{ "best_metric": 0.9086, "best_model_checkpoint": "./results/checkpoint-4680", "epoch": 9.9984, "global_step": 4680, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 1.0683760683760685e-06, "loss": 2.3089, "step": 10 }, { "epoch": 0.04, "learning_rate": 2.136752136752137e-06, "loss": 2.2658, "step": 20 }, { "epoch": 0.06, "learning_rate": 3.205128205128205e-06, "loss": 2.1767, "step": 30 }, { "epoch": 0.09, "learning_rate": 4.273504273504274e-06, "loss": 2.0595, "step": 40 }, { "epoch": 0.11, "learning_rate": 5.341880341880342e-06, "loss": 1.8958, "step": 50 }, { "epoch": 0.13, "learning_rate": 6.41025641025641e-06, "loss": 1.753, "step": 60 }, { "epoch": 0.15, "learning_rate": 7.478632478632479e-06, "loss": 1.4999, "step": 70 }, { "epoch": 0.17, "learning_rate": 8.547008547008548e-06, "loss": 1.2355, "step": 80 }, { "epoch": 0.19, "learning_rate": 9.615384615384616e-06, "loss": 1.0098, "step": 90 }, { "epoch": 0.21, "learning_rate": 1.0683760683760684e-05, "loss": 0.7874, "step": 100 }, { "epoch": 0.23, "learning_rate": 1.1752136752136752e-05, "loss": 0.7019, "step": 110 }, { "epoch": 0.26, "learning_rate": 1.282051282051282e-05, "loss": 0.6812, "step": 120 }, { "epoch": 0.28, "learning_rate": 1.388888888888889e-05, "loss": 0.5752, "step": 130 }, { "epoch": 0.3, "learning_rate": 1.4957264957264958e-05, "loss": 0.6161, "step": 140 }, { "epoch": 0.32, "learning_rate": 1.602564102564103e-05, "loss": 0.5919, "step": 150 }, { "epoch": 0.34, "learning_rate": 1.7094017094017095e-05, "loss": 0.5563, "step": 160 }, { "epoch": 0.36, "learning_rate": 1.8162393162393162e-05, "loss": 0.5661, "step": 170 }, { "epoch": 0.38, "learning_rate": 1.923076923076923e-05, "loss": 0.5844, "step": 180 }, { "epoch": 0.41, "learning_rate": 2.02991452991453e-05, "loss": 0.5954, "step": 190 }, { "epoch": 0.43, "learning_rate": 2.1367521367521368e-05, "loss": 0.5298, "step": 200 }, { "epoch": 0.45, "learning_rate": 2.2435897435897437e-05, "loss": 0.5206, "step": 210 }, { "epoch": 0.47, "learning_rate": 2.3504273504273504e-05, "loss": 0.5294, "step": 220 }, { "epoch": 0.49, "learning_rate": 2.4572649572649573e-05, "loss": 0.5235, "step": 230 }, { "epoch": 0.51, "learning_rate": 2.564102564102564e-05, "loss": 0.4706, "step": 240 }, { "epoch": 0.53, "learning_rate": 2.670940170940171e-05, "loss": 0.5064, "step": 250 }, { "epoch": 0.55, "learning_rate": 2.777777777777778e-05, "loss": 0.4844, "step": 260 }, { "epoch": 0.58, "learning_rate": 2.8846153846153845e-05, "loss": 0.481, "step": 270 }, { "epoch": 0.6, "learning_rate": 2.9914529914529915e-05, "loss": 0.4895, "step": 280 }, { "epoch": 0.62, "learning_rate": 3.098290598290599e-05, "loss": 0.5137, "step": 290 }, { "epoch": 0.64, "learning_rate": 3.205128205128206e-05, "loss": 0.4769, "step": 300 }, { "epoch": 0.66, "learning_rate": 3.311965811965812e-05, "loss": 0.5685, "step": 310 }, { "epoch": 0.68, "learning_rate": 3.418803418803419e-05, "loss": 0.4679, "step": 320 }, { "epoch": 0.7, "learning_rate": 3.525641025641026e-05, "loss": 0.4553, "step": 330 }, { "epoch": 0.73, "learning_rate": 3.6324786324786323e-05, "loss": 0.4842, "step": 340 }, { "epoch": 0.75, "learning_rate": 3.739316239316239e-05, "loss": 0.5318, "step": 350 }, { "epoch": 0.77, "learning_rate": 3.846153846153846e-05, "loss": 0.4787, "step": 360 }, { "epoch": 0.79, "learning_rate": 3.952991452991453e-05, "loss": 0.4367, "step": 370 }, { "epoch": 0.81, "learning_rate": 4.05982905982906e-05, "loss": 0.467, "step": 380 }, { "epoch": 0.83, "learning_rate": 4.166666666666667e-05, "loss": 0.4721, "step": 390 }, { "epoch": 0.85, "learning_rate": 4.2735042735042735e-05, "loss": 0.4258, "step": 400 }, { "epoch": 0.87, "learning_rate": 4.3803418803418805e-05, "loss": 0.4811, "step": 410 }, { "epoch": 0.9, "learning_rate": 4.4871794871794874e-05, "loss": 0.4632, "step": 420 }, { "epoch": 0.92, "learning_rate": 4.594017094017094e-05, "loss": 0.4413, "step": 430 }, { "epoch": 0.94, "learning_rate": 4.700854700854701e-05, "loss": 0.4483, "step": 440 }, { "epoch": 0.96, "learning_rate": 4.8076923076923084e-05, "loss": 0.4529, "step": 450 }, { "epoch": 0.98, "learning_rate": 4.9145299145299147e-05, "loss": 0.4201, "step": 460 }, { "epoch": 1.0, "eval_accuracy": 0.8306, "eval_loss": 0.4693240821361542, "eval_runtime": 47.1099, "eval_samples_per_second": 212.27, "eval_steps_per_second": 6.644, "step": 468 }, { "epoch": 1.0, "learning_rate": 4.997625830959164e-05, "loss": 0.4572, "step": 470 }, { "epoch": 1.03, "learning_rate": 4.985754985754986e-05, "loss": 0.4523, "step": 480 }, { "epoch": 1.05, "learning_rate": 4.9738841405508076e-05, "loss": 0.4367, "step": 490 }, { "epoch": 1.07, "learning_rate": 4.962013295346629e-05, "loss": 0.4355, "step": 500 }, { "epoch": 1.09, "learning_rate": 4.95014245014245e-05, "loss": 0.4326, "step": 510 }, { "epoch": 1.11, "learning_rate": 4.938271604938271e-05, "loss": 0.4255, "step": 520 }, { "epoch": 1.13, "learning_rate": 4.926400759734093e-05, "loss": 0.4132, "step": 530 }, { "epoch": 1.15, "learning_rate": 4.9145299145299147e-05, "loss": 0.4226, "step": 540 }, { "epoch": 1.17, "learning_rate": 4.902659069325736e-05, "loss": 0.4443, "step": 550 }, { "epoch": 1.2, "learning_rate": 4.890788224121557e-05, "loss": 0.4309, "step": 560 }, { "epoch": 1.22, "learning_rate": 4.878917378917379e-05, "loss": 0.4062, "step": 570 }, { "epoch": 1.24, "learning_rate": 4.867046533713201e-05, "loss": 0.406, "step": 580 }, { "epoch": 1.26, "learning_rate": 4.8551756885090224e-05, "loss": 