029770672321, "num_tokens": 1567351.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.2477530300617214, "rewards/margins": 18.021551287174226, "rewards/rejected": -13.773798143863678, "step": 170 }, { "entropy": 1.2906752578914165, "epoch": 0.5333333333333333, "grad_norm": 1.1622905731201172e-05, "learning_rate": 4.9102994850030344e-05, "logits/chosen": 2.257452431422654, "logits/rejected": -1.1859710789627558, "logps/chosen": -60.773719620704654, "logps/rejected": -319.68780155181884, "loss": 4.461732260097051e-07, "mean_token_accuracy": 0.6724127769470215, "num_tokens": 1659070.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.278084766864777, "rewards/margins": 18.284436917304994, "rewards/rejected": -14.006352269649506, "step": 180 }, { "entropy": 1.3018329843878746, "epoch": 0.562962962962963, "grad_norm": 6.4849853515625e-05, "learning_rate": 4.886012504698769e-05, "logits/chosen": 2.301720358967305, "logits/rejected": -1.0489440936301595, "logps/chosen": -61.81112604141235, "logps/rejected": -315.3358419418335, "loss": 5.486400823428994e-07, "mean_token_accuracy": 0.669282128661871, "num_tokens": 1750181.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.455310028791428, "rewards/margins": 18.440570056438446, "rewards/rejected": -13.985260021686553, "step": 190 }, { "entropy": 1.3009084612131119, "epoch": 0.5925925925925926, "grad_norm": 0.0087890625, "learning_rate": 4.858894524594653e-05, "logits/chosen": 2.2154390003090785, "logits/rejected": -1.1232223850457532, "logps/chosen": -66.61707370281219, "logps/rejected": -316.3582260131836, "loss": 5.881736069568433e-06, "mean_token_accuracy": 0.6558836951851845, "num_tokens": 1841453.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.423358170688152, "rewards/margins": 18.573253047466277, "rewards/rejected": -14.149895036220551, "step": 200 }, { "epoch": 0.5925925925925926, "eval_entropy": 1.294411522108358, "eval_logits/chosen": 2.25081917507982, "eval_logits/rejected": -1.1530030385301466, "eval_logps/chosen": -66.83867399842589, "eval_logps/rejected": -318.13998082301, "eval_loss": 1.2471568879846018e-05, "eval_mean_token_accuracy": 0.6633061449844521, "eval_num_tokens": 1841453.0, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.431258590904982, "eval_rewards/margins": 18.740268787304004, "eval_rewards/rejected": -14.309010145547507, "eval_runtime": 38.3878, "eval_samples_per_second": 7.424, "eval_steps_per_second": 3.725, "step": 200 }, { "entropy": 1.2944884866476059, "epoch": 0.6222222222222222, "grad_norm": 5.125999450683594e-05, "learning_rate": 4.8289777201281974e-05, "logits/chosen": 2.3454347980352996, "logits/rejected": -1.1855823049416294, "logps/chosen": -64.12132394313812, "logps/rejected": -325.72925930023194, "loss": 2.409943363090861e-07, "mean_token_accuracy": 0.6670842688530684, "num_tokens": 1935659.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.459967152774334, "rewards/margins": 19.128938269615173, "rewards/rejected": -14.668970954418182, "step": 210 }, { "entropy": 1.2553015358746051, "epoch": 0.6518518518518519, "grad_norm": 4.76837158203125e-05, "learning_rate": 4.796297587537286e-05, "logits/chosen": 2.308509979398422, "logits/rejected": -1.0750038709449357, "logps/chosen": -58.983665919303895, "logps/rejected": -315.6023241043091, "loss": 3.415452965782606e-07, "mean_token_accuracy": 0.6794103197753429, "num_tokens": 2029268.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.352584506571293, "rewards/margins": 18.749567639827728, "rewards/rejected": -14.396983158588409, "step": 220 }, { "entropy": 1.2749639593064785, "epoch": 0.6814814814814815, "grad_norm": 2.7894973754882812e-05, "learning_rate": 4.760892901743944e-05, "logits/chosen": 2.263447201357434, "logits/rejected": -1.0746111454871972, "logps/chosen": -64.98015263080597, "logps/rejected": -320.59440212249757, "loss": 1.3830200259690174e-06, "mean_token_accuracy": 0.6660085044801235, "num_tokens": 2123260.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.317273432016373, "rewards/margins": 18.91294218301773, "rewards/rejected": -14.59566867351532, "step": 230 }, { "entropy": 1.2890466079115868, "epoch": 0.7111111111111111, "grad_norm": 2.7894973754882812e-05, "learning_rate": 4.722805670347963e-05, "logits/chosen": 2.3375335604609835, "logits/rejected": -1.1522054103145247, "logps/chosen": -62.949660015106204, "logps/rejected": -325.21918926239016, "loss": 1.8574786508906982e-07, "mean_token_accuracy": 0.6677135609090328, "num_tokens": 2211888.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.302155223488808, "rewards/margins": 19.20953975915909, "rewards/rejected": -14.90738466978073, "step": 240 }, { "entropy": 1.297672052681446, "epoch": 0.7407407407407407, "grad_norm": 1.3649463653564453e-05, "learning_rate": 4.6820810837849536e-05, "logits/chosen": 2.3567186399215143, "logits/rejected": -1.2153430976155177, "logps/chosen": -61.082769107818606, "logps/rejected": -327.5022741317749, "loss": 4.804733634955483e-07, "mean_token_accuracy": 0.6871423445641994, "num_tokens": 2307633.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.415084969997406, "rewards/margins": 19.260318982601166, "rewards/rejected": -14.845234000682831, "step": 250 }, { "entropy": 1.289575246721506, "epoch": 0.7703703703703704, "grad_norm": 0.00013637542724609375, "learning_rate": 4.63876746170797e-05, "logits/chosen": 2.2677862381437905, "logits/rejected": -1.1125468158062497, "logps/chosen": -67.2604984998703, "logps/rejected": -321.5008083343506, "loss": 1.5667228581150994e-07, "mean_token_accuracy": 0.6551826104521752, "num_tokens": 2404339.