{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 1.7543859649122808, "eval_steps": 500, "global_step": 1500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 2.4548874139785766, "epoch": 0.005847953216374269, "grad_norm": 17.375, "learning_rate": 2e-06, "loss": 14.5381, "mean_token_accuracy": 0.03773948270827532, "num_tokens": 13999.0, "step": 5 }, { "entropy": 2.515810489654541, "epoch": 0.011695906432748537, "grad_norm": 15.6875, "learning_rate": 4.5e-06, "loss": 14.4504, "mean_token_accuracy": 0.03857097271829844, "num_tokens": 25888.0, "step": 10 }, { "entropy": 2.5658308982849123, "epoch": 0.017543859649122806, "grad_norm": 18.75, "learning_rate": 7e-06, "loss": 14.3376, "mean_token_accuracy": 0.03801379818469286, "num_tokens": 37699.0, "step": 15 }, { "entropy": 2.648589539527893, "epoch": 0.023391812865497075, "grad_norm": 18.0, "learning_rate": 9.5e-06, "loss": 14.4331, "mean_token_accuracy": 0.025170913990586997, "num_tokens": 49648.0, "step": 20 }, { "entropy": 3.067568039894104, "epoch": 0.029239766081871343, "grad_norm": 21.125, "learning_rate": 1.2e-05, "loss": 13.8106, "mean_token_accuracy": 0.042210881039500235, "num_tokens": 62255.0, "step": 25 }, { "entropy": 3.5193849325180055, "epoch": 0.03508771929824561, "grad_norm": 25.125, "learning_rate": 1.4500000000000002e-05, "loss": 13.4282, "mean_token_accuracy": 0.03690041042864323, "num_tokens": 76003.0, "step": 30 }, { "entropy": 5.110470724105835, "epoch": 0.04093567251461988, "grad_norm": 39.25, "learning_rate": 1.7000000000000003e-05, "loss": 12.305, "mean_token_accuracy": 0.032853833958506586, "num_tokens": 87585.0, "step": 35 }, { "entropy": 8.690666055679321, "epoch": 0.04678362573099415, "grad_norm": 4.90625, "learning_rate": 1.95e-05, "loss": 10.8954, "mean_token_accuracy": 0.02273947522044182, "num_tokens": 100404.0, "step": 40 }, { "entropy": 10.664226055145264, "epoch": 0.05263157894736842, "grad_norm": 4.375, "learning_rate": 2.2e-05, "loss": 10.6246, "mean_token_accuracy": 0.01664919788017869, "num_tokens": 113130.0, "step": 45 }, { "entropy": 10.546917343139649, "epoch": 0.05847953216374269, "grad_norm": 3.875, "learning_rate": 2.4500000000000003e-05, "loss": 10.344, "mean_token_accuracy": 0.02105573210865259, "num_tokens": 125430.0, "step": 50 }, { "entropy": 10.102593898773193, "epoch": 0.06432748538011696, "grad_norm": 4.375, "learning_rate": 2.7e-05, "loss": 10.2003, "mean_token_accuracy": 0.02809331100434065, "num_tokens": 137550.0, "step": 55 }, { "entropy": 10.388475513458252, "epoch": 0.07017543859649122, "grad_norm": 2.21875, "learning_rate": 2.95e-05, "loss": 10.0452, "mean_token_accuracy": 0.03612718116492033, "num_tokens": 149530.0, "step": 60 }, { "entropy": 10.559987545013428, "epoch": 0.07602339181286549, "grad_norm": 1.9609375, "learning_rate": 3.2e-05, "loss": 9.9327, "mean_token_accuracy": 0.04171597119420767, "num_tokens": 161671.0, "step": 65 }, { "entropy": 10.477953338623047, "epoch": 0.08187134502923976, "grad_norm": 1.8828125, "learning_rate": 3.4500000000000005e-05, "loss": 9.8499, "mean_token_accuracy": 0.04532963968813419, "num_tokens": 174160.0, "step": 70 }, { "entropy": 10.54740114212036, "epoch": 0.08771929824561403, "grad_norm": 2.375, "learning_rate": 3.7e-05, "loss": 9.7707, "mean_token_accuracy": 0.06920528337359429, "num_tokens": 186969.0, "step": 75 }, { "entropy": 10.44933729171753, "epoch": 0.0935672514619883, "grad_norm": 1.7578125, "learning_rate": 3.95e-05, "loss": 9.658, "mean_token_accuracy": 0.07367655821144581, "num_tokens": 199470.0, "step": 80 }, { "entropy": 10.356026935577393, "epoch": 0.09941520467836257, "grad_norm": 1.7109375, "learning_rate": 4.2000000000000004e-05, "loss": 9.5258, "mean_token_accuracy": 0.07762051969766617, "num_tokens": 211306.0, "step": 85 }, { "entropy": 10.388982677459717, "epoch": 0.10526315789473684, "grad_norm": 1.859375, "learning_rate": 4.45e-05, "loss": 9.521, "mean_token_accuracy": 0.06988351345062256, "num_tokens": 223323.0, "step": 90 }, { "entropy": 10.449160861968995, "epoch": 0.1111111111111111, "grad_norm": 1.8515625, "learning_rate": 4.7000000000000004e-05, "loss": 9.404, "mean_token_accuracy": 0.07955777905881405, "num_tokens": 235896.0, "step": 95 }, { "entropy": 10.24062376022339, "epoch": 0.11695906432748537, "grad_norm": 2.265625, "learning_rate": 4.9500000000000004e-05, "loss": 9.3366, "mean_token_accuracy": 0.07595778591930866, "num_tokens": 247879.0, "step": 100 }, { "entropy": 10.324538803100586, "epoch": 0.12280701754385964, "grad_norm": 1.640625, "learning_rate": 5.2e-05, "loss": 9.2463, "mean_token_accuracy": 0.07249736785888672, "num_tokens": 259714.0, "step": 105 }, { "entropy": 10.299348545074462, "epoch": 0.1286549707602339, "grad_norm": 1.6796875, "learning_rate": 5.45e-05, "loss": 9.1954, "mean_token_accuracy": 0.07774566560983658, "num_tokens": 272429.0, "step": 110 }, { "entropy": 10.246688842773438, "epoch": 0.13450292397660818, "grad_norm": 1.5703125, "learning_rate": 5.7e-05, "loss": 9.1908, "mean_token_accuracy": 0.07083970755338669, "num_tokens": 285924.0, "step": 115 }, { "entropy": 10.224361610412597, "epoch": 0.14035087719298245, "grad_norm": 1.5, "learning_rate": 5.9499999999999996e-05, "loss": 9.0459, "mean_token_accuracy": 0.08458271101117135, "num_tokens": 299453.0, "step": 120 }, { "entropy": 10.05007495880127, "epoch": 0.14619883040935672, "grad_norm": 1.3359375, "learning_rate": 6.2e-05, "loss": 9.0164, "mean_token_accuracy": 0.08130386173725128, "num_tokens": 312295.0, "step": 125 }, { "entropy": 10.085463523864746, "epoch": 0.15204678362573099, "grad_norm": 1.4453125, "learning_rate": 6.450000000000001e-05, "loss": 8.8884, "mean_token_accuracy": 0.08093869239091873, "num_tokens": 324730.0, "step": 130 }, { "entropy": 9.985839366912842, "epoch": 0.15789473684210525, "grad_norm": 1.21875, "learning_rate": 6.7e-05, "loss": 8.8096, "mean_token_accuracy": 0.08213753812015057, "num_tokens": 336481.0, "step": 135 }, { "entropy": 9.958092880249023, "epoch": 0.16374269005847952, "grad_norm": 1.265625, "learning_rate": 6.950000000000001e-05, "loss": 8.7771, "mean_token_accuracy": 0.08334722444415092, "num_tokens": 348987.0, "step": 140 }, { "entropy": 9.810273170471191, "epoch": 0.1695906432748538, "grad_norm": 1.1875, "learning_rate": 7.2e-05, "loss": 8.6756, "mean_token_accuracy": 0.0778221569955349, "num_tokens": 360390.0, "step": 145 }, { "entropy": 9.81429967880249, "epoch": 0.17543859649122806, "grad_norm": 1.109375, "learning_rate": 7.45e-05, "loss": 8.6545, "mean_token_accuracy": 0.07858845368027687, "num_tokens": 372456.0, "step": 150 }, { "entropy": 9.693943881988526, "epoch": 0.18128654970760233, "grad_norm": 1.140625, "learning_rate": 7.7e-05, "loss": 8.5776, "mean_token_accuracy": 0.07394571527838707, "num_tokens": 384185.0, "step": 155 }, { "entropy": 9.575428581237793, "epoch": 0.1871345029239766, "grad_norm": 0.98828125, "learning_rate": 7.950000000000001e-05, "loss": 8.5065, "mean_token_accuracy": 0.07995149567723274, "num_tokens": 395399.0, "step": 160 }, { "entropy": 9.371949768066406, "epoch": 0.19298245614035087, "grad_norm": 0.8828125, "learning_rate": 8.2e-05, "loss": 8.5001, "mean_token_accuracy": 0.0805008016526699, "num_tokens": 408676.0, "step": 165 }, { "entropy": 9.294499015808105, "epoch": 0.19883040935672514, "grad_norm": 0.83203125, "learning_rate": 8.450000000000001e-05, "loss": 8.4325, "mean_token_accuracy": 0.08033415265381336, "num_tokens": 421861.0, "step": 170 }, { "entropy": 9.107025909423829, "epoch": 0.2046783625730994, "grad_norm": 0.80859375, "learning_rate": 8.7e-05, "loss": 8.4751, "mean_token_accuracy": 0.08693947605788707, "num_tokens": 434852.0, "step": 175 }, { "entropy": 8.985072135925293, "epoch": 0.21052631578947367, "grad_norm": 0.6875, "learning_rate": 8.95e-05, "loss": 8.3966, "mean_token_accuracy": 0.0785727895796299, "num_tokens": 447313.0, "step": 180 }, { "entropy": 8.946270751953126, "epoch": 0.21637426900584794, "grad_norm": 1.2109375, "learning_rate": 9.2e-05, "loss": 8.3362, "mean_token_accuracy": 0.08314507529139518, "num_tokens": 460271.0, "step": 185 }, { "entropy": 8.779074096679688, "epoch": 0.2222222222222222, "grad_norm": 0.82421875, "learning_rate": 9.45e-05, "loss": 8.2913, "mean_token_accuracy": 0.0910579614341259, "num_tokens": 473006.0, "step": 190 }, { "entropy": 8.667890739440917, "epoch": 