0.4252, "step": 590 }, { "epoch": 1.28, "learning_rate": 4.8433048433048433e-05, "loss": 0.4016, "step": 600 }, { "epoch": 1.3, "learning_rate": 4.831433998100665e-05, "loss": 0.411, "step": 610 }, { "epoch": 1.32, "learning_rate": 4.819563152896486e-05, "loss": 0.4265, "step": 620 }, { "epoch": 1.35, "learning_rate": 4.8076923076923084e-05, "loss": 0.4245, "step": 630 }, { "epoch": 1.37, "learning_rate": 4.7958214624881294e-05, "loss": 0.3896, "step": 640 }, { "epoch": 1.39, "learning_rate": 4.783950617283951e-05, "loss": 0.3938, "step": 650 }, { "epoch": 1.41, "learning_rate": 4.772079772079772e-05, "loss": 0.4191, "step": 660 }, { "epoch": 1.43, "learning_rate": 4.760208926875594e-05, "loss": 0.4494, "step": 670 }, { "epoch": 1.45, "learning_rate": 4.7483380816714154e-05, "loss": 0.4286, "step": 680 }, { "epoch": 1.47, "learning_rate": 4.736467236467237e-05, "loss": 0.3869, "step": 690 }, { "epoch": 1.49, "learning_rate": 4.724596391263058e-05, "loss": 0.365, "step": 700 }, { "epoch": 1.52, "learning_rate": 4.71272554605888e-05, "loss": 0.4056, "step": 710 }, { "epoch": 1.54, "learning_rate": 4.700854700854701e-05, "loss": 0.4182, "step": 720 }, { "epoch": 1.56, "learning_rate": 4.688983855650523e-05, "loss": 0.3884, "step": 730 }, { "epoch": 1.58, "learning_rate": 4.677113010446344e-05, "loss": 0.3964, "step": 740 }, { "epoch": 1.6, "learning_rate": 4.665242165242166e-05, "loss": 0.3833, "step": 750 }, { "epoch": 1.62, "learning_rate": 4.653371320037987e-05, "loss": 0.397, "step": 760 }, { "epoch": 1.64, "learning_rate": 4.6415004748338084e-05, "loss": 0.3863, "step": 770 }, { "epoch": 1.67, "learning_rate": 4.62962962962963e-05, "loss": 0.3379, "step": 780 }, { "epoch": 1.69, "learning_rate": 4.617758784425451e-05, "loss": 0.3488, "step": 790 }, { "epoch": 1.71, "learning_rate": 4.605887939221273e-05, "loss": 0.4028, "step": 800 }, { "epoch": 1.73, "learning_rate": 4.594017094017094e-05, "loss": 0.3853, "step": 810 }, { "epoch": 1.75, "learning_rate": 4.582146248812916e-05, "loss": 0.3498, "step": 820 }, { "epoch": 1.77, "learning_rate": 4.570275403608737e-05, "loss": 0.3778, "step": 830 }, { "epoch": 1.79, "learning_rate": 4.558404558404559e-05, "loss": 0.4053, "step": 840 }, { "epoch": 1.81, "learning_rate": 4.54653371320038e-05, "loss": 0.3552, "step": 850 }, { "epoch": 1.84, "learning_rate": 4.5346628679962014e-05, "loss": 0.3976, "step": 860 }, { "epoch": 1.86, "learning_rate": 4.522792022792023e-05, "loss": 0.3513, "step": 870 }, { "epoch": 1.88, "learning_rate": 4.510921177587845e-05, "loss": 0.3319, "step": 880 }, { "epoch": 1.9, "learning_rate": 4.499050332383666e-05, "loss": 0.3563, "step": 890 }, { "epoch": 1.92, "learning_rate": 4.4871794871794874e-05, "loss": 0.3692, "step": 900 }, { "epoch": 1.94, "learning_rate": 4.4753086419753084e-05, "loss": 0.362, "step": 910 }, { "epoch": 1.96, "learning_rate": 4.463437796771131e-05, "loss": 0.3649, "step": 920 }, { "epoch": 1.99, "learning_rate": 4.451566951566952e-05, "loss": 0.3531, "step": 930 }, { "epoch": 2.0, "eval_accuracy": 0.8684, "eval_loss": 0.3599550426006317, "eval_runtime": 47.3884, "eval_samples_per_second": 211.022, "eval_steps_per_second": 6.605, "step": 936 }, { "epoch": 2.01, "learning_rate": 4.4396961063627735e-05, "loss": 0.4153, "step": 940 }, { "epoch": 2.03, "learning_rate": 4.4278252611585945e-05, "loss": 0.3254, "step": 950 }, { "epoch": 2.05, "learning_rate": 4.415954415954416e-05, "loss": 0.3572, "step": 960 }, { "epoch": 2.07, "learning_rate": 4.404083570750238e-05, "loss": 0.3116, "step": 970 }, { "epoch": 2.09, "learning_rate": 4.3922127255460595e-05, "loss": 0.3853, "step": 980 }, { "epoch": 2.12, "learning_rate": 4.3803418803418805e-05, "loss": 0.3605, "step": 990 }, { "epoch": 2.14, "learning_rate": 4.368471035137702e-05, "loss": 0.3495, "step": 1000 }, { "epoch": 2.16, "learning_rate": 4.356600189933523e-05, "loss": 0.3736, "step": 1010 }, { "epoch": 2.18, "learning_rate": 4.344729344729345e-05, "loss": 0.3913, "step": 1020 }, { "epoch": 2.2, "learning_rate": 4.3328584995251665e-05, "loss": 0.3568, "step": 1030 }, { "epoch": 2.22, "learning_rate": 4.3209876543209875e-05, "loss": 0.3522, "step": 1040 }, { "epoch": 2.24, "learning_rate": 4.309116809116809e-05, "loss": 0.3462, "step": 1050 }, { "epoch": 2.26, "learning_rate": 4.297245963912631e-05, "loss": 0.34, "step": 1060 }, { "epoch": 2.29, "learning_rate": 4.2853751187084525e-05, "loss": 0.3718, "step": 1070 }, { "epoch": 2.31, "learning_rate": 4.2735042735042735e-05, "loss": 0.3828, "step": 1080 }, { "epoch": 2.33, "learning_rate": 4.261633428300095e-05, "loss": 0.3283, "step": 1090 }, { "epoch": 2.35, "learning_rate": 4.249762583095916e-05, "loss": 0.4015, "step": 1100 }, { "epoch": 2.37, "learning_rate": 4.2378917378917385e-05, "loss": 0.3469, "step": 1110 }, { "epoch": 2.39, "learning_rate": 4.2260208926875595e-05, "loss": 0.3562, "step": 1120 }, { "epoch": 2.41, "learning_rate": 4.214150047483381e-05, "loss": 0.3386, "step": 1130 }, { "epoch": 2.44, "learning_rate": 4.202279202279202e-05, "loss": 0.3469, "step": 1140 }, { "epoch": 2.46, "learning_rate": 4.190408357075024e-05, "loss": 0.3164, "step": 1150 }, { "epoch": 2.48, "learning_rate": 4.1785375118708455e-05, "loss": 0.3688, "step": 1160 }, { "epoch": 2.5, "learning_rate": 4.166666666666667e-05, "loss": 0.342, "step": 1170 }, { "epoch": 2.52, "learning_rate": 4.154795821462488e-05, "loss": 0.3089, "step": 1180 }, { "epoch": 2.54, "learning_rate": 4.14292497625831e-05, "loss": 0.3229, "step": 