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.320639500021935, "rewards/margins": 18.89977525472641, "rewards/rejected": -14.57913579940796, "step": 260 }, { "entropy": 1.2907186925411225, "epoch": 0.8, "grad_norm": 2.5987625122070312e-05, "learning_rate": 4.592916195656322e-05, "logits/chosen": 2.337716368388003, "logits/rejected": -1.1807755553775976, "logps/chosen": -61.246209836006166, "logps/rejected": -321.838525390625, "loss": 3.219545988031314e-07, "mean_token_accuracy": 0.67101164534688, "num_tokens": 2493582.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.55239104628563, "rewards/margins": 19.164004135131837, "rewards/rejected": -14.611613166332244, "step": 270 }, { "entropy": 1.2973388336598872, "epoch": 0.8296296296296296, "grad_norm": 1.0728836059570312e-05, "learning_rate": 4.544581688079602e-05, "logits/chosen": 2.2622078397191254, "logits/rejected": -1.1987081179562755, "logps/chosen": -62.545769691467285, "logps/rejected": -328.43379402160645, "loss": 1.6840259604578022e-07, "mean_token_accuracy": 0.6727346412837505, "num_tokens": 2583501.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.605609413981438, "rewards/margins": 19.350289702415466, "rewards/rejected": -14.744680321216583, "step": 280 }, { "entropy": 1.270925548672676, "epoch": 0.8592592592592593, "grad_norm": 1.4722347259521484e-05, "learning_rate": 4.4938212877892725e-05, "logits/chosen": 2.304147609404456, "logits/rejected": -1.1603299402866345, "logps/chosen": -64.19616587162018, "logps/rejected": -321.61998023986814, "loss": 1.092423531190434e-07, "mean_token_accuracy": 0.6694903835654259, "num_tokens": 2673092.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.521212270855903, "rewards/margins": 19.481856608390807, "rewards/rejected": -14.960644149780274, "step": 290 }, { "entropy": 1.2587753705680371, "epoch": 0.8888888888888888, "grad_norm": 8.046627044677734e-06, "learning_rate": 4.4406952219143936e-05, "logits/chosen": 2.2447284227823454, "logits/rejected": -1.2047798430182726, "logps/chosen": -63.220883178710935, "logps/rejected": -316.7784074783325, "loss": 9.590096851752606e-07, "mean_token_accuracy": 0.6734147310256958, "num_tokens": 2765264.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.453023025393486, "rewards/margins": 19.15658880472183, "rewards/rejected": -14.703565871715545, "step": 300 }, { "epoch": 0.8888888888888888, "eval_entropy": 1.2864730945833913, "eval_logits/chosen": 2.245142647914562, "eval_logits/rejected": -1.1577701959581186, "eval_logps/chosen": -67.51500383123651, "eval_logps/rejected": -323.1507350681545, "eval_loss": 9.1151678134338e-06, "eval_mean_token_accuracy": 0.6627988360978506, "eval_num_tokens": 2765264.0, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.3636256072904684, "eval_rewards/margins": 19.173711116497334, "eval_rewards/rejected": -14.810085516709547, "eval_runtime": 38.408, "eval_samples_per_second": 7.42, "eval_steps_per_second": 3.723, "step": 300 }, { "entropy": 1.2768845409154892, "epoch": 0.9185185185185185, "grad_norm": 4.315376281738281e-05, "learning_rate": 4.385266524442241e-05, "logits/chosen": 2.2955878654382667, "logits/rejected": -1.200506409819956, "logps/chosen": -62.47047922611237, "logps/rejected": -329.1678291320801, "loss": 2.0756017420353602e-07, "mean_token_accuracy": 0.6736313477158546, "num_tokens": 2860290.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.335641312599182, "rewards/margins": 19.35282862186432, "rewards/rejected": -15.01718727350235, "step": 310 }, { "entropy": 1.267455793917179, "epoch": 0.9481481481481482, "grad_norm": 2.2649765014648438e-05, "learning_rate": 4.3276009614285825e-05, "logits/chosen": 2.301217628396178, "logits/rejected": -1.1612455940414776, "logps/chosen": -60.544256925582886, "logps/rejected": -325.25582218170166, "loss": 8.637363748675853e-08, "mean_token_accuracy": 0.6695008479058743, "num_tokens": 2951326.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.26083664894104, "rewards/margins": 19.293893361091612, "rewards/rejected": -15.033056676387787, "step": 320 }, { "entropy": 1.2802438855171203, "epoch": 0.9777777777777777, "grad_norm": 3.1441450119018555e-06, "learning_rate": 4.267766952966369e-05, "logits/chosen": 2.3043263280692856, "logits/rejected": -1.1247859920954724, "logps/chosen": -65.50963315963745, "logps/rejected": -327.67705821990967, "loss": 1.6503474398632533e-06, "mean_token_accuracy": 0.6599100351333618, "num_tokens": 3045520.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.30358607918024, "rewards/margins": 19.168729376792907, "rewards/rejected": -14.865143322944641, "step": 330 }, { "entropy": 1.2861412669482983, "epoch": 1.005925925925926, "grad_norm": 5.793571472167969e-05, "learning_rate": 4.205835492005405e-05, "logits/chosen": 2.319402775016898, "logits/rejected": -1.2147055357233236, "logps/chosen": -67.06965022338063, "logps/rejected": -330.37220262226305, "loss": 3.5803138871415284e-07, "mean_token_accuracy": 0.6624507841311003, "num_tokens": 3130709.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.281106482603048, "rewards/margins": 19.5897334500363, "rewards/rejected": -15.308626877634149, "step": 340 }, { "entropy": 1.2823633886873722, "epoch": 1.0355555555555556, "grad_norm": 6.008148193359375e-05, "learning_rate": 4.141880060119336e-05, "logits/chosen": 2.339569692570856, "logits/rejected": -1.147382590046395, "logps/chosen": -60.31965174674988, "logps/rejected": -335.1733335494995, "loss": 1.532446731289383e-07, "mean_token_accuracy": 0.6735855638980865, "num_tokens": 3225369.