0.22807017543859648, "grad_norm": 1.1015625, "learning_rate": 9.7e-05, "loss": 8.3421, "mean_token_accuracy": 0.08133782222867011, "num_tokens": 486100.0, "step": 195 }, { "entropy": 8.728115272521972, "epoch": 0.23391812865497075, "grad_norm": 1.78125, "learning_rate": 9.95e-05, "loss": 8.2275, "mean_token_accuracy": 0.08423927277326584, "num_tokens": 499460.0, "step": 200 }, { "entropy": 8.724910449981689, "epoch": 0.23976608187134502, "grad_norm": 1.3515625, "learning_rate": 0.000102, "loss": 8.2439, "mean_token_accuracy": 0.07881896123290062, "num_tokens": 511795.0, "step": 205 }, { "entropy": 8.58439531326294, "epoch": 0.24561403508771928, "grad_norm": 0.9609375, "learning_rate": 0.00010449999999999999, "loss": 8.295, "mean_token_accuracy": 0.08954361081123352, "num_tokens": 524897.0, "step": 210 }, { "entropy": 8.694450759887696, "epoch": 0.25146198830409355, "grad_norm": 1.1328125, "learning_rate": 0.000107, "loss": 8.2492, "mean_token_accuracy": 0.08542842417955399, "num_tokens": 538325.0, "step": 215 }, { "entropy": 8.672403717041016, "epoch": 0.2573099415204678, "grad_norm": 0.69921875, "learning_rate": 0.0001095, "loss": 8.294, "mean_token_accuracy": 0.08235822916030884, "num_tokens": 550979.0, "step": 220 }, { "entropy": 8.61720962524414, "epoch": 0.2631578947368421, "grad_norm": 1.03125, "learning_rate": 0.000112, "loss": 8.2583, "mean_token_accuracy": 0.08766907453536987, "num_tokens": 563001.0, "step": 225 }, { "entropy": 8.610678768157959, "epoch": 0.26900584795321636, "grad_norm": 0.68359375, "learning_rate": 0.0001145, "loss": 8.1767, "mean_token_accuracy": 0.08766172006726265, "num_tokens": 573600.0, "step": 230 }, { "entropy": 8.663910102844238, "epoch": 0.27485380116959063, "grad_norm": 0.9296875, "learning_rate": 0.00011700000000000001, "loss": 8.1709, "mean_token_accuracy": 0.0914827212691307, "num_tokens": 585287.0, "step": 235 }, { "entropy": 8.543773651123047, "epoch": 0.2807017543859649, "grad_norm": 0.984375, "learning_rate": 0.00011949999999999999, "loss": 8.2154, "mean_token_accuracy": 0.08472376465797424, "num_tokens": 597386.0, "step": 240 }, { "entropy": 8.523555374145507, "epoch": 0.28654970760233917, "grad_norm": 0.82421875, "learning_rate": 0.000122, "loss": 8.1833, "mean_token_accuracy": 0.09036211296916008, "num_tokens": 609256.0, "step": 245 }, { "entropy": 8.552801322937011, "epoch": 0.29239766081871343, "grad_norm": 1.359375, "learning_rate": 0.0001245, "loss": 8.1955, "mean_token_accuracy": 0.08631851598620414, "num_tokens": 621506.0, "step": 250 }, { "entropy": 8.489137554168702, "epoch": 0.2982456140350877, "grad_norm": 0.921875, "learning_rate": 0.000127, "loss": 8.0989, "mean_token_accuracy": 0.09788421541452408, "num_tokens": 633512.0, "step": 255 }, { "entropy": 8.542137622833252, "epoch": 0.30409356725146197, "grad_norm": 1.2109375, "learning_rate": 0.0001295, "loss": 8.2385, "mean_token_accuracy": 0.0867220088839531, "num_tokens": 647098.0, "step": 260 }, { "entropy": 8.521434879302978, "epoch": 0.30994152046783624, "grad_norm": 1.1484375, "learning_rate": 0.000132, "loss": 8.2165, "mean_token_accuracy": 0.08817893266677856, "num_tokens": 659559.0, "step": 265 }, { "entropy": 8.531222820281982, "epoch": 0.3157894736842105, "grad_norm": 1.4453125, "learning_rate": 0.00013450000000000002, "loss": 8.1671, "mean_token_accuracy": 0.08971341624855995, "num_tokens": 672621.0, "step": 270 }, { "entropy": 8.470209407806397, "epoch": 0.3216374269005848, "grad_norm": 1.1875, "learning_rate": 0.00013700000000000002, "loss": 8.1267, "mean_token_accuracy": 0.09204860255122185, "num_tokens": 685652.0, "step": 275 }, { "entropy": 8.486028385162353, "epoch": 0.32748538011695905, "grad_norm": 0.86328125, "learning_rate": 0.0001395, "loss": 8.1752, "mean_token_accuracy": 0.09480618685483932, "num_tokens": 696910.0, "step": 280 }, { "entropy": 8.44861536026001, "epoch": 0.3333333333333333, "grad_norm": 1.3125, "learning_rate": 0.00014199999999999998, "loss": 8.0682, "mean_token_accuracy": 0.09902379810810089, "num_tokens": 709054.0, "step": 285 }, { "entropy": 8.478011894226075, "epoch": 0.3391812865497076, "grad_norm": 1.3828125, "learning_rate": 0.0001445, "loss": 8.0885, "mean_token_accuracy": 0.09357146173715591, "num_tokens": 720902.0, "step": 290 }, { "entropy": 8.469257354736328, "epoch": 0.34502923976608185, "grad_norm": 0.90234375, "learning_rate": 0.000147, "loss": 8.153, "mean_token_accuracy": 0.09559885188937187, "num_tokens": 733319.0, "step": 295 }, { "entropy": 8.412768745422364, "epoch": 0.3508771929824561, "grad_norm": 0.90234375, "learning_rate": 0.0001495, "loss": 8.0329, "mean_token_accuracy": 0.09888283610343933, "num_tokens": 744817.0, "step": 300 }, { "entropy": 8.385979843139648, "epoch": 0.3567251461988304, "grad_norm": 0.921875, "learning_rate": 0.000152, "loss": 8.0906, "mean_token_accuracy": 0.09885545223951339, "num_tokens": 756582.0, "step": 305 }, { "entropy": 8.444335651397704, "epoch": 0.36257309941520466, "grad_norm": 1.03125, "learning_rate": 0.00015450000000000001, "loss": 8.0097, "mean_token_accuracy": 0.10672620832920074, "num_tokens": 769273.0, "step": 310 }, { "entropy": 8.386385726928712, "epoch": 0.3684210526315789, "grad_norm": 1.1171875, "learning_rate": 0.000157, "loss": 8.0753, "mean_token_accuracy": 0.09999166950583457, "num_tokens": 782001.0, "step": 315 }, { "entropy": 8.315172958374024, "epoch": 0.3742690058479532, "grad_norm": 1.03125, "learning_rate": 0.0001595, "loss": 8.0586, "mean_token_accuracy": 0.10521865040063857, "num_tokens": 794575.0, "step": 320 }, { "entropy": 8.437547206878662, "epoch": 0.38011695906432746, "grad_norm": 0.84375, "learning_rate": 0.000162, "loss": 8.0377, "mean_token_accuracy": 0.10137710124254226, "num_tokens": 805583.0, "step": 325 }, { "entropy": 8.299012565612793, "epoch": 0.38596491228070173, "grad_norm": 1.65625, "learning_rate": 0.00016450000000000001, "loss": 8.0804, "mean_token_accuracy": 0.10292363837361336, "num_tokens": 817617.0, "step": 330 }, { "entropy": 8.361987209320068, "epoch": 0.391812865497076, "grad_norm": 1.046875, "learning_rate": 0.00016700000000000002, "loss": 7.9841, "mean_token_accuracy": 0.10257630646228791, "num_tokens": 830043.0, "step": 335 }, { "entropy": 8.306623458862305, "epoch": 0.39766081871345027, "grad_norm": 1.1015625, "learning_rate": 0.00016950000000000003, "loss": 7.9788, "mean_token_accuracy": 0.11217362359166146, "num_tokens": 843200.0, "step": 340 }, { "entropy": 8.317947292327881, "epoch": 0.40350877192982454, "grad_norm": 1.2109375, "learning_rate": 0.00017199999999999998, "loss": 7.9994, "mean_token_accuracy": 0.11003749370574951, "num_tokens": 856031.0, "step": 345 }, { "entropy": 8.315475559234619, "epoch": 0.4093567251461988, "grad_norm": 0.94921875, "learning_rate": 0.00017449999999999999, "loss": 7.9637, "mean_token_accuracy": 0.11112827882170677, "num_tokens": 869119.0, "step": 350 }, { "entropy": 8.308537578582763, "epoch": 0.4152046783625731, "grad_norm": 1.0234375, "learning_rate": 0.000177, "loss": 7.984, "mean_token_accuracy": 0.1118388794362545, "num_tokens": 880802.0, "step": 355 }, { "entropy": 8.310247135162353, "epoch": 0.42105263157894735, "grad_norm": 1.015625, "learning_rate": 0.0001795, "loss": 7.9752, "mean_token_accuracy": 0.11066636517643928, "num_tokens": 894237.0, "step": 360 }, { "entropy": 8.24343318939209, "epoch": 0.4269005847953216, "grad_norm": 1.03125, "learning_rate": 0.000182, "loss": 7.99, "mean_token_accuracy": 0.10824075117707252, "num_tokens": 906695.0, "step": 365 }, { "entropy": 8.380464553833008, "epoch": 0.4327485380116959, "grad_norm": 1.234375, "learning_rate": 0.0001845, "loss": 7.9536, "mean_token_accuracy": 0.11111580803990365, "num_tokens": 918955.0, "step": 370 }, { "entropy": 8.231604385375977, "epoch": 0.43859649122807015, "grad_norm": 0.99609375, "learning_rate": 0.000187, "loss": 7.9735, "mean_token_accuracy": 0.11058306768536567, "num_tokens": 931812.0, "step": 375 }, { "entropy": 8.334205436706544, "epoch": 0.4444444444444444, "grad_norm": 0.8828125, "learning_rate": 0.0001895, "loss": 7.9795, "mean_token_accuracy": 0.10282116234302521, "num_tokens": 945261.0, "step": 380 }, { "entropy": 8.210968399047852, "epoch": 0.4502923976608187, "grad_norm": 0.984375, "learning_rate": 0.000192, "loss": 7.8956, "mean_token_accuracy": 0.11960833892226219, "num_tokens": 