1190 }, { "epoch": 2.56, "learning_rate": 4.131054131054131e-05, "loss": 0.3834, "step": 1200 }, { "epoch": 2.58, "learning_rate": 4.119183285849953e-05, "loss": 0.3545, "step": 1210 }, { "epoch": 2.61, "learning_rate": 4.107312440645774e-05, "loss": 0.3156, "step": 1220 }, { "epoch": 2.63, "learning_rate": 4.095441595441596e-05, "loss": 0.3213, "step": 1230 }, { "epoch": 2.65, "learning_rate": 4.083570750237417e-05, "loss": 0.3634, "step": 1240 }, { "epoch": 2.67, "learning_rate": 4.0716999050332386e-05, "loss": 0.3813, "step": 1250 }, { "epoch": 2.69, "learning_rate": 4.05982905982906e-05, "loss": 0.3542, "step": 1260 }, { "epoch": 2.71, "learning_rate": 4.047958214624881e-05, "loss": 0.3294, "step": 1270 }, { "epoch": 2.73, "learning_rate": 4.036087369420703e-05, "loss": 0.3166, "step": 1280 }, { "epoch": 2.76, "learning_rate": 4.024216524216524e-05, "loss": 0.3437, "step": 1290 }, { "epoch": 2.78, "learning_rate": 4.012345679012346e-05, "loss": 0.3741, "step": 1300 }, { "epoch": 2.8, "learning_rate": 4.000474833808167e-05, "loss": 0.3283, "step": 1310 }, { "epoch": 2.82, "learning_rate": 3.988603988603989e-05, "loss": 0.3057, "step": 1320 }, { "epoch": 2.84, "learning_rate": 3.97673314339981e-05, "loss": 0.3714, "step": 1330 }, { "epoch": 2.86, "learning_rate": 3.9648622981956316e-05, "loss": 0.3622, "step": 1340 }, { "epoch": 2.88, "learning_rate": 3.952991452991453e-05, "loss": 0.3114, "step": 1350 }, { "epoch": 2.9, "learning_rate": 3.941120607787275e-05, "loss": 0.303, "step": 1360 }, { "epoch": 2.93, "learning_rate": 3.929249762583096e-05, "loss": 0.3716, "step": 1370 }, { "epoch": 2.95, "learning_rate": 3.9173789173789176e-05, "loss": 0.302, "step": 1380 }, { "epoch": 2.97, "learning_rate": 3.9055080721747386e-05, "loss": 0.3431, "step": 1390 }, { "epoch": 2.99, "learning_rate": 3.893637226970561e-05, "loss": 0.3058, "step": 1400 }, { "epoch": 3.0, "eval_accuracy": 0.869, "eval_loss": 0.38148394227027893, "eval_runtime": 47.5558, "eval_samples_per_second": 210.279, "eval_steps_per_second": 6.582, "step": 1404 }, { "epoch": 3.01, "learning_rate": 3.881766381766382e-05, "loss": 0.3738, "step": 1410 }, { "epoch": 3.03, "learning_rate": 3.8698955365622036e-05, "loss": 0.3314, "step": 1420 }, { "epoch": 3.06, "learning_rate": 3.8580246913580246e-05, "loss": 0.324, "step": 1430 }, { "epoch": 3.08, "learning_rate": 3.846153846153846e-05, "loss": 0.3121, "step": 1440 }, { "epoch": 3.1, "learning_rate": 3.834283000949668e-05, "loss": 0.3253, "step": 1450 }, { "epoch": 3.12, "learning_rate": 3.8224121557454896e-05, "loss": 0.2757, "step": 1460 }, { "epoch": 3.14, "learning_rate": 3.8105413105413106e-05, "loss": 0.3142, "step": 1470 }, { "epoch": 3.16, "learning_rate": 3.798670465337132e-05, "loss": 0.3552, "step": 1480 }, { "epoch": 3.18, "learning_rate": 3.786799620132954e-05, "loss": 0.2739, "step": 1490 }, { "epoch": 3.2, "learning_rate": 3.774928774928775e-05, "loss": 0.3667, "step": 1500 }, { "epoch": 3.23, "learning_rate": 3.7630579297245966e-05, "loss": 0.3323, "step": 1510 }, { "epoch": 3.25, "learning_rate": 3.7511870845204176e-05, "loss": 0.3214, "step": 1520 }, { "epoch": 3.27, "learning_rate": 3.739316239316239e-05, "loss": 0.3369, "step": 1530 }, { "epoch": 3.29, "learning_rate": 3.727445394112061e-05, "loss": 0.3375, "step": 1540 }, { "epoch": 3.31, "learning_rate": 3.7155745489078827e-05, "loss": 0.3019, "step": 1550 }, { "epoch": 3.33, "learning_rate": 3.7037037037037037e-05, "loss": 0.3012, "step": 1560 }, { "epoch": 3.35, "learning_rate": 3.691832858499525e-05, "loss": 0.3172, "step": 1570 }, { "epoch": 3.38, "learning_rate": 3.679962013295346e-05, "loss": 0.2997, "step": 1580 }, { "epoch": 3.4, "learning_rate": 3.668091168091169e-05, "loss": 0.3282, "step": 1590 }, { "epoch": 3.42, "learning_rate": 3.65622032288699e-05, "loss": 0.3156, "step": 1600 }, { "epoch": 3.44, "learning_rate": 3.6443494776828113e-05, "loss": 0.3159, "step": 1610 }, { "epoch": 3.46, "learning_rate": 3.6324786324786323e-05, "loss": 0.3228, "step": 1620 }, { "epoch": 3.48, "learning_rate": 3.620607787274454e-05, "loss": 0.3314, "step": 1630 }, { "epoch": 3.5, "learning_rate": 3.608736942070276e-05, "loss": 0.3157, "step": 1640 }, { "epoch": 3.52, "learning_rate": 3.5968660968660974e-05, "loss": 0.3322, "step": 1650 }, { "epoch": 3.55, "learning_rate": 3.5849952516619184e-05, "loss": 0.3038, "step": 1660 }, { "epoch": 3.57, "learning_rate": 3.57312440645774e-05, "loss": 0.3524, "step": 1670 }, { "epoch": 3.59, "learning_rate": 3.561253561253561e-05, "loss": 0.3029, "step": 1680 }, { "epoch": 3.61, "learning_rate": 3.5493827160493834e-05, "loss": 0.304, "step": 1690 }, { "epoch": 3.63, "learning_rate": 3.5375118708452044e-05, "loss": 0.2968, "step": 1700 }, { "epoch": 3.65, "learning_rate": 3.525641025641026e-05, "loss": 0.3294, "step": 1710 }, { "epoch": 3.67, "learning_rate": 3.513770180436847e-05, "loss": 0.2952, "step": 1720 }, { "epoch": 3.7, "learning_rate": 3.501899335232669e-05, "loss": 0.3556, "step": 1730 }, { "epoch": 3.72, "learning_rate": 3.4900284900284904e-05, "loss": 0.2956, "step": 1740 }, { "epoch": 3.74, "learning_rate": 3.4781576448243114e-05, "loss": 0.3118, "step": 1750 }, { "epoch": 3.76, "learning_rate": 3.466286799620133e-05, "loss": 0.3057, "step": 1760 }, { "epoch": 3.78, "learning_rate": 3.454415954415954e-05, "loss": 0.2832, "step": 1770 }, { "epoch": 3.8, "learning_rate": 3.4425451092117764e-05, "loss": 0.3224, "step": 1780 }, { "epoch": 3.82, "learning_rate": 