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.492888362705708, "rewards/margins": 19.827855718135833, "rewards/rejected": -15.334967303276063, "step": 350 }, { "entropy": 1.2730201914906503, "epoch": 1.0651851851851852, "grad_norm": 0.0001926422119140625, "learning_rate": 4.075976540319888e-05, "logits/chosen": 2.3003171439882366, "logits/rejected": -1.2015335101578284, "logps/chosen": -60.594508814811704, "logps/rejected": -329.16415615081786, "loss": 4.122233804082498e-07, "mean_token_accuracy": 0.6743721053004265, "num_tokens": 3318818.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.401582342386246, "rewards/margins": 19.628432750701904, "rewards/rejected": -15.22685045003891, "step": 360 }, { "entropy": 1.2773501306772232, "epoch": 1.094814814814815, "grad_norm": 0.000591278076171875, "learning_rate": 4.0082031270217976e-05, "logits/chosen": 2.2876778332841776, "logits/rejected": -1.154664545777339, "logps/chosen": -63.76930930614471, "logps/rejected": -319.00229358673096, "loss": 1.1508095667522866e-06, "mean_token_accuracy": 0.6718519743531942, "num_tokens": 3410676.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.197161988914013, "rewards/margins": 19.0069660782814, "rewards/rejected": -14.809803891181947, "step": 370 }, { "entropy": 1.2946350619196891, "epoch": 1.1244444444444444, "grad_norm": 0.00022411346435546875, "learning_rate": 3.9386402332652754e-05, "logits/chosen": 2.293869972488772, "logits/rejected": -1.1689247316110847, "logps/chosen": -64.16428699493409, "logps/rejected": -339.3799625396729, "loss": 1.2371945103950566e-07, "mean_token_accuracy": 0.664111914485693, "num_tokens": 3504356.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.358540344238281, "rewards/margins": 19.867380928993224, "rewards/rejected": -15.508840537071228, "step": 380 }, { "entropy": 1.2926758706569672, "epoch": 1.154074074074074, "grad_norm": 3.6954879760742188e-06, "learning_rate": 3.867370395306068e-05, "logits/chosen": 2.1766569425767703, "logits/rejected": -1.087643152794101, "logps/chosen": -69.47466747760772, "logps/rejected": -327.71664810180664, "loss": 1.194763967760082e-07, "mean_token_accuracy": 0.6569934625178575, "num_tokens": 3594396.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.461885306239128, "rewards/margins": 19.697250258922576, "rewards/rejected": -15.235364770889282, "step": 390 }, { "entropy": 1.2546571284532546, "epoch": 1.1837037037037037, "grad_norm": 8.940696716308594e-06, "learning_rate": 3.794478174686328e-05, "logits/chosen": 2.28344883152218, "logits/rejected": -1.1421346511748105, "logps/chosen": -64.66728138923645, "logps/rejected": -324.4414520263672, "loss": 7.843665343898465e-08, "mean_token_accuracy": 0.662892397120595, "num_tokens": 3682850.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.419300290942192, "rewards/margins": 19.782128620147706, "rewards/rejected": -15.362828314304352, "step": 400 }, { "epoch": 1.1837037037037037, "eval_entropy": 1.2814960267160322, "eval_logits/chosen": 2.2466129676027395, "eval_logits/rejected": -1.158793695801587, "eval_logps/chosen": -67.91167767398007, "eval_logps/rejected": -326.0148432804988, "eval_loss": 7.35781259209034e-06, "eval_mean_token_accuracy": 0.6629326431067674, "eval_num_tokens": 3682850.0, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.323958210178189, "eval_rewards/margins": 19.420454478764032, "eval_rewards/rejected": -15.096496268585845, "eval_runtime": 38.5811, "eval_samples_per_second": 7.387, "eval_steps_per_second": 3.706, "step": 400 }, { "entropy": 1.2794287726283073, "epoch": 1.2133333333333334, "grad_norm": 6.0498714447021484e-06, "learning_rate": 3.720050057902496e-05, "logits/chosen": 2.2348389102512294, "logits/rejected": -1.20443931083074, "logps/chosen": -61.86296122074127, "logps/rejected": -331.40450420379636, "loss": 1.5817265648365718e-07, "mean_token_accuracy": 0.6723401784896851, "num_tokens": 3776120.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.320593364536762, "rewards/margins": 19.594025874137877, "rewards/rejected": -15.273432505130767, "step": 410 }, { "entropy": 1.2816326960921287, "epoch": 1.242962962962963, "grad_norm": 2.7865171432495117e-06, "learning_rate": 3.644174353789204e-05, "logits/chosen": 2.2707540738720113, "logits/rejected": -1.191927789160487, "logps/chosen": -64.48058602809905, "logps/rejected": -332.1292999267578, "loss": 9.944698149411124e-08, "mean_token_accuracy": 0.6633661832660437, "num_tokens": 3868574.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.300156235694885, "rewards/margins": 19.600781667232514, "rewards/rejected": -15.30062551498413, "step": 420 }, { "entropy": 1.2759614169597626, "epoch": 1.2725925925925927, "grad_norm": 6.29425048828125e-05, "learning_rate": 3.5669410887410095e-05, "logits/chosen": 2.3054515861422304, "logits/rejected": -1.1359497002203924, "logps/chosen": -64.89167664051055, "logps/rejected": -334.02518730163575, "loss": 2.404902943453635e-07, "mean_token_accuracy": 0.6750707887113094, "num_tokens": 3961842.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.182991920411586, "rewards/margins": 19.472245895862578, "rewards/rejected": -15.289253902435302, "step": 430 }, { "entropy": 1.2799105122685432, "epoch": 1.3022222222222222, "grad_norm": 0.00012683868408203125, "learning_rate": 3.488441899896217e-05, "logits/chosen": 2.345937521884795, "logits/rejected": -1.2320921962004756, "logps/chosen": -58.358681523799895, "logps/rejected": -320.94243869781496, "loss": 2.9142654511815635e-07, "mean_token_accuracy": 0.679117338731885, "num_tokens": 4051000.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.320470458269119, "rewards/margins": 19.39275724887848, "rewards/rejected": -15.072286760807037, "step": 440 }, { "entropy": 1.2606690004467964, "epoch": 1.3318518518518518, "grad_norm": 3.933906555175781e-05, "learning_rate": 3.4087699264095745e-05, "logits/chosen": 2.3590029943979434, "logits/rejected": -1.180752685047298, "logps/chosen": -57.81958304643631, "logps/rejected": -327.3783897399902, "loss": 1.31027945826645e-07, "mean_token_accuracy": 0.6829047620296478, "num_tokens": 4144901.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.355239224433899, "rewards/margins": 19.49090631008148, "rewards/rejected": -15.135667026042938, "step": 450 }, { "entropy": 1.2720958605408668, "epoch": 1.3614814814814815, "grad_norm": 7.152557373046875e-06, "learning_rate": 3.328019698942826e-05, "logits/chosen": 2.28385155999331, "logits/rejected": -1.0655708622856899, "logps/chosen": -65.57811061143875, "logps/rejected": -324.391535949707, "loss": 1.4767925904379808e-07, "mean_token_accuracy": 0.6687033347785473, "num_tokens": 4235782.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.3411215707659725, "rewards/margins": 19.290599715709686, "rewards/rejected": -14.949478232860566, "step": 460 }, { "entropy": 1.2874604403972625, "epoch": 1.3911111111111112, "grad_norm": 0.00011920928955078125, "learning_rate": 3.246287027504237e-05, "logits/chosen": 2.2650682684340646, "logits/rejected": -1.1018559007875284, "logps/chosen": -63.989255738258365, "logps/rejected": -333.0100872039795, "loss": 2.971911953864037e-07, "mean_token_accuracy": 0.6702111043035984, "num_tokens": 4327602.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.187621220946312, "rewards/margins": 19.38519823551178, "rewards/rejected": -15.197577047348023, "step": 470 }, { "entropy": 1.293594116717577, "epoch": 1.4207407407407406, "grad_norm": 9.870529174804688e-05, "learning_rate": 3.163668887770181e-05, "logits/chosen": 2.306861956625707, "logits/rejected": -1.1661940995045186, "logps/chosen": -61.81727409362793, "logps/rejected": -332.9074993133545, "loss": 2.5863685095828257e-07, "mean_token_accuracy": 0.6736553743481636, "num_tokens": 4419888.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.17706933170557, "rewards/margins": 19.331134915351868, "rewards/rejected": -15.154065454006195, "step": 480 }, { "entropy": 1.2759695634245873, "epoch": 1.4503703703703703, "grad_norm": 6.771087646484375e-05, "learning_rate": 3.08026330602367e-05, "logits/chosen": 2.338572971372103, "logits/rejected": -1.1794468686720447, "logps/chosen": -58.53629996776581, "logps/rejected": -332.7186403274536, "loss": 8.574451726417465e-08, "mean_token_accuracy": 0.6770360998809337, "num_tokens": 4511414.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.380688160657883, "rewards/margins": 19.57960090637207, "rewards/rejected": -15.198912739753723, "step": 490 }, { "entropy": 1.2591664418578148, "epoch": 1.48, "grad_norm": 8.046627044677734e-06, "learning_rate": 2.9961692428463285e-05, "logits/chosen": 2.2509338882701817, "logits/rejected": -1.136340958920119, "logps/chosen": -66.00177557468415, "logps/rejected": -332.10723934173586, "loss": 3.2082580219139346e-07, "mean_token_accuracy": 0.6653452910482883, "num_tokens": 4604818.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.144159619510174, "rewards/margins": 19.529365801811217, "rewards/rejected": -15.385206091403962, "step": 500 }, { "epoch": 1.48, "eval_entropy": 1.2810596311009013, "eval_logits/chosen": 2.2449733761384874, "eval_logits/rejected": -1.1597314363523379, "eval_logps/chosen": -67.92375413854639, "eval_logps/rejected": -326.1967938829969, "eval_loss": 7.327445018745493e-06, "eval_mean_token_accuracy": 0.6633227342492217, "eval_num_tokens": 4604818.0, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.322750580894364, "eval_rewards/margins": 19.43744218599546, "eval_rewards/rejected": -15.114691607601992, "eval_runtime": 38.6636, "eval_samples_per_second": 7.371, "eval_steps_per_second": 3.699, "step": 500 }, { "entropy": 1.2616984777152538, "epoch": 1.5096296296296297, "grad_norm": 0.000125885009765625, "learning_rate": 2.9114864757018352e-05, "logits/chosen": 2.294192165543051, "logits/rejected": -1.0944581394998258, "logps/chosen": -64.26435973644257, "logps/rejected": -325.8657173156738, "loss": 1.0070654070659657e-07, "mean_token_accuracy": 0.6660138607025147, "num_tokens": 4695387.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.35933136343956, "rewards/margins": 19.695837664604188, "rewards/rejected": -15.336506283283233, "step": 510 }, { "entropy": 1.2706036016345024, "epoch": 1.5392592592592593, "grad_norm": 8.821487426757812e-05, "learning_rate": 2.8263154805501297e-05, "logits/chosen": 2.228209829000261, "logits/rejected": -1.113362437458028, "logps/chosen": -69.59165489673615, "logps/rejected": -321.3457368850708, "loss": 1.4221999435903854e-07, "mean_token_accuracy": 0.6667736105620861, "num_tokens": 4788711.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.314350298047065, "rewards/margins": 19.27485271692276, "rewards/rejected": -14.960502445697784, "step": 520 }, { "entropy": 1.2767572030425072, "epoch": 1.568888888888889, "grad_norm": 0.0002460479736328125, "learning_rate": 2.7407573126328545e-05, "logits/chosen": 2.3174187011624654, "logits/rejected": -1.2211792118899774, "logps/chosen": -58.480189538002016, "logps/rejected": -321.1500442504883, "loss": 1.383585185976699e-07, "mean_token_accuracy": 0.675158528238535, "num_tokens": 4877592.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.162171944975853, "rewards/margins": 19.111147022247316, "rewards/rejected": -14.948975014686585, "step": 530 }, { "entropy": 1.2621485769748688, "epoch": 1.5985185185185187, "grad_norm": 3.844499588012695e-06, "learning_rate": 2.6549134865714868e-05, "logits/chosen": 2.26315295877127, "logits/rejected": -1.12053805020359, "logps/chosen": -64.27606203556061, "logps/rejected": -328.73465633392334, "loss": 1.7509564713691362e-07, "mean_token_accuracy": 0.670067022740841, "num_tokens": 4969700.