958376.0, "step": 385 }, { "entropy": 8.18839659690857, "epoch": 0.45614035087719296, "grad_norm": 0.78515625, "learning_rate": 0.0001945, "loss": 7.9245, "mean_token_accuracy": 0.11952447071671486, "num_tokens": 971709.0, "step": 390 }, { "entropy": 8.367930507659912, "epoch": 0.4619883040935672, "grad_norm": 1.1484375, "learning_rate": 0.00019700000000000002, "loss": 7.8919, "mean_token_accuracy": 0.11701075136661529, "num_tokens": 983847.0, "step": 395 }, { "entropy": 8.25608139038086, "epoch": 0.4678362573099415, "grad_norm": 1.078125, "learning_rate": 0.00019950000000000002, "loss": 7.9585, "mean_token_accuracy": 0.10782488510012626, "num_tokens": 997034.0, "step": 400 }, { "entropy": 8.187435054779053, "epoch": 0.47368421052631576, "grad_norm": 1.0234375, "learning_rate": 0.000202, "loss": 7.9853, "mean_token_accuracy": 0.11163778379559516, "num_tokens": 1010213.0, "step": 405 }, { "entropy": 8.300292873382569, "epoch": 0.47953216374269003, "grad_norm": 1.5078125, "learning_rate": 0.00020449999999999998, "loss": 7.8797, "mean_token_accuracy": 0.11556096971035004, "num_tokens": 1021618.0, "step": 410 }, { "entropy": 8.165176582336425, "epoch": 0.4853801169590643, "grad_norm": 1.15625, "learning_rate": 0.000207, "loss": 7.8907, "mean_token_accuracy": 0.11225929781794548, "num_tokens": 1033809.0, "step": 415 }, { "entropy": 8.331029987335205, "epoch": 0.49122807017543857, "grad_norm": 1.4296875, "learning_rate": 0.0002095, "loss": 7.888, "mean_token_accuracy": 0.11076272949576378, "num_tokens": 1045291.0, "step": 420 }, { "entropy": 8.092021656036376, "epoch": 0.49707602339181284, "grad_norm": 1.4609375, "learning_rate": 0.000212, "loss": 7.8613, "mean_token_accuracy": 0.11468090787529946, "num_tokens": 1057516.0, "step": 425 }, { "entropy": 8.167704010009766, "epoch": 0.5029239766081871, "grad_norm": 1.390625, "learning_rate": 0.0002145, "loss": 7.8082, "mean_token_accuracy": 0.12245556116104125, "num_tokens": 1070675.0, "step": 430 }, { "entropy": 8.19180703163147, "epoch": 0.5087719298245614, "grad_norm": 0.9453125, "learning_rate": 0.00021700000000000002, "loss": 7.888, "mean_token_accuracy": 0.12304584905505181, "num_tokens": 1082965.0, "step": 435 }, { "entropy": 8.234239482879639, "epoch": 0.5146198830409356, "grad_norm": 0.8515625, "learning_rate": 0.0002195, "loss": 7.858, "mean_token_accuracy": 0.112663733959198, "num_tokens": 1095922.0, "step": 440 }, { "entropy": 8.179874038696289, "epoch": 0.52046783625731, "grad_norm": 1.0234375, "learning_rate": 0.000222, "loss": 7.8413, "mean_token_accuracy": 0.11735650300979614, "num_tokens": 1109002.0, "step": 445 }, { "entropy": 8.141633415222168, "epoch": 0.5263157894736842, "grad_norm": 0.97265625, "learning_rate": 0.0002245, "loss": 7.8662, "mean_token_accuracy": 0.11112897917628288, "num_tokens": 1121199.0, "step": 450 }, { "entropy": 8.179853630065917, "epoch": 0.5321637426900585, "grad_norm": 0.9765625, "learning_rate": 0.00022700000000000002, "loss": 7.8017, "mean_token_accuracy": 0.12308088317513466, "num_tokens": 1134721.0, "step": 455 }, { "entropy": 8.180206298828125, "epoch": 0.5380116959064327, "grad_norm": 1.4453125, "learning_rate": 0.00022950000000000002, "loss": 7.8632, "mean_token_accuracy": 0.11824943199753761, "num_tokens": 1147954.0, "step": 460 }, { "entropy": 8.030020809173584, "epoch": 0.543859649122807, "grad_norm": 0.8984375, "learning_rate": 0.00023200000000000003, "loss": 7.81, "mean_token_accuracy": 0.1231809377670288, "num_tokens": 1161208.0, "step": 465 }, { "entropy": 8.183233261108398, "epoch": 0.5497076023391813, "grad_norm": 1.25, "learning_rate": 0.00023449999999999998, "loss": 7.9011, "mean_token_accuracy": 0.11757142841815948, "num_tokens": 1173789.0, "step": 470 }, { "entropy": 8.235744667053222, "epoch": 0.5555555555555556, "grad_norm": 1.0703125, "learning_rate": 0.000237, "loss": 7.7889, "mean_token_accuracy": 0.12023304700851441, "num_tokens": 1185765.0, "step": 475 }, { "entropy": 7.98179259300232, "epoch": 0.5614035087719298, "grad_norm": 1.1015625, "learning_rate": 0.0002395, "loss": 7.8028, "mean_token_accuracy": 0.1243036225438118, "num_tokens": 1197954.0, "step": 480 }, { "entropy": 8.164046669006348, "epoch": 0.5672514619883041, "grad_norm": 0.94140625, "learning_rate": 0.000242, "loss": 7.7434, "mean_token_accuracy": 0.12476142644882202, "num_tokens": 1211285.0, "step": 485 }, { "entropy": 8.129650735855103, "epoch": 0.5730994152046783, "grad_norm": 0.94921875, "learning_rate": 0.0002445, "loss": 7.8072, "mean_token_accuracy": 0.1169096663594246, "num_tokens": 1223197.0, "step": 490 }, { "entropy": 8.043150568008423, "epoch": 0.5789473684210527, "grad_norm": 1.0390625, "learning_rate": 0.000247, "loss": 7.7402, "mean_token_accuracy": 0.12265990749001503, "num_tokens": 1234817.0, "step": 495 }, { "entropy": 8.130622863769531, "epoch": 0.5847953216374269, "grad_norm": 0.93359375, "learning_rate": 0.0002495, "loss": 7.8029, "mean_token_accuracy": 0.12631115764379502, "num_tokens": 1249305.0, "step": 500 }, { "epoch": 0.5847953216374269, "eval_entropy": 7.920137181746221, "eval_loss": 7.822256088256836, "eval_mean_token_accuracy": 0.1146006511996849, "eval_num_tokens": 1249305.0, "eval_runtime": 1.74, "eval_samples_per_second": 1555.772, "eval_steps_per_second": 194.831, "step": 500 }, { "entropy": 8.136149835586547, "epoch": 0.5906432748538012, "grad_norm": 1.1328125, "learning_rate": 0.000252, "loss": 7.7717, "mean_token_accuracy": 0.12191700711846351, "num_tokens": 1262182.0, "step": 505 }, { "entropy": 8.012873411178589, "epoch": 0.5964912280701754, "grad_norm": 1.09375, "learning_rate": 0.0002545, "loss": 7.7877, "mean_token_accuracy": 0.12733336314558982, "num_tokens": 1274616.0, "step": 510 }, { "entropy": 8.046648216247558, "epoch": 0.6023391812865497, "grad_norm": 0.96484375, "learning_rate": 0.000257, "loss": 7.7911, "mean_token_accuracy": 0.11969717964529991, "num_tokens": 1287306.0, "step": 515 }, { "entropy": 8.059616661071777, "epoch": 0.6081871345029239, "grad_norm": 1.015625, "learning_rate": 0.0002595, "loss": 7.6474, "mean_token_accuracy": 0.12940788641571999, "num_tokens": 1299472.0, "step": 520 }, { "entropy": 8.013744401931763, "epoch": 0.6140350877192983, "grad_norm": 1.0859375, "learning_rate": 0.000262, "loss": 7.6178, "mean_token_accuracy": 0.13267553746700286, "num_tokens": 1312636.0, "step": 525 }, { "entropy": 7.913894128799439, "epoch": 0.6198830409356725, "grad_norm": 1.2265625, "learning_rate": 0.00026450000000000003, "loss": 7.659, "mean_token_accuracy": 0.13482385575771333, "num_tokens": 1324058.0, "step": 530 }, { "entropy": 8.036643075942994, "epoch": 0.6257309941520468, "grad_norm": 1.2890625, "learning_rate": 0.00026700000000000004, "loss": 7.7684, "mean_token_accuracy": 0.11713232323527337, "num_tokens": 1337605.0, "step": 535 }, { "entropy": 8.078272104263306, "epoch": 0.631578947368421, "grad_norm": 1.3359375, "learning_rate": 0.00026950000000000005, "loss": 7.777, "mean_token_accuracy": 0.1210218109190464, "num_tokens": 1350658.0, "step": 540 }, { "entropy": 8.057914018630981, "epoch": 0.6374269005847953, "grad_norm": 1.2421875, "learning_rate": 0.00027200000000000005, "loss": 7.707, "mean_token_accuracy": 0.12556772753596307, "num_tokens": 1362091.0, "step": 545 }, { "entropy": 7.995908594131469, "epoch": 0.6432748538011696, "grad_norm": 1.1015625, "learning_rate": 0.0002745, "loss": 7.704, "mean_token_accuracy": 0.12518641129136085, "num_tokens": 1374055.0, "step": 550 }, { "entropy": 7.98234977722168, "epoch": 0.6491228070175439, "grad_norm": 1.171875, "learning_rate": 0.000277, "loss": 7.58, "mean_token_accuracy": 0.12927438765764238, "num_tokens": 1385269.0, "step": 555 }, { "entropy": 7.961950588226318, "epoch": 0.6549707602339181, "grad_norm": 0.83203125, "learning_rate": 0.0002795, "loss": 7.6932, "mean_token_accuracy": 0.13011750653386117, "num_tokens": 1396559.0, "step": 560 }, { "entropy": 7.937076187133789, "epoch": 0.6608187134502924, "grad_norm": 1.234375, "learning_rate": 0.00028199999999999997, "loss": 7.7119, "mean_token_accuracy": 0.13076897338032722, "num_tokens": 1408838.0, "step": 565 }, { "entropy": 7.980747890472412, "epoch": 0.6666666666666666, "grad_norm": 0.98828125, "learning_rate": 0.0002845, "loss": 7.5961, "mean_token_accuracy": 0.1342053160071373, "num_tokens": 1421023.0, "step": 570 }, { "entropy": 7.89539532661438, "epoch": 0.672514619883041, "grad_norm": 1.15625, "learning_rate": 0.000287, "loss": 7.6598, "mean_token_accuracy": 0.13019674867391587, "num_tokens": 1433912.0, "step": 575 }, { "entropy": 8.000441455841065, "epoch": 0.6783625730994152, "grad_norm": 1.2734375, "learning_rate": 0.0002895, "loss": 7.6742, "mean_token_accuracy": 0.12573233470320702, "num_tokens": 1445262.0, "step": 580 }, { "entropy": 7.876591634750366, "epoch": 0.6842105263157895, "grad_norm": 0.83203125, "learning_rate": 0.000292, "loss": 7.6415, "mean_token_accuracy": 0.12933589220046998, "num_tokens": 1457927.0, "step": 585 }, { "entropy": 7.937921953201294, "epoch": 0.6900584795321637, "grad_norm": 0.93359375, "learning_rate": 0.0002945, "loss": 7.6915, "mean_token_accuracy": 0.12511010393500327, "num_tokens": 1470116.0, "step": 590 }, { "entropy": 7.94811863899231, "epoch": 0.695906432748538, "grad_norm": 1.3984375, "learning_rate": 0.000297, "loss": 7.5772, "mean_token_accuracy": 0.13277097642421723, "num_tokens": 1482067.0, "step": 595 }, { "entropy": 7.93737530708313, "epoch": 0.7017543859649122, "grad_norm": 1.1875, "learning_rate": 0.0002995, "loss": 7.6747, "mean_token_accuracy": 0.12135898694396019, "num_tokens": 1493902.0, "step": 600 }, { "entropy": 7.944917917251587, "epoch": 0.7076023391812866, "grad_norm": 1.1875, "learning_rate": 0.000302, "loss": 7.6329, "mean_token_accuracy": 0.12311855405569076, "num_tokens": 1505689.0, "step": 605 }, { "entropy": 7.876118469238281, "epoch": 0.7134502923976608, "grad_norm": 1.09375, "learning_rate": 0.0003045, "loss": 7.5735, "mean_token_accuracy": 0.1439603090286255, "num_tokens": 1518002.0, "step": 610 }, { "entropy": 7.9030755996704105, "epoch": 0.7192982456140351, "grad_norm": 1.078125, "learning_rate": 0.000307, "loss": 7.601, "mean_token_accuracy": 0.12741394564509392, "num_tokens": 1529307.0, "step": 615 }, { "entropy": 7.934239673614502, "epoch": 0.7251461988304093, "grad_norm": 1.03125, "learning_rate": 0.0003095, "loss": 7.7544, "mean_token_accuracy": 0.11436132788658142, "num_tokens": 1542351.0, "step": 620 }, { "entropy": 7.823674011230469, "epoch": 0.7309941520467836, "grad_norm": 1.1328125, "learning_rate": 0.000312, "loss": 7.5697, "mean_token_accuracy": 0.1321065440773964, "num_tokens": 1556263.0, "step": 625 }, { "entropy": 7.873884916305542, "epoch": 0.7368421052631579, "grad_norm": 1.5546875, "learning_rate": 0.0003145, "loss": 7.5818, "mean_token_accuracy": 0.13355903923511506, "num_tokens": 1568906.0, "step": 630 }, { "entropy": 7.839196968078613, "epoch": 0.7426900584795322, "grad_norm": 0.90234375, "learning_rate": 0.000317, "loss": 7.5782, "mean_token_accuracy": 0.132675963640213, "num_tokens": 1580631.0, "step": 635 }, { "entropy": 7.838891458511353, "epoch": 0.7485380116959064, "grad_norm": 1.171875, "learning_rate": 0.0003195, "loss": 7.5937, "mean_token_accuracy": 0.12946432083845139, "num_tokens": 1592369.0, "step": 640 }, { "entropy": 7.938169670104981, "epoch": 0.7543859649122807, "grad_norm": 1.1953125, "learning_rate": 0.000322, "loss": 7.6258, "mean_token_accuracy": 0.13315243050456047, "num_tokens": 1604888.0, "step": 645 }, { "entropy": 7.889529895782471, "epoch": 0.7602339181286549, "grad_norm": 1.0703125, "learning_rate": 0.00032450000000000003, "loss": 7.5451, "mean_token_accuracy": 0.13434720635414124, "num_tokens": 1617128.0, "step": 650 }, { "entropy": 7.793774127960205, "epoch": 0.7660818713450293, "grad_norm": 1.0390625, "learning_rate": 0.00032700000000000003, "loss": 7.5885, "mean_token_accuracy": 0.1243424341082573, "num_tokens": 1629350.0, "step": 655 }, { "entropy": 7.897194147109985, "epoch": 0.7719298245614035, "grad_norm": 0.984375, "learning_rate": 0.00032950000000000004, "loss": 7.6016, "mean_token_accuracy": 0.1256876789033413, "num_tokens": 1643082.0, "step": 660 }, { "entropy": 7.854056262969971, "epoch": 0.7777777777777778, "grad_norm": 0.90234375, "learning_rate": 0.00033200000000000005, "loss": 7.5822, "mean_token_accuracy": 0.13232242465019226, "num_tokens": 1654785.0, "step": 665 }, { "entropy": 7.879878759384155, "epoch": 0.783625730994152, "grad_norm": 0.9609375, "learning_rate": 0.00033450000000000005, "loss": 7.6061, "mean_token_accuracy": 0.12869918420910836, "num_tokens": 1667704.0, "step": 670 }, { "entropy": 7.890443611145019, "epoch": 0.7894736842105263, "grad_norm": 0.94140625, "learning_rate": 0.000337, "loss": 7.5665, "mean_token_accuracy": 0.12847531214356422, "num_tokens": 1680459.0, "step": 675 }, { "entropy": 7.804240417480469, "epoch": 0.7953216374269005, "grad_norm": 1.1015625, "learning_rate": 0.0003395, "loss": 7.4724, "mean_token_accuracy": 0.13116607591509818, "num_tokens": 1692912.0, "step": 680 }, { "entropy": 7.765193080902099, "epoch": 0.8011695906432749, "grad_norm": 2.28125, "learning_rate": 0.000342, "loss": 7.5031, "mean_token_accuracy": 0.13217658475041388, "num_tokens": 1705329.0, "step": 685 }, { "entropy": 7.918375539779663, "epoch": 0.8070175438596491, "grad_norm": 1.1640625, "learning_rate": 0.00034449999999999997, "loss": 7.5958, "mean_token_accuracy": 0.1265776574611664, "num_tokens": 1717283.0, "step": 690 }, { "entropy": 7.726377534866333, "epoch": 0.8128654970760234, "grad_norm": 1.1171875, "learning_rate": 0.000347, "loss": 7.5333, "mean_token_accuracy": 0.13292808830738068, "num_tokens": 1730308.0, "step": 695 }, { "entropy": 7.862821102142334, "epoch": 0.8187134502923976, "grad_norm": 1.078125, "learning_rate": 0.0003495, "loss": 7.5828, "mean_token_accuracy": 0.13102516084909438, "num_tokens": 1742716.0, "step": 700 }, { "entropy": 7.830471420288086, "epoch": 0.8245614035087719, "grad_norm": 1.1484375, "learning_rate": 0.000352, "loss": 7.5287, "mean_token_accuracy": 0.13678008690476418, "num_tokens": 1754183.0, "step": 705 }, { "entropy": 7.751367998123169, "epoch": 0.8304093567251462, "grad_norm": 1.109375, "learning_rate": 0.0003545, "loss": 7.5464, "mean_token_accuracy": 0.12743634656071662, "num_tokens": 1766601.0, "step": 710 }, { "entropy": 7.780935764312744, "epoch": 0.8362573099415205, "grad_norm": 1.7734375, "learning_rate": 0.000357, "loss": 7.4354, "mean_token_accuracy": 0.14405448883771896, "num_tokens": 1778756.0, "step": 715 }, { "entropy": 7.539671182632446, "epoch": 0.8421052631578947, "grad_norm": 1.25, "learning_rate": 0.0003595, "loss": 7.4979, "mean_token_accuracy": 0.13751505464315414, "num_tokens": 1791485.0, "step": 720 }, { "entropy": 7.818372631072998, "epoch": 0.847953216374269, "grad_norm": 0.984375, "learning_rate": 0.000362, "loss": 7.518, "mean_token_accuracy": 0.1304582789540291, "num_tokens": 1803712.0, "step": 725 }, { "entropy": 7.721041631698609, "epoch": 0.8538011695906432, "grad_norm": 0.8515625, "learning_rate": 0.0003645, "loss": 7.4694, "mean_token_accuracy": 0.13335771411657332, "num_tokens": 1818387.0, "step": 730 }, { "entropy": 7.743247652053833, "epoch": 0.8596491228070176, "grad_norm": 1.0546875, "learning_rate": 0.000367, "loss": 7.4671, "mean_token_accuracy": 0.13619914576411246, "num_tokens": 1830113.0, "step": 735 }, { "entropy": 7.735281753540039, "epoch": 0.8654970760233918, "grad_norm": 1.078125, "learning_rate": 0.0003695, "loss": 7.5761, "mean_token_accuracy": 0.13483594059944154, "num_tokens": 1841789.0, "step": 740 }, { "entropy": 7.668903923034668, "epoch": 0.8713450292397661, "grad_norm": 1.078125, "learning_rate": 0.000372, "loss": 7.4507, "mean_token_accuracy": 0.13731630146503448, "num_tokens": 1853669.0, "step": 745 }, { "entropy": 7.724067640304566, "epoch": 0.8771929824561403, "grad_norm": 0.92578125, "learning_rate": 0.0003745, "loss": 7.5109, "mean_token_accuracy": 0.13437143638730048, "num_tokens": 1865322.0, "step": 750 }, { "entropy": 7.644190073013306, "epoch": 0.8830409356725146, "grad_norm": 1.3046875, "learning_rate": 0.000377, "loss": 7.3942, "mean_token_accuracy": 0.1427222914993763, "num_tokens": 1879039.0, "step": 755 }, { "entropy": 7.785293626785278, "epoch": 0.8888888888888888, "grad_norm": 1.0078125, "learning_rate": 0.0003795, "loss": 7.5554, "mean_token_accuracy": 0.12891999259591103, "num_tokens": 1893078.0, "step": 760 }, { "entropy": 7.748642826080323, "epoch": 0.8947368421052632, "grad_norm": 0.90234375, "learning_rate": 0.000382, "loss": 7.5767, "mean_token_accuracy": 0.12865981981158256, "num_tokens": 1907399.0, "step": 765 }, { "entropy": 7.704698705673218, "epoch": 0.9005847953216374, "grad_norm": 0.96875, "learning_rate": 0.0003845, "loss": 7.5235, "mean_token_accuracy": 0.12384044975042344, "num_tokens": 1919290.0, "step": 770 }, { "entropy": 7.804563283920288, "epoch": 0.9064327485380117, "grad_norm": 1.2265625, "learning_rate": 0.00038700000000000003, "loss": 7.4842, "mean_token_accuracy": 0.12996885776519776, "num_tokens": 1931658.0, "step": 775 }, { "entropy": 7.707001209259033, "epoch": 0.9122807017543859, "grad_norm": 1.140625, "learning_rate": 0.00038950000000000003, "loss": 7.4773, "mean_token_accuracy": 0.1285408228635788, "num_tokens": 1943881.0, "step": 780 }, { "entropy": 7.667708969116211, "epoch": 0.9181286549707602, "grad_norm": 1.09375, "learning_rate": 0.00039200000000000004, "loss": 7.4053, "mean_token_accuracy": 0.1371392272412777, "num_tokens": 1956288.0, "step": 785 }, { "entropy": 7.6015739917755125, "epoch": 0.9239766081871345, "grad_norm": 1.125, "learning_rate": 0.00039450000000000005, "loss": 7.3066, "mean_token_accuracy": 0.13772179931402206, "num_tokens": 1967265.0, "step": 790 }, { "entropy": 7.597353601455689, "epoch": 0.9298245614035088, "grad_norm": 1.0390625, "learning_rate": 0.00039700000000000005, "loss": 7.447, "mean_token_accuracy": 0.13603045642375947, "num_tokens": 1980039.0, "step": 795 }, { "entropy": 7.690238094329834, "epoch": 0.935672514619883, "grad_norm": 0.921875, "learning_rate": 0.0003995, "loss": 7.4093, "mean_token_accuracy": 0.13160398453474045, "num_tokens": 1992735.0, "step": 800 }, { "entropy": 7.704154777526855, "epoch": 0.9415204678362573, "grad_norm": 1.0, "learning_rate": 0.000402, "loss": 7.4332, "mean_token_accuracy": 0.13839306458830833, "num_tokens": 2004545.0, "step": 805 }, { "entropy": 7.581313180923462, "epoch": 0.9473684210526315, "grad_norm": 0.94140625, "learning_rate": 0.0004045, "loss": 7.4323, "mean_token_accuracy": 0.13345621451735495, "num_tokens": 2017100.0, "step": 810 }, { "entropy": 7.68658595085144, "epoch": 0.9532163742690059, "grad_norm": 0.9140625, "learning_rate": 0.00040699999999999997, "loss": 7.3636, "mean_token_accuracy": 0.14662561491131781, "num_tokens": 2029868.0, "step": 815 }, { "entropy": 7.646354150772095, "epoch": 0.9590643274853801, "grad_norm": 1.15625, "learning_rate": 0.0004095, "loss": 7.4397, "mean_token_accuracy": 0.13421894684433938, "num_tokens": 2041334.0, "step": 820 }, { "entropy": 7.6902111053466795, "epoch": 0.9649122807017544, "grad_norm": 1.1171875, "learning_rate": 0.000412, "loss": 7.5138, "mean_token_accuracy": 0.13264959007501603, "num_tokens": 2054797.0, "step": 825 }, { "entropy": 7.602681684494018, "epoch": 0.9707602339181286, "grad_norm": 1.015625, "learning_rate": 0.0004145, "loss": 7.4045, "mean_token_accuracy": 0.13147154748439788, "num_tokens": 2068337.0, "step": 830 }, { "entropy": 7.694418144226074, "epoch": 0.9766081871345029, "grad_norm": 1.0, "learning_rate": 0.000417, "loss": 7.4365, "mean_token_accuracy": 0.13966115042567254, "num_tokens": 2079984.0, "step": 835 }, { "entropy": 7.612453842163086, "epoch": 0.9824561403508771, "grad_norm": 1.1640625, "learning_rate": 0.0004195, "loss": 7.4319, "mean_token_accuracy": 0.13970493376255036, "num_tokens": 2093069.0, "step": 840 }, { "entropy": 7.611123704910279, "epoch": 0.9883040935672515, "grad_norm": 0.9453125, "learning_rate": 0.000422, "loss": 7.3801, "mean_token_accuracy": 0.13889345675706863, "num_tokens": 2104753.0, "step": 845 }, { "entropy": 7.604637861251831, "epoch": 0.9941520467836257, "grad_norm": 0.98046875, "learning_rate": 0.0004245, "loss": 7.391, "mean_token_accuracy": 0.13473013713955878, "num_tokens": 2116576.0, "step": 850 }, { "entropy": 7.654403877258301, "epoch": 1.0, "grad_norm": 1.015625, "learning_rate": 0.000427, "loss": 7.3747, "mean_token_accuracy": 0.13166687712073327, "num_tokens": 2129484.0, "step": 855 }, { "entropy": 7.537336349487305, "epoch": 1.0058479532163742, "grad_norm": 1.03125, "learning_rate": 0.0004295, "loss": 7.2449, "mean_token_accuracy": 0.14783877283334732, "num_tokens": 2142000.0, "step": 860 }, { "entropy": 7.523657131195068, "epoch": 1.0116959064327484, "grad_norm": 1.046875, "learning_rate": 0.000432, "loss": 7.176, "mean_token_accuracy": 0.1486393131315708, "num_tokens": 2152965.0, "step": 865 }, { "entropy": 7.559857559204102, "epoch": 1.0175438596491229, "grad_norm": 0.92578125, "learning_rate": 0.0004345, "loss": 7.2756, "mean_token_accuracy": 0.13471193611621857, "num_tokens": 2165078.0, "step": 870 }, { "entropy": 7.430526161193848, "epoch": 1.023391812865497, "grad_norm": 1.1328125, "learning_rate": 0.000437, "loss": 7.2031, "mean_token_accuracy": 0.14576031267642975, "num_tokens": 2176706.0, "step": 875 }, { "entropy": 7.623335981369019, "epoch": 1.0292397660818713, "grad_norm": 1.0625, "learning_rate": 0.0004395, "loss": 7.2517, "mean_token_accuracy": 0.13940724432468415, "num_tokens": 2190157.0, "step": 880 }, { "entropy": 7.54054594039917, "epoch": 1.0350877192982457, "grad_norm": 0.9609375, "learning_rate": 0.000442, "loss": 7.2133, "mean_token_accuracy": 0.14537803903222085, "num_tokens": 2201821.0, "step": 885 }, { "entropy": 7.468587160110474, "epoch": 1.04093567251462, "grad_norm": 1.0546875, "learning_rate": 0.0004445, "loss": 7.158, "mean_token_accuracy": 0.15055620521306992, "num_tokens": 2214504.0, "step": 890 }, { "entropy": 7.467399740219117, "epoch": 1.0467836257309941, "grad_norm": 0.953125, "learning_rate": 0.000447, "loss": 7.2665, "mean_token_accuracy": 0.14105323553085328, "num_tokens": 2226318.0, "step": 895 }, { "entropy": 7.555955314636231, "epoch": 1.0526315789473684, "grad_norm": 0.86328125, "learning_rate": 0.00044950000000000003, "loss": 7.2829, "mean_token_accuracy": 0.13729312494397164, "num_tokens": 2237892.0, "step": 900 }, { "entropy": 7.526016616821289, "epoch": 1.0584795321637426, "grad_norm": 1.15625, "learning_rate": 0.00045200000000000004, "loss": 7.2314, "mean_token_accuracy": 0.1435258150100708, "num_tokens": 2250656.0, "step": 905 }, { "entropy": 7.511065912246704, "epoch": 1.064327485380117, "grad_norm": 1.0, "learning_rate": 0.00045450000000000004, "loss": 7.2637, "mean_token_accuracy": 0.13697190061211587, "num_tokens": 2263685.0, "step": 910 }, { "entropy": 7.494118690490723, "epoch": 1.0701754385964912, "grad_norm": 1.0, "learning_rate": 0.00045700000000000005, "loss": 7.232, "mean_token_accuracy": 0.1364179164171219, "num_tokens": 2275413.0, "step": 915 }, { "entropy": 7.477536964416504, "epoch": 1.0760233918128654, "grad_norm": 0.9765625, "learning_rate": 0.00045950000000000006, "loss": 7.2195, "mean_token_accuracy": 0.14017109125852584, "num_tokens": 2288165.0, "step": 920 }, { "entropy": 7.574978637695312, "epoch": 1.0818713450292399, "grad_norm": 1.015625, "learning_rate": 0.000462, "loss": 7.2053, "mean_token_accuracy": 0.13687562569975853, "num_tokens": 2300574.0, "step": 925 }, { "entropy": 7.416238403320312, "epoch": 1.087719298245614, "grad_norm": 1.203125, "learning_rate": 0.0004645, "loss": 7.219, "mean_token_accuracy": 0.1380111664533615, "num_tokens": 2311631.0, "step": 930 }, { "entropy": 7.547397470474243, "epoch": 1.0935672514619883, "grad_norm": 1.09375, "learning_rate": 0.000467, "loss": 7.234, "mean_token_accuracy": 0.14326555654406548, "num_tokens": 2324312.0, "step": 935 }, { "entropy": 7.512025690078735, "epoch": 1.0994152046783625, "grad_norm": 1.015625, "learning_rate": 0.0004695, "loss": 7.2855, "mean_token_accuracy": 0.13624050617218017, "num_tokens": 2337747.0, "step": 940 }, { "entropy": 7.413490962982178, "epoch": 1.1052631578947367, "grad_norm": 0.93359375, "learning_rate": 0.000472, "loss": 7.2546, "mean_token_accuracy": 0.1424066536128521, "num_tokens": 2349830.0, "step": 945 }, { "entropy": 7.565069675445557, "epoch": 1.1111111111111112, "grad_norm": 0.984375, "learning_rate": 0.0004745, "loss": 7.1993, "mean_token_accuracy": 0.14769526124000548, "num_tokens": 2361825.0, "step": 950 }, { "entropy": 7.369341516494751, "epoch": 1.1169590643274854, "grad_norm": 0.94921875, "learning_rate": 0.000477, "loss": 7.1361, "mean_token_accuracy": 0.1449691839516163, "num_tokens": 2373963.0, "step": 955 }, { "entropy": 7.453041648864746, "epoch": 1.1228070175438596, "grad_norm": 1.0625, "learning_rate": 0.0004795, "loss": 7.2795, "mean_token_accuracy": 0.13922639787197114, "num_tokens": 2386348.0, "step": 960 }, { "entropy": 7.489872980117798, "epoch": 1.128654970760234, "grad_norm": 1.0234375, "learning_rate": 0.000482, "loss": 7.1985, "mean_token_accuracy": 0.13827377706766128, "num_tokens": 2398338.0, "step": 965 }, { "entropy": 7.514949655532837, "epoch": 1.1345029239766082, "grad_norm": 1.0234375, "learning_rate": 0.0004845, "loss": 7.1533, "mean_token_accuracy": 0.14474421963095666, "num_tokens": 2411855.0, "step": 970 }, { "entropy": 7.357582998275757, "epoch": 1.1403508771929824, "grad_norm": 1.0625, "learning_rate": 0.000487, "loss": 7.2126, "mean_token_accuracy": 0.14526815563440323, "num_tokens": 2424271.0, "step": 975 }, { "entropy": 7.440734958648681, "epoch": 1.1461988304093567, "grad_norm": 0.9453125, "learning_rate": 0.0004895, "loss": 7.2256, "mean_token_accuracy": 0.13997550830245017, "num_tokens": 2436668.0, "step": 980 }, { "entropy": 7.424071168899536, "epoch": 1.1520467836257309, "grad_norm": 1.0546875, "learning_rate": 0.000492, "loss": 7.1748, "mean_token_accuracy": 0.1401802718639374, "num_tokens": 2449451.0, "step": 985 }, { "entropy": 7.5277848720550535, "epoch": 1.1578947368421053, "grad_norm": 1.1015625, "learning_rate": 0.0004945, "loss": 7.2966, "mean_token_accuracy": 0.13498533368110657, "num_tokens": 2463107.0, "step": 990 }, { "entropy": 7.464729595184326, "epoch": 1.1637426900584795, "grad_norm": 0.9140625, "learning_rate": 0.000497, "loss": 7.2098, "mean_token_accuracy": 0.14099321886897087, "num_tokens": 2475443.0, "step": 995 }, { "entropy": 7.4347583770751955, "epoch": 1.1695906432748537, "grad_norm": 0.9609375, "learning_rate": 0.0004995, "loss": 7.1595, "mean_token_accuracy": 0.13942319229245187, "num_tokens": 2486884.0, "step": 1000 }, { "epoch": 1.1695906432748537, "eval_entropy": 7.396586781054472, "eval_loss": 7.327540397644043, "eval_mean_token_accuracy": 0.13058083411306143, "eval_num_tokens": 2486884.0, "eval_runtime": 1.7343, "eval_samples_per_second": 1560.818, "eval_steps_per_second": 195.463, "step": 1000 }, { "entropy": 7.410801887512207, "epoch": 1.1754385964912282, "grad_norm": 1.1640625, "learning_rate": 0.0004999996875147963, "loss": 7.1007, "mean_token_accuracy": 0.15155821964144706, "num_tokens": 2499310.0, "step": 1005 }, { "entropy": 7.434916257858276, "epoch": 1.1812865497076024, "grad_norm": 1.0625, "learning_rate": 0.0004999984180451436, "loss": 7.2163, "mean_token_accuracy": 0.1340879425406456, "num_tokens": 2512230.0, "step": 1010 }, { "entropy": 7.411216306686401, "epoch": 1.1871345029239766, "grad_norm": 1.046875, "learning_rate": 0.0004999961720662221, "loss": 7.274, "mean_token_accuracy": 0.13820524960756303, "num_tokens": 2525255.0, "step": 1015 }, { "entropy": 7.425869369506836, "epoch": 1.1929824561403508, "grad_norm": 1.140625, "learning_rate": 0.0004999929495877796, "loss": 7.1618, "mean_token_accuracy": 0.14160262942314147, "num_tokens": 2537672.0, "step": 1020 }, { "entropy": 7.341161251068115, "epoch": 1.198830409356725, "grad_norm": 0.97265625, "learning_rate": 0.0004999887506238018, "loss": 7.1885, "mean_token_accuracy": 0.14109369292855262, "num_tokens": 2550371.0, "step": 1025 }, { "entropy": 7.4244989395141605, "epoch": 1.2046783625730995, "grad_norm": 0.95703125, "learning_rate": 0.0004999835751925124, "loss": 7.2077, "mean_token_accuracy": 0.13407954722642898, "num_tokens": 2563708.0, "step": 1030 }, { "entropy": 7.464514541625976, "epoch": 1.2105263157894737, "grad_norm": 0.96484375, "learning_rate": 0.0004999774233163734, "loss": 7.1749, "mean_token_accuracy": 0.13515729755163192, "num_tokens": 2576529.0, "step": 1035 }, { "entropy": 7.382573938369751, "epoch": 1.2163742690058479, "grad_norm": 0.93359375, "learning_rate": 0.0004999702950220841, "loss": 7.189, "mean_token_accuracy": 0.13476522713899614, "num_tokens": 2588970.0, "step": 1040 }, { "entropy": 7.370054435729981, "epoch": 1.2222222222222223, "grad_norm": 0.98828125, "learning_rate": 0.0004999621903405819, "loss": 7.126, "mean_token_accuracy": 0.1400519900023937, "num_tokens": 2601134.0, "step": 1045 }, { "entropy": 7.446572351455688, "epoch": 1.2280701754385965, "grad_norm": 0.9609375, "learning_rate": 0.000499953109307042, "loss": 7.1968, "mean_token_accuracy": 0.13780457451939582, "num_tokens": 2612670.0, "step": 1050 }, { "entropy": 7.330738973617554, "epoch": 1.2339181286549707, "grad_norm": 0.99609375, "learning_rate": 0.0004999430519608762, "loss": 7.1517, "mean_token_accuracy": 0.1500091567635536, "num_tokens": 2625157.0, "step": 1055 }, { "entropy": 7.424869203567505, "epoch": 1.239766081871345, "grad_norm": 0.9375, "learning_rate": 0.0004999320183457346, "loss": 7.1486, "mean_token_accuracy": 0.1392211377620697, "num_tokens": 2638318.0, "step": 1060 }, { "entropy": 7.385347890853882, "epoch": 1.2456140350877192, "grad_norm": 1.0703125, "learning_rate": 0.0004999200085095035, "loss": 7.134, "mean_token_accuracy": 0.1431312918663025, "num_tokens": 2651024.0, "step": 1065 }, { "entropy": 7.197023820877075, "epoch": 1.2514619883040936, "grad_norm": 1.1484375, "learning_rate": 0.0004999070225043068, "loss": 7.0639, "mean_token_accuracy": 0.14909755140542985, "num_tokens": 2665568.0, "step": 1070 }, { "entropy": 7.542721223831177, "epoch": 1.2573099415204678, "grad_norm": 1.046875, "learning_rate": 0.0004998930603865042, "loss": 7.1996, "mean_token_accuracy": 0.13743996322155, "num_tokens": 2678748.0, "step": 1075 }, { "entropy": 7.32189826965332, "epoch": 1.263157894736842, "grad_norm": 0.9296875, "learning_rate": 0.0004998781222166929, "loss": 7.1173, "mean_token_accuracy": 0.14156942144036294, "num_tokens": 2690682.0, "step": 1080 }, { "entropy": 7.289649391174317, "epoch": 1.2690058479532165, "grad_norm": 1.078125, "learning_rate": 0.0004998622080597052, "loss": 7.1589, "mean_token_accuracy": 0.13398671224713327, "num_tokens": 2703077.0, "step": 1085 }, { "entropy": 7.3387401580810545, "epoch": 1.2748538011695907, "grad_norm": 1.0546875, "learning_rate": 0.0004998453179846098, "loss": 7.1259, "mean_token_accuracy": 0.13829808682203293, "num_tokens": 2714609.0, "step": 1090 }, { "entropy": 7.396260023117065, "epoch": 1.280701754385965, "grad_norm": 1.09375, "learning_rate": 0.0004998274520647109, "loss": 7.0918, "mean_token_accuracy": 0.1457760065793991, "num_tokens": 2726907.0, "step": 1095 }, { "entropy": 7.268807315826416, "epoch": 1.286549707602339, "grad_norm": 1.109375, "learning_rate": 0.0004998086103775478, "loss": 7.1088, "mean_token_accuracy": 0.13768557012081145, "num_tokens": 2739248.0, "step": 1100 }, { "entropy": 7.356909608840942, "epoch": 1.2923976608187133, "grad_norm": 0.8671875, "learning_rate": 0.0004997887930048947, "loss": 7.0384, "mean_token_accuracy": 0.1473199874162674, "num_tokens": 2753842.0, "step": 1105 }, { "entropy": 7.265995216369629, "epoch": 1.2982456140350878, "grad_norm": 1.0, "learning_rate": 0.0004997680000327607, "loss": 7.1389, "mean_token_accuracy": 0.13432746306061744, "num_tokens": 2767249.0, "step": 1110 }, { "entropy": 7.400834608078003, "epoch": 1.304093567251462, "grad_norm": 1.125, "learning_rate": 0.0004997462315513884, "loss": 7.117, "mean_token_accuracy": 0.14291927963495255, "num_tokens": 2779657.0, "step": 1115 }, { "entropy": 7.343295621871948, "epoch": 1.3099415204678362, "grad_norm": 1.6484375, "learning_rate": 0.000499723487655255, "loss": 7.0373, "mean_token_accuracy": 0.14398355707526206, "num_tokens": 2792760.0, "step": 1120 }, { "entropy": 7.285030221939087, "epoch": 1.3157894736842106, "grad_norm": 0.91796875, "learning_rate": 0.0004996997684430703, "loss": 7.0528, "mean_token_accuracy": 0.14452853202819824, "num_tokens": 2805277.0, "step": 1125 }, { "entropy": 7.263354873657226, "epoch": 1.3216374269005848, "grad_norm": 1.0078125, "learning_rate": 0.0004996750740177775, "loss": 7.157, "mean_token_accuracy": 0.14185430854558945, "num_tokens": 2818341.0, "step": 1130 }, { "entropy": 7.370803260803223, "epoch": 1.327485380116959, "grad_norm": 0.9921875, "learning_rate": 0.0004996494044865521, "loss": 7.118, "mean_token_accuracy": 0.1415998138487339, "num_tokens": 2830199.0, "step": 1135 }, { "entropy": 7.131627798080444, "epoch": 1.3333333333333333, "grad_norm": 1.0390625, "learning_rate": 0.0004996227599608018, "loss": 7.0109, "mean_token_accuracy": 0.1468503713607788, "num_tokens": 2842141.0, "step": 1140 }, { "entropy": 7.376796817779541, "epoch": 1.3391812865497075, "grad_norm": 1.1328125, "learning_rate": 0.0004995951405561658, "loss": 7.087, "mean_token_accuracy": 0.1350610874593258, "num_tokens": 2854929.0, "step": 1145 }, { "entropy": 7.256033039093017, "epoch": 1.345029239766082, "grad_norm": 0.93359375, "learning_rate": 0.0004995665463925142, "loss": 7.0946, "mean_token_accuracy": 0.14368716776371002, "num_tokens": 2867034.0, "step": 1150 }, { "entropy": 7.244560575485229, "epoch": 1.3508771929824561, "grad_norm": 0.859375, "learning_rate": 0.0004995369775939478, "loss": 6.9939, "mean_token_accuracy": 0.1505236506462097, "num_tokens": 2881254.0, "step": 1155 }, { "entropy": 7.286165046691894, "epoch": 1.3567251461988303, "grad_norm": 0.984375, "learning_rate": 0.0004995064342887972, "loss": 7.102, "mean_token_accuracy": 0.14152786880731583, "num_tokens": 2894592.0, "step": 1160 }, { "entropy": 7.240753030776977, "epoch": 1.3625730994152048, "grad_norm": 0.953125, "learning_rate": 0.0004994749166096226, "loss": 7.0334, "mean_token_accuracy": 0.14414507299661636, "num_tokens": 2907196.0, "step": 1165 }, { "entropy": 7.277744579315185, "epoch": 1.368421052631579, "grad_norm": 0.93359375, "learning_rate": 0.0004994424246932129, "loss": 7.0989, "mean_token_accuracy": 0.1371539294719696, "num_tokens": 2920398.0, "step": 1170 }, { "entropy": 7.242294979095459, "epoch": 1.3742690058479532, "grad_norm": 0.9921875, "learning_rate": 0.0004994089586805856, "loss": 7.0167, "mean_token_accuracy": 0.14515721797943115, "num_tokens": 2932052.0, "step": 1175 }, { "entropy": 7.358625030517578, "epoch": 1.3801169590643274, "grad_norm": 1.0234375, "learning_rate": 0.0004993745187169852, "loss": 7.0886, "mean_token_accuracy": 0.1365416131913662, "num_tokens": 2943620.0, "step": 1180 }, { "entropy": 7.208013010025025, "epoch": 1.3859649122807016, "grad_norm": 1.0234375, "learning_rate": 0.000499339104951884, "loss": 7.0413, "mean_token_accuracy": 0.1536354199051857, "num_tokens": 2956159.0, "step": 1185 }, { "entropy": 7.2751524448394775, "epoch": 1.391812865497076, "grad_norm": 1.0703125, "learning_rate": 0.00049930271753898, "loss": 7.0557, "mean_token_accuracy": 0.1427343636751175, "num_tokens": 2967332.0, "step": 1190 }, { "entropy": 7.205974292755127, "epoch": 1.3976608187134503, "grad_norm": 0.91015625, "learning_rate": 0.0004992653566361974, "loss": 7.0593, "mean_token_accuracy": 0.13768181428313256, "num_tokens": 2980168.0, "step": 1195 }, { "entropy": 7.358188152313232, "epoch": 1.4035087719298245, "grad_norm": 0.9921875, "learning_rate": 0.0004992270224056849, "loss": 7.121, "mean_token_accuracy": 0.13874844163656236, "num_tokens": 2993509.0, "step": 1200 }, { "entropy": 7.197741508483887, "epoch": 1.409356725146199, "grad_norm": 1.0625, "learning_rate": 0.0004991877150138162, "loss": 7.0636, "mean_token_accuracy": 0.14075298309326173, "num_tokens": 3005827.0, "step": 1205 }, { "entropy": 7.2247803688049315, "epoch": 1.4152046783625731, "grad_norm": 0.86328125, "learning_rate": 0.0004991474346311879, "loss": 7.0159, "mean_token_accuracy": 0.1467432513833046, "num_tokens": 3018968.0, "step": 1210 }, { "entropy": 7.296478223800659, "epoch": 1.4210526315789473, "grad_norm": 1.0703125, "learning_rate": 0.0004991061814326198, "loss": 7.0713, "mean_token_accuracy": 0.13609698042273521, "num_tokens": 3031892.0, "step": 1215 }, { "entropy": 7.236675786972046, "epoch": 1.4269005847953216, "grad_norm": 1.3203125, "learning_rate": 0.0004990639555971539, "loss": 6.9919, "mean_token_accuracy": 0.1513255462050438, "num_tokens": 3045994.0, "step": 1220 }, { "entropy": 7.166168117523194, "epoch": 1.4327485380116958, "grad_norm": 0.85546875, "learning_rate": 0.0004990207573080533, "loss": 7.0079, "mean_token_accuracy": 0.14798654168844222, "num_tokens": 3058304.0, "step": 1225 }, { "entropy": 7.150466823577881, "epoch": 1.4385964912280702, "grad_norm": 0.890625, "learning_rate": 0.0004989765867528014, "loss": 7.0027, "mean_token_accuracy": 0.14707266688346862, "num_tokens": 3071102.0, "step": 1230 }, { "entropy": 7.154991912841797, "epoch": 1.4444444444444444, "grad_norm": 0.89453125, "learning_rate": 0.0004989314441231019, "loss": 7.0306, "mean_token_accuracy": 0.139088436961174, "num_tokens": 3084653.0, "step": 1235 }, { "entropy": 7.244064474105835, "epoch": 1.4502923976608186, "grad_norm": 0.9453125, "learning_rate": 0.000498885329614877, "loss": 7.0558, "mean_token_accuracy": 0.1452793374657631, "num_tokens": 3097425.0, "step": 1240 }, { "entropy": 7.233583593368531, "epoch": 1.456140350877193, "grad_norm": 0.8515625, "learning_rate": 0.0004988382434282668, "loss": 7.0555, "mean_token_accuracy": 0.14807011559605598, "num_tokens": 3111898.0, "step": 1245 }, { "entropy": 7.276054811477661, "epoch": 1.4619883040935673, "grad_norm": 0.98828125, "learning_rate": 0.000498790185767629, "loss": 6.9923, "mean_token_accuracy": 0.14536793828010558, "num_tokens": 3124271.0, "step": 1250 }, { "entropy": 7.214261388778686, "epoch": 1.4678362573099415, "grad_norm": 0.90234375, "learning_rate": 0.000498741156841537, "loss": 7.0941, "mean_token_accuracy": 0.14358112215995789, "num_tokens": 3136344.0, "step": 1255 }, { "entropy": 7.236997652053833, "epoch": 1.4736842105263157, "grad_norm": 1.0, "learning_rate": 0.00049869115686278, "loss": 6.983, "mean_token_accuracy": 0.14811330884695054, "num_tokens": 3148299.0, "step": 1260 }, { "entropy": 7.2414836406707765, "epoch": 1.47953216374269, "grad_norm": 0.8359375, "learning_rate": 0.0004986401860483615, "loss": 7.0474, "mean_token_accuracy": 0.14126647412776946, "num_tokens": 3161537.0, "step": 1265 }, { "entropy": 7.195467853546143, "epoch": 1.4853801169590644, "grad_norm": 0.91015625, "learning_rate": 0.0004985882446194984, "loss": 6.9968, "mean_token_accuracy": 0.1453041210770607, "num_tokens": 3173676.0, "step": 1270 }, { "entropy": 7.2394012928009035, "epoch": 1.4912280701754386, "grad_norm": 1.5625, "learning_rate": 0.0004985353328016204, "loss": 6.9508, "mean_token_accuracy": 0.15483074486255646, "num_tokens": 3186542.0, "step": 1275 }, { "entropy": 7.1377181053161625, "epoch": 1.4970760233918128, "grad_norm": 1.015625, "learning_rate": 0.0004984814508243685, "loss": 6.9925, "mean_token_accuracy": 0.1458618648350239, "num_tokens": 3197867.0, "step": 1280 }, { "entropy": 7.244440937042237, "epoch": 1.5029239766081872, "grad_norm": 1.0703125, "learning_rate": 0.0004984265989215942, "loss": 6.9531, "mean_token_accuracy": 0.1449991211295128, "num_tokens": 3209671.0, "step": 1285 }, { "entropy": 7.145474100112915, "epoch": 1.5087719298245614, "grad_norm": 1.0546875, "learning_rate": 0.0004983707773313589, "loss": 6.953, "mean_token_accuracy": 0.14984701722860336, "num_tokens": 3220707.0, "step": 1290 }, { "entropy": 7.075493192672729, "epoch": 1.5146198830409356, "grad_norm": 0.97265625, "learning_rate": 0.0004983139862959322, "loss": 6.9205, "mean_token_accuracy": 0.15351321399211884, "num_tokens": 3235122.0, "step": 1295 }, { "entropy": 7.246700382232666, "epoch": 1.52046783625731, "grad_norm": 0.93359375, "learning_rate": 0.0004982562260617912, "loss": 6.91, "mean_token_accuracy": 0.14220256134867668, "num_tokens": 3246833.0, "step": 1300 }, { "entropy": 7.16511902809143, "epoch": 1.526315789473684, "grad_norm": 0.953125, "learning_rate": 0.0004981974968796197, "loss": 7.0177, "mean_token_accuracy": 0.14064179733395576, "num_tokens": 3260493.0, "step": 1305 }, { "entropy": 7.1622607707977295, "epoch": 1.5321637426900585, "grad_norm": 0.94140625, "learning_rate": 0.0004981377990043064, "loss": 6.9473, "mean_token_accuracy": 0.14261056780815123, "num_tokens": 3272445.0, "step": 1310 }, { "entropy": 7.171639442443848, "epoch": 1.5380116959064327, "grad_norm": 0.95703125, "learning_rate": 0.0004980771326949442, "loss": 6.9697, "mean_token_accuracy": 0.14227717518806457, "num_tokens": 3284360.0, "step": 1315 }, { "entropy": 7.176844310760498, "epoch": 1.543859649122807, "grad_norm": 0.890625, "learning_rate": 0.0004980154982148296, "loss": 6.95, "mean_token_accuracy": 0.1433100312948227, "num_tokens": 3296841.0, "step": 1320 }, { "entropy": 7.11176643371582, "epoch": 1.5497076023391814, "grad_norm": 0.9765625, "learning_rate": 0.0004979528958314604, "loss": 6.9468, "mean_token_accuracy": 0.13953165858983993, "num_tokens": 3309393.0, "step": 1325 }, { "entropy": 7.238583707809449, "epoch": 1.5555555555555556, "grad_norm": 0.921875, "learning_rate": 0.0004978893258165354, "loss": 7.0242, "mean_token_accuracy": 0.1429157868027687, "num_tokens": 3322094.0, "step": 1330 }, { "entropy": 7.1003436088562015, "epoch": 1.5614035087719298, "grad_norm": 0.890625, "learning_rate": 0.0004978247884459532, "loss": 6.9428, "mean_token_accuracy": 0.1477564662694931, "num_tokens": 3334468.0, "step": 1335 }, { "entropy": 7.157374477386474, "epoch": 1.5672514619883042, "grad_norm": 1.0234375, "learning_rate": 0.0004977592839998105, "loss": 6.9287, "mean_token_accuracy": 0.14433884397149085, "num_tokens": 3346367.0, "step": 1340 }, { "entropy": 7.058119916915894, "epoch": 1.5730994152046782, "grad_norm": 1.0234375, "learning_rate": 0.0004976928127624013, "loss": 6.9132, "mean_token_accuracy": 0.15283917635679245, "num_tokens": 3357463.0, "step": 1345 }, { "entropy": 7.154469633102417, "epoch": 1.5789473684210527, "grad_norm": 1.0234375, "learning_rate": 0.0004976253750222157, "loss": 6.9025, "mean_token_accuracy": 0.14609844461083413, "num_tokens": 3369465.0, "step": 1350 }, { "entropy": 7.102024841308594, "epoch": 1.5847953216374269, "grad_norm": 0.953125, "learning_rate": 0.0004975569710719382, "loss": 7.0104, "mean_token_accuracy": 0.13702175095677377, "num_tokens": 3382859.0, "step": 1355 }, { "entropy": 7.226300191879273, "epoch": 1.590643274853801, "grad_norm": 0.91796875, "learning_rate": 0.0004974876012084468, "loss": 6.966, "mean_token_accuracy": 0.1419912114739418, "num_tokens": 3395431.0, "step": 1360 }, { "entropy": 7.105293655395508, "epoch": 1.5964912280701755, "grad_norm": 0.98046875, "learning_rate": 0.0004974172657328116, "loss": 6.8652, "mean_token_accuracy": 0.14728413820266723, "num_tokens": 3408388.0, "step": 1365 }, { "entropy": 7.1052686214447025, "epoch": 1.6023391812865497, "grad_norm": 1.1953125, "learning_rate": 0.0004973459649502939, "loss": 6.8683, "mean_token_accuracy": 0.15123746544122696, "num_tokens": 3421275.0, "step": 1370 }, { "entropy": 7.077537584304809, "epoch": 1.608187134502924, "grad_norm": 0.9765625, "learning_rate": 0.0004972736991703439, "loss": 6.9488, "mean_token_accuracy": 0.14620793908834456, "num_tokens": 3433537.0, "step": 1375 }, { "entropy": 7.12898850440979, "epoch": 1.6140350877192984, "grad_norm": 1.09375, "learning_rate": 0.0004972004687066005, "loss": 6.909, "mean_token_accuracy": 0.1481366164982319, "num_tokens": 3445167.0, "step": 1380 }, { "entropy": 7.038471460342407, "epoch": 1.6198830409356724, "grad_norm": 0.890625, "learning_rate": 0.000497126273876889, "loss": 6.9066, "mean_token_accuracy": 0.15611805990338326, "num_tokens": 3458529.0, "step": 1385 }, { "entropy": 7.139416265487671, "epoch": 1.6257309941520468, "grad_norm": 0.99609375, "learning_rate": 0.0004970511150032205, "loss": 6.9038, "mean_token_accuracy": 0.1489902138710022, "num_tokens": 3470315.0, "step": 1390 }, { "entropy": 7.0139429569244385, "epoch": 1.631578947368421, "grad_norm": 1.015625, "learning_rate": 0.0004969749924117896, "loss": 6.8256, "mean_token_accuracy": 0.14668601006269455, "num_tokens": 3481899.0, "step": 1395 }, { "entropy": 7.0898150444030765, "epoch": 1.6374269005847952, "grad_norm": 0.9296875, "learning_rate": 0.0004968979064329741, "loss": 6.9273, "mean_token_accuracy": 0.15040379613637925, "num_tokens": 3494076.0, "step": 1400 }, { "entropy": 7.236377954483032, "epoch": 1.6432748538011697, "grad_norm": 0.89453125, "learning_rate": 0.0004968198574013323, "loss": 6.9515, "mean_token_accuracy": 0.13935640305280686, "num_tokens": 3507670.0, "step": 1405 }, { "entropy": 7.092464876174927, "epoch": 1.6491228070175439, "grad_norm": 0.921875, "learning_rate": 0.000496740845655603, "loss": 6.8558, "mean_token_accuracy": 0.14918479546904564, "num_tokens": 3519704.0, "step": 1410 }, { "entropy": 7.035297775268555, "epoch": 1.654970760233918, "grad_norm": 1.0234375, "learning_rate": 0.0004966608715387029, "loss": 6.9247, "mean_token_accuracy": 0.1436144933104515, "num_tokens": 3531665.0, "step": 1415 }, { "entropy": 6.969947719573975, "epoch": 1.6608187134502925, "grad_norm": 0.86328125, "learning_rate": 0.0004965799353977248, "loss": 6.9144, "mean_token_accuracy": 0.15216819047927857, "num_tokens": 3543876.0, "step": 1420 }, { "entropy": 7.078910541534424, "epoch": 1.6666666666666665, "grad_norm": 0.953125, "learning_rate": 0.0004964980375839379, "loss": 6.8397, "mean_token_accuracy": 0.14977291375398635, "num_tokens": 3556517.0, "step": 1425 }, { "entropy": 7.047800302505493, "epoch": 1.672514619883041, "grad_norm": 0.921875, "learning_rate": 0.0004964151784527844, "loss": 6.8604, "mean_token_accuracy": 0.15354330390691756, "num_tokens": 3569378.0, "step": 1430 }, { "entropy": 7.156952142715454, "epoch": 1.6783625730994152, "grad_norm": 1.1015625, "learning_rate": 0.000496331358363879, "loss": 6.8541, "mean_token_accuracy": 0.14472813308238983, "num_tokens": 3581684.0, "step": 1435 }, { "entropy": 6.917730379104614, "epoch": 1.6842105263157894, "grad_norm": 0.97265625, "learning_rate": 0.0004962465776810066, "loss": 6.7814, "mean_token_accuracy": 0.16086088120937347, "num_tokens": 3594961.0, "step": 1440 }, { "entropy": 7.072372961044311, "epoch": 1.6900584795321638, "grad_norm": 0.9140625, "learning_rate": 0.0004961608367721217, "loss": 6.8544, "mean_token_accuracy": 0.14478224515914917, "num_tokens": 3607197.0, "step": 1445 }, { "entropy": 7.065153741836548, "epoch": 1.695906432748538, "grad_norm": 0.95703125, "learning_rate": 0.0004960741360093459, "loss": 6.8769, "mean_token_accuracy": 0.14579440355300904, "num_tokens": 3618728.0, "step": 1450 }, { "entropy": 7.111606073379517, "epoch": 1.7017543859649122, "grad_norm": 1.046875, "learning_rate": 0.0004959864757689669, "loss": 6.9783, "mean_token_accuracy": 0.13519750013947487, "num_tokens": 3630872.0, "step": 1455 }, { "entropy": 7.088176918029785, "epoch": 1.7076023391812867, "grad_norm": 0.99609375, "learning_rate": 0.0004958978564314361, "loss": 6.8708, "mean_token_accuracy": 0.14870110005140305, "num_tokens": 3642657.0, "step": 1460 }, { "entropy": 7.056329298019409, "epoch": 1.7134502923976607, "grad_norm": 0.96875, "learning_rate": 0.000495808278381368, "loss": 6.8827, "mean_token_accuracy": 0.14525013267993928, "num_tokens": 3654505.0, "step": 1465 }, { "entropy": 6.989843940734863, "epoch": 1.719298245614035, "grad_norm": 0.84765625, "learning_rate": 0.0004957177420075377, "loss": 6.7841, "mean_token_accuracy": 0.16019067466259002, "num_tokens": 3668554.0, "step": 1470 }, { "entropy": 7.060316467285157, "epoch": 1.7251461988304093, "grad_norm": 0.98046875, "learning_rate": 0.0004956262477028797, "loss": 6.9507, "mean_token_accuracy": 0.14162230864167213, "num_tokens": 3681448.0, "step": 1475 }, { "entropy": 7.1160413265228275, "epoch": 1.7309941520467835, "grad_norm": 0.9921875, "learning_rate": 0.0004955337958644857, "loss": 6.8709, "mean_token_accuracy": 0.1425687327980995, "num_tokens": 3693677.0, "step": 1480 }, { "entropy": 6.9832135200500485, "epoch": 1.736842105263158, "grad_norm": 1.03125, "learning_rate": 0.0004954403868936032, "loss": 6.8683, "mean_token_accuracy": 0.15228217393159865, "num_tokens": 3706204.0, "step": 1485 }, { "entropy": 7.108418083190918, "epoch": 1.7426900584795322, "grad_norm": 0.984375, "learning_rate": 0.000495346021195634, "loss": 6.8412, "mean_token_accuracy": 0.15044791102409363, "num_tokens": 3718255.0, "step": 1490 }, { "entropy": 7.084663152694702, "epoch": 1.7485380116959064, "grad_norm": 0.9921875, "learning_rate": 0.0004952506991801319, "loss": 6.8399, "mean_token_accuracy": 0.1522560551762581, "num_tokens": 3730623.0, "step": 1495 }, { "entropy": 7.022539806365967, "epoch": 1.7543859649122808, "grad_norm": 0.9765625, "learning_rate": 0.0004951544212608015, "loss": 6.8765, "mean_token_accuracy": 0.14687300175428392, "num_tokens": 3743636.0, "step": 1500 }, { "epoch": 1.7543859649122808, "eval_entropy": 6.913726612529923, "eval_loss": 6.976031303405762, "eval_mean_token_accuracy": 0.13840462224816238, "eval_num_tokens": 3743636.0, "eval_runtime": 1.7356, "eval_samples_per_second": 1559.729, "eval_steps_per_second": 195.326, "step": 1500 } ], "logging_steps": 5, "max_steps": 8540, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 803006462730240.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }