{ "best_metric": null, "best_model_checkpoint": null, "epoch": 20.0, "eval_steps": 500, "global_step": 372020, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05, "learning_rate": 9.375e-06, "loss": 6.8474, "step": 1000 }, { "epoch": 0.11, "learning_rate": 1.875e-05, "loss": 5.3572, "step": 2000 }, { "epoch": 0.16, "learning_rate": 2.8125e-05, "loss": 5.0383, "step": 3000 }, { "epoch": 0.22, "learning_rate": 3.75e-05, "loss": 4.8113, "step": 4000 }, { "epoch": 0.27, "learning_rate": 4.6874999999999994e-05, "loss": 4.6399, "step": 5000 }, { "epoch": 0.32, "learning_rate": 5.625e-05, "loss": 4.5038, "step": 6000 }, { "epoch": 0.38, "learning_rate": 6.5625e-05, "loss": 4.3831, "step": 7000 }, { "epoch": 0.43, "learning_rate": 7.5e-05, "loss": 4.2865, "step": 8000 }, { "epoch": 0.48, "learning_rate": 8.437499999999999e-05, "loss": 4.1961, "step": 9000 }, { "epoch": 0.54, "learning_rate": 9.374999999999999e-05, "loss": 4.1295, "step": 10000 }, { "epoch": 0.59, "learning_rate": 0.000103115625, "loss": 4.057, "step": 11000 }, { "epoch": 0.65, "learning_rate": 0.000112490625, "loss": 3.9959, "step": 12000 }, { "epoch": 0.7, "learning_rate": 0.000121865625, "loss": 3.9361, "step": 13000 }, { "epoch": 0.75, "learning_rate": 0.000131221875, "loss": 3.8845, "step": 14000 }, { "epoch": 0.81, "learning_rate": 0.000140596875, "loss": 3.844, "step": 15000 }, { "epoch": 0.86, "learning_rate": 0.0001499625, "loss": 3.8116, "step": 16000 }, { "epoch": 0.91, "learning_rate": 0.000159328125, "loss": 3.7724, "step": 17000 }, { "epoch": 0.97, "learning_rate": 0.000168703125, "loss": 3.7446, "step": 18000 }, { "epoch": 1.0, "eval_accuracy": 0.3461573860094159, "eval_loss": 3.9129602909088135, "eval_runtime": 148.9938, "eval_samples_per_second": 388.741, "eval_steps_per_second": 6.074, "step": 18601 }, { "epoch": 1.02, "learning_rate": 0.00017806875, "loss": 3.7109, "step": 19000 }, { "epoch": 1.08, "learning_rate": 0.00018744374999999999, "loss": 3.6733, "step": 20000 }, { "epoch": 1.13, "learning_rate": 0.00019680937499999996, "loss": 3.649, "step": 21000 }, { "epoch": 1.18, "learning_rate": 0.00020618437499999995, "loss": 3.6311, "step": 22000 }, { "epoch": 1.24, "learning_rate": 0.00021555937499999998, "loss": 3.6133, "step": 23000 }, { "epoch": 1.29, "learning_rate": 0.00022492499999999998, "loss": 3.6013, "step": 24000 }, { "epoch": 1.34, "learning_rate": 0.00023429999999999998, "loss": 3.5853, "step": 25000 }, { "epoch": 1.4, "learning_rate": 0.00024366562499999997, "loss": 3.5709, "step": 26000 }, { "epoch": 1.45, "learning_rate": 0.000253040625, "loss": 3.566, "step": 27000 }, { "epoch": 1.51, "learning_rate": 0.000262415625, "loss": 3.5454, "step": 28000 }, { "epoch": 1.56, "learning_rate": 0.000271790625, "loss": 3.5315, "step": 29000 }, { "epoch": 1.61, "learning_rate": 0.00028115624999999994, "loss": 3.5155, "step": 30000 }, { "epoch": 1.67, "learning_rate": 0.00029053124999999994, "loss": 3.5075, "step": 31000 }, { "epoch": 1.72, "learning_rate": 0.00029990624999999993, "loss": 3.499, "step": 32000 }, { "epoch": 1.77, "learning_rate": 0.00029912740427033704, "loss": 3.4882, "step": 33000 }, { "epoch": 1.83, "learning_rate": 0.00029824510322922176, "loss": 3.4677, "step": 34000 }, { "epoch": 1.88, "learning_rate": 0.00029736280218810654, "loss": 3.4639, "step": 35000 }, { "epoch": 1.94, "learning_rate": 0.0002964805011469913, "loss": 3.4498, "step": 36000 }, { "epoch": 1.99, "learning_rate": 0.0002955990824069172, "loss": 3.4295, "step": 37000 }, { "epoch": 2.0, "eval_accuracy": 0.37515525238085, "eval_loss": 3.6268346309661865, "eval_runtime": 150.4919, "eval_samples_per_second": 384.871, "eval_steps_per_second": 6.014, "step": 37202 }, { "epoch": 2.04, "learning_rate": 0.00029471678136580196, "loss": 3.3882, "step": 38000 }, { "epoch": 2.1, "learning_rate": 0.0002938353626257279, "loss": 3.3783, "step": 39000 }, { "epoch": 2.15, "learning_rate": 0.00029295306158461267, "loss": 3.3682, "step": 40000 }, { "epoch": 2.2, "learning_rate": 0.00029207076054349744, "loss": 3.3669, "step": 41000 }, { "epoch": 2.26, "learning_rate": 0.0002911893418034233, "loss": 3.3568, "step": 42000 }, { "epoch": 2.31, "learning_rate": 0.0002903070407623081, "loss": 3.3567, "step": 43000 }, { "epoch": 2.37, "learning_rate": 0.00028942562202223396, "loss": 3.3465, "step": 44000 }, { "epoch": 2.42, "learning_rate": 0.00028854332098111874, "loss": 3.3394, "step": 45000 }, { "epoch": 2.47, "learning_rate": 0.0002876610199400035, "loss": 3.3411, "step": 46000 }, { "epoch": 2.53, "learning_rate": 0.0002867787188988883, "loss": 3.3295, "step": 47000 }, { "epoch": 2.58, "learning_rate": 0.00028589730015881416, "loss": 3.3291, "step": 48000 }, { "epoch": 2.63, "learning_rate": 0.00028501588141874003, "loss": 3.3172, "step": 49000 }, { "epoch": 2.69, "learning_rate": 0.0002841335803776248, "loss": 3.3157, "step": 50000 }, { "epoch": 2.74, "learning_rate": 0.00028325216163755073, "loss": 3.3098, "step": 51000 }, { "epoch": 2.8, "learning_rate": 0.0002823698605964355, "loss": 3.3071, "step": 52000 }, { "epoch": 2.85, "learning_rate": 0.00028148755955532023, "loss": 3.2994, "step": 53000 }, { "epoch": 2.9, "learning_rate": 0.00028060614081524616, "loss": 3.2919, "step": 54000 }, { "epoch": 2.96, "learning_rate": 0.0002797238397741309, "loss": 3.2878, "step": 55000 }, { "epoch": 3.0, "eval_accuracy": 0.38779592675795943, "eval_loss": 3.5073165893554688, "eval_runtime": 150.2329, "eval_samples_per_second": 385.535, "eval_steps_per_second": 6.024, "step": 55803 }, { "epoch": 3.01, "learning_rate": 0.00027884153873301566, "loss": 3.278, "step": 56000 }, { "epoch": 3.06, "learning_rate": 0.0002779610022939827, "loss": 3.2281, "step": 57000 }, { "epoch": 3.12, "learning_rate": 0.00027707870125286745, "loss": 3.2237, "step": 58000 }, { "epoch": 3.17, "learning_rate": 0.0002761972825127933, "loss": 3.2292, "step": 59000 }, { "epoch": 3.23, "learning_rate": 0.0002753149814716781, "loss": 3.2293, "step": 60000 }, { "epoch": 3.28, "learning_rate": 0.0002744326804305629, "loss": 3.2232, "step": 61000 }, { "epoch": 3.33, "learning_rate": 0.00027355037938944765, "loss": 3.2279, "step": 62000 }, { "epoch": 3.39, "learning_rate": 0.00027266807834833243, "loss": 3.2248, "step": 63000 }, { "epoch": 3.44, "learning_rate": 0.0002717857773072172, "loss": 3.2182, "step": 64000 }, { "epoch": 3.49, "learning_rate": 0.00027090347626610193, "loss": 3.2216, "step": 65000 }, { "epoch": 3.55, "learning_rate": 0.00027002205752602786, "loss": 3.2212, "step": 66000 }, { "epoch": 3.6, "learning_rate": 0.0002691406387859537, "loss": 3.2125, "step": 67000 }, { "epoch": 3.66, "learning_rate": 0.0002682583377448385, "loss": 3.2149, "step": 68000 }, { "epoch": 3.71, "learning_rate": 0.0002673760367037233, "loss": 3.2145, "step": 69000 }, { "epoch": 3.76, "learning_rate": 0.00026649373566260806, "loss": 3.2114, "step": 70000 }, { "epoch": 3.82, "learning_rate": 0.00026561231692253393, "loss": 3.2074, "step": 71000 }, { "epoch": 3.87, "learning_rate": 0.0002647300158814187, "loss": 3.2033, "step": 72000 }, { "epoch": 3.92, "learning_rate": 0.00026384859714134463, "loss": 3.2111, "step": 73000 }, { "epoch": 3.98, "learning_rate": 0.00026296629610022935, "loss": 3.2031, "step": 74000 }, { "epoch": 4.0, "eval_accuracy": 0.39482574918846874, "eval_loss": 3.46301007270813, "eval_runtime": 149.3064, "eval_samples_per_second": 387.927, "eval_steps_per_second": 6.061, "step": 74404 }, { "epoch": 4.03, "learning_rate": 0.00026208399505911413, "loss": 3.16, "step": 75000 }, { "epoch": 4.09, "learning_rate": 0.0002612016940179989, "loss": 3.1399, "step": 76000 }, { "epoch": 4.14, "learning_rate": 0.00026032027527792483, "loss": 3.1365, "step": 77000 }, { "epoch": 4.19, "learning_rate": 0.0002594379742368096, "loss": 3.1442, "step": 78000 }, { "epoch": 4.25, "learning_rate": 0.0002585565554967355, "loss": 3.1495, "step": 79000 }, { "epoch": 4.3, "learning_rate": 0.00025767425445562026, "loss": 3.1482, "step": 80000 }, { "epoch": 4.35, "learning_rate": 0.000256791953414505, "loss": 3.1491, "step": 81000 }, { "epoch": 4.41, "learning_rate": 0.0002559105346744309, "loss": 3.1457, "step": 82000 }, { "epoch": 4.46, "learning_rate": 0.0002550291159343568, "loss": 3.1516, "step": 83000 }, { "epoch": 4.52, "learning_rate": 0.00025414681489324155, "loss": 3.1469, "step": 84000 }, { "epoch": 4.57, "learning_rate": 0.00025326451385212633, "loss": 3.1491, "step": 85000 }, { "epoch": 4.62, "learning_rate": 0.0002523822128110111, "loss": 3.1484, "step": 86000 }, { "epoch": 4.68, "learning_rate": 0.0002514999117698959, "loss": 3.1452, "step": 87000 }, { "epoch": 4.73, "learning_rate": 0.00025061849302982175, "loss": 3.1454, "step": 88000 }, { "epoch": 4.78, "learning_rate": 0.00024973619198870653, "loss": 3.1461, "step": 89000 }, { "epoch": 4.84, "learning_rate": 0.0002488547732486324, "loss": 3.1483, "step": 90000 }, { "epoch": 4.89, "learning_rate": 0.0002479724722075172, "loss": 3.1441, "step": 91000 }, { "epoch": 4.95, "learning_rate": 0.00024709017116640196, "loss": 3.1448, "step": 92000 }, { "epoch": 5.0, "learning_rate": 0.00024620787012528673, "loss": 3.1443, "step": 93000 }, { "epoch": 5.0, "eval_accuracy": 0.39941869370337724, "eval_loss": 3.407740354537964, "eval_runtime": 149.7411, "eval_samples_per_second": 386.801, "eval_steps_per_second": 6.044, "step": 93005 }, { "epoch": 5.05, "learning_rate": 0.0002453264513852126, "loss": 3.0734, "step": 94000 }, { "epoch": 5.11, "learning_rate": 0.0002444441503440974, "loss": 3.0793, "step": 95000 }, { "epoch": 5.16, "learning_rate": 0.00024356273160402328, "loss": 3.0807, "step": 96000 }, { "epoch": 5.21, "learning_rate": 0.00024268043056290805, "loss": 3.0863, "step": 97000 }, { "epoch": 5.27, "learning_rate": 0.0002417981295217928, "loss": 3.0939, "step": 98000 }, { "epoch": 5.32, "learning_rate": 0.0002409167107817187, "loss": 3.0949, "step": 99000 }, { "epoch": 5.38, "learning_rate": 0.00024003440974060345, "loss": 3.0931, "step": 100000 }, { "epoch": 5.43, "learning_rate": 0.00023915299100052938, "loss": 3.0941, "step": 101000 }, { "epoch": 5.48, "learning_rate": 0.00023827068995941413, "loss": 3.0931, "step": 102000 }, { "epoch": 5.54, "learning_rate": 0.0002373883889182989, "loss": 3.094, "step": 103000 }, { "epoch": 5.59, "learning_rate": 0.00023650697017822477, "loss": 3.0968, "step": 104000 }, { "epoch": 5.64, "learning_rate": 0.00023562466913710955, "loss": 3.098, "step": 105000 }, { "epoch": 5.7, "learning_rate": 0.00023474325039703542, "loss": 3.0946, "step": 106000 }, { "epoch": 5.75, "learning_rate": 0.00023386094935592023, "loss": 3.0951, "step": 107000 }, { "epoch": 5.81, "learning_rate": 0.00023297953061584612, "loss": 3.0984, "step": 108000 }, { "epoch": 5.86, "learning_rate": 0.00023209722957473087, "loss": 3.094, "step": 109000 }, { "epoch": 5.91, "learning_rate": 0.00023121492853361565, "loss": 3.099, "step": 110000 }, { "epoch": 5.97, "learning_rate": 0.00023033350979354152, "loss": 3.0973, "step": 111000 }, { "epoch": 6.0, "eval_accuracy": 0.402754033471634, "eval_loss": 3.372433662414551, "eval_runtime": 149.8825, "eval_samples_per_second": 386.436, "eval_steps_per_second": 6.038, "step": 111606 }, { "epoch": 6.02, "learning_rate": 0.0002294512087524263, "loss": 3.0661, "step": 112000 }, { "epoch": 6.07, "learning_rate": 0.0002285697900123522, "loss": 3.0288, "step": 113000 }, { "epoch": 6.13, "learning_rate": 0.00022768748897123697, "loss": 3.0356, "step": 114000 }, { "epoch": 6.18, "learning_rate": 0.00022680518793012175, "loss": 3.0368, "step": 115000 }, { "epoch": 6.24, "learning_rate": 0.0002259228868890065, "loss": 3.0423, "step": 116000 }, { "epoch": 6.29, "learning_rate": 0.0002250414681489324, "loss": 3.0489, "step": 117000 }, { "epoch": 6.34, "learning_rate": 0.00022415916710781717, "loss": 3.0487, "step": 118000 }, { "epoch": 6.4, "learning_rate": 0.00022327774836774307, "loss": 3.0484, "step": 119000 }, { "epoch": 6.45, "learning_rate": 0.00022239544732662785, "loss": 3.0518, "step": 120000 }, { "epoch": 6.51, "learning_rate": 0.0002215131462855126, "loss": 3.0504, "step": 121000 }, { "epoch": 6.56, "learning_rate": 0.00022063084524439738, "loss": 3.0549, "step": 122000 }, { "epoch": 6.61, "learning_rate": 0.00021974942650432325, "loss": 3.0526, "step": 123000 }, { "epoch": 6.67, "learning_rate": 0.00021886889006529023, "loss": 3.0552, "step": 124000 }, { "epoch": 6.72, "learning_rate": 0.00021798658902417504, "loss": 3.0549, "step": 125000 }, { "epoch": 6.77, "learning_rate": 0.00021710428798305982, "loss": 3.0557, "step": 126000 }, { "epoch": 6.83, "learning_rate": 0.00021622198694194457, "loss": 3.0567, "step": 127000 }, { "epoch": 6.88, "learning_rate": 0.00021534056820187046, "loss": 3.0581, "step": 128000 }, { "epoch": 6.94, "learning_rate": 0.00021445826716075521, "loss": 3.0577, "step": 129000 }, { "epoch": 6.99, "learning_rate": 0.0002135768484206811, "loss": 3.0617, "step": 130000 }, { "epoch": 7.0, "eval_accuracy": 0.40619524851129696, "eval_loss": 3.3562216758728027, "eval_runtime": 149.8137, "eval_samples_per_second": 386.613, "eval_steps_per_second": 6.041, "step": 130207 }, { "epoch": 7.04, "learning_rate": 0.00021269454737956592, "loss": 2.9986, "step": 131000 }, { "epoch": 7.1, "learning_rate": 0.00021181224633845067, "loss": 2.9938, "step": 132000 }, { "epoch": 7.15, "learning_rate": 0.00021092994529733544, "loss": 2.997, "step": 133000 }, { "epoch": 7.2, "learning_rate": 0.00021004764425622022, "loss": 3.0043, "step": 134000 }, { "epoch": 7.26, "learning_rate": 0.0002091662255161461, "loss": 3.0065, "step": 135000 }, { "epoch": 7.31, "learning_rate": 0.00020828392447503087, "loss": 3.0121, "step": 136000 }, { "epoch": 7.37, "learning_rate": 0.00020740162343391562, "loss": 3.011, "step": 137000 }, { "epoch": 7.42, "learning_rate": 0.00020652020469384152, "loss": 3.0123, "step": 138000 }, { "epoch": 7.47, "learning_rate": 0.00020563790365272627, "loss": 3.014, "step": 139000 }, { "epoch": 7.53, "learning_rate": 0.0002047564849126522, "loss": 3.0197, "step": 140000 }, { "epoch": 7.58, "learning_rate": 0.00020387418387153697, "loss": 3.019, "step": 141000 }, { "epoch": 7.63, "learning_rate": 0.00020299188283042172, "loss": 3.0203, "step": 142000 }, { "epoch": 7.69, "learning_rate": 0.00020211046409034761, "loss": 3.0176, "step": 143000 }, { "epoch": 7.74, "learning_rate": 0.00020122816304923236, "loss": 3.0197, "step": 144000 }, { "epoch": 7.8, "learning_rate": 0.0002003467443091583, "loss": 3.021, "step": 145000 }, { "epoch": 7.85, "learning_rate": 0.00019946444326804304, "loss": 3.028, "step": 146000 }, { "epoch": 7.9, "learning_rate": 0.00019858302452796894, "loss": 3.0219, "step": 147000 }, { "epoch": 7.96, "learning_rate": 0.00019770072348685369, "loss": 3.0252, "step": 148000 }, { "epoch": 8.0, "eval_accuracy": 0.40585283337274547, "eval_loss": 3.364830255508423, "eval_runtime": 150.706, "eval_samples_per_second": 384.325, "eval_steps_per_second": 6.005, "step": 148808 }, { "epoch": 8.01, "learning_rate": 0.00019681842244573846, "loss": 3.0107, "step": 149000 }, { "epoch": 8.06, "learning_rate": 0.00019593700370566433, "loss": 2.9562, "step": 150000 }, { "epoch": 8.12, "learning_rate": 0.0001950547026645491, "loss": 2.9643, "step": 151000 }, { "epoch": 8.17, "learning_rate": 0.000194173283924475, "loss": 2.9706, "step": 152000 }, { "epoch": 8.23, "learning_rate": 0.00019329098288335979, "loss": 2.974, "step": 153000 }, { "epoch": 8.28, "learning_rate": 0.00019240868184224456, "loss": 2.9751, "step": 154000 }, { "epoch": 8.33, "learning_rate": 0.00019152638080112934, "loss": 2.9802, "step": 155000 }, { "epoch": 8.39, "learning_rate": 0.0001906449620610552, "loss": 2.9811, "step": 156000 }, { "epoch": 8.44, "learning_rate": 0.00018976354332098108, "loss": 2.9821, "step": 157000 }, { "epoch": 8.49, "learning_rate": 0.000188882124580907, "loss": 2.9879, "step": 158000 }, { "epoch": 8.55, "learning_rate": 0.00018799982353979175, "loss": 2.9908, "step": 159000 }, { "epoch": 8.6, "learning_rate": 0.00018711840479971765, "loss": 2.9866, "step": 160000 }, { "epoch": 8.66, "learning_rate": 0.0001862361037586024, "loss": 2.9891, "step": 161000 }, { "epoch": 8.71, "learning_rate": 0.00018535380271748718, "loss": 2.9896, "step": 162000 }, { "epoch": 8.76, "learning_rate": 0.00018447150167637196, "loss": 2.9915, "step": 163000 }, { "epoch": 8.82, "learning_rate": 0.00018358920063525676, "loss": 2.9924, "step": 164000 }, { "epoch": 8.87, "learning_rate": 0.0001827068995941415, "loss": 2.9922, "step": 165000 }, { "epoch": 8.92, "learning_rate": 0.0001818254808540674, "loss": 2.9917, "step": 166000 }, { "epoch": 8.98, "learning_rate": 0.00018094317981295216, "loss": 2.994, "step": 167000 }, { "epoch": 9.0, "eval_accuracy": 0.407066838467657, "eval_loss": 3.3581929206848145, "eval_runtime": 150.1138, "eval_samples_per_second": 385.841, "eval_steps_per_second": 6.029, "step": 167409 }, { "epoch": 9.03, "learning_rate": 0.00018006087877183694, "loss": 2.9573, "step": 168000 }, { "epoch": 9.09, "learning_rate": 0.0001791785777307217, "loss": 2.9322, "step": 169000 }, { "epoch": 9.14, "learning_rate": 0.00017829715899064758, "loss": 2.9376, "step": 170000 }, { "epoch": 9.19, "learning_rate": 0.0001774148579495324, "loss": 2.9392, "step": 171000 }, { "epoch": 9.25, "learning_rate": 0.0001765325569084171, "loss": 2.9452, "step": 172000 }, { "epoch": 9.3, "learning_rate": 0.00017565025586730192, "loss": 2.9497, "step": 173000 }, { "epoch": 9.35, "learning_rate": 0.00017476883712722778, "loss": 2.9484, "step": 174000 }, { "epoch": 9.41, "learning_rate": 0.00017388653608611256, "loss": 2.9534, "step": 175000 }, { "epoch": 9.46, "learning_rate": 0.00017300423504499734, "loss": 2.9566, "step": 176000 }, { "epoch": 9.52, "learning_rate": 0.00017212193400388212, "loss": 2.9573, "step": 177000 }, { "epoch": 9.57, "learning_rate": 0.00017124139756484913, "loss": 2.9621, "step": 178000 }, { "epoch": 9.62, "learning_rate": 0.00017035909652373388, "loss": 2.9643, "step": 179000 }, { "epoch": 9.68, "learning_rate": 0.00016947679548261866, "loss": 2.9616, "step": 180000 }, { "epoch": 9.73, "learning_rate": 0.00016859537674254453, "loss": 2.9635, "step": 181000 }, { "epoch": 9.78, "learning_rate": 0.0001677130757014293, "loss": 2.9642, "step": 182000 }, { "epoch": 9.84, "learning_rate": 0.00016683077466031409, "loss": 2.9676, "step": 183000 }, { "epoch": 9.89, "learning_rate": 0.00016594847361919884, "loss": 2.9648, "step": 184000 }, { "epoch": 9.95, "learning_rate": 0.00016506881948120697, "loss": 2.9712, "step": 185000 }, { "epoch": 10.0, "learning_rate": 0.00016418651844009175, "loss": 2.9693, "step": 186000 }, { "epoch": 10.0, "eval_accuracy": 0.407509351419911, "eval_loss": 3.36879825592041, "eval_runtime": 150.0406, "eval_samples_per_second": 386.029, "eval_steps_per_second": 6.032, "step": 186010 }, { "epoch": 10.05, "learning_rate": 0.0001633042173989765, "loss": 2.9024, "step": 187000 }, { "epoch": 10.11, "learning_rate": 0.00016242191635786128, "loss": 2.9062, "step": 188000 }, { "epoch": 10.16, "learning_rate": 0.00016153961531674605, "loss": 2.9137, "step": 189000 }, { "epoch": 10.21, "learning_rate": 0.00016065731427563083, "loss": 2.9198, "step": 190000 }, { "epoch": 10.27, "learning_rate": 0.00015977589553555673, "loss": 2.9199, "step": 191000 }, { "epoch": 10.32, "learning_rate": 0.0001588935944944415, "loss": 2.9239, "step": 192000 }, { "epoch": 10.38, "learning_rate": 0.00015801129345332626, "loss": 2.9313, "step": 193000 }, { "epoch": 10.43, "learning_rate": 0.00015712899241221103, "loss": 2.9295, "step": 194000 }, { "epoch": 10.48, "learning_rate": 0.0001562475736721369, "loss": 2.9337, "step": 195000 }, { "epoch": 10.54, "learning_rate": 0.0001553661549320628, "loss": 2.9304, "step": 196000 }, { "epoch": 10.59, "learning_rate": 0.00015448385389094755, "loss": 2.9378, "step": 197000 }, { "epoch": 10.64, "learning_rate": 0.00015360155284983236, "loss": 2.9367, "step": 198000 }, { "epoch": 10.7, "learning_rate": 0.00015272013410975825, "loss": 2.9404, "step": 199000 }, { "epoch": 10.75, "learning_rate": 0.000151837833068643, "loss": 2.9415, "step": 200000 }, { "epoch": 10.81, "learning_rate": 0.00015095553202752778, "loss": 2.9428, "step": 201000 }, { "epoch": 10.86, "learning_rate": 0.00015007411328745365, "loss": 2.9405, "step": 202000 }, { "epoch": 10.91, "learning_rate": 0.00014919181224633843, "loss": 2.943, "step": 203000 }, { "epoch": 10.97, "learning_rate": 0.00014831039350626432, "loss": 2.9383, "step": 204000 }, { "epoch": 11.0, "eval_accuracy": 0.4091652648494099, "eval_loss": 3.3513429164886475, "eval_runtime": 149.8996, "eval_samples_per_second": 386.392, "eval_steps_per_second": 6.037, "step": 204611 }, { "epoch": 11.02, "learning_rate": 0.0001474280924651491, "loss": 2.9199, "step": 205000 }, { "epoch": 11.07, "learning_rate": 0.00014654579142403385, "loss": 2.8839, "step": 206000 }, { "epoch": 11.13, "learning_rate": 0.00014566349038291863, "loss": 2.8913, "step": 207000 }, { "epoch": 11.18, "learning_rate": 0.00014478207164284453, "loss": 2.8901, "step": 208000 }, { "epoch": 11.24, "learning_rate": 0.0001439006529027704, "loss": 2.8959, "step": 209000 }, { "epoch": 11.29, "learning_rate": 0.0001430183518616552, "loss": 2.8992, "step": 210000 }, { "epoch": 11.34, "learning_rate": 0.00014213605082053995, "loss": 2.9022, "step": 211000 }, { "epoch": 11.4, "learning_rate": 0.00014125374977942473, "loss": 2.9044, "step": 212000 }, { "epoch": 11.45, "learning_rate": 0.0001403714487383095, "loss": 2.9076, "step": 213000 }, { "epoch": 11.5, "learning_rate": 0.0001394900299982354, "loss": 2.9106, "step": 214000 }, { "epoch": 11.56, "learning_rate": 0.00013860772895712015, "loss": 2.9124, "step": 215000 }, { "epoch": 11.61, "learning_rate": 0.00013772631021704605, "loss": 2.9112, "step": 216000 }, { "epoch": 11.67, "learning_rate": 0.00013684489147697192, "loss": 2.9151, "step": 217000 }, { "epoch": 11.72, "learning_rate": 0.0001359625904358567, "loss": 2.916, "step": 218000 }, { "epoch": 11.77, "learning_rate": 0.0001350811716957826, "loss": 2.9181, "step": 219000 }, { "epoch": 11.83, "learning_rate": 0.00013419887065466737, "loss": 2.9202, "step": 220000 }, { "epoch": 11.88, "learning_rate": 0.00013331656961355212, "loss": 2.9172, "step": 221000 }, { "epoch": 11.93, "learning_rate": 0.0001324342685724369, "loss": 2.9191, "step": 222000 }, { "epoch": 11.99, "learning_rate": 0.00013155196753132168, "loss": 2.9188, "step": 223000 }, { "epoch": 12.0, "eval_accuracy": 0.4086410613324161, "eval_loss": 3.3659284114837646, "eval_runtime": 149.7389, "eval_samples_per_second": 386.807, "eval_steps_per_second": 6.044, "step": 223212 }, { "epoch": 12.04, "learning_rate": 0.00013067054879124757, "loss": 2.8731, "step": 224000 }, { "epoch": 12.1, "learning_rate": 0.00012978913005117344, "loss": 2.8633, "step": 225000 }, { "epoch": 12.15, "learning_rate": 0.00012890682901005822, "loss": 2.8684, "step": 226000 }, { "epoch": 12.2, "learning_rate": 0.000128024527968943, "loss": 2.8681, "step": 227000 }, { "epoch": 12.26, "learning_rate": 0.00012714222692782778, "loss": 2.8766, "step": 228000 }, { "epoch": 12.31, "learning_rate": 0.00012625992588671253, "loss": 2.8833, "step": 229000 }, { "epoch": 12.36, "learning_rate": 0.0001253776248455973, "loss": 2.8843, "step": 230000 }, { "epoch": 12.42, "learning_rate": 0.0001244962061055232, "loss": 2.8805, "step": 231000 }, { "epoch": 12.47, "learning_rate": 0.00012361478736544907, "loss": 2.8888, "step": 232000 }, { "epoch": 12.53, "learning_rate": 0.00012273248632433385, "loss": 2.8911, "step": 233000 }, { "epoch": 12.58, "learning_rate": 0.00012185018528321863, "loss": 2.8895, "step": 234000 }, { "epoch": 12.63, "learning_rate": 0.00012096876654314452, "loss": 2.8906, "step": 235000 }, { "epoch": 12.69, "learning_rate": 0.00012008646550202929, "loss": 2.8921, "step": 236000 }, { "epoch": 12.74, "learning_rate": 0.00011920504676195517, "loss": 2.8938, "step": 237000 }, { "epoch": 12.8, "learning_rate": 0.00011832274572083993, "loss": 2.894, "step": 238000 }, { "epoch": 12.85, "learning_rate": 0.00011744044467972471, "loss": 2.8977, "step": 239000 }, { "epoch": 12.9, "learning_rate": 0.00011655814363860949, "loss": 2.8978, "step": 240000 }, { "epoch": 12.96, "learning_rate": 0.00011567672489853537, "loss": 2.8978, "step": 241000 }, { "epoch": 13.0, "eval_accuracy": 0.4096840939871445, "eval_loss": 3.3580610752105713, "eval_runtime": 149.9409, "eval_samples_per_second": 386.285, "eval_steps_per_second": 6.036, "step": 241813 }, { "epoch": 13.01, "learning_rate": 0.00011479442385742015, "loss": 2.8892, "step": 242000 }, { "epoch": 13.06, "learning_rate": 0.00011391212281630491, "loss": 2.839, "step": 243000 }, { "epoch": 13.12, "learning_rate": 0.0001130307040762308, "loss": 2.8503, "step": 244000 }, { "epoch": 13.17, "learning_rate": 0.00011214840303511556, "loss": 2.8516, "step": 245000 }, { "epoch": 13.23, "learning_rate": 0.00011126610199400035, "loss": 2.8554, "step": 246000 }, { "epoch": 13.28, "learning_rate": 0.00011038468325392623, "loss": 2.8568, "step": 247000 }, { "epoch": 13.33, "learning_rate": 0.000109502382212811, "loss": 2.862, "step": 248000 }, { "epoch": 13.39, "learning_rate": 0.00010862008117169576, "loss": 2.8615, "step": 249000 }, { "epoch": 13.44, "learning_rate": 0.00010773778013058055, "loss": 2.8704, "step": 250000 }, { "epoch": 13.49, "learning_rate": 0.00010685636139050644, "loss": 2.8627, "step": 251000 }, { "epoch": 13.55, "learning_rate": 0.00010597494265043232, "loss": 2.8684, "step": 252000 }, { "epoch": 13.6, "learning_rate": 0.0001050926416093171, "loss": 2.8714, "step": 253000 }, { "epoch": 13.66, "learning_rate": 0.00010421034056820186, "loss": 2.8749, "step": 254000 }, { "epoch": 13.71, "learning_rate": 0.00010332892182812776, "loss": 2.87, "step": 255000 }, { "epoch": 13.76, "learning_rate": 0.00010244662078701252, "loss": 2.8721, "step": 256000 }, { "epoch": 13.82, "learning_rate": 0.0001015643197458973, "loss": 2.8775, "step": 257000 }, { "epoch": 13.87, "learning_rate": 0.00010068201870478206, "loss": 2.8779, "step": 258000 }, { "epoch": 13.92, "learning_rate": 9.980148226574907e-05, "loss": 2.8696, "step": 259000 }, { "epoch": 13.98, "learning_rate": 9.891918122463383e-05, "loss": 2.8784, "step": 260000 }, { "epoch": 14.0, "eval_accuracy": 0.4103098060923963, "eval_loss": 3.3657193183898926, "eval_runtime": 154.6068, "eval_samples_per_second": 374.628, "eval_steps_per_second": 5.854, "step": 260414 }, { "epoch": 14.03, "learning_rate": 9.803776248455973e-05, "loss": 2.8434, "step": 261000 }, { "epoch": 14.09, "learning_rate": 9.715546144344449e-05, "loss": 2.824, "step": 262000 }, { "epoch": 14.14, "learning_rate": 9.627404270337037e-05, "loss": 2.8286, "step": 263000 }, { "epoch": 14.19, "learning_rate": 9.539174166225517e-05, "loss": 2.8351, "step": 264000 }, { "epoch": 14.25, "learning_rate": 9.450944062113993e-05, "loss": 2.8403, "step": 265000 }, { "epoch": 14.3, "learning_rate": 9.362713958002469e-05, "loss": 2.8419, "step": 266000 }, { "epoch": 14.35, "learning_rate": 9.274483853890947e-05, "loss": 2.8428, "step": 267000 }, { "epoch": 14.41, "learning_rate": 9.186341979883535e-05, "loss": 2.8455, "step": 268000 }, { "epoch": 14.46, "learning_rate": 9.098200105876124e-05, "loss": 2.8471, "step": 269000 }, { "epoch": 14.52, "learning_rate": 9.009970001764601e-05, "loss": 2.8474, "step": 270000 }, { "epoch": 14.57, "learning_rate": 8.92182812775719e-05, "loss": 2.8482, "step": 271000 }, { "epoch": 14.62, "learning_rate": 8.833598023645668e-05, "loss": 2.8493, "step": 272000 }, { "epoch": 14.68, "learning_rate": 8.745367919534144e-05, "loss": 2.8536, "step": 273000 }, { "epoch": 14.73, "learning_rate": 8.65713781542262e-05, "loss": 2.853, "step": 274000 }, { "epoch": 14.78, "learning_rate": 8.5689077113111e-05, "loss": 2.8526, "step": 275000 }, { "epoch": 14.84, "learning_rate": 8.4808540674078e-05, "loss": 2.8543, "step": 276000 }, { "epoch": 14.89, "learning_rate": 8.392623963296276e-05, "loss": 2.8549, "step": 277000 }, { "epoch": 14.95, "learning_rate": 8.304393859184754e-05, "loss": 2.8575, "step": 278000 }, { "epoch": 15.0, "learning_rate": 8.216251985177341e-05, "loss": 2.8592, "step": 279000 }, { "epoch": 15.0, "eval_accuracy": 0.4102248237203603, "eval_loss": 3.3692827224731445, "eval_runtime": 155.1467, "eval_samples_per_second": 373.324, "eval_steps_per_second": 5.833, "step": 279015 }, { "epoch": 15.05, "learning_rate": 8.12802188106582e-05, "loss": 2.806, "step": 280000 }, { "epoch": 15.11, "learning_rate": 8.039880007058407e-05, "loss": 2.8122, "step": 281000 }, { "epoch": 15.16, "learning_rate": 7.951649902946885e-05, "loss": 2.8176, "step": 282000 }, { "epoch": 15.21, "learning_rate": 7.863419798835361e-05, "loss": 2.8156, "step": 283000 }, { "epoch": 15.27, "learning_rate": 7.775277924827951e-05, "loss": 2.8164, "step": 284000 }, { "epoch": 15.32, "learning_rate": 7.687047820716427e-05, "loss": 2.8215, "step": 285000 }, { "epoch": 15.38, "learning_rate": 7.598905946709017e-05, "loss": 2.8236, "step": 286000 }, { "epoch": 15.43, "learning_rate": 7.510675842597493e-05, "loss": 2.8233, "step": 287000 }, { "epoch": 15.48, "learning_rate": 7.422533968590081e-05, "loss": 2.8257, "step": 288000 }, { "epoch": 15.54, "learning_rate": 7.334303864478559e-05, "loss": 2.8313, "step": 289000 }, { "epoch": 15.59, "learning_rate": 7.246161990471149e-05, "loss": 2.8306, "step": 290000 }, { "epoch": 15.64, "learning_rate": 7.157931886359625e-05, "loss": 2.8365, "step": 291000 }, { "epoch": 15.7, "learning_rate": 7.069701782248102e-05, "loss": 2.8369, "step": 292000 }, { "epoch": 15.75, "learning_rate": 6.981559908240691e-05, "loss": 2.8358, "step": 293000 }, { "epoch": 15.81, "learning_rate": 6.893329804129168e-05, "loss": 2.8321, "step": 294000 }, { "epoch": 15.86, "learning_rate": 6.805187930121757e-05, "loss": 2.8366, "step": 295000 }, { "epoch": 15.91, "learning_rate": 6.716957826010234e-05, "loss": 2.8378, "step": 296000 }, { "epoch": 15.97, "learning_rate": 6.62872772189871e-05, "loss": 2.8415, "step": 297000 }, { "epoch": 16.0, "eval_accuracy": 0.40921652299159444, "eval_loss": 3.386690616607666, "eval_runtime": 150.4052, "eval_samples_per_second": 385.093, "eval_steps_per_second": 6.017, "step": 297616 }, { "epoch": 16.02, "learning_rate": 6.540497617787188e-05, "loss": 2.8232, "step": 298000 }, { "epoch": 16.07, "learning_rate": 6.452267513675666e-05, "loss": 2.7984, "step": 299000 }, { "epoch": 16.13, "learning_rate": 6.364213869772366e-05, "loss": 2.795, "step": 300000 }, { "epoch": 16.18, "learning_rate": 6.275983765660842e-05, "loss": 2.7994, "step": 301000 }, { "epoch": 16.24, "learning_rate": 6.187841891653431e-05, "loss": 2.8011, "step": 302000 }, { "epoch": 16.29, "learning_rate": 6.0996117875419085e-05, "loss": 2.8058, "step": 303000 }, { "epoch": 16.34, "learning_rate": 6.011469913534497e-05, "loss": 2.8093, "step": 304000 }, { "epoch": 16.4, "learning_rate": 5.9232398094229746e-05, "loss": 2.8096, "step": 305000 }, { "epoch": 16.45, "learning_rate": 5.8350979354155636e-05, "loss": 2.8079, "step": 306000 }, { "epoch": 16.5, "learning_rate": 5.74686783130404e-05, "loss": 2.8131, "step": 307000 }, { "epoch": 16.56, "learning_rate": 5.658637727192517e-05, "loss": 2.8123, "step": 308000 }, { "epoch": 16.61, "learning_rate": 5.570495853185107e-05, "loss": 2.8134, "step": 309000 }, { "epoch": 16.67, "learning_rate": 5.482265749073583e-05, "loss": 2.817, "step": 310000 }, { "epoch": 16.72, "learning_rate": 5.39403564496206e-05, "loss": 2.8147, "step": 311000 }, { "epoch": 16.77, "learning_rate": 5.305805540850538e-05, "loss": 2.8145, "step": 312000 }, { "epoch": 16.83, "learning_rate": 5.217575436739015e-05, "loss": 2.8123, "step": 313000 }, { "epoch": 16.88, "learning_rate": 5.129521792835715e-05, "loss": 2.8173, "step": 314000 }, { "epoch": 16.93, "learning_rate": 5.041291688724192e-05, "loss": 2.8142, "step": 315000 }, { "epoch": 16.99, "learning_rate": 4.95306158461267e-05, "loss": 2.8198, "step": 316000 }, { "epoch": 17.0, "eval_accuracy": 0.41009368886643593, "eval_loss": 3.3789703845977783, "eval_runtime": 149.2821, "eval_samples_per_second": 387.99, "eval_steps_per_second": 6.062, "step": 316217 }, { "epoch": 17.04, "learning_rate": 4.8649197106052584e-05, "loss": 2.7896, "step": 317000 }, { "epoch": 17.1, "learning_rate": 4.7766896064937355e-05, "loss": 2.7827, "step": 318000 }, { "epoch": 17.15, "learning_rate": 4.6884595023822125e-05, "loss": 2.7812, "step": 319000 }, { "epoch": 17.2, "learning_rate": 4.600317628374801e-05, "loss": 2.7871, "step": 320000 }, { "epoch": 17.26, "learning_rate": 4.512175754367389e-05, "loss": 2.7895, "step": 321000 }, { "epoch": 17.31, "learning_rate": 4.423945650255867e-05, "loss": 2.7907, "step": 322000 }, { "epoch": 17.36, "learning_rate": 4.335715546144344e-05, "loss": 2.788, "step": 323000 }, { "epoch": 17.42, "learning_rate": 4.247485442032821e-05, "loss": 2.7862, "step": 324000 }, { "epoch": 17.47, "learning_rate": 4.159255337921299e-05, "loss": 2.7948, "step": 325000 }, { "epoch": 17.53, "learning_rate": 4.071113463913887e-05, "loss": 2.7939, "step": 326000 }, { "epoch": 17.58, "learning_rate": 3.982883359802364e-05, "loss": 2.7953, "step": 327000 }, { "epoch": 17.63, "learning_rate": 3.894653255690842e-05, "loss": 2.7983, "step": 328000 }, { "epoch": 17.69, "learning_rate": 3.80651138168343e-05, "loss": 2.7977, "step": 329000 }, { "epoch": 17.74, "learning_rate": 3.7182812775719074e-05, "loss": 2.7977, "step": 330000 }, { "epoch": 17.79, "learning_rate": 3.6300511734603844e-05, "loss": 2.7985, "step": 331000 }, { "epoch": 17.85, "learning_rate": 3.541909299452973e-05, "loss": 2.7956, "step": 332000 }, { "epoch": 17.9, "learning_rate": 3.4536791953414505e-05, "loss": 2.8001, "step": 333000 }, { "epoch": 17.96, "learning_rate": 3.3654490912299276e-05, "loss": 2.8013, "step": 334000 }, { "epoch": 18.0, "eval_accuracy": 0.40988771578132727, "eval_loss": 3.392399311065674, "eval_runtime": 149.3924, "eval_samples_per_second": 387.704, "eval_steps_per_second": 6.058, "step": 334818 }, { "epoch": 18.01, "learning_rate": 3.2772189871184046e-05, "loss": 2.795, "step": 335000 }, { "epoch": 18.06, "learning_rate": 3.189077113110993e-05, "loss": 2.7694, "step": 336000 }, { "epoch": 18.12, "learning_rate": 3.101023469207693e-05, "loss": 2.7677, "step": 337000 }, { "epoch": 18.17, "learning_rate": 3.0127933650961703e-05, "loss": 2.7737, "step": 338000 }, { "epoch": 18.22, "learning_rate": 2.9245632609846477e-05, "loss": 2.772, "step": 339000 }, { "epoch": 18.28, "learning_rate": 2.836333156873125e-05, "loss": 2.7774, "step": 340000 }, { "epoch": 18.33, "learning_rate": 2.748103052761602e-05, "loss": 2.7737, "step": 341000 }, { "epoch": 18.39, "learning_rate": 2.6599611787541905e-05, "loss": 2.7789, "step": 342000 }, { "epoch": 18.44, "learning_rate": 2.571731074642668e-05, "loss": 2.779, "step": 343000 }, { "epoch": 18.49, "learning_rate": 2.483500970531145e-05, "loss": 2.7798, "step": 344000 }, { "epoch": 18.55, "learning_rate": 2.3953590965237337e-05, "loss": 2.7792, "step": 345000 }, { "epoch": 18.6, "learning_rate": 2.307128992412211e-05, "loss": 2.7788, "step": 346000 }, { "epoch": 18.65, "learning_rate": 2.2189871184047998e-05, "loss": 2.7776, "step": 347000 }, { "epoch": 18.71, "learning_rate": 2.1307570142932765e-05, "loss": 2.779, "step": 348000 }, { "epoch": 18.76, "learning_rate": 2.042526910181754e-05, "loss": 2.7764, "step": 349000 }, { "epoch": 18.82, "learning_rate": 1.9542968060702313e-05, "loss": 2.7811, "step": 350000 }, { "epoch": 18.87, "learning_rate": 1.8661549320628196e-05, "loss": 2.7809, "step": 351000 }, { "epoch": 18.92, "learning_rate": 1.7780130580554083e-05, "loss": 2.7794, "step": 352000 }, { "epoch": 18.98, "learning_rate": 1.6897829539438854e-05, "loss": 2.7836, "step": 353000 }, { "epoch": 19.0, "eval_accuracy": 0.4097668594277361, "eval_loss": 3.401383399963379, "eval_runtime": 149.562, "eval_samples_per_second": 387.264, "eval_steps_per_second": 6.051, "step": 353419 }, { "epoch": 19.03, "learning_rate": 1.6017293100405857e-05, "loss": 2.7676, "step": 354000 }, { "epoch": 19.08, "learning_rate": 1.5134992059290627e-05, "loss": 2.7617, "step": 355000 }, { "epoch": 19.14, "learning_rate": 1.4252691018175401e-05, "loss": 2.7597, "step": 356000 }, { "epoch": 19.19, "learning_rate": 1.3371272278101286e-05, "loss": 2.7629, "step": 357000 }, { "epoch": 19.25, "learning_rate": 1.2488971236986057e-05, "loss": 2.7652, "step": 358000 }, { "epoch": 19.3, "learning_rate": 1.1606670195870831e-05, "loss": 2.7624, "step": 359000 }, { "epoch": 19.35, "learning_rate": 1.0725251455796716e-05, "loss": 2.7646, "step": 360000 }, { "epoch": 19.41, "learning_rate": 9.84295041468149e-06, "loss": 2.7645, "step": 361000 }, { "epoch": 19.46, "learning_rate": 8.96064937356626e-06, "loss": 2.7625, "step": 362000 }, { "epoch": 19.52, "learning_rate": 8.078348332451031e-06, "loss": 2.7621, "step": 363000 }, { "epoch": 19.57, "learning_rate": 7.196047291335803e-06, "loss": 2.7639, "step": 364000 }, { "epoch": 19.62, "learning_rate": 6.3146285512616895e-06, "loss": 2.7626, "step": 365000 }, { "epoch": 19.68, "learning_rate": 5.432327510146462e-06, "loss": 2.7637, "step": 366000 }, { "epoch": 19.73, "learning_rate": 4.550026469031233e-06, "loss": 2.7605, "step": 367000 }, { "epoch": 19.78, "learning_rate": 3.66860772895712e-06, "loss": 2.7683, "step": 368000 }, { "epoch": 19.84, "learning_rate": 2.7863066878418916e-06, "loss": 2.7608, "step": 369000 }, { "epoch": 19.89, "learning_rate": 1.904005646726663e-06, "loss": 2.765, "step": 370000 }, { "epoch": 19.95, "learning_rate": 1.0225869066525498e-06, "loss": 2.7635, "step": 371000 }, { "epoch": 20.0, "learning_rate": 1.4028586553732134e-07, "loss": 2.7626, "step": 372000 }, { "epoch": 20.0, "eval_accuracy": 0.40992788926628976, "eval_loss": 3.4053595066070557, "eval_runtime": 149.4807, "eval_samples_per_second": 387.475, "eval_steps_per_second": 6.054, "step": 372020 }, { "epoch": 20.0, "step": 372020, "total_flos": 1.56740238729216e+18, "train_loss": 3.0558329318429918, "train_runtime": 48026.3336, "train_samples_per_second": 247.871, "train_steps_per_second": 7.746 } ], "logging_steps": 1000, "max_steps": 372020, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 5000, "total_flos": 1.56740238729216e+18, "train_batch_size": 32, "trial_name": null, "trial_params": null }