{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 14.79466271312083, "eval_steps": 1000, "global_step": 5000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07412898443291327, "grad_norm": 11.929125785827637, "learning_rate": 4.4e-07, "loss": 1.6381, "step": 25 }, { "epoch": 0.14825796886582654, "grad_norm": 8.018507957458496, "learning_rate": 9.400000000000001e-07, "loss": 1.3896, "step": 50 }, { "epoch": 0.2223869532987398, "grad_norm": 6.990742206573486, "learning_rate": 1.44e-06, "loss": 1.2335, "step": 75 }, { "epoch": 0.2965159377316531, "grad_norm": 7.199395656585693, "learning_rate": 1.94e-06, "loss": 1.0625, "step": 100 }, { "epoch": 0.37064492216456635, "grad_norm": 5.8580546379089355, "learning_rate": 2.4400000000000004e-06, "loss": 0.9354, "step": 125 }, { "epoch": 0.4447739065974796, "grad_norm": 6.414823055267334, "learning_rate": 2.9400000000000002e-06, "loss": 0.8125, "step": 150 }, { "epoch": 0.5189028910303929, "grad_norm": 6.512091159820557, "learning_rate": 3.44e-06, "loss": 0.7764, "step": 175 }, { "epoch": 0.5930318754633062, "grad_norm": 6.021186351776123, "learning_rate": 3.94e-06, "loss": 0.7381, "step": 200 }, { "epoch": 0.6671608598962194, "grad_norm": 5.814141273498535, "learning_rate": 4.440000000000001e-06, "loss": 0.6923, "step": 225 }, { "epoch": 0.7412898443291327, "grad_norm": 5.2472968101501465, "learning_rate": 4.94e-06, "loss": 0.6586, "step": 250 }, { "epoch": 0.815418828762046, "grad_norm": 5.4379401206970215, "learning_rate": 5.4400000000000004e-06, "loss": 0.6041, "step": 275 }, { "epoch": 0.8895478131949592, "grad_norm": 5.554481029510498, "learning_rate": 5.94e-06, "loss": 0.5964, "step": 300 }, { "epoch": 0.9636767976278725, "grad_norm": 6.5946502685546875, "learning_rate": 6.440000000000001e-06, "loss": 0.5586, "step": 325 }, { "epoch": 1.0355819125277983, "grad_norm": 4.164698600769043, "learning_rate": 6.9400000000000005e-06, "loss": 0.4838, "step": 350 }, { "epoch": 1.1097108969607117, "grad_norm": 6.609652519226074, "learning_rate": 7.440000000000001e-06, "loss": 0.4744, "step": 375 }, { "epoch": 1.1838398813936248, "grad_norm": 4.401813507080078, "learning_rate": 7.94e-06, "loss": 0.4447, "step": 400 }, { "epoch": 1.2579688658265382, "grad_norm": 4.387920379638672, "learning_rate": 8.44e-06, "loss": 0.4425, "step": 425 }, { "epoch": 1.3320978502594514, "grad_norm": 4.439324855804443, "learning_rate": 8.94e-06, "loss": 0.3978, "step": 450 }, { "epoch": 1.4062268346923648, "grad_norm": 4.0201826095581055, "learning_rate": 9.440000000000001e-06, "loss": 0.4059, "step": 475 }, { "epoch": 1.480355819125278, "grad_norm": 4.707728385925293, "learning_rate": 9.940000000000001e-06, "loss": 0.3959, "step": 500 }, { "epoch": 1.5544848035581913, "grad_norm": 4.224379062652588, "learning_rate": 9.951111111111111e-06, "loss": 0.3747, "step": 525 }, { "epoch": 1.6286137879911045, "grad_norm": 4.27752161026001, "learning_rate": 9.895555555555557e-06, "loss": 0.3749, "step": 550 }, { "epoch": 1.7027427724240178, "grad_norm": 4.656911373138428, "learning_rate": 9.84e-06, "loss": 0.3667, "step": 575 }, { "epoch": 1.7768717568569312, "grad_norm": 4.724191188812256, "learning_rate": 9.784444444444445e-06, "loss": 0.3474, "step": 600 }, { "epoch": 1.8510007412898444, "grad_norm": 4.367356300354004, "learning_rate": 9.72888888888889e-06, "loss": 0.3445, "step": 625 }, { "epoch": 1.9251297257227575, "grad_norm": 4.204794406890869, "learning_rate": 9.673333333333334e-06, "loss": 0.3353, "step": 650 }, { "epoch": 1.999258710155671, "grad_norm": 3.796111583709717, "learning_rate": 9.617777777777778e-06, "loss": 0.3136, "step": 675 }, { "epoch": 2.0711638250555966, "grad_norm": 3.014369249343872, "learning_rate": 9.562222222222223e-06, "loss": 0.2109, "step": 700 }, { "epoch": 2.14529280948851, "grad_norm": 3.4962964057922363, "learning_rate": 9.506666666666667e-06, "loss": 0.2112, "step": 725 }, { "epoch": 2.2194217939214234, "grad_norm": 3.688762903213501, "learning_rate": 9.451111111111112e-06, "loss": 0.2122, "step": 750 }, { "epoch": 2.2935507783543367, "grad_norm": 4.557786464691162, "learning_rate": 9.395555555555556e-06, "loss": 0.2107, "step": 775 }, { "epoch": 2.3676797627872497, "grad_norm": 3.3230926990509033, "learning_rate": 9.340000000000002e-06, "loss": 0.2115, "step": 800 }, { "epoch": 2.441808747220163, "grad_norm": 3.251685380935669, "learning_rate": 9.284444444444444e-06, "loss": 0.2021, "step": 825 }, { "epoch": 2.5159377316530764, "grad_norm": 3.852593421936035, "learning_rate": 9.22888888888889e-06, "loss": 0.1999, "step": 850 }, { "epoch": 2.59006671608599, "grad_norm": 3.0748980045318604, "learning_rate": 9.173333333333334e-06, "loss": 0.1936, "step": 875 }, { "epoch": 2.6641957005189028, "grad_norm": 2.834657907485962, "learning_rate": 9.117777777777778e-06, "loss": 0.2031, "step": 900 }, { "epoch": 2.738324684951816, "grad_norm": 2.9382002353668213, "learning_rate": 9.062222222222224e-06, "loss": 0.199, "step": 925 }, { "epoch": 2.8124536693847295, "grad_norm": 2.9481730461120605, "learning_rate": 9.006666666666666e-06, "loss": 0.1867, "step": 950 }, { "epoch": 2.8865826538176425, "grad_norm": 3.9300479888916016, "learning_rate": 8.951111111111112e-06, "loss": 0.203, "step": 975 }, { "epoch": 2.960711638250556, "grad_norm": 3.3928661346435547, "learning_rate": 8.895555555555556e-06, "loss": 0.2023, "step": 1000 }, { "epoch": 2.960711638250556, "eval_loss": 0.3293725550174713, "eval_runtime": 936.3299, "eval_samples_per_second": 3.081, "eval_steps_per_second": 0.386, "eval_wer": 0.18741347189225221, "step": 1000 }, { "epoch": 3.032616753150482, "grad_norm": 2.452481269836426, "learning_rate": 8.84e-06, "loss": 0.152, "step": 1025 }, { "epoch": 3.106745737583395, "grad_norm": 2.802464485168457, "learning_rate": 8.784444444444446e-06, "loss": 0.1076, "step": 1050 }, { "epoch": 3.1808747220163083, "grad_norm": 3.293215751647949, "learning_rate": 8.72888888888889e-06, "loss": 0.1114, "step": 1075 }, { "epoch": 3.2550037064492217, "grad_norm": 2.4673008918762207, "learning_rate": 8.673333333333334e-06, "loss": 0.1075, "step": 1100 }, { "epoch": 3.329132690882135, "grad_norm": 2.8392369747161865, "learning_rate": 8.617777777777778e-06, "loss": 0.1112, "step": 1125 }, { "epoch": 3.403261675315048, "grad_norm": 2.4692773818969727, "learning_rate": 8.562222222222224e-06, "loss": 0.1109, "step": 1150 }, { "epoch": 3.4773906597479614, "grad_norm": 3.809983968734741, "learning_rate": 8.506666666666668e-06, "loss": 0.1173, "step": 1175 }, { "epoch": 3.5515196441808747, "grad_norm": 2.7140321731567383, "learning_rate": 8.451111111111112e-06, "loss": 0.1131, "step": 1200 }, { "epoch": 3.625648628613788, "grad_norm": 2.5393877029418945, "learning_rate": 8.395555555555557e-06, "loss": 0.1077, "step": 1225 }, { "epoch": 3.6997776130467015, "grad_norm": 2.905407667160034, "learning_rate": 8.34e-06, "loss": 0.1054, "step": 1250 }, { "epoch": 3.7739065974796144, "grad_norm": 2.8358991146087646, "learning_rate": 8.284444444444446e-06, "loss": 0.1073, "step": 1275 }, { "epoch": 3.848035581912528, "grad_norm": 2.4956672191619873, "learning_rate": 8.22888888888889e-06, "loss": 0.1052, "step": 1300 }, { "epoch": 3.922164566345441, "grad_norm": 3.1253950595855713, "learning_rate": 8.173333333333334e-06, "loss": 0.1064, "step": 1325 }, { "epoch": 3.996293550778354, "grad_norm": 3.244260549545288, "learning_rate": 8.11777777777778e-06, "loss": 0.0973, "step": 1350 }, { "epoch": 4.06819866567828, "grad_norm": 1.2010555267333984, "learning_rate": 8.062222222222222e-06, "loss": 0.0602, "step": 1375 }, { "epoch": 4.142327650111193, "grad_norm": 1.965174913406372, "learning_rate": 8.006666666666667e-06, "loss": 0.0607, "step": 1400 }, { "epoch": 4.216456634544107, "grad_norm": 1.7773408889770508, "learning_rate": 7.951111111111111e-06, "loss": 0.0539, "step": 1425 }, { "epoch": 4.29058561897702, "grad_norm": 2.6301095485687256, "learning_rate": 7.895555555555557e-06, "loss": 0.0606, "step": 1450 }, { "epoch": 4.364714603409933, "grad_norm": 1.90291428565979, "learning_rate": 7.840000000000001e-06, "loss": 0.0584, "step": 1475 }, { "epoch": 4.438843587842847, "grad_norm": 2.0360007286071777, "learning_rate": 7.784444444444445e-06, "loss": 0.0553, "step": 1500 }, { "epoch": 4.51297257227576, "grad_norm": 2.2208218574523926, "learning_rate": 7.72888888888889e-06, "loss": 0.0656, "step": 1525 }, { "epoch": 4.5871015567086735, "grad_norm": 1.9523277282714844, "learning_rate": 7.673333333333333e-06, "loss": 0.0537, "step": 1550 }, { "epoch": 4.661230541141586, "grad_norm": 1.7108356952667236, "learning_rate": 7.617777777777778e-06, "loss": 0.0575, "step": 1575 }, { "epoch": 4.735359525574499, "grad_norm": 1.8699008226394653, "learning_rate": 7.562222222222223e-06, "loss": 0.0548, "step": 1600 }, { "epoch": 4.809488510007413, "grad_norm": 2.0190742015838623, "learning_rate": 7.506666666666668e-06, "loss": 0.0548, "step": 1625 }, { "epoch": 4.883617494440326, "grad_norm": 1.592809796333313, "learning_rate": 7.451111111111111e-06, "loss": 0.0536, "step": 1650 }, { "epoch": 4.957746478873239, "grad_norm": 1.7714742422103882, "learning_rate": 7.395555555555556e-06, "loss": 0.0522, "step": 1675 }, { "epoch": 5.029651593773165, "grad_norm": 0.9238072037696838, "learning_rate": 7.340000000000001e-06, "loss": 0.0427, "step": 1700 }, { "epoch": 5.103780578206079, "grad_norm": 1.1125034093856812, "learning_rate": 7.284444444444445e-06, "loss": 0.0269, "step": 1725 }, { "epoch": 5.177909562638992, "grad_norm": 1.247423768043518, "learning_rate": 7.22888888888889e-06, "loss": 0.0257, "step": 1750 }, { "epoch": 5.252038547071905, "grad_norm": 1.1966558694839478, "learning_rate": 7.173333333333335e-06, "loss": 0.029, "step": 1775 }, { "epoch": 5.326167531504819, "grad_norm": 0.9568462371826172, "learning_rate": 7.117777777777778e-06, "loss": 0.0294, "step": 1800 }, { "epoch": 5.400296515937732, "grad_norm": 1.0882899761199951, "learning_rate": 7.062222222222223e-06, "loss": 0.028, "step": 1825 }, { "epoch": 5.474425500370645, "grad_norm": 1.1803560256958008, "learning_rate": 7.006666666666667e-06, "loss": 0.0295, "step": 1850 }, { "epoch": 5.548554484803558, "grad_norm": 1.2876580953598022, "learning_rate": 6.951111111111112e-06, "loss": 0.0334, "step": 1875 }, { "epoch": 5.622683469236471, "grad_norm": 1.7007198333740234, "learning_rate": 6.8955555555555565e-06, "loss": 0.0294, "step": 1900 }, { "epoch": 5.696812453669384, "grad_norm": 0.9945253729820251, "learning_rate": 6.8400000000000014e-06, "loss": 0.0287, "step": 1925 }, { "epoch": 5.770941438102298, "grad_norm": 1.3555738925933838, "learning_rate": 6.784444444444445e-06, "loss": 0.0278, "step": 1950 }, { "epoch": 5.845070422535211, "grad_norm": 1.6404248476028442, "learning_rate": 6.7288888888888895e-06, "loss": 0.027, "step": 1975 }, { "epoch": 5.919199406968125, "grad_norm": 1.1645821332931519, "learning_rate": 6.6733333333333335e-06, "loss": 0.0309, "step": 2000 }, { "epoch": 5.919199406968125, "eval_loss": 0.3413762152194977, "eval_runtime": 911.1637, "eval_samples_per_second": 3.166, "eval_steps_per_second": 0.396, "eval_wer": 0.17174013365922025, "step": 2000 }, { "epoch": 5.993328391401038, "grad_norm": 1.239682674407959, "learning_rate": 6.617777777777778e-06, "loss": 0.0246, "step": 2025 }, { "epoch": 6.065233506300964, "grad_norm": 0.5780806541442871, "learning_rate": 6.562222222222223e-06, "loss": 0.0158, "step": 2050 }, { "epoch": 6.139362490733877, "grad_norm": 0.7804180383682251, "learning_rate": 6.5066666666666665e-06, "loss": 0.0149, "step": 2075 }, { "epoch": 6.21349147516679, "grad_norm": 1.2513881921768188, "learning_rate": 6.451111111111111e-06, "loss": 0.0186, "step": 2100 }, { "epoch": 6.287620459599704, "grad_norm": 1.0758005380630493, "learning_rate": 6.395555555555556e-06, "loss": 0.0176, "step": 2125 }, { "epoch": 6.3617494440326166, "grad_norm": 1.6794716119766235, "learning_rate": 6.34e-06, "loss": 0.0166, "step": 2150 }, { "epoch": 6.43587842846553, "grad_norm": 0.4483010768890381, "learning_rate": 6.284444444444445e-06, "loss": 0.0116, "step": 2175 }, { "epoch": 6.510007412898443, "grad_norm": 0.6224784255027771, "learning_rate": 6.22888888888889e-06, "loss": 0.0122, "step": 2200 }, { "epoch": 6.584136397331356, "grad_norm": 0.5704225897789001, "learning_rate": 6.173333333333333e-06, "loss": 0.0138, "step": 2225 }, { "epoch": 6.65826538176427, "grad_norm": 0.976425051689148, "learning_rate": 6.117777777777778e-06, "loss": 0.0142, "step": 2250 }, { "epoch": 6.732394366197183, "grad_norm": 1.829641580581665, "learning_rate": 6.062222222222223e-06, "loss": 0.0139, "step": 2275 }, { "epoch": 6.806523350630096, "grad_norm": 0.645282506942749, "learning_rate": 6.006666666666667e-06, "loss": 0.0154, "step": 2300 }, { "epoch": 6.88065233506301, "grad_norm": 0.9580066204071045, "learning_rate": 5.951111111111112e-06, "loss": 0.0119, "step": 2325 }, { "epoch": 6.954781319495923, "grad_norm": 1.3833215236663818, "learning_rate": 5.895555555555557e-06, "loss": 0.0163, "step": 2350 }, { "epoch": 7.026686434395849, "grad_norm": 0.3075716495513916, "learning_rate": 5.84e-06, "loss": 0.0115, "step": 2375 }, { "epoch": 7.100815418828762, "grad_norm": 1.460079312324524, "learning_rate": 5.784444444444445e-06, "loss": 0.0098, "step": 2400 }, { "epoch": 7.174944403261676, "grad_norm": 0.24449419975280762, "learning_rate": 5.72888888888889e-06, "loss": 0.0082, "step": 2425 }, { "epoch": 7.2490733876945885, "grad_norm": 0.4475979208946228, "learning_rate": 5.673333333333334e-06, "loss": 0.008, "step": 2450 }, { "epoch": 7.3232023721275015, "grad_norm": 0.9485690593719482, "learning_rate": 5.617777777777779e-06, "loss": 0.0086, "step": 2475 }, { "epoch": 7.397331356560415, "grad_norm": 0.4818005859851837, "learning_rate": 5.562222222222222e-06, "loss": 0.0079, "step": 2500 }, { "epoch": 7.471460340993328, "grad_norm": 0.2728360891342163, "learning_rate": 5.506666666666667e-06, "loss": 0.0071, "step": 2525 }, { "epoch": 7.545589325426242, "grad_norm": 0.36738815903663635, "learning_rate": 5.451111111111112e-06, "loss": 0.0071, "step": 2550 }, { "epoch": 7.619718309859155, "grad_norm": 0.5995059609413147, "learning_rate": 5.3955555555555565e-06, "loss": 0.0071, "step": 2575 }, { "epoch": 7.693847294292068, "grad_norm": 0.6667615175247192, "learning_rate": 5.3400000000000005e-06, "loss": 0.0071, "step": 2600 }, { "epoch": 7.767976278724982, "grad_norm": 0.9709383845329285, "learning_rate": 5.2844444444444454e-06, "loss": 0.0077, "step": 2625 }, { "epoch": 7.842105263157895, "grad_norm": 0.9174025058746338, "learning_rate": 5.228888888888889e-06, "loss": 0.0064, "step": 2650 }, { "epoch": 7.916234247590808, "grad_norm": 0.4343569576740265, "learning_rate": 5.1733333333333335e-06, "loss": 0.006, "step": 2675 }, { "epoch": 7.9903632320237215, "grad_norm": 1.9002019166946411, "learning_rate": 5.117777777777778e-06, "loss": 0.0071, "step": 2700 }, { "epoch": 8.062268346923647, "grad_norm": 0.3372269570827484, "learning_rate": 5.062222222222222e-06, "loss": 0.005, "step": 2725 }, { "epoch": 8.13639733135656, "grad_norm": 0.8460608720779419, "learning_rate": 5.006666666666667e-06, "loss": 0.005, "step": 2750 }, { "epoch": 8.210526315789474, "grad_norm": 0.24673226475715637, "learning_rate": 4.951111111111111e-06, "loss": 0.0066, "step": 2775 }, { "epoch": 8.284655300222386, "grad_norm": 0.20106859505176544, "learning_rate": 4.895555555555556e-06, "loss": 0.0037, "step": 2800 }, { "epoch": 8.3587842846553, "grad_norm": 0.1510283499956131, "learning_rate": 4.84e-06, "loss": 0.0044, "step": 2825 }, { "epoch": 8.432913269088214, "grad_norm": 0.7809015512466431, "learning_rate": 4.784444444444445e-06, "loss": 0.0041, "step": 2850 }, { "epoch": 8.507042253521126, "grad_norm": 0.3642624318599701, "learning_rate": 4.728888888888889e-06, "loss": 0.0048, "step": 2875 }, { "epoch": 8.58117123795404, "grad_norm": 0.20495444536209106, "learning_rate": 4.673333333333333e-06, "loss": 0.0036, "step": 2900 }, { "epoch": 8.655300222386954, "grad_norm": 0.14625044167041779, "learning_rate": 4.617777777777778e-06, "loss": 0.0041, "step": 2925 }, { "epoch": 8.729429206819866, "grad_norm": 0.1600050926208496, "learning_rate": 4.562222222222222e-06, "loss": 0.0044, "step": 2950 }, { "epoch": 8.80355819125278, "grad_norm": 1.0638575553894043, "learning_rate": 4.506666666666667e-06, "loss": 0.0036, "step": 2975 }, { "epoch": 8.877687175685693, "grad_norm": 0.16608619689941406, "learning_rate": 4.451111111111112e-06, "loss": 0.0037, "step": 3000 }, { "epoch": 8.877687175685693, "eval_loss": 0.37816545367240906, "eval_runtime": 954.3156, "eval_samples_per_second": 3.023, "eval_steps_per_second": 0.378, "eval_wer": 0.17080007520467635, "step": 3000 }, { "epoch": 8.951816160118607, "grad_norm": 0.13698986172676086, "learning_rate": 4.395555555555556e-06, "loss": 0.0043, "step": 3025 }, { "epoch": 9.023721275018532, "grad_norm": 0.15848596394062042, "learning_rate": 4.34e-06, "loss": 0.0044, "step": 3050 }, { "epoch": 9.097850259451446, "grad_norm": 0.12134752422571182, "learning_rate": 4.284444444444445e-06, "loss": 0.0031, "step": 3075 }, { "epoch": 9.171979243884358, "grad_norm": 0.13019242882728577, "learning_rate": 4.228888888888889e-06, "loss": 0.0027, "step": 3100 }, { "epoch": 9.246108228317272, "grad_norm": 0.19179771840572357, "learning_rate": 4.173333333333334e-06, "loss": 0.0028, "step": 3125 }, { "epoch": 9.320237212750186, "grad_norm": 0.20711077749729156, "learning_rate": 4.117777777777779e-06, "loss": 0.0027, "step": 3150 }, { "epoch": 9.394366197183098, "grad_norm": 0.09309308230876923, "learning_rate": 4.062222222222223e-06, "loss": 0.0026, "step": 3175 }, { "epoch": 9.468495181616012, "grad_norm": 0.09770819544792175, "learning_rate": 4.006666666666667e-06, "loss": 0.0035, "step": 3200 }, { "epoch": 9.542624166048926, "grad_norm": 0.1151503324508667, "learning_rate": 3.951111111111112e-06, "loss": 0.0027, "step": 3225 }, { "epoch": 9.616753150481838, "grad_norm": 0.1251019835472107, "learning_rate": 3.895555555555556e-06, "loss": 0.0029, "step": 3250 }, { "epoch": 9.690882134914752, "grad_norm": 0.10979008674621582, "learning_rate": 3.8400000000000005e-06, "loss": 0.0027, "step": 3275 }, { "epoch": 9.765011119347665, "grad_norm": 0.12528590857982635, "learning_rate": 3.784444444444445e-06, "loss": 0.0037, "step": 3300 }, { "epoch": 9.839140103780577, "grad_norm": 0.12703803181648254, "learning_rate": 3.728888888888889e-06, "loss": 0.0026, "step": 3325 }, { "epoch": 9.913269088213491, "grad_norm": 0.10044371336698532, "learning_rate": 3.673333333333334e-06, "loss": 0.003, "step": 3350 }, { "epoch": 9.987398072646405, "grad_norm": 0.3393096625804901, "learning_rate": 3.617777777777778e-06, "loss": 0.0032, "step": 3375 }, { "epoch": 10.05930318754633, "grad_norm": 0.08865969628095627, "learning_rate": 3.5622222222222224e-06, "loss": 0.0034, "step": 3400 }, { "epoch": 10.133432171979244, "grad_norm": 0.07572653144598007, "learning_rate": 3.5066666666666673e-06, "loss": 0.0023, "step": 3425 }, { "epoch": 10.207561156412158, "grad_norm": 0.08611512184143066, "learning_rate": 3.4511111111111113e-06, "loss": 0.0021, "step": 3450 }, { "epoch": 10.28169014084507, "grad_norm": 0.09255647659301758, "learning_rate": 3.3955555555555558e-06, "loss": 0.0021, "step": 3475 }, { "epoch": 10.355819125277984, "grad_norm": 0.09140720963478088, "learning_rate": 3.3400000000000006e-06, "loss": 0.0021, "step": 3500 }, { "epoch": 10.429948109710898, "grad_norm": 0.08117499947547913, "learning_rate": 3.2844444444444447e-06, "loss": 0.002, "step": 3525 }, { "epoch": 10.50407709414381, "grad_norm": 0.07924593240022659, "learning_rate": 3.228888888888889e-06, "loss": 0.0021, "step": 3550 }, { "epoch": 10.578206078576724, "grad_norm": 0.09375474601984024, "learning_rate": 3.173333333333334e-06, "loss": 0.0023, "step": 3575 }, { "epoch": 10.652335063009637, "grad_norm": 0.08366698771715164, "learning_rate": 3.117777777777778e-06, "loss": 0.0022, "step": 3600 }, { "epoch": 10.72646404744255, "grad_norm": 0.09042704850435257, "learning_rate": 3.0622222222222225e-06, "loss": 0.0023, "step": 3625 }, { "epoch": 10.800593031875463, "grad_norm": 0.07148691266775131, "learning_rate": 3.0066666666666674e-06, "loss": 0.002, "step": 3650 }, { "epoch": 10.874722016308377, "grad_norm": 0.3031787574291229, "learning_rate": 2.9511111111111114e-06, "loss": 0.0022, "step": 3675 }, { "epoch": 10.94885100074129, "grad_norm": 0.09258675575256348, "learning_rate": 2.895555555555556e-06, "loss": 0.002, "step": 3700 }, { "epoch": 11.020756115641216, "grad_norm": 0.06253425031900406, "learning_rate": 2.84e-06, "loss": 0.002, "step": 3725 }, { "epoch": 11.094885100074128, "grad_norm": 0.057923316955566406, "learning_rate": 2.784444444444445e-06, "loss": 0.0017, "step": 3750 }, { "epoch": 11.169014084507042, "grad_norm": 0.06114868074655533, "learning_rate": 2.7288888888888893e-06, "loss": 0.0018, "step": 3775 }, { "epoch": 11.243143068939956, "grad_norm": 0.061181288212537766, "learning_rate": 2.6733333333333333e-06, "loss": 0.0017, "step": 3800 }, { "epoch": 11.317272053372868, "grad_norm": 0.06324835866689682, "learning_rate": 2.617777777777778e-06, "loss": 0.0018, "step": 3825 }, { "epoch": 11.391401037805782, "grad_norm": 0.07077573984861374, "learning_rate": 2.5622222222222226e-06, "loss": 0.0019, "step": 3850 }, { "epoch": 11.465530022238696, "grad_norm": 0.065274178981781, "learning_rate": 2.5066666666666667e-06, "loss": 0.0019, "step": 3875 }, { "epoch": 11.53965900667161, "grad_norm": 0.08122989535331726, "learning_rate": 2.451111111111111e-06, "loss": 0.0019, "step": 3900 }, { "epoch": 11.613787991104521, "grad_norm": 0.06203175708651543, "learning_rate": 2.3955555555555556e-06, "loss": 0.0018, "step": 3925 }, { "epoch": 11.687916975537435, "grad_norm": 0.08688808977603912, "learning_rate": 2.3400000000000005e-06, "loss": 0.0018, "step": 3950 }, { "epoch": 11.762045959970349, "grad_norm": 0.06490565836429596, "learning_rate": 2.2844444444444445e-06, "loss": 0.0017, "step": 3975 }, { "epoch": 11.836174944403261, "grad_norm": 0.06775514036417007, "learning_rate": 2.228888888888889e-06, "loss": 0.0018, "step": 4000 }, { "epoch": 11.836174944403261, "eval_loss": 0.39641496539115906, "eval_runtime": 944.1469, "eval_samples_per_second": 3.056, "eval_steps_per_second": 0.382, "eval_wer": 0.16803117575674706, "step": 4000 }, { "epoch": 11.910303928836175, "grad_norm": 0.06309942156076431, "learning_rate": 2.1733333333333334e-06, "loss": 0.0017, "step": 4025 }, { "epoch": 11.984432913269089, "grad_norm": 0.061430562287569046, "learning_rate": 2.117777777777778e-06, "loss": 0.0017, "step": 4050 }, { "epoch": 12.056338028169014, "grad_norm": 0.05334235355257988, "learning_rate": 2.0622222222222223e-06, "loss": 0.0016, "step": 4075 }, { "epoch": 12.130467012601928, "grad_norm": 0.057459134608507156, "learning_rate": 2.006666666666667e-06, "loss": 0.0016, "step": 4100 }, { "epoch": 12.20459599703484, "grad_norm": 0.047365590929985046, "learning_rate": 1.9511111111111113e-06, "loss": 0.0017, "step": 4125 }, { "epoch": 12.278724981467754, "grad_norm": 0.056059811264276505, "learning_rate": 1.8955555555555557e-06, "loss": 0.0015, "step": 4150 }, { "epoch": 12.352853965900668, "grad_norm": 0.062216296792030334, "learning_rate": 1.8400000000000002e-06, "loss": 0.0016, "step": 4175 }, { "epoch": 12.42698295033358, "grad_norm": 0.055066876113414764, "learning_rate": 1.7844444444444444e-06, "loss": 0.0015, "step": 4200 }, { "epoch": 12.501111934766493, "grad_norm": 0.06531412899494171, "learning_rate": 1.728888888888889e-06, "loss": 0.0015, "step": 4225 }, { "epoch": 12.575240919199407, "grad_norm": 0.04836783558130264, "learning_rate": 1.6733333333333335e-06, "loss": 0.0016, "step": 4250 }, { "epoch": 12.649369903632321, "grad_norm": 0.050022318959236145, "learning_rate": 1.6177777777777778e-06, "loss": 0.0016, "step": 4275 }, { "epoch": 12.723498888065233, "grad_norm": 0.05791894719004631, "learning_rate": 1.5622222222222225e-06, "loss": 0.0015, "step": 4300 }, { "epoch": 12.797627872498147, "grad_norm": 0.050857629626989365, "learning_rate": 1.506666666666667e-06, "loss": 0.0016, "step": 4325 }, { "epoch": 12.87175685693106, "grad_norm": 0.05395572632551193, "learning_rate": 1.4511111111111112e-06, "loss": 0.0016, "step": 4350 }, { "epoch": 12.945885841363973, "grad_norm": 0.06613746285438538, "learning_rate": 1.3955555555555556e-06, "loss": 0.0015, "step": 4375 }, { "epoch": 13.0177909562639, "grad_norm": 0.048592809587717056, "learning_rate": 1.34e-06, "loss": 0.0014, "step": 4400 }, { "epoch": 13.091919940696812, "grad_norm": 0.055479902774095535, "learning_rate": 1.2844444444444445e-06, "loss": 0.0014, "step": 4425 }, { "epoch": 13.166048925129726, "grad_norm": 0.045032110065221786, "learning_rate": 1.228888888888889e-06, "loss": 0.0014, "step": 4450 }, { "epoch": 13.24017790956264, "grad_norm": 0.06555484235286713, "learning_rate": 1.1733333333333335e-06, "loss": 0.0014, "step": 4475 }, { "epoch": 13.314306893995552, "grad_norm": 0.048962488770484924, "learning_rate": 1.117777777777778e-06, "loss": 0.0014, "step": 4500 }, { "epoch": 13.388435878428465, "grad_norm": 0.047078557312488556, "learning_rate": 1.0622222222222222e-06, "loss": 0.0014, "step": 4525 }, { "epoch": 13.46256486286138, "grad_norm": 0.050719983875751495, "learning_rate": 1.0066666666666668e-06, "loss": 0.0014, "step": 4550 }, { "epoch": 13.536693847294291, "grad_norm": 0.060897134244441986, "learning_rate": 9.511111111111111e-07, "loss": 0.0014, "step": 4575 }, { "epoch": 13.610822831727205, "grad_norm": 0.0608171783387661, "learning_rate": 8.955555555555557e-07, "loss": 0.0016, "step": 4600 }, { "epoch": 13.684951816160119, "grad_norm": 0.050377678126096725, "learning_rate": 8.400000000000001e-07, "loss": 0.0014, "step": 4625 }, { "epoch": 13.759080800593033, "grad_norm": 0.04982956126332283, "learning_rate": 7.844444444444445e-07, "loss": 0.0013, "step": 4650 }, { "epoch": 13.833209785025945, "grad_norm": 0.049559298902750015, "learning_rate": 7.28888888888889e-07, "loss": 0.0014, "step": 4675 }, { "epoch": 13.907338769458859, "grad_norm": 0.045101020485162735, "learning_rate": 6.733333333333334e-07, "loss": 0.0014, "step": 4700 }, { "epoch": 13.981467753891772, "grad_norm": 0.04930800572037697, "learning_rate": 6.177777777777778e-07, "loss": 0.0014, "step": 4725 }, { "epoch": 14.053372868791698, "grad_norm": 0.046362608671188354, "learning_rate": 5.622222222222223e-07, "loss": 0.0013, "step": 4750 }, { "epoch": 14.127501853224611, "grad_norm": 0.05173536762595177, "learning_rate": 5.066666666666667e-07, "loss": 0.0015, "step": 4775 }, { "epoch": 14.201630837657524, "grad_norm": 0.045450981706380844, "learning_rate": 4.511111111111111e-07, "loss": 0.0013, "step": 4800 }, { "epoch": 14.275759822090437, "grad_norm": 0.04437384009361267, "learning_rate": 3.9555555555555557e-07, "loss": 0.0013, "step": 4825 }, { "epoch": 14.349888806523351, "grad_norm": 0.048076264560222626, "learning_rate": 3.4000000000000003e-07, "loss": 0.0013, "step": 4850 }, { "epoch": 14.424017790956263, "grad_norm": 0.047441426664590836, "learning_rate": 2.844444444444445e-07, "loss": 0.0014, "step": 4875 }, { "epoch": 14.498146775389177, "grad_norm": 0.04609740898013115, "learning_rate": 2.2888888888888892e-07, "loss": 0.0013, "step": 4900 }, { "epoch": 14.572275759822091, "grad_norm": 0.05346500128507614, "learning_rate": 1.7333333333333335e-07, "loss": 0.0013, "step": 4925 }, { "epoch": 14.646404744255003, "grad_norm": 0.04578370600938797, "learning_rate": 1.1777777777777778e-07, "loss": 0.0013, "step": 4950 }, { "epoch": 14.720533728687917, "grad_norm": 0.045380473136901855, "learning_rate": 6.222222222222223e-08, "loss": 0.0014, "step": 4975 }, { "epoch": 14.79466271312083, "grad_norm": 0.04897478222846985, "learning_rate": 6.666666666666667e-09, "loss": 0.0013, "step": 5000 }, { "epoch": 14.79466271312083, "eval_loss": 0.4044080376625061, "eval_runtime": 939.8085, "eval_samples_per_second": 3.07, "eval_steps_per_second": 0.384, "eval_wer": 0.1675184165997231, "step": 5000 }, { "epoch": 14.79466271312083, "step": 5000, "total_flos": 4.607669973179538e+19, "train_loss": 0.11535389684215187, "train_runtime": 25285.0125, "train_samples_per_second": 6.328, "train_steps_per_second": 0.198 } ], "logging_steps": 25, "max_steps": 5000, "num_input_tokens_seen": 0, "num_train_epochs": 15, "save_steps": 1000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4.607669973179538e+19, "train_batch_size": 4, "trial_name": null, "trial_params": null }