3.4306742640075974e-05, "loss": 0.3237, "step": 1790 }, { "epoch": 3.84, "learning_rate": 3.418803418803419e-05, "loss": 0.2871, "step": 1800 }, { "epoch": 3.87, "learning_rate": 3.40693257359924e-05, "loss": 0.3196, "step": 1810 }, { "epoch": 3.89, "learning_rate": 3.395061728395062e-05, "loss": 0.3489, "step": 1820 }, { "epoch": 3.91, "learning_rate": 3.3831908831908834e-05, "loss": 0.3108, "step": 1830 }, { "epoch": 3.93, "learning_rate": 3.371320037986705e-05, "loss": 0.3285, "step": 1840 }, { "epoch": 3.95, "learning_rate": 3.359449192782526e-05, "loss": 0.2986, "step": 1850 }, { "epoch": 3.97, "learning_rate": 3.347578347578348e-05, "loss": 0.301, "step": 1860 }, { "epoch": 3.99, "learning_rate": 3.335707502374169e-05, "loss": 0.2819, "step": 1870 }, { "epoch": 4.0, "eval_accuracy": 0.8852, "eval_loss": 0.32173556089401245, "eval_runtime": 47.4022, "eval_samples_per_second": 210.961, "eval_steps_per_second": 6.603, "step": 1872 }, { "epoch": 4.02, "learning_rate": 3.323836657169991e-05, "loss": 0.309, "step": 1880 }, { "epoch": 4.04, "learning_rate": 3.311965811965812e-05, "loss": 0.3257, "step": 1890 }, { "epoch": 4.06, "learning_rate": 3.300094966761634e-05, "loss": 0.2827, "step": 1900 }, { "epoch": 4.08, "learning_rate": 3.288224121557455e-05, "loss": 0.3234, "step": 1910 }, { "epoch": 4.1, "learning_rate": 3.2763532763532764e-05, "loss": 0.3303, "step": 1920 }, { "epoch": 4.12, "learning_rate": 3.264482431149098e-05, "loss": 0.2984, "step": 1930 }, { "epoch": 4.15, "learning_rate": 3.25261158594492e-05, "loss": 0.2868, "step": 1940 }, { "epoch": 4.17, "learning_rate": 3.240740740740741e-05, "loss": 0.3303, "step": 1950 }, { "epoch": 4.19, "learning_rate": 3.2288698955365625e-05, "loss": 0.2711, "step": 1960 }, { "epoch": 4.21, "learning_rate": 3.216999050332384e-05, "loss": 0.3173, "step": 1970 }, { "epoch": 4.23, "learning_rate": 3.205128205128206e-05, "loss": 0.3103, "step": 1980 }, { "epoch": 4.25, "learning_rate": 3.193257359924027e-05, "loss": 0.3114, "step": 1990 }, { "epoch": 4.27, "learning_rate": 3.181386514719848e-05, "loss": 0.271, "step": 2000 }, { "epoch": 4.29, "learning_rate": 3.1695156695156695e-05, "loss": 0.2834, "step": 2010 }, { "epoch": 4.32, "learning_rate": 3.157644824311491e-05, "loss": 0.2812, "step": 2020 }, { "epoch": 4.34, "learning_rate": 3.145773979107313e-05, "loss": 0.3213, "step": 2030 }, { "epoch": 4.36, "learning_rate": 3.133903133903134e-05, "loss": 0.2381, "step": 2040 }, { "epoch": 4.38, "learning_rate": 3.1220322886989555e-05, "loss": 0.3131, "step": 2050 }, { "epoch": 4.4, "learning_rate": 3.1101614434947765e-05, "loss": 0.2921, "step": 2060 }, { "epoch": 4.42, "learning_rate": 3.098290598290599e-05, "loss": 0.3018, "step": 2070 }, { "epoch": 4.44, "learning_rate": 3.08641975308642e-05, "loss": 0.304, "step": 2080 }, { "epoch": 4.47, "learning_rate": 3.0745489078822415e-05, "loss": 0.3204, "step": 2090 }, { "epoch": 4.49, "learning_rate": 3.0626780626780625e-05, "loss": 0.2933, "step": 2100 }, { "epoch": 4.51, "learning_rate": 3.0508072174738845e-05, "loss": 0.2772, "step": 2110 }, { "epoch": 4.53, "learning_rate": 3.0389363722697055e-05, "loss": 0.2849, "step": 2120 }, { "epoch": 4.55, "learning_rate": 3.0270655270655275e-05, "loss": 0.3125, "step": 2130 }, { "epoch": 4.57, "learning_rate": 3.0151946818613485e-05, "loss": 0.3005, "step": 2140 }, { "epoch": 4.59, "learning_rate": 3.0033238366571702e-05, "loss": 0.2965, "step": 2150 }, { "epoch": 4.61, "learning_rate": 2.9914529914529915e-05, "loss": 0.2634, "step": 2160 }, { "epoch": 4.64, "learning_rate": 2.9795821462488132e-05, "loss": 0.3093, "step": 2170 }, { "epoch": 4.66, "learning_rate": 2.9677113010446345e-05, "loss": 0.2865, "step": 2180 }, { "epoch": 4.68, "learning_rate": 2.9558404558404562e-05, "loss": 0.2939, "step": 2190 }, { "epoch": 4.7, "learning_rate": 2.9439696106362775e-05, "loss": 0.3056, "step": 2200 }, { "epoch": 4.72, "learning_rate": 2.9320987654320992e-05, "loss": 0.2601, "step": 2210 }, { "epoch": 4.74, "learning_rate": 2.9202279202279202e-05, "loss": 0.2709, "step": 2220 }, { "epoch": 4.76, "learning_rate": 2.9083570750237422e-05, "loss": 0.2963, "step": 2230 }, { "epoch": 4.79, "learning_rate": 2.8964862298195632e-05, "loss": 0.2637, "step": 2240 }, { "epoch": 4.81, "learning_rate": 2.8846153846153845e-05, "loss": 0.2667, "step": 2250 }, { "epoch": 4.83, "learning_rate": 2.8727445394112062e-05, "loss": 0.3028, "step": 2260 }, { "epoch": 4.85, "learning_rate": 2.8608736942070276e-05, "loss": 0.289, "step": 2270 }, { "epoch": 4.87, "learning_rate": 2.8490028490028492e-05, "loss": 0.2918, "step": 2280 }, { "epoch": 4.89, "learning_rate": 2.8371320037986702e-05, "loss": 0.2907, "step": 2290 }, { "epoch": 4.91, "learning_rate": 2.8252611585944922e-05, "loss": 0.2824, "step": 2300 }, { "epoch": 4.93, "learning_rate": 2.8133903133903132e-05, "loss": 0.2747, "step": 2310 }, { "epoch": 4.96, "learning_rate": 2.8015194681861352e-05, "loss": 0.281, "step": 2320 }, { "epoch": 4.98, "learning_rate": 2.7896486229819562e-05, "loss": 0.2534, "step": 2330 }, { "epoch": 5.0, "learning_rate": 2.777777777777778e-05, "loss": 0.2799, "step": 2340 }, { "epoch": 5.0, "eval_accuracy": 0.8945, "eval_loss": 0.2917763590812683, "eval_runtime": 47.4876, "eval_samples_per_second": 210.581, "eval_steps_per_second": 6.591, "step": 2340 }, { "epoch": 5.02, "learning_rate": 2.7659069325735992e-05, "loss": 0.3173, "step": 2350 }, { "epoch": 5.04, "learning_rate": 2.754036087369421e-05, "loss": 0.2615, "step": 2360 }, { "epoch": 5.06, "learning_rate": 2.7421652421652423e-05, "loss": 0.2444, "step": 2370 }, { "epoch": 5.09, "learning_rate": 2.730294396961064e-05, "loss": 0.2709, "step": 2380 }, { "epoch": 5.11, "learning_rate": 2.7184235517568853e-05, "loss": 0.2531, "step": 2390 }, { "epoch": 5.13, "learning_rate": 2.706552706552707e-05, "loss": 0.2695, "step": 2400 }, { "epoch": 5.15, "learning_rate": 2.694681861348528e-05, "loss": 0.2852, "step": 2410 }, { "epoch": 5.17, "learning_rate": 2.68281101614435e-05, "loss": 0.2897, "step": 2420 }, { "epoch": 5.19, "learning_rate": 2.670940170940171e-05, "loss": 0.313, "step": 2430 }, { "epoch": 5.21, "learning_rate": 2.6590693257359926e-05, "loss": 0.2665, "step": 2440 }, { "epoch": 5.23, "learning_rate": 2.647198480531814e-05, "loss": 0.2549, "step": 2450 }, { "epoch": 5.26, "learning_rate": 2.6353276353276356e-05, "loss": 0.292, "step": 2460 }, { "epoch": 5.28, "learning_rate": 2.623456790123457e-05, "loss": 0.2575, "step": 2470 }, { "epoch": 5.3, "learning_rate": 2.611585944919278e-05, "loss": 0.2421, "step": 2480 }, { "epoch": 5.32, "learning_rate": 2.5997150997151e-05, "loss": 0.226, "step": 2490 }, { "epoch": 5.34, "learning_rate": 2.587844254510921e-05, "loss": 0.2378, "step": 2500 }, { "epoch": 5.36, "learning_rate": 2.575973409306743e-05, "loss": 0.2576, "step": 2510 }, { "epoch": 5.38, "learning_rate": 2.564102564102564e-05, "loss": 0.2227, "step": 2520 }, { "epoch": 5.41, "learning_rate": 2.5522317188983856e-05, "loss": 0.2704, "step": 2530 }, { "epoch": 5.43, "learning_rate": 2.540360873694207e-05, "loss": 0.2817, "step": 2540 }, { "epoch": 5.45, "learning_rate": 2.5284900284900286e-05, "loss": 0.3046, "step": 2550 }, { "epoch": 5.47, "learning_rate": 2.51661918328585e-05, "loss": 0.2461, "step": 2560 }, { "epoch": 5.49, "learning_rate": 2.5047483380816717e-05, "loss": 0.2875, "step": 2570 }, { "epoch": 5.51, "learning_rate": 2.492877492877493e-05, "loss": 0.2858, "step": 2580 }, { "epoch": 5.53, "learning_rate": 2.4810066476733147e-05, "loss": 0.2619, "step": 2590 }, { "epoch": 5.55, "learning_rate": 2.4691358024691357e-05, "loss": 0.2492, "step": 2600 }, { "epoch": 5.58, "learning_rate": 2.4572649572649573e-05, "loss": 0.26, "step": 2610 }, { "epoch": 5.6, "learning_rate": 2.4453941120607787e-05, "loss": 0.2629, "step": 2620 }, { "epoch": 5.62, "learning_rate": 2.4335232668566003e-05, "loss": 0.2853, "step": 2630 }, { "epoch": 5.64, "learning_rate": 2.4216524216524217e-05, "loss": 0.2677, "step": 2640 }, { "epoch": 5.66, "learning_rate": 2.409781576448243e-05, "loss": 0.2771, "step": 2650 }, { "epoch": 5.68, "learning_rate": 2.3979107312440647e-05, "loss": 0.3032, "step": 2660 }, { "epoch": 5.7, "learning_rate": 2.386039886039886e-05, "loss": 0.2739, "step": 2670 }, { "epoch": 5.73, "learning_rate": 2.3741690408357077e-05, "loss": 0.2901, "step": 2680 }, { "epoch": 5.75, "learning_rate": 2.362298195631529e-05, "loss": 0.2492, "step": 2690 }, { "epoch": 5.77, "learning_rate": 2.3504273504273504e-05, "loss": 0.2888, "step": 2700 }, { "epoch": 5.79, "learning_rate": 2.338556505223172e-05, "loss": 0.2704, "step": 2710 }, { "epoch": 5.81, "learning_rate": 2.3266856600189934e-05, "loss": 0.2928, "step": 2720 }, { "epoch": 5.83, "learning_rate": 2.314814814814815e-05, "loss": 0.2615, "step": 2730 }, { "epoch": 5.85, "learning_rate": 2.3029439696106364e-05, "loss": 0.2785, "step": 2740 }, { "epoch": 5.87, "learning_rate": 2.291073124406458e-05, "loss": 0.2686, "step": 2750 }, { "epoch": 5.9, "learning_rate": 2.2792022792022794e-05, "loss": 0.2736, "step": 2760 }, { "epoch": 5.92, "learning_rate": 2.2673314339981007e-05, "loss": 0.2616, "step": 2770 }, { "epoch": 5.94, "learning_rate": 2.2554605887939224e-05, "loss": 0.2593, "step": 2780 }, { "epoch": 5.96, "learning_rate": 2.2435897435897437e-05, "loss": 0.2561, "step": 2790 }, { "epoch": 5.98, "learning_rate": 2.2317188983855654e-05, "loss": 0.2804, "step": 2800 }, { "epoch": 6.0, "eval_accuracy": 0.8983, "eval_loss": 0.2862694263458252, "eval_runtime": 47.5296, "eval_samples_per_second": 210.395, "eval_steps_per_second": 6.585, "step": 2808 }, { "epoch": 6.0, "learning_rate": 2.2198480531813867e-05, "loss": 0.2877, "step": 2810 }, { "epoch": 6.03, "learning_rate": 2.207977207977208e-05, "loss": 0.245, "step": 2820 }, { "epoch": 6.05, "learning_rate": 2.1961063627730297e-05, "loss": 0.2603, "step": 2830 }, { "epoch": 6.07, "learning_rate": 2.184235517568851e-05, "loss": 0.2685, "step": 2840 }, { "epoch": 6.09, "learning_rate": 2.1723646723646724e-05, "loss": 0.2556, "step": 2850 }, { "epoch": 6.11, "learning_rate": 2.1604938271604937e-05, "loss": 0.2698, "step": 2860 }, { "epoch": 6.13, "learning_rate": 2.1486229819563154e-05, "loss": 0.2491, "step": 2870 }, { "epoch": 6.15, "learning_rate": 2.1367521367521368e-05, "loss": 0.2746, "step": 2880 }, { "epoch": 6.17, "learning_rate": 2.124881291547958e-05, "loss": 0.2613, "step": 2890 }, { "epoch": 6.2, "learning_rate": 2.1130104463437798e-05, "loss": 0.2991, "step": 2900 }, { "epoch": 6.22, "learning_rate": 2.101139601139601e-05, "loss": 0.302, "step": 2910 }, { "epoch": 6.24, "learning_rate": 2.0892687559354228e-05, "loss": 0.2531, "step": 2920 }, { "epoch": 6.26, "learning_rate": 2.077397910731244e-05, "loss": 0.2409, "step": 2930 }, { "epoch": 6.28, "learning_rate": 2.0655270655270654e-05, "loss": 0.2682, "step": 2940 }, { "epoch": 6.3, "learning_rate": 2.053656220322887e-05, "loss": 0.2561, "step": 2950 }, { "epoch": 6.32, "learning_rate": 2.0417853751187084e-05, "loss": 0.2318, "step": 2960 }, { "epoch": 6.35, "learning_rate": 2.02991452991453e-05, "loss": 0.2551, "step": 2970 }, { "epoch": 6.37, "learning_rate": 2.0180436847103515e-05, "loss": 0.2669, "step": 2980 }, { "epoch": 6.39, "learning_rate": 2.006172839506173e-05, "loss": 0.2757, "step": 2990 }, { "epoch": 6.41, "learning_rate": 1.9943019943019945e-05, "loss": 0.2824, "step": 3000 }, { "epoch": 6.43, "learning_rate": 1.9824311490978158e-05, "loss": 0.2473, "step": 3010 }, { "epoch": 6.45, "learning_rate": 1.9705603038936375e-05, "loss": 0.2987, "step": 3020 }, { "epoch": 6.47, "learning_rate": 1.9586894586894588e-05, "loss": 0.2605, "step": 3030 }, { "epoch": 6.49, "learning_rate": 1.9468186134852805e-05, "loss": 0.2253, "step": 3040 }, { "epoch": 6.52, "learning_rate": 1.9349477682811018e-05, "loss": 0.2572, "step": 3050 }, { "epoch": 6.54, "learning_rate": 1.923076923076923e-05, "loss": 0.2489, "step": 3060 }, { "epoch": 6.56, "learning_rate": 1.9112060778727448e-05, "loss": 0.2797, "step": 3070 }, { "epoch": 6.58, "learning_rate": 1.899335232668566e-05, "loss": 0.2779, "step": 3080 }, { "epoch": 6.6, "learning_rate": 1.8874643874643875e-05, "loss": 0.2607, "step": 3090 }, { "epoch": 6.62, "learning_rate": 1.8755935422602088e-05, "loss": 0.2576, "step": 3100 }, { "epoch": 6.64, "learning_rate": 1.8637226970560305e-05, "loss": 0.2666, "step": 3110 }, { "epoch": 6.67, "learning_rate": 1.8518518518518518e-05, "loss": 0.2659, "step": 3120 }, { "epoch": 6.69, "learning_rate": 1.839981006647673e-05, "loss": 0.2257, "step": 3130 }, { "epoch": 6.71, "learning_rate": 1.828110161443495e-05, "loss": 0.2591, "step": 3140 }, { "epoch": 6.73, "learning_rate": 1.8162393162393162e-05, "loss": 0.2346, "step": 3150 }, { "epoch": 6.75, "learning_rate": 1.804368471035138e-05, "loss": 0.2618, "step": 3160 }, { "epoch": 6.77, "learning_rate": 1.7924976258309592e-05, "loss": 0.2356, "step": 3170 }, { "epoch": 6.79, "learning_rate": 1.7806267806267805e-05, "loss": 0.2741, "step": 3180 }, { "epoch": 6.81, "learning_rate": 1.7687559354226022e-05, "loss": 0.2494, "step": 3190 }, { "epoch": 6.84, "learning_rate": 1.7568850902184235e-05, "loss": 0.286, "step": 3200 }, { "epoch": 6.86, "learning_rate": 1.7450142450142452e-05, "loss": 0.2277, "step": 3210 }, { "epoch": 6.88, "learning_rate": 1.7331433998100665e-05, "loss": 0.2308, "step": 3220 }, { "epoch": 6.9, "learning_rate": 1.7212725546058882e-05, "loss": 0.2491, "step": 3230 }, { "epoch": 6.92, "learning_rate": 1.7094017094017095e-05, "loss": 0.2251, "step": 3240 }, { "epoch": 6.94, "learning_rate": 1.697530864197531e-05, "loss": 0.2406, "step": 3250 }, { "epoch": 6.96, "learning_rate": 1.6856600189933525e-05, "loss": 0.2626, "step": 3260 }, { "epoch": 6.99, "learning_rate": 1.673789173789174e-05, "loss": 0.235, "step": 3270 }, { "epoch": 7.0, "eval_accuracy": 0.8954, "eval_loss": 0.2886597216129303, "eval_runtime": 47.6094, "eval_samples_per_second": 210.043, "eval_steps_per_second": 6.574, "step": 3276 }, { "epoch": 7.01, "learning_rate": 1.6619183285849956e-05, "loss": 0.2382, "step": 3280 }, { "epoch": 7.03, "learning_rate": 1.650047483380817e-05, "loss": 0.2688, "step": 3290 }, { "epoch": 7.05, "learning_rate": 1.6381766381766382e-05, "loss": 0.2459, "step": 3300 }, { "epoch": 7.07, "learning_rate": 1.62630579297246e-05, "loss": 0.2309, "step": 3310 }, { "epoch": 7.09, "learning_rate": 1.6144349477682812e-05, "loss": 0.2354, "step": 3320 }, { "epoch": 7.12, "learning_rate": 1.602564102564103e-05, "loss": 0.2357, "step": 3330 }, { "epoch": 7.14, "learning_rate": 1.590693257359924e-05, "loss": 0.2388, "step": 3340 }, { "epoch": 7.16, "learning_rate": 1.5788224121557456e-05, "loss": 0.2699, "step": 3350 }, { "epoch": 7.18, "learning_rate": 1.566951566951567e-05, "loss": 0.2446, "step": 3360 }, { "epoch": 7.2, "learning_rate": 1.5550807217473882e-05, "loss": 0.292, "step": 3370 }, { "epoch": 7.22, "learning_rate": 1.54320987654321e-05, "loss": 0.2085, "step": 3380 }, { "epoch": 7.24, "learning_rate": 1.5313390313390312e-05, "loss": 0.2597, "step": 3390 }, { "epoch": 7.26, "learning_rate": 1.5194681861348528e-05, "loss": 0.2508, "step": 3400 }, { "epoch": 7.29, "learning_rate": 1.5075973409306743e-05, "loss": 0.2794, "step": 3410 }, { "epoch": 7.31, "learning_rate": 1.4957264957264958e-05, "loss": 0.2556, "step": 3420 }, { "epoch": 7.33, "learning_rate": 1.4838556505223173e-05, "loss": 0.2471, "step": 3430 }, { "epoch": 7.35, "learning_rate": 1.4719848053181388e-05, "loss": 0.2261, "step": 3440 }, { "epoch": 7.37, "learning_rate": 1.4601139601139601e-05, "loss": 0.2405, "step": 3450 }, { "epoch": 7.39, "learning_rate": 1.4482431149097816e-05, "loss": 0.2278, "step": 3460 }, { "epoch": 7.41, "learning_rate": 1.4363722697056031e-05, "loss": 0.2672, "step": 3470 }, { "epoch": 7.44, "learning_rate": 1.4245014245014246e-05, "loss": 0.2362, "step": 3480 }, { "epoch": 7.46, "learning_rate": 1.4126305792972461e-05, "loss": 0.2845, "step": 3490 }, { "epoch": 7.48, "learning_rate": 1.4007597340930676e-05, "loss": 0.2431, "step": 3500 }, { "epoch": 7.5, "learning_rate": 1.388888888888889e-05, "loss": 0.238, "step": 3510 }, { "epoch": 7.52, "learning_rate": 1.3770180436847105e-05, "loss": 0.246, "step": 3520 }, { "epoch": 7.54, "learning_rate": 1.365147198480532e-05, "loss": 0.2536, "step": 3530 }, { "epoch": 7.56, "learning_rate": 1.3532763532763535e-05, "loss": 0.2625, "step": 3540 }, { "epoch": 7.58, "learning_rate": 1.341405508072175e-05, "loss": 0.2571, "step": 3550 }, { "epoch": 7.61, "learning_rate": 1.3295346628679963e-05, "loss": 0.2519, "step": 3560 }, { "epoch": 7.63, "learning_rate": 1.3176638176638178e-05, "loss": 0.2648, "step": 3570 }, { "epoch": 7.65, "learning_rate": 1.305792972459639e-05, "loss": 0.2178, "step": 3580 }, { "epoch": 7.67, "learning_rate": 1.2939221272554605e-05, "loss": 0.2561, "step": 3590 }, { "epoch": 7.69, "learning_rate": 1.282051282051282e-05, "loss": 0.2007, "step": 3600 }, { "epoch": 7.71, "learning_rate": 1.2701804368471035e-05, "loss": 0.2175, "step": 3610 }, { "epoch": 7.73, "learning_rate": 1.258309591642925e-05, "loss": 0.2447, "step": 3620 }, { "epoch": 7.76, "learning_rate": 1.2464387464387465e-05, "loss": 0.2207, "step": 3630 }, { "epoch": 7.78, "learning_rate": 1.2345679012345678e-05, "loss": 0.2517, "step": 3640 }, { "epoch": 7.8, "learning_rate": 1.2226970560303893e-05, "loss": 0.2707, "step": 3650 }, { "epoch": 7.82, "learning_rate": 1.2108262108262108e-05, "loss": 0.2298, "step": 3660 }, { "epoch": 7.84, "learning_rate": 1.1989553656220323e-05, "loss": 0.214, "step": 3670 }, { "epoch": 7.86, "learning_rate": 1.1870845204178538e-05, "loss": 0.226, "step": 3680 }, { "epoch": 7.88, "learning_rate": 1.1752136752136752e-05, "loss": 0.2001, "step": 3690 }, { "epoch": 7.9, "learning_rate": 1.1633428300094967e-05, "loss": 0.2323, "step": 3700 }, { "epoch": 7.93, "learning_rate": 1.1514719848053182e-05, "loss": 0.2276, "step": 3710 }, { "epoch": 7.95, "learning_rate": 1.1396011396011397e-05, "loss": 0.2236, "step": 3720 }, { "epoch": 7.97, "learning_rate": 1.1277302943969612e-05, "loss": 0.2241, "step": 3730 }, { "epoch": 7.99, "learning_rate": 1.1158594491927827e-05, "loss": 0.2684, "step": 3740 }, { "epoch": 8.0, "eval_accuracy": 0.8965, "eval_loss": 0.2847461998462677, "eval_runtime": 47.6902, "eval_samples_per_second": 209.687, "eval_steps_per_second": 6.563, "step": 3744 }, { "epoch": 8.01, "learning_rate": 1.103988603988604e-05, "loss": 0.2173, "step": 3750 }, { "epoch": 8.03, "learning_rate": 1.0921177587844255e-05, "loss": 0.2211, "step": 3760 }, { "epoch": 8.06, "learning_rate": 1.0802469135802469e-05, "loss": 0.2381, "step": 3770 }, { "epoch": 8.08, "learning_rate": 1.0683760683760684e-05, "loss": 0.2001, "step": 3780 }, { "epoch": 8.1, "learning_rate": 1.0565052231718899e-05, "loss": 0.2414, "step": 3790 }, { "epoch": 8.12, "learning_rate": 1.0446343779677114e-05, "loss": 0.2017, "step": 3800 }, { "epoch": 8.14, "learning_rate": 1.0327635327635327e-05, "loss": 0.2335, "step": 3810 }, { "epoch": 8.16, "learning_rate": 1.0208926875593542e-05, "loss": 0.2428, "step": 3820 }, { "epoch": 8.18, "learning_rate": 1.0090218423551757e-05, "loss": 0.232, "step": 3830 }, { "epoch": 8.2, "learning_rate": 9.971509971509972e-06, "loss": 0.218, "step": 3840 }, { "epoch": 8.23, "learning_rate": 9.852801519468187e-06, "loss": 0.2295, "step": 3850 }, { "epoch": 8.25, "learning_rate": 9.734093067426402e-06, "loss": 0.2432, "step": 3860 }, { "epoch": 8.27, "learning_rate": 9.615384615384616e-06, "loss": 0.216, "step": 3870 }, { "epoch": 8.29, "learning_rate": 9.49667616334283e-06, "loss": 0.2608, "step": 3880 }, { "epoch": 8.31, "learning_rate": 9.377967711301044e-06, "loss": 0.2347, "step": 3890 }, { "epoch": 8.33, "learning_rate": 9.259259259259259e-06, "loss": 0.2477, "step": 3900 }, { "epoch": 8.35, "learning_rate": 9.140550807217474e-06, "loss": 0.2198, "step": 3910 }, { "epoch": 8.38, "learning_rate": 9.02184235517569e-06, "loss": 0.215, "step": 3920 }, { "epoch": 8.4, "learning_rate": 8.903133903133903e-06, "loss": 0.215, "step": 3930 }, { "epoch": 8.42, "learning_rate": 8.784425451092118e-06, "loss": 0.2208, "step": 3940 }, { "epoch": 8.44, "learning_rate": 8.665716999050333e-06, "loss": 0.2278, "step": 3950 }, { "epoch": 8.46, "learning_rate": 8.547008547008548e-06, "loss": 0.2671, "step": 3960 }, { "epoch": 8.48, "learning_rate": 8.428300094966763e-06, "loss": 0.2441, "step": 3970 }, { "epoch": 8.5, "learning_rate": 8.309591642924978e-06, "loss": 0.2254, "step": 3980 }, { "epoch": 8.52, "learning_rate": 8.190883190883191e-06, "loss": 0.2045, "step": 3990 }, { "epoch": 8.55, "learning_rate": 8.072174738841406e-06, "loss": 0.2381, "step": 4000 }, { "epoch": 8.57, "learning_rate": 7.95346628679962e-06, "loss": 0.2158, "step": 4010 }, { "epoch": 8.59, "learning_rate": 7.834757834757835e-06, "loss": 0.2409, "step": 4020 }, { "epoch": 8.61, "learning_rate": 7.71604938271605e-06, "loss": 0.2086, "step": 4030 }, { "epoch": 8.63, "learning_rate": 7.597340930674264e-06, "loss": 0.2148, "step": 4040 }, { "epoch": 8.65, "learning_rate": 7.478632478632479e-06, "loss": 0.2218, "step": 4050 }, { "epoch": 8.67, "learning_rate": 7.359924026590694e-06, "loss": 0.2449, "step": 4060 }, { "epoch": 8.7, "learning_rate": 7.241215574548908e-06, "loss": 0.242, "step": 4070 }, { "epoch": 8.72, "learning_rate": 7.122507122507123e-06, "loss": 0.2034, "step": 4080 }, { "epoch": 8.74, "learning_rate": 7.003798670465338e-06, "loss": 0.2272, "step": 4090 }, { "epoch": 8.76, "learning_rate": 6.885090218423552e-06, "loss": 0.1943, "step": 4100 }, { "epoch": 8.78, "learning_rate": 6.766381766381767e-06, "loss": 0.2313, "step": 4110 }, { "epoch": 8.8, "learning_rate": 6.6476733143399815e-06, "loss": 0.2217, "step": 4120 }, { "epoch": 8.82, "learning_rate": 6.528964862298195e-06, "loss": 0.255, "step": 4130 }, { "epoch": 8.84, "learning_rate": 6.41025641025641e-06, "loss": 0.2623, "step": 4140 }, { "epoch": 8.87, "learning_rate": 6.291547958214625e-06, "loss": 0.2427, "step": 4150 }, { "epoch": 8.89, "learning_rate": 6.172839506172839e-06, "loss": 0.2157, "step": 4160 }, { "epoch": 8.91, "learning_rate": 6.054131054131054e-06, "loss": 0.2486, "step": 4170 }, { "epoch": 8.93, "learning_rate": 5.935422602089269e-06, "loss": 0.2439, "step": 4180 }, { "epoch": 8.95, "learning_rate": 5.816714150047483e-06, "loss": 0.2476, "step": 4190 }, { "epoch": 8.97, "learning_rate": 5.6980056980056985e-06, "loss": 0.2464, "step": 4200 }, { "epoch": 8.99, "learning_rate": 5.5792972459639135e-06, "loss": 0.2276, "step": 4210 }, { "epoch": 9.0, "eval_accuracy": 0.9072, "eval_loss": 0.2635934352874756, "eval_runtime": 47.7546, "eval_samples_per_second": 209.404, "eval_steps_per_second": 6.554, "step": 4212 }, { "epoch": 9.02, "learning_rate": 5.460588793922128e-06, "loss": 0.2186, "step": 4220 }, { "epoch": 9.04, "learning_rate": 5.341880341880342e-06, "loss": 0.2298, "step": 4230 }, { "epoch": 9.06, "learning_rate": 5.223171889838557e-06, "loss": 0.2186, "step": 4240 }, { "epoch": 9.08, "learning_rate": 5.104463437796771e-06, "loss": 0.2331, "step": 4250 }, { "epoch": 9.1, "learning_rate": 4.985754985754986e-06, "loss": 0.1939, "step": 4260 }, { "epoch": 9.12, "learning_rate": 4.867046533713201e-06, "loss": 0.1823, "step": 4270 }, { "epoch": 9.15, "learning_rate": 4.748338081671415e-06, "loss": 0.2161, "step": 4280 }, { "epoch": 9.17, "learning_rate": 4.6296296296296296e-06, "loss": 0.205, "step": 4290 }, { "epoch": 9.19, "learning_rate": 4.510921177587845e-06, "loss": 0.2441, "step": 4300 }, { "epoch": 9.21, "learning_rate": 4.392212725546059e-06, "loss": 0.205, "step": 4310 }, { "epoch": 9.23, "learning_rate": 4.273504273504274e-06, "loss": 0.2395, "step": 4320 }, { "epoch": 9.25, "learning_rate": 4.154795821462489e-06, "loss": 0.2253, "step": 4330 }, { "epoch": 9.27, "learning_rate": 4.036087369420703e-06, "loss": 0.2011, "step": 4340 }, { "epoch": 9.29, "learning_rate": 3.917378917378917e-06, "loss": 0.2047, "step": 4350 }, { "epoch": 9.32, "learning_rate": 3.798670465337132e-06, "loss": 0.2147, "step": 4360 }, { "epoch": 9.34, "learning_rate": 3.679962013295347e-06, "loss": 0.238, "step": 4370 }, { "epoch": 9.36, "learning_rate": 3.5612535612535615e-06, "loss": 0.1856, "step": 4380 }, { "epoch": 9.38, "learning_rate": 3.442545109211776e-06, "loss": 0.2375, "step": 4390 }, { "epoch": 9.4, "learning_rate": 3.3238366571699908e-06, "loss": 0.2077, "step": 4400 }, { "epoch": 9.42, "learning_rate": 3.205128205128205e-06, "loss": 0.2377, "step": 4410 }, { "epoch": 9.44, "learning_rate": 3.0864197530864196e-06, "loss": 0.2098, "step": 4420 }, { "epoch": 9.47, "learning_rate": 2.9677113010446346e-06, "loss": 0.2114, "step": 4430 }, { "epoch": 9.49, "learning_rate": 2.8490028490028492e-06, "loss": 0.2236, "step": 4440 }, { "epoch": 9.51, "learning_rate": 2.730294396961064e-06, "loss": 0.2106, "step": 4450 }, { "epoch": 9.53, "learning_rate": 2.6115859449192785e-06, "loss": 0.2144, "step": 4460 }, { "epoch": 9.55, "learning_rate": 2.492877492877493e-06, "loss": 0.213, "step": 4470 }, { "epoch": 9.57, "learning_rate": 2.3741690408357077e-06, "loss": 0.2156, "step": 4480 }, { "epoch": 9.59, "learning_rate": 2.2554605887939223e-06, "loss": 0.1937, "step": 4490 }, { "epoch": 9.61, "learning_rate": 2.136752136752137e-06, "loss": 0.2047, "step": 4500 }, { "epoch": 9.64, "learning_rate": 2.0180436847103515e-06, "loss": 0.2212, "step": 4510 }, { "epoch": 9.66, "learning_rate": 1.899335232668566e-06, "loss": 0.243, "step": 4520 }, { "epoch": 9.68, "learning_rate": 1.7806267806267808e-06, "loss": 0.1946, "step": 4530 }, { "epoch": 9.7, "learning_rate": 1.6619183285849954e-06, "loss": 0.2191, "step": 4540 }, { "epoch": 9.72, "learning_rate": 1.5432098765432098e-06, "loss": 0.2316, "step": 4550 }, { "epoch": 9.74, "learning_rate": 1.4245014245014246e-06, "loss": 0.2298, "step": 4560 }, { "epoch": 9.76, "learning_rate": 1.3057929724596392e-06, "loss": 0.2217, "step": 4570 }, { "epoch": 9.79, "learning_rate": 1.1870845204178538e-06, "loss": 0.1999, "step": 4580 }, { "epoch": 9.81, "learning_rate": 1.0683760683760685e-06, "loss": 0.2415, "step": 4590 }, { "epoch": 9.83, "learning_rate": 9.49667616334283e-07, "loss": 0.2058, "step": 4600 }, { "epoch": 9.85, "learning_rate": 8.309591642924977e-07, "loss": 0.1963, "step": 4610 }, { "epoch": 9.87, "learning_rate": 7.122507122507123e-07, "loss": 0.2147, "step": 4620 }, { "epoch": 9.89, "learning_rate": 5.935422602089269e-07, "loss": 0.2069, "step": 4630 }, { "epoch": 9.91, "learning_rate": 4.748338081671415e-07, "loss": 0.2068, "step": 4640 }, { "epoch": 9.93, "learning_rate": 3.5612535612535615e-07, "loss": 0.2256, "step": 4650 }, { "epoch": 9.96, "learning_rate": 2.3741690408357074e-07, "loss": 0.1996, "step": 4660 }, { "epoch": 9.98, "learning_rate": 1.1870845204178537e-07, "loss": 0.2189, "step": 4670 }, { "epoch": 10.0, "learning_rate": 0.0, "loss": 0.204, "step": 4680 }, { "epoch": 10.0, "eval_accuracy": 0.9086, "eval_loss": 0.2588711977005005, "eval_runtime": 47.7546, "eval_samples_per_second": 209.404, "eval_steps_per_second": 6.554, "step": 4680 }, { "epoch": 10.0, "step": 4680, "total_flos": 4.700425507906506e+19, "train_loss": 0.3335707022848292, "train_runtime": 7122.0116, "train_samples_per_second": 84.246, "train_steps_per_second": 0.657 } ], "max_steps": 4680, "num_train_epochs": 10, "total_flos": 4.700425507906506e+19, "trial_name": null, "trial_params": null }