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.281642350554466, "rewards/margins": 19.606130039691926, "rewards/rejected": -15.32448751926422, "step": 540 }, { "entropy": 1.266157256066799, "epoch": 1.6281481481481481, "grad_norm": 1.4901161193847656e-05, "learning_rate": 2.5688858559204053e-05, "logits/chosen": 2.3036601533908074, "logits/rejected": -1.1204950201201778, "logps/chosen": -63.52790377140045, "logps/rejected": -332.37768840789795, "loss": 1.9515678104653488e-07, "mean_token_accuracy": 0.6726867496967316, "num_tokens": 5064766.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.242260693013668, "rewards/margins": 19.574455058574678, "rewards/rejected": -15.33219426870346, "step": 550 }, { "entropy": 1.272486585378647, "epoch": 1.6577777777777778, "grad_norm": 3.933906555175781e-06, "learning_rate": 2.4827764923178246e-05, "logits/chosen": 2.3149282625691305, "logits/rejected": -1.2307484890552138, "logps/chosen": -60.608607578277585, "logps/rejected": -325.5159580230713, "loss": 1.471338123337773e-07, "mean_token_accuracy": 0.6735777668654919, "num_tokens": 5155008.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.4290194630622866, "rewards/margins": 19.601059877872466, "rewards/rejected": -15.172040581703186, "step": 560 }, { "entropy": 1.2813369497656821, "epoch": 1.6874074074074072, "grad_norm": 0.000339508056640625, "learning_rate": 2.3966875643779667e-05, "logits/chosen": 2.2549751619675136, "logits/rejected": -1.1594325055530381, "logps/chosen": -64.34185855388641, "logps/rejected": -327.56716537475586, "loss": 1.8051871393254259e-07, "mean_token_accuracy": 0.6600819997489452, "num_tokens": 5248360.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.4127004653215405, "rewards/margins": 19.473870050907134, "rewards/rejected": -15.061169505119324, "step": 570 }, { "entropy": 1.2690633878111839, "epoch": 1.717037037037037, "grad_norm": 0.000118255615234375, "learning_rate": 2.3107212164681776e-05, "logits/chosen": 2.277724768747875, "logits/rejected": -1.1787549020085861, "logps/chosen": -66.66345942020416, "logps/rejected": -323.8808866500855, "loss": 2.298829940627911e-07, "mean_token_accuracy": 0.6669816076755524, "num_tokens": 5340554.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.2985071912407875, "rewards/margins": 19.356661868095397, "rewards/rejected": -15.058154690265656, "step": 580 }, { "entropy": 1.303315782546997, "epoch": 1.7466666666666666, "grad_norm": 9.894371032714844e-06, "learning_rate": 2.224979447514802e-05, "logits/chosen": 2.2417929976862743, "logits/rejected": -1.1242295347690896, "logps/chosen": -66.85722150802613, "logps/rejected": -326.75849361419677, "loss": 5.121967660670635e-07, "mean_token_accuracy": 0.6579514071345329, "num_tokens": 5433019.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.279269021749497, "rewards/margins": 19.181958985328674, "rewards/rejected": -14.902689921855927, "step": 590 }, { "entropy": 1.2511712044477463, "epoch": 1.7762962962962963, "grad_norm": 1.811981201171875e-05, "learning_rate": 2.1395639899816333e-05, "logits/chosen": 2.4288169740201644, "logits/rejected": -1.0983362881453427, "logps/chosen": -58.963488447666165, "logps/rejected": -328.273935508728, "loss": 5.187651368032676e-07, "mean_token_accuracy": 0.6844911381602288, "num_tokens": 5527564.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.607324048876762, "rewards/margins": 19.77645412683487, "rewards/rejected": -15.169130110740662, "step": 600 }, { "epoch": 1.7762962962962963, "eval_entropy": 1.2805373877078503, "eval_logits/chosen": 2.243851235815972, "eval_logits/rejected": -1.1594670058021077, "eval_logps/chosen": -67.99770445923706, "eval_logps/rejected": -326.55811144421983, "eval_loss": 6.923921773704933e-06, "eval_mean_token_accuracy": 0.6634519100189209, "eval_num_tokens": 5527564.0, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.315355520148377, "eval_rewards/margins": 19.466178794007202, "eval_rewards/rejected": -15.15082325968709, "eval_runtime": 39.0736, "eval_samples_per_second": 7.294, "eval_steps_per_second": 3.66, "step": 600 }, { "entropy": 1.2721578769385815, "epoch": 1.805925925925926, "grad_norm": 1.3053417205810547e-05, "learning_rate": 2.054576189164518e-05, "logits/chosen": 2.3202715445664515, "logits/rejected": -1.132963813611814, "logps/chosen": -60.805744123458865, "logps/rejected": -332.585825920105, "loss": 3.902006255884771e-08, "mean_token_accuracy": 0.6726082235574722, "num_tokens": 5620386.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.585019749403, "rewards/margins": 20.017272901535033, "rewards/rejected": -15.43225302696228, "step": 610 }, { "entropy": 1.2652241297066211, "epoch": 1.8355555555555556, "grad_norm": 1.633167266845703e-05, "learning_rate": 1.9701168829453306e-05, "logits/chosen": 2.259219360616968, "logits/rejected": -1.0503303018419232, "logps/chosen": -66.24489846229554, "logps/rejected": -322.5876424789429, "loss": 1.7130523701780476e-07, "mean_token_accuracy": 0.6619290798902512, "num_tokens": 5712637.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.140004143118858, "rewards/margins": 19.201012241840363, "rewards/rejected": -15.06100798845291, "step": 620 }, { "entropy": 1.2682488977909088, "epoch": 1.8651851851851853, "grad_norm": 2.956390380859375e-05, "learning_rate": 1.8862862821480025e-05, "logits/chosen": 2.3071657025101677, "logits/rejected": -1.1965660990092328, "logps/chosen": -65.7512573480606, "logps/rejected": -326.63800010681155, "loss": 9.80972572506289e-08, "mean_token_accuracy": 0.6676984764635563, "num_tokens": 5804212.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.233162444829941, "rewards/margins": 19.35871180295944, "rewards/rejected": -15.125549244880677, "step": 630 }, { "entropy": 1.2738682702183723, "epoch": 1.894814814814815, "grad_norm": 1.3709068298339844e-06, "learning_rate": 1.8031838516385423e-05, "logits/chosen": 2.277379836690332, "logits/rejected": -1.1057443809996192, "logps/chosen": -64.37387623786927, "logps/rejected": -329.1884712219238, "loss": 5.206376272326452e-08, "mean_token_accuracy": 0.6642427556216717, "num_tokens": 5897138.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.30352343916893, "rewards/margins": 19.877286291122438, "rewards/rejected": -15.573762822151185, "step": 640 }, { "entropy": 1.2760708816349506, "epoch": 1.9244444444444444, "grad_norm": 5.1021575927734375e-05, "learning_rate": 1.7209081923101472e-05, "logits/chosen": 2.327136815796652, "logits/rejected": -1.1425043440165608, "logps/chosen": -66.02759101390839, "logps/rejected": -332.0861042022705, "loss": 1.4513241239910712e-07, "mean_token_accuracy": 0.66774348244071, "num_tokens": 5990180.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.311979895830154, "rewards/margins": 19.720207822322845, "rewards/rejected": -15.408227932453155, "step": 650 }, { "entropy": 1.2696824759244918, "epoch": 1.954074074074074, "grad_norm": 2.4557113647460938e-05, "learning_rate": 1.639556924093404e-05, "logits/chosen": 2.2885721283972242, "logits/rejected": -1.12765834632216, "logps/chosen": -64.96237716674804, "logps/rejected": -326.4824584960937, "loss": 1.2898549357487353e-07, "mean_token_accuracy": 0.6572523653507233, "num_tokens": 6084186.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.2255510374903675, "rewards/margins": 19.46041429042816, "rewards/rejected": -15.234863257408142, "step": 660 }, { "entropy": 1.2641157731413841, "epoch": 1.9837037037037037, "grad_norm": 1.9073486328125e-06, "learning_rate": 1.5592265701304114e-05, "logits/chosen": 2.3036376802600183, "logits/rejected": -1.1734117772095596, "logps/chosen": -65.30954070091248, "logps/rejected": -323.9220626831055, "loss": 2.2752515178581233e-07, "mean_token_accuracy": 0.6635996960103512, "num_tokens": 6177151.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.288326196372509, "rewards/margins": 19.406356739997864, "rewards/rejected": -15.118030607700348, "step": 670 }, { "entropy": 1.2779945597836846, "epoch": 2.011851851851852, "grad_norm": 0.000255584716796875, "learning_rate": 1.4800124422502334e-05, "logits/chosen": 2.3972204176263543, "logits/rejected": -1.1209583839266675, "logps/chosen": -61.41229806448284, "logps/rejected": -324.14299693860505, "loss": 3.6133037610852626e-07, "mean_token_accuracy": 0.6630792186448449, "num_tokens": 6262744.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.139316172976243, "rewards/margins": 19.215763267717865, "rewards/rejected": -15.076447160620438, "step": 680 }, { "entropy": 1.266596408188343, "epoch": 2.0414814814814815, "grad_norm": 4.4889748096466064e-07, "learning_rate": 1.4020085278815745e-05, "logits/chosen": 2.3154754788175156, "logits/rejected": -1.152066471886049, "logps/chosen": -62.28092246055603, "logps/rejected": -331.86610050201415, "loss": 7.074050927258213e-08, "mean_token_accuracy": 0.6724916785955429, "num_tokens": 6357968.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.411373123526573, "rewards/margins": 19.874622988700867, "rewards/rejected": -15.4632497549057, "step": 690 }, { "entropy": 1.2671823538839817, "epoch": 2.071111111111111, "grad_norm": 0.0002994537353515625, "learning_rate": 1.3253073785368547e-05, "logits/chosen": 2.29187693793979, "logits/rejected": -1.1263780908242413, "logps/chosen": -65.86139830350876, "logps/rejected": -331.38874130249025, "loss": 2.163802719223895e-07, "mean_token_accuracy": 0.6635798320174218, "num_tokens": 6449816.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.283302050828934, "rewards/margins": 19.748378670215608, "rewards/rejected": -15.465076541900634, "step": 700 }, { "epoch": 2.071111111111111, "eval_entropy": 1.2803548124286679, "eval_logits/chosen": 2.243403260803776, "eval_logits/rejected": -1.1587966303436696, "eval_logps/chosen": -68.02522693980823, "eval_logps/rejected": -326.6569073016827, "eval_loss": 7.350444775511278e-06, "eval_mean_token_accuracy": 0.6639135730016482, "eval_num_tokens": 6449816.0, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.312603289847607, "eval_rewards/margins": 19.473306129028746, "eval_rewards/rejected": -15.160702772073812, "eval_runtime": 39.1309, "eval_samples_per_second": 7.283, "eval_steps_per_second": 3.654, "step": 700 }, { "entropy": 1.2728232815861702, "epoch": 2.100740740740741, "grad_norm": 8.821487426757812e-05, "learning_rate": 1.2500000000000006e-05, "logits/chosen": 2.255679331290835, "logits/rejected": -1.1216202176026864, "logps/chosen": -61.825205373764035, "logps/rejected": -323.78655910491943, "loss": 2.141799996024929e-07, "mean_token_accuracy": 0.667589108645916, "num_tokens": 6540123.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.437801697850228, "rewards/margins": 19.34732162952423, "rewards/rejected": -14.90951988697052, "step": 710 }, { "entropy": 1.271144437789917, "epoch": 2.1303703703703705, "grad_norm": 6.771087646484375e-05, "learning_rate": 1.1761757443482286e-05, "logits/chosen": 2.2690192203566064, "logits/rejected": -1.176060724310163, "logps/chosen": -65.25097322463989, "logps/rejected": -325.64191341400146, "loss": 7.844523679523263e-08, "mean_token_accuracy": 0.6650686420500278, "num_tokens": 6629998.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.375448957085609, "rewards/margins": 19.631182181835175, "rewards/rejected": -15.255733144283294, "step": 720 }, { "entropy": 1.263370680809021, "epoch": 2.16, "grad_norm": 0.00067901611328125, "learning_rate": 1.1039222039359645e-05, "logits/chosen": 2.2999157883359946, "logits/rejected": -1.1241040776625622, "logps/chosen": -65.3091173171997, "logps/rejected": -327.6589548110962, "loss": 6.326518359855982e-07, "mean_token_accuracy": 0.6666021130979061, "num_tokens": 6721579.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.218965843319893, "rewards/margins": 19.43423910140991, "rewards/rejected": -15.21527328491211, "step": 730 }, { "entropy": 1.2835220411419868, "epoch": 2.18962962962963, "grad_norm": 9.059906005859375e-06, "learning_rate": 1.0333251074666609e-05, "logits/chosen": 2.2917566691940756, "logits/rejected": -1.2816091428578473, "logps/chosen": -66.77954509258271, "logps/rejected": -333.47667198181153, "loss": 1.7912802832142916e-07, "mean_token_accuracy": 0.6699437476694584, "num_tokens": 6813377.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.310945153236389, "rewards/margins": 19.620563447475433, "rewards/rejected": -15.309618008136749, "step": 740 }, { "entropy": 1.2834552891552449, "epoch": 2.2192592592592595, "grad_norm": 2.8252601623535156e-05, "learning_rate": 9.644682182758306e-06, "logits/chosen": 2.296253967390375, "logits/rejected": -1.1382098734020025, "logps/chosen": -65.18716852664947, "logps/rejected": -333.20018062591555, "loss": 3.619171593527426e-07, "mean_token_accuracy": 0.670500548928976, "num_tokens": 6906265.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.34758489727974, "rewards/margins": 19.480838096141817, "rewards/rejected": -15.133253240585328, "step": 750 }, { "entropy": 1.2889503717422486, "epoch": 2.2488888888888887, "grad_norm": 3.6716461181640625e-05, "learning_rate": 8.974332349459994e-06, "logits/chosen": 2.274084705882701, "logits/rejected": -1.1973438289074938, "logps/chosen": -62.72564001083374, "logps/rejected": -335.81445999145507, "loss": 2.772670995909721e-07, "mean_token_accuracy": 0.663724122941494, "num_tokens": 7004404.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.22343917787075, "rewards/margins": 19.607576775550843, "rewards/rejected": -15.384137523174285, "step": 760 }, { "entropy": 1.2709729745984077, "epoch": 2.2785185185185184, "grad_norm": 6.818771362304688e-05, "learning_rate": 8.322996943714672e-06, "logits/chosen": 2.315020811648067, "logits/rejected": -1.1844662490433007, "logps/chosen": -60.06333501338959, "logps/rejected": -324.07994575500487, "loss": 6.899633149259899e-08, "mean_token_accuracy": 0.674921452999115, "num_tokens": 7091630.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.219157862663269, "rewards/margins": 19.409486842155456, "rewards/rejected": -15.190328931808471, "step": 770 }, { "entropy": 1.2802273795008658, "epoch": 2.308148148148148, "grad_norm": 7.677078247070312e-05, "learning_rate": 7.691448773879257e-06, "logits/chosen": 2.25499691013824, "logits/rejected": -1.1512603749381776, "logps/chosen": -63.52460696697235, "logps/rejected": -325.2589776992798, "loss": 1.4859768953101594e-07, "mean_token_accuracy": 0.6620502531528473, "num_tokens": 7182707.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.2716171652078625, "rewards/margins": 19.37758446931839, "rewards/rejected": -15.10596705675125, "step": 780 }, { "entropy": 1.2827171966433526, "epoch": 2.3377777777777777, "grad_norm": 6.645917892456055e-06, "learning_rate": 7.080437170788723e-06, "logits/chosen": 2.311279925102533, "logits/rejected": -1.1746961520146812, "logps/chosen": -59.46050326824188, "logps/rejected": -336.5900556564331, "loss": 3.455784508332727e-07, "mean_token_accuracy": 0.6743544064462185, "num_tokens": 7275656.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.199921746551991, "rewards/margins": 19.863027906417848, "rewards/rejected": -15.663106298446655, "step": 790 }, { "entropy": 1.2675680316984654, "epoch": 2.3674074074074074, "grad_norm": 0.00015926361083984375, "learning_rate": 6.490687098676332e-06, "logits/chosen": 2.3366430778544096, "logits/rejected": -1.1229084532499813, "logps/chosen": -58.34785094261169, "logps/rejected": -331.7050970077515, "loss": 6.806028522987617e-07, "mean_token_accuracy": 0.6765504986047745, "num_tokens": 7367211.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.387070021033287, "rewards/margins": 19.79595556259155, "rewards/rejected": -15.40888546705246, "step": 800 }, { "epoch": 2.3674074074074074, "eval_entropy": 1.2803315270197142, "eval_logits/chosen": 2.2436578263578553, "eval_logits/rejected": -1.158513689404391, "eval_logps/chosen": -68.02018330980847, "eval_logps/rejected": -326.71273963768164, "eval_loss": 7.024308615655173e-06, "eval_mean_token_accuracy": 0.6631912376497175, "eval_num_tokens": 7367211.0, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.313107631006441, "eval_rewards/margins": 19.479393625592852, "eval_rewards/rejected": -15.166285921643665, "eval_runtime": 39.4139, "eval_samples_per_second": 7.231, "eval_steps_per_second": 3.628, "step": 800 }, { "entropy": 1.2536483012139796, "epoch": 2.397037037037037, "grad_norm": 0.00010061264038085938, "learning_rate": 5.9228982950048416e-06, "logits/chosen": 2.306488303700283, "logits/rejected": -1.102614074804673, "logps/chosen": -64.7256872177124, "logps/rejected": -316.81419982910154, "loss": 2.7541559575183785e-07, "mean_token_accuracy": 0.6695533588528633, "num_tokens": 7456110.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.3090651541948315, "rewards/margins": 19.122487926483153, "rewards/rejected": -14.813422644138337, "step": 810 }, { "entropy": 1.2691614858806133, "epoch": 2.4266666666666667, "grad_norm": 3.844499588012695e-06, "learning_rate": 5.377744440229135e-06, "logits/chosen": 2.276143363869749, "logits/rejected": -1.2205610514710212, "logps/chosen": -64.77891628742218, "logps/rejected": -330.2338497161865, "loss": 9.86900658972445e-08, "mean_token_accuracy": 0.6663463093340397, "num_tokens": 7548949.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.394037923216819, "rewards/margins": 19.882170844078065, "rewards/rejected": -15.488132905960082, "step": 820 }, { "entropy": 1.2759164057672023, "epoch": 2.4562962962962964, "grad_norm": 1.5735626220703125e-05, "learning_rate": 4.855872358475547e-06, "logits/chosen": 2.2611198054529975, "logits/rejected": -1.1668456534925964, "logps/chosen": -63.698548150062564, "logps/rejected": -323.2269037246704, "loss": 1.5968792013154598e-07, "mean_token_accuracy": 0.6731547065079212, "num_tokens": 7637248.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.312624426186085, "rewards/margins": 19.461497557163238, "rewards/rejected": -15.148873174190522, "step": 830 }, { "entropy": 1.2611838012933732, "epoch": 2.485925925925926, "grad_norm": 0.0002841949462890625, "learning_rate": 4.357901250086108e-06, "logits/chosen": 2.2900714239429774, "logits/rejected": -1.2470973023927523, "logps/chosen": -62.78718073368073, "logps/rejected": -324.9568237304687, "loss": 1.4255396081352955e-07, "mean_token_accuracy": 0.6746141783893108, "num_tokens": 7726306.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.291703987121582, "rewards/margins": 19.421786904335022, "rewards/rejected": -15.130082988739014, "step": 840 }, { "entropy": 1.2697825357317924, "epoch": 2.5155555555555553, "grad_norm": 0.0002613067626953125, "learning_rate": 3.884421956938378e-06, "logits/chosen": 2.3862500773086817, "logits/rejected": -1.1250058733609287, "logps/chosen": -61.92496125698089, "logps/rejected": -327.44327507019045, "loss": 1.493016384301882e-07, "mean_token_accuracy": 0.6789508298039436, "num_tokens": 7822125.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.364183455705643, "rewards/margins": 19.506937170028685, "rewards/rejected": -15.142753863334656, "step": 850 }, { "entropy": 1.2504698053002357, "epoch": 2.5451851851851854, "grad_norm": 4.506111145019531e-05, "learning_rate": 3.435996261412591e-06, "logits/chosen": 2.2986260733744173, "logits/rejected": -1.1058551351474077, "logps/chosen": -65.89442076683045, "logps/rejected": -330.00583362579346, "loss": 1.4223222706277737e-07, "mean_token_accuracy": 0.6768516503274441, "num_tokens": 7915620.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.385465979576111, "rewards/margins": 20.04776966571808, "rewards/rejected": -15.662303495407105, "step": 860 }, { "entropy": 1.2795700900256635, "epoch": 2.5748148148148147, "grad_norm": 2.5153160095214844e-05, "learning_rate": 3.013156219837776e-06, "logits/chosen": 2.237134730489094, "logits/rejected": -1.1218436377455188, "logps/chosen": -65.73119521141052, "logps/rejected": -322.3418972015381, "loss": 2.536130750740995e-07, "mean_token_accuracy": 0.665914348512888, "num_tokens": 8006742.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.355473381280899, "rewards/margins": 19.215320122241973, "rewards/rejected": -14.85984662771225, "step": 870 }, { "entropy": 1.2761830180883407, "epoch": 2.6044444444444443, "grad_norm": 1.1742115020751953e-05, "learning_rate": 2.6164035312078448e-06, "logits/chosen": 2.2800606568463015, "logits/rejected": -1.1315629358769943, "logps/chosen": -61.99486291408539, "logps/rejected": -326.9346130371094, "loss": 2.3778172817401355e-07, "mean_token_accuracy": 0.6662385709583759, "num_tokens": 8100018.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.3306570738554, "rewards/margins": 19.479354202747345, "rewards/rejected": -15.148697006702424, "step": 880 }, { "entropy": 1.279340496659279, "epoch": 2.634074074074074, "grad_norm": 9.632110595703125e-05, "learning_rate": 2.2462089419165777e-06, "logits/chosen": 2.3029893365635097, "logits/rejected": -1.171205228496424, "logps/chosen": -65.00987663269044, "logps/rejected": -330.74864501953124, "loss": 6.256735787246726e-08, "mean_token_accuracy": 0.6665534779429436, "num_tokens": 8194303.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.474057069420814, "rewards/margins": 19.85085200071335, "rewards/rejected": -15.376794970035553, "step": 890 }, { "entropy": 1.2603400394320488, "epoch": 2.6637037037037037, "grad_norm": 2.4557113647460938e-05, "learning_rate": 1.9030116872178316e-06, "logits/chosen": 2.249223475648134, "logits/rejected": -1.0936998011992798, "logps/chosen": -64.42266466617585, "logps/rejected": -319.57002086639403, "loss": 1.4027624501977697e-07, "mean_token_accuracy": 0.6666488841176033, "num_tokens": 8285684.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.301889230310917, "rewards/margins": 19.297891116142274, "rewards/rejected": -14.99600180387497, "step": 900 }, { "epoch": 2.6637037037037037, "eval_entropy": 1.2802694969243937, "eval_logits/chosen": 2.2445470870400355, "eval_logits/rejected": -1.159552092885801, "eval_logps/chosen": -67.97919230694538, "eval_logps/rejected": -326.7502327232094, "eval_loss": 6.49735875413171e-06, "eval_mean_token_accuracy": 0.6639414579718264, "eval_num_tokens": 8285684.0, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.317206760803303, "eval_rewards/margins": 19.48724203843337, "eval_rewards/rejected": -15.17003523553168, "eval_runtime": 39.451, "eval_samples_per_second": 7.224, "eval_steps_per_second": 3.625, "step": 900 } ], "logging_steps": 10, "max_steps": 1013, "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": false }, "attributes": {} } }, "total_flos": 4.3836356641429094e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }