{ "best_metric": null, "best_model_checkpoint": null, "epoch": 20.0, "eval_steps": 500, "global_step": 371900, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05, "grad_norm": 1.1065584421157837, "learning_rate": 3.125e-06, "loss": 7.5986, "step": 1000 }, { "epoch": 0.11, "grad_norm": 0.6919564604759216, "learning_rate": 6.25e-06, "loss": 5.8259, "step": 2000 }, { "epoch": 0.16, "grad_norm": 0.7977421283721924, "learning_rate": 9.375000000000001e-06, "loss": 5.3849, "step": 3000 }, { "epoch": 0.22, "grad_norm": 1.386985421180725, "learning_rate": 1.25e-05, "loss": 5.1627, "step": 4000 }, { "epoch": 0.27, "grad_norm": 0.9054310917854309, "learning_rate": 1.5625e-05, "loss": 5.005, "step": 5000 }, { "epoch": 0.32, "grad_norm": 1.0550600290298462, "learning_rate": 1.8750000000000002e-05, "loss": 4.8627, "step": 6000 }, { "epoch": 0.38, "grad_norm": 1.0669718980789185, "learning_rate": 2.1875e-05, "loss": 4.7454, "step": 7000 }, { "epoch": 0.43, "grad_norm": 1.0990982055664062, "learning_rate": 2.5e-05, "loss": 4.6486, "step": 8000 }, { "epoch": 0.48, "grad_norm": 1.0567301511764526, "learning_rate": 2.8125000000000003e-05, "loss": 4.5585, "step": 9000 }, { "epoch": 0.54, "grad_norm": 1.1454998254776, "learning_rate": 3.125e-05, "loss": 4.4828, "step": 10000 }, { "epoch": 0.59, "grad_norm": 1.0922003984451294, "learning_rate": 3.4375e-05, "loss": 4.4099, "step": 11000 }, { "epoch": 0.65, "grad_norm": 1.0760829448699951, "learning_rate": 3.7500000000000003e-05, "loss": 4.3435, "step": 12000 }, { "epoch": 0.7, "grad_norm": 1.0779520273208618, "learning_rate": 4.0621875e-05, "loss": 4.2871, "step": 13000 }, { "epoch": 0.75, "grad_norm": 1.0053024291992188, "learning_rate": 4.374375e-05, "loss": 4.2362, "step": 14000 }, { "epoch": 0.81, "grad_norm": 1.0250402688980103, "learning_rate": 4.686875e-05, "loss": 4.1841, "step": 15000 }, { "epoch": 0.86, "grad_norm": 1.025078296661377, "learning_rate": 4.999375e-05, "loss": 4.1362, "step": 16000 }, { "epoch": 0.91, "grad_norm": 1.020418643951416, "learning_rate": 5.311875000000001e-05, "loss": 4.091, "step": 17000 }, { "epoch": 0.97, "grad_norm": 1.023269772529602, "learning_rate": 5.6240625e-05, "loss": 4.0524, "step": 18000 }, { "epoch": 1.0, "eval_accuracy": 0.30844237989493534, "eval_loss": 4.28109073638916, "eval_runtime": 151.382, "eval_samples_per_second": 382.595, "eval_steps_per_second": 5.978, "step": 18595 }, { "epoch": 1.02, "grad_norm": 1.0309756994247437, "learning_rate": 5.9365625e-05, "loss": 4.015, "step": 19000 }, { "epoch": 1.08, "grad_norm": 0.9628090262413025, "learning_rate": 6.24875e-05, "loss": 3.969, "step": 20000 }, { "epoch": 1.13, "grad_norm": 1.0119906663894653, "learning_rate": 6.560937500000001e-05, "loss": 3.933, "step": 21000 }, { "epoch": 1.18, "grad_norm": 0.9792044758796692, "learning_rate": 6.8734375e-05, "loss": 3.8956, "step": 22000 }, { "epoch": 1.24, "grad_norm": 1.0101176500320435, "learning_rate": 7.185312499999999e-05, "loss": 3.8586, "step": 23000 }, { "epoch": 1.29, "grad_norm": 0.9678108096122742, "learning_rate": 7.4978125e-05, "loss": 3.8302, "step": 24000 }, { "epoch": 1.34, "grad_norm": 0.9615768194198608, "learning_rate": 7.8103125e-05, "loss": 3.801, "step": 25000 }, { "epoch": 1.4, "grad_norm": 0.9395524859428406, "learning_rate": 8.1221875e-05, "loss": 3.7804, "step": 26000 }, { "epoch": 1.45, "grad_norm": 0.8997763395309448, "learning_rate": 8.434687500000001e-05, "loss": 3.7585, "step": 27000 }, { "epoch": 1.51, "grad_norm": 0.9433351159095764, "learning_rate": 8.746875e-05, "loss": 3.732, "step": 28000 }, { "epoch": 1.56, "grad_norm": 0.8686715960502625, "learning_rate": 9.059375e-05, "loss": 3.7131, "step": 29000 }, { "epoch": 1.61, "grad_norm": 0.9142166376113892, "learning_rate": 9.3715625e-05, "loss": 3.6941, "step": 30000 }, { "epoch": 1.67, "grad_norm": 0.9287761449813843, "learning_rate": 9.684062500000001e-05, "loss": 3.6698, "step": 31000 }, { "epoch": 1.72, "grad_norm": 0.8525364995002747, "learning_rate": 9.99625e-05, "loss": 3.6574, "step": 32000 }, { "epoch": 1.77, "grad_norm": 0.8378422260284424, "learning_rate": 9.970932627243307e-05, "loss": 3.6384, "step": 33000 }, { "epoch": 1.83, "grad_norm": 0.8161050081253052, "learning_rate": 9.941512209473375e-05, "loss": 3.6184, "step": 34000 }, { "epoch": 1.88, "grad_norm": 0.8268817067146301, "learning_rate": 9.912121212121213e-05, "loss": 3.5973, "step": 35000 }, { "epoch": 1.94, "grad_norm": 0.7921673059463501, "learning_rate": 9.882700794351281e-05, "loss": 3.5878, "step": 36000 }, { "epoch": 1.99, "grad_norm": 0.7795915007591248, "learning_rate": 9.853309796999118e-05, "loss": 3.5716, "step": 37000 }, { "epoch": 2.0, "eval_accuracy": 0.36151083317444777, "eval_loss": 3.7749860286712646, "eval_runtime": 153.0787, "eval_samples_per_second": 378.354, "eval_steps_per_second": 5.912, "step": 37190 }, { "epoch": 2.04, "grad_norm": 0.816111147403717, "learning_rate": 9.823889379229185e-05, "loss": 3.5338, "step": 38000 }, { "epoch": 2.1, "grad_norm": 0.8356756567955017, "learning_rate": 9.794498381877023e-05, "loss": 3.5187, "step": 39000 }, { "epoch": 2.15, "grad_norm": 0.8443105220794678, "learning_rate": 9.765077964107092e-05, "loss": 3.5061, "step": 40000 }, { "epoch": 2.2, "grad_norm": 0.7713498473167419, "learning_rate": 9.735686966754929e-05, "loss": 3.4944, "step": 41000 }, { "epoch": 2.26, "grad_norm": 0.795734167098999, "learning_rate": 9.706266548984995e-05, "loss": 3.496, "step": 42000 }, { "epoch": 2.31, "grad_norm": 0.8273535370826721, "learning_rate": 9.676875551632834e-05, "loss": 3.4833, "step": 43000 }, { "epoch": 2.37, "grad_norm": 0.7914260625839233, "learning_rate": 9.647455133862902e-05, "loss": 3.4718, "step": 44000 }, { "epoch": 2.42, "grad_norm": 0.782301664352417, "learning_rate": 9.618064136510739e-05, "loss": 3.46, "step": 45000 }, { "epoch": 2.47, "grad_norm": 0.7781464457511902, "learning_rate": 9.588643718740806e-05, "loss": 3.4537, "step": 46000 }, { "epoch": 2.53, "grad_norm": 0.774398148059845, "learning_rate": 9.559223300970874e-05, "loss": 3.4478, "step": 47000 }, { "epoch": 2.58, "grad_norm": 0.7705032229423523, "learning_rate": 9.529832303618712e-05, "loss": 3.4398, "step": 48000 }, { "epoch": 2.64, "grad_norm": 0.773110568523407, "learning_rate": 9.50041188584878e-05, "loss": 3.4366, "step": 49000 }, { "epoch": 2.69, "grad_norm": 0.7716487646102905, "learning_rate": 9.471050308914386e-05, "loss": 3.4256, "step": 50000 }, { "epoch": 2.74, "grad_norm": 0.7782188653945923, "learning_rate": 9.441629891144455e-05, "loss": 3.417, "step": 51000 }, { "epoch": 2.8, "grad_norm": 0.7639435529708862, "learning_rate": 9.412209473374523e-05, "loss": 3.4123, "step": 52000 }, { "epoch": 2.85, "grad_norm": 0.7292437553405762, "learning_rate": 9.382789055604591e-05, "loss": 3.405, "step": 53000 }, { "epoch": 2.9, "grad_norm": 0.7682722210884094, "learning_rate": 9.353368637834658e-05, "loss": 3.399, "step": 54000 }, { "epoch": 2.96, "grad_norm": 0.7343226671218872, "learning_rate": 9.323977640482495e-05, "loss": 3.3913, "step": 55000 }, { "epoch": 3.0, "eval_accuracy": 0.3779394670823355, "eval_loss": 3.600841760635376, "eval_runtime": 153.5925, "eval_samples_per_second": 377.089, "eval_steps_per_second": 5.892, "step": 55785 }, { "epoch": 3.01, "grad_norm": 0.7667288184165955, "learning_rate": 9.294557222712563e-05, "loss": 3.3741, "step": 56000 }, { "epoch": 3.07, "grad_norm": 0.791042685508728, "learning_rate": 9.265166225360401e-05, "loss": 3.3318, "step": 57000 }, { "epoch": 3.12, "grad_norm": 0.7432328462600708, "learning_rate": 9.235745807590468e-05, "loss": 3.3377, "step": 58000 }, { "epoch": 3.17, "grad_norm": 0.7701253294944763, "learning_rate": 9.206325389820536e-05, "loss": 3.3324, "step": 59000 }, { "epoch": 3.23, "grad_norm": 0.7645742297172546, "learning_rate": 9.176963812886143e-05, "loss": 3.327, "step": 60000 }, { "epoch": 3.28, "grad_norm": 0.7636393904685974, "learning_rate": 9.147543395116211e-05, "loss": 3.3306, "step": 61000 }, { "epoch": 3.33, "grad_norm": 0.7321722507476807, "learning_rate": 9.118122977346278e-05, "loss": 3.3303, "step": 62000 }, { "epoch": 3.39, "grad_norm": 0.790723443031311, "learning_rate": 9.088702559576346e-05, "loss": 3.3243, "step": 63000 }, { "epoch": 3.44, "grad_norm": 0.7484601140022278, "learning_rate": 9.059311562224185e-05, "loss": 3.3244, "step": 64000 }, { "epoch": 3.5, "grad_norm": 0.746504008769989, "learning_rate": 9.029891144454253e-05, "loss": 3.3176, "step": 65000 }, { "epoch": 3.55, "grad_norm": 0.7723560929298401, "learning_rate": 9.000500147102089e-05, "loss": 3.3123, "step": 66000 }, { "epoch": 3.6, "grad_norm": 0.7322754859924316, "learning_rate": 8.971079729332157e-05, "loss": 3.3116, "step": 67000 }, { "epoch": 3.66, "grad_norm": 0.7716720104217529, "learning_rate": 8.941659311562225e-05, "loss": 3.3073, "step": 68000 }, { "epoch": 3.71, "grad_norm": 0.7449876666069031, "learning_rate": 8.912268314210063e-05, "loss": 3.3009, "step": 69000 }, { "epoch": 3.76, "grad_norm": 0.7449329495429993, "learning_rate": 8.88284789644013e-05, "loss": 3.306, "step": 70000 }, { "epoch": 3.82, "grad_norm": 0.701579213142395, "learning_rate": 8.853427478670198e-05, "loss": 3.2996, "step": 71000 }, { "epoch": 3.87, "grad_norm": 0.7269728183746338, "learning_rate": 8.824036481318035e-05, "loss": 3.294, "step": 72000 }, { "epoch": 3.93, "grad_norm": 0.7257309556007385, "learning_rate": 8.794616063548102e-05, "loss": 3.2955, "step": 73000 }, { "epoch": 3.98, "grad_norm": 0.6977525353431702, "learning_rate": 8.76522506619594e-05, "loss": 3.2921, "step": 74000 }, { "epoch": 4.0, "eval_accuracy": 0.3883133849640905, "eval_loss": 3.5102479457855225, "eval_runtime": 153.2986, "eval_samples_per_second": 377.812, "eval_steps_per_second": 5.904, "step": 74380 }, { "epoch": 4.03, "grad_norm": 0.7187395691871643, "learning_rate": 8.735804648426008e-05, "loss": 3.2537, "step": 75000 }, { "epoch": 4.09, "grad_norm": 0.7566428184509277, "learning_rate": 8.706413651073846e-05, "loss": 3.2417, "step": 76000 }, { "epoch": 4.14, "grad_norm": 0.7315700650215149, "learning_rate": 8.676993233303912e-05, "loss": 3.2394, "step": 77000 }, { "epoch": 4.19, "grad_norm": 0.7529075741767883, "learning_rate": 8.64757281553398e-05, "loss": 3.2415, "step": 78000 }, { "epoch": 4.25, "grad_norm": 0.7442134022712708, "learning_rate": 8.618152397764049e-05, "loss": 3.2399, "step": 79000 }, { "epoch": 4.3, "grad_norm": 0.7772579193115234, "learning_rate": 8.588790820829656e-05, "loss": 3.2352, "step": 80000 }, { "epoch": 4.36, "grad_norm": 0.7373689413070679, "learning_rate": 8.559370403059724e-05, "loss": 3.2348, "step": 81000 }, { "epoch": 4.41, "grad_norm": 0.7681490778923035, "learning_rate": 8.529949985289791e-05, "loss": 3.2282, "step": 82000 }, { "epoch": 4.46, "grad_norm": 0.7327556014060974, "learning_rate": 8.500529567519859e-05, "loss": 3.2349, "step": 83000 }, { "epoch": 4.52, "grad_norm": 0.7320055961608887, "learning_rate": 8.471109149749927e-05, "loss": 3.2342, "step": 84000 }, { "epoch": 4.57, "grad_norm": 0.7526534199714661, "learning_rate": 8.441718152397764e-05, "loss": 3.2329, "step": 85000 }, { "epoch": 4.62, "grad_norm": 0.7839016914367676, "learning_rate": 8.412297734627832e-05, "loss": 3.2371, "step": 86000 }, { "epoch": 4.68, "grad_norm": 0.7079972624778748, "learning_rate": 8.382906737275669e-05, "loss": 3.2293, "step": 87000 }, { "epoch": 4.73, "grad_norm": 0.7379385232925415, "learning_rate": 8.353486319505737e-05, "loss": 3.2315, "step": 88000 }, { "epoch": 4.79, "grad_norm": 0.7435966730117798, "learning_rate": 8.324065901735804e-05, "loss": 3.2285, "step": 89000 }, { "epoch": 4.84, "grad_norm": 0.7578746676445007, "learning_rate": 8.294645483965872e-05, "loss": 3.2233, "step": 90000 }, { "epoch": 4.89, "grad_norm": 0.7228344678878784, "learning_rate": 8.265254486613711e-05, "loss": 3.2261, "step": 91000 }, { "epoch": 4.95, "grad_norm": 0.7377974987030029, "learning_rate": 8.235863489261548e-05, "loss": 3.2283, "step": 92000 }, { "epoch": 5.0, "eval_accuracy": 0.3929738045053096, "eval_loss": 3.478940010070801, "eval_runtime": 154.0106, "eval_samples_per_second": 376.065, "eval_steps_per_second": 5.876, "step": 92975 }, { "epoch": 5.0, "grad_norm": 0.7944506406784058, "learning_rate": 8.206443071491615e-05, "loss": 3.2153, "step": 93000 }, { "epoch": 5.06, "grad_norm": 0.752309262752533, "learning_rate": 8.177022653721683e-05, "loss": 3.16, "step": 94000 }, { "epoch": 5.11, "grad_norm": 0.7849130630493164, "learning_rate": 8.147631656369521e-05, "loss": 3.172, "step": 95000 }, { "epoch": 5.16, "grad_norm": 0.7549823522567749, "learning_rate": 8.118211238599589e-05, "loss": 3.1717, "step": 96000 }, { "epoch": 5.22, "grad_norm": 0.761482834815979, "learning_rate": 8.088790820829656e-05, "loss": 3.1693, "step": 97000 }, { "epoch": 5.27, "grad_norm": 0.7370353937149048, "learning_rate": 8.059399823477494e-05, "loss": 3.1749, "step": 98000 }, { "epoch": 5.32, "grad_norm": 0.7203201651573181, "learning_rate": 8.029979405707561e-05, "loss": 3.1721, "step": 99000 }, { "epoch": 5.38, "grad_norm": 0.7289775609970093, "learning_rate": 8.0005884083554e-05, "loss": 3.1809, "step": 100000 }, { "epoch": 5.43, "grad_norm": 0.7284764051437378, "learning_rate": 7.971167990585466e-05, "loss": 3.1722, "step": 101000 }, { "epoch": 5.49, "grad_norm": 0.7419421672821045, "learning_rate": 7.941747572815534e-05, "loss": 3.178, "step": 102000 }, { "epoch": 5.54, "grad_norm": 0.7295576930046082, "learning_rate": 7.912356575463373e-05, "loss": 3.1777, "step": 103000 }, { "epoch": 5.59, "grad_norm": 0.7482835054397583, "learning_rate": 7.88293615769344e-05, "loss": 3.178, "step": 104000 }, { "epoch": 5.65, "grad_norm": 0.778439998626709, "learning_rate": 7.853515739923508e-05, "loss": 3.1735, "step": 105000 }, { "epoch": 5.7, "grad_norm": 0.7204304337501526, "learning_rate": 7.824124742571345e-05, "loss": 3.1719, "step": 106000 }, { "epoch": 5.75, "grad_norm": 0.7353498339653015, "learning_rate": 7.794704324801413e-05, "loss": 3.1761, "step": 107000 }, { "epoch": 5.81, "grad_norm": 0.7248005867004395, "learning_rate": 7.76528390703148e-05, "loss": 3.1752, "step": 108000 }, { "epoch": 5.86, "grad_norm": 0.7356109619140625, "learning_rate": 7.735863489261548e-05, "loss": 3.1754, "step": 109000 }, { "epoch": 5.92, "grad_norm": 0.708113968372345, "learning_rate": 7.706472491909386e-05, "loss": 3.1744, "step": 110000 }, { "epoch": 5.97, "grad_norm": 0.7147455215454102, "learning_rate": 7.677052074139453e-05, "loss": 3.1673, "step": 111000 }, { "epoch": 6.0, "eval_accuracy": 0.3961948483989776, "eval_loss": 3.4379465579986572, "eval_runtime": 153.8126, "eval_samples_per_second": 376.549, "eval_steps_per_second": 5.884, "step": 111570 }, { "epoch": 6.02, "grad_norm": 0.7331594824790955, "learning_rate": 7.64766107678729e-05, "loss": 3.1401, "step": 112000 }, { "epoch": 6.08, "grad_norm": 0.7715177536010742, "learning_rate": 7.618240659017358e-05, "loss": 3.1162, "step": 113000 }, { "epoch": 6.13, "grad_norm": 0.7466005682945251, "learning_rate": 7.588820241247426e-05, "loss": 3.1136, "step": 114000 }, { "epoch": 6.18, "grad_norm": 0.734748899936676, "learning_rate": 7.559399823477493e-05, "loss": 3.1227, "step": 115000 }, { "epoch": 6.24, "grad_norm": 0.7688254714012146, "learning_rate": 7.530008826125331e-05, "loss": 3.1252, "step": 116000 }, { "epoch": 6.29, "grad_norm": 0.7620559930801392, "learning_rate": 7.5005884083554e-05, "loss": 3.1243, "step": 117000 }, { "epoch": 6.35, "grad_norm": 0.7437037825584412, "learning_rate": 7.471167990585468e-05, "loss": 3.1286, "step": 118000 }, { "epoch": 6.4, "grad_norm": 0.7445530295372009, "learning_rate": 7.441747572815534e-05, "loss": 3.1279, "step": 119000 }, { "epoch": 6.45, "grad_norm": 0.7443315386772156, "learning_rate": 7.412356575463371e-05, "loss": 3.1314, "step": 120000 }, { "epoch": 6.51, "grad_norm": 0.7500354647636414, "learning_rate": 7.38293615769344e-05, "loss": 3.1288, "step": 121000 }, { "epoch": 6.56, "grad_norm": 0.7664729952812195, "learning_rate": 7.353545160341278e-05, "loss": 3.1307, "step": 122000 }, { "epoch": 6.61, "grad_norm": 0.7711361646652222, "learning_rate": 7.324154162989115e-05, "loss": 3.132, "step": 123000 }, { "epoch": 6.67, "grad_norm": 0.7488456964492798, "learning_rate": 7.294733745219182e-05, "loss": 3.1303, "step": 124000 }, { "epoch": 6.72, "grad_norm": 0.7189005017280579, "learning_rate": 7.26531332744925e-05, "loss": 3.1285, "step": 125000 }, { "epoch": 6.78, "grad_norm": 0.7578772902488708, "learning_rate": 7.235922330097088e-05, "loss": 3.1281, "step": 126000 }, { "epoch": 6.83, "grad_norm": 0.7351284027099609, "learning_rate": 7.206501912327155e-05, "loss": 3.1305, "step": 127000 }, { "epoch": 6.88, "grad_norm": 0.7461217641830444, "learning_rate": 7.177081494557223e-05, "loss": 3.1327, "step": 128000 }, { "epoch": 6.94, "grad_norm": 0.7394551038742065, "learning_rate": 7.14769049720506e-05, "loss": 3.133, "step": 129000 }, { "epoch": 6.99, "grad_norm": 0.7317260503768921, "learning_rate": 7.118270079435128e-05, "loss": 3.127, "step": 130000 }, { "epoch": 7.0, "eval_accuracy": 0.39883100527338866, "eval_loss": 3.41751766204834, "eval_runtime": 153.2748, "eval_samples_per_second": 377.87, "eval_steps_per_second": 5.904, "step": 130165 }, { "epoch": 7.04, "grad_norm": 0.7801479697227478, "learning_rate": 7.088879082082967e-05, "loss": 3.0813, "step": 131000 }, { "epoch": 7.1, "grad_norm": 0.7538677453994751, "learning_rate": 7.059458664313034e-05, "loss": 3.077, "step": 132000 }, { "epoch": 7.15, "grad_norm": 0.7728538513183594, "learning_rate": 7.030038246543102e-05, "loss": 3.0807, "step": 133000 }, { "epoch": 7.21, "grad_norm": 0.7852578163146973, "learning_rate": 7.00061782877317e-05, "loss": 3.0811, "step": 134000 }, { "epoch": 7.26, "grad_norm": 0.7735338807106018, "learning_rate": 6.971226831421006e-05, "loss": 3.0861, "step": 135000 }, { "epoch": 7.31, "grad_norm": 0.7543830871582031, "learning_rate": 6.941835834068844e-05, "loss": 3.0846, "step": 136000 }, { "epoch": 7.37, "grad_norm": 0.7399442195892334, "learning_rate": 6.912415416298912e-05, "loss": 3.0866, "step": 137000 }, { "epoch": 7.42, "grad_norm": 0.7640860676765442, "learning_rate": 6.88299499852898e-05, "loss": 3.0893, "step": 138000 }, { "epoch": 7.48, "grad_norm": 0.7997984886169434, "learning_rate": 6.853574580759047e-05, "loss": 3.0909, "step": 139000 }, { "epoch": 7.53, "grad_norm": 0.7792380452156067, "learning_rate": 6.824183583406884e-05, "loss": 3.0939, "step": 140000 }, { "epoch": 7.58, "grad_norm": 0.7403313517570496, "learning_rate": 6.794763165636952e-05, "loss": 3.0906, "step": 141000 }, { "epoch": 7.64, "grad_norm": 0.7356191873550415, "learning_rate": 6.765342747867019e-05, "loss": 3.0909, "step": 142000 }, { "epoch": 7.69, "grad_norm": 0.7950366735458374, "learning_rate": 6.735951750514857e-05, "loss": 3.0965, "step": 143000 }, { "epoch": 7.74, "grad_norm": 0.7580872774124146, "learning_rate": 6.706531332744925e-05, "loss": 3.0922, "step": 144000 }, { "epoch": 7.8, "grad_norm": 0.7285676002502441, "learning_rate": 6.677140335392763e-05, "loss": 3.0952, "step": 145000 }, { "epoch": 7.85, "grad_norm": 0.730719268321991, "learning_rate": 6.64771991762283e-05, "loss": 3.0943, "step": 146000 }, { "epoch": 7.91, "grad_norm": 0.7722078561782837, "learning_rate": 6.618299499852897e-05, "loss": 3.0957, "step": 147000 }, { "epoch": 7.96, "grad_norm": 0.7444345951080322, "learning_rate": 6.588879082082966e-05, "loss": 3.0935, "step": 148000 }, { "epoch": 8.0, "eval_accuracy": 0.39977229312392953, "eval_loss": 3.4271562099456787, "eval_runtime": 154.0268, "eval_samples_per_second": 376.025, "eval_steps_per_second": 5.876, "step": 148760 }, { "epoch": 8.01, "grad_norm": 0.7648381590843201, "learning_rate": 6.559488084730804e-05, "loss": 3.0798, "step": 149000 }, { "epoch": 8.07, "grad_norm": 0.746784508228302, "learning_rate": 6.530067666960871e-05, "loss": 3.0327, "step": 150000 }, { "epoch": 8.12, "grad_norm": 0.7783890962600708, "learning_rate": 6.500647249190939e-05, "loss": 3.0398, "step": 151000 }, { "epoch": 8.17, "grad_norm": 0.7425867915153503, "learning_rate": 6.471226831421007e-05, "loss": 3.0455, "step": 152000 }, { "epoch": 8.23, "grad_norm": 0.7634230852127075, "learning_rate": 6.441835834068844e-05, "loss": 3.0529, "step": 153000 }, { "epoch": 8.28, "grad_norm": 0.747742235660553, "learning_rate": 6.412415416298911e-05, "loss": 3.0487, "step": 154000 }, { "epoch": 8.34, "grad_norm": 0.7804195284843445, "learning_rate": 6.383024418946749e-05, "loss": 3.0545, "step": 155000 }, { "epoch": 8.39, "grad_norm": 0.7713324427604675, "learning_rate": 6.353604001176817e-05, "loss": 3.06, "step": 156000 }, { "epoch": 8.44, "grad_norm": 0.7601629495620728, "learning_rate": 6.324183583406885e-05, "loss": 3.0537, "step": 157000 }, { "epoch": 8.5, "grad_norm": 0.7745895385742188, "learning_rate": 6.294792586054723e-05, "loss": 3.0605, "step": 158000 }, { "epoch": 8.55, "grad_norm": 0.7613347172737122, "learning_rate": 6.265372168284789e-05, "loss": 3.0573, "step": 159000 }, { "epoch": 8.6, "grad_norm": 0.7753309607505798, "learning_rate": 6.235981170932628e-05, "loss": 3.0627, "step": 160000 }, { "epoch": 8.66, "grad_norm": 0.7721776962280273, "learning_rate": 6.206560753162696e-05, "loss": 3.0612, "step": 161000 }, { "epoch": 8.71, "grad_norm": 0.8062002062797546, "learning_rate": 6.177140335392763e-05, "loss": 3.0622, "step": 162000 }, { "epoch": 8.77, "grad_norm": 0.7599053978919983, "learning_rate": 6.147719917622831e-05, "loss": 3.061, "step": 163000 }, { "epoch": 8.82, "grad_norm": 0.7855945229530334, "learning_rate": 6.118328920270668e-05, "loss": 3.0638, "step": 164000 }, { "epoch": 8.87, "grad_norm": 0.7659214735031128, "learning_rate": 6.088908502500735e-05, "loss": 3.0637, "step": 165000 }, { "epoch": 8.93, "grad_norm": 0.7432619333267212, "learning_rate": 6.059517505148573e-05, "loss": 3.0661, "step": 166000 }, { "epoch": 8.98, "grad_norm": 0.7428516745567322, "learning_rate": 6.030097087378641e-05, "loss": 3.0679, "step": 167000 }, { "epoch": 9.0, "eval_accuracy": 0.4010507677364335, "eval_loss": 3.4149951934814453, "eval_runtime": 153.7947, "eval_samples_per_second": 376.593, "eval_steps_per_second": 5.884, "step": 167355 }, { "epoch": 9.03, "grad_norm": 0.7959059476852417, "learning_rate": 6.000676669608709e-05, "loss": 3.0238, "step": 168000 }, { "epoch": 9.09, "grad_norm": 0.7902527451515198, "learning_rate": 5.971256251838776e-05, "loss": 3.007, "step": 169000 }, { "epoch": 9.14, "grad_norm": 0.7812909483909607, "learning_rate": 5.941865254486614e-05, "loss": 3.0162, "step": 170000 }, { "epoch": 9.2, "grad_norm": 0.7669194936752319, "learning_rate": 5.9124742571344514e-05, "loss": 3.0162, "step": 171000 }, { "epoch": 9.25, "grad_norm": 0.7774065136909485, "learning_rate": 5.8830538393645195e-05, "loss": 3.0219, "step": 172000 }, { "epoch": 9.3, "grad_norm": 0.7773292064666748, "learning_rate": 5.853662842012357e-05, "loss": 3.0238, "step": 173000 }, { "epoch": 9.36, "grad_norm": 0.7975197434425354, "learning_rate": 5.824242424242424e-05, "loss": 3.0246, "step": 174000 }, { "epoch": 9.41, "grad_norm": 0.7579612731933594, "learning_rate": 5.794822006472492e-05, "loss": 3.0259, "step": 175000 }, { "epoch": 9.46, "grad_norm": 0.7753346562385559, "learning_rate": 5.76540158870256e-05, "loss": 3.0287, "step": 176000 }, { "epoch": 9.52, "grad_norm": 0.7583608031272888, "learning_rate": 5.7360105913503966e-05, "loss": 3.0281, "step": 177000 }, { "epoch": 9.57, "grad_norm": 0.7782021760940552, "learning_rate": 5.706590173580465e-05, "loss": 3.0298, "step": 178000 }, { "epoch": 9.63, "grad_norm": 0.7898275852203369, "learning_rate": 5.677169755810533e-05, "loss": 3.0384, "step": 179000 }, { "epoch": 9.68, "grad_norm": 0.7844170928001404, "learning_rate": 5.6477787584583706e-05, "loss": 3.0341, "step": 180000 }, { "epoch": 9.73, "grad_norm": 0.7562811374664307, "learning_rate": 5.618387761106208e-05, "loss": 3.0346, "step": 181000 }, { "epoch": 9.79, "grad_norm": 0.7964505553245544, "learning_rate": 5.588967343336276e-05, "loss": 3.0364, "step": 182000 }, { "epoch": 9.84, "grad_norm": 0.7780364751815796, "learning_rate": 5.5595763459841135e-05, "loss": 3.0376, "step": 183000 }, { "epoch": 9.9, "grad_norm": 0.7689926028251648, "learning_rate": 5.530155928214181e-05, "loss": 3.0343, "step": 184000 }, { "epoch": 9.95, "grad_norm": 0.7878050804138184, "learning_rate": 5.5007355104442484e-05, "loss": 3.0402, "step": 185000 }, { "epoch": 10.0, "eval_accuracy": 0.4023324670878444, "eval_loss": 3.414785146713257, "eval_runtime": 153.4202, "eval_samples_per_second": 377.512, "eval_steps_per_second": 5.899, "step": 185950 }, { "epoch": 10.0, "grad_norm": 0.7869421243667603, "learning_rate": 5.471344513092086e-05, "loss": 3.0355, "step": 186000 }, { "epoch": 10.06, "grad_norm": 0.7897782325744629, "learning_rate": 5.441924095322154e-05, "loss": 2.9791, "step": 187000 }, { "epoch": 10.11, "grad_norm": 0.810604989528656, "learning_rate": 5.412503677552222e-05, "loss": 2.9856, "step": 188000 }, { "epoch": 10.16, "grad_norm": 0.802144467830658, "learning_rate": 5.383112680200059e-05, "loss": 2.9921, "step": 189000 }, { "epoch": 10.22, "grad_norm": 0.8142128586769104, "learning_rate": 5.353692262430127e-05, "loss": 2.9952, "step": 190000 }, { "epoch": 10.27, "grad_norm": 0.792819082736969, "learning_rate": 5.3243012650779646e-05, "loss": 2.9997, "step": 191000 }, { "epoch": 10.33, "grad_norm": 0.7813856601715088, "learning_rate": 5.294880847308033e-05, "loss": 3.0017, "step": 192000 }, { "epoch": 10.38, "grad_norm": 0.8088542222976685, "learning_rate": 5.2654604295380995e-05, "loss": 3.0005, "step": 193000 }, { "epoch": 10.43, "grad_norm": 0.7641571164131165, "learning_rate": 5.2360400117681677e-05, "loss": 3.0007, "step": 194000 }, { "epoch": 10.49, "grad_norm": 0.7936010956764221, "learning_rate": 5.2066490144160054e-05, "loss": 3.0038, "step": 195000 }, { "epoch": 10.54, "grad_norm": 0.8503419756889343, "learning_rate": 5.177258017063843e-05, "loss": 3.0049, "step": 196000 }, { "epoch": 10.59, "grad_norm": 0.7761277556419373, "learning_rate": 5.14783759929391e-05, "loss": 3.0079, "step": 197000 }, { "epoch": 10.65, "grad_norm": 0.7853693962097168, "learning_rate": 5.118417181523978e-05, "loss": 3.0091, "step": 198000 }, { "epoch": 10.7, "grad_norm": 0.7898029685020447, "learning_rate": 5.089026184171816e-05, "loss": 3.0047, "step": 199000 }, { "epoch": 10.76, "grad_norm": 0.7760916948318481, "learning_rate": 5.0596351868196535e-05, "loss": 3.01, "step": 200000 }, { "epoch": 10.81, "grad_norm": 0.8151899576187134, "learning_rate": 5.03021476904972e-05, "loss": 3.0079, "step": 201000 }, { "epoch": 10.86, "grad_norm": 0.837149977684021, "learning_rate": 5.0007943512797884e-05, "loss": 3.0115, "step": 202000 }, { "epoch": 10.92, "grad_norm": 0.7857736945152283, "learning_rate": 4.971373933509856e-05, "loss": 3.0123, "step": 203000 }, { "epoch": 10.97, "grad_norm": 0.7611953020095825, "learning_rate": 4.9419829361576935e-05, "loss": 3.0082, "step": 204000 }, { "epoch": 11.0, "eval_accuracy": 0.4029490640396869, "eval_loss": 3.4169130325317383, "eval_runtime": 153.2931, "eval_samples_per_second": 377.825, "eval_steps_per_second": 5.904, "step": 204545 }, { "epoch": 11.02, "grad_norm": 0.816586971282959, "learning_rate": 4.9125625183877617e-05, "loss": 2.9829, "step": 205000 }, { "epoch": 11.08, "grad_norm": 0.7916204929351807, "learning_rate": 4.883171521035599e-05, "loss": 2.9574, "step": 206000 }, { "epoch": 11.13, "grad_norm": 0.8013209104537964, "learning_rate": 4.853751103265667e-05, "loss": 2.9652, "step": 207000 }, { "epoch": 11.19, "grad_norm": 0.7968335747718811, "learning_rate": 4.824330685495734e-05, "loss": 2.9686, "step": 208000 }, { "epoch": 11.24, "grad_norm": 0.8586769104003906, "learning_rate": 4.794910267725802e-05, "loss": 2.9722, "step": 209000 }, { "epoch": 11.29, "grad_norm": 0.8471382260322571, "learning_rate": 4.7655192703736395e-05, "loss": 2.9747, "step": 210000 }, { "epoch": 11.35, "grad_norm": 0.8427879810333252, "learning_rate": 4.736098852603707e-05, "loss": 2.9741, "step": 211000 }, { "epoch": 11.4, "grad_norm": 0.8404529094696045, "learning_rate": 4.706678434833775e-05, "loss": 2.9773, "step": 212000 }, { "epoch": 11.45, "grad_norm": 0.8058509826660156, "learning_rate": 4.677287437481612e-05, "loss": 2.9749, "step": 213000 }, { "epoch": 11.51, "grad_norm": 0.8321877717971802, "learning_rate": 4.64786701971168e-05, "loss": 2.9794, "step": 214000 }, { "epoch": 11.56, "grad_norm": 0.8273854851722717, "learning_rate": 4.618476022359517e-05, "loss": 2.9855, "step": 215000 }, { "epoch": 11.62, "grad_norm": 0.8307694792747498, "learning_rate": 4.589085025007355e-05, "loss": 2.9862, "step": 216000 }, { "epoch": 11.67, "grad_norm": 0.8184703588485718, "learning_rate": 4.559694027655193e-05, "loss": 2.9836, "step": 217000 }, { "epoch": 11.72, "grad_norm": 0.7970172762870789, "learning_rate": 4.530273609885261e-05, "loss": 2.9843, "step": 218000 }, { "epoch": 11.78, "grad_norm": 0.8030002117156982, "learning_rate": 4.500853192115328e-05, "loss": 2.9891, "step": 219000 }, { "epoch": 11.83, "grad_norm": 0.795408308506012, "learning_rate": 4.471432774345396e-05, "loss": 2.987, "step": 220000 }, { "epoch": 11.88, "grad_norm": 0.8084612488746643, "learning_rate": 4.4420417769932335e-05, "loss": 2.9898, "step": 221000 }, { "epoch": 11.94, "grad_norm": 0.8061679005622864, "learning_rate": 4.412650779641071e-05, "loss": 2.9941, "step": 222000 }, { "epoch": 11.99, "grad_norm": 0.8087071776390076, "learning_rate": 4.383230361871139e-05, "loss": 2.988, "step": 223000 }, { "epoch": 12.0, "eval_accuracy": 0.4035294498608861, "eval_loss": 3.412954568862915, "eval_runtime": 153.0197, "eval_samples_per_second": 378.5, "eval_steps_per_second": 5.914, "step": 223140 }, { "epoch": 12.05, "grad_norm": 0.850972056388855, "learning_rate": 4.353809944101207e-05, "loss": 2.9439, "step": 224000 }, { "epoch": 12.1, "grad_norm": 0.8421295285224915, "learning_rate": 4.324389526331274e-05, "loss": 2.9402, "step": 225000 }, { "epoch": 12.15, "grad_norm": 0.8112582564353943, "learning_rate": 4.294998528979112e-05, "loss": 2.9473, "step": 226000 }, { "epoch": 12.21, "grad_norm": 0.8302417397499084, "learning_rate": 4.2655781112091794e-05, "loss": 2.9491, "step": 227000 }, { "epoch": 12.26, "grad_norm": 0.8474385738372803, "learning_rate": 4.2361576934392475e-05, "loss": 2.9484, "step": 228000 }, { "epoch": 12.32, "grad_norm": 0.8351003527641296, "learning_rate": 4.206737275669315e-05, "loss": 2.9529, "step": 229000 }, { "epoch": 12.37, "grad_norm": 0.85118168592453, "learning_rate": 4.177346278317153e-05, "loss": 2.9562, "step": 230000 }, { "epoch": 12.42, "grad_norm": 0.8224354982376099, "learning_rate": 4.14792586054722e-05, "loss": 2.9539, "step": 231000 }, { "epoch": 12.48, "grad_norm": 0.8389358520507812, "learning_rate": 4.1185054427772876e-05, "loss": 2.9581, "step": 232000 }, { "epoch": 12.53, "grad_norm": 0.8302854895591736, "learning_rate": 4.089114445425125e-05, "loss": 2.9604, "step": 233000 }, { "epoch": 12.58, "grad_norm": 0.8315780758857727, "learning_rate": 4.0596940276551934e-05, "loss": 2.9655, "step": 234000 }, { "epoch": 12.64, "grad_norm": 0.8219565749168396, "learning_rate": 4.030273609885261e-05, "loss": 2.9651, "step": 235000 }, { "epoch": 12.69, "grad_norm": 0.8112459778785706, "learning_rate": 4.0008826125330986e-05, "loss": 2.9647, "step": 236000 }, { "epoch": 12.75, "grad_norm": 0.8309066295623779, "learning_rate": 3.9714916151809357e-05, "loss": 2.9637, "step": 237000 }, { "epoch": 12.8, "grad_norm": 0.818537175655365, "learning_rate": 3.942071197411004e-05, "loss": 2.9648, "step": 238000 }, { "epoch": 12.85, "grad_norm": 0.829467236995697, "learning_rate": 3.912650779641071e-05, "loss": 2.9676, "step": 239000 }, { "epoch": 12.91, "grad_norm": 0.8041892647743225, "learning_rate": 3.883230361871139e-05, "loss": 2.9631, "step": 240000 }, { "epoch": 12.96, "grad_norm": 0.8085007667541504, "learning_rate": 3.8538393645189764e-05, "loss": 2.967, "step": 241000 }, { "epoch": 13.0, "eval_accuracy": 0.40449210160668586, "eval_loss": 3.3969216346740723, "eval_runtime": 154.1242, "eval_samples_per_second": 375.788, "eval_steps_per_second": 5.872, "step": 241735 }, { "epoch": 13.01, "grad_norm": 0.8514643311500549, "learning_rate": 3.824418946749044e-05, "loss": 2.9558, "step": 242000 }, { "epoch": 13.07, "grad_norm": 0.8870530724525452, "learning_rate": 3.794998528979112e-05, "loss": 2.9199, "step": 243000 }, { "epoch": 13.12, "grad_norm": 0.8721070885658264, "learning_rate": 3.765607531626949e-05, "loss": 2.9276, "step": 244000 }, { "epoch": 13.18, "grad_norm": 0.8669698238372803, "learning_rate": 3.736187113857017e-05, "loss": 2.9317, "step": 245000 }, { "epoch": 13.23, "grad_norm": 0.8661383390426636, "learning_rate": 3.7067666960870846e-05, "loss": 2.9308, "step": 246000 }, { "epoch": 13.28, "grad_norm": 0.860162079334259, "learning_rate": 3.677346278317153e-05, "loss": 2.9322, "step": 247000 }, { "epoch": 13.34, "grad_norm": 0.8323468565940857, "learning_rate": 3.64795528096499e-05, "loss": 2.9336, "step": 248000 }, { "epoch": 13.39, "grad_norm": 0.8697391748428345, "learning_rate": 3.6185642836128275e-05, "loss": 2.9342, "step": 249000 }, { "epoch": 13.44, "grad_norm": 0.8538952469825745, "learning_rate": 3.589143865842895e-05, "loss": 2.9373, "step": 250000 }, { "epoch": 13.5, "grad_norm": 0.848420262336731, "learning_rate": 3.559723448072963e-05, "loss": 2.9357, "step": 251000 }, { "epoch": 13.55, "grad_norm": 0.8527274131774902, "learning_rate": 3.5303324507208e-05, "loss": 2.9394, "step": 252000 }, { "epoch": 13.61, "grad_norm": 0.8854946494102478, "learning_rate": 3.500912032950868e-05, "loss": 2.9423, "step": 253000 }, { "epoch": 13.66, "grad_norm": 0.8356419801712036, "learning_rate": 3.471491615180936e-05, "loss": 2.9412, "step": 254000 }, { "epoch": 13.71, "grad_norm": 0.8529571890830994, "learning_rate": 3.442071197411003e-05, "loss": 2.9442, "step": 255000 }, { "epoch": 13.77, "grad_norm": 0.8669166564941406, "learning_rate": 3.412650779641071e-05, "loss": 2.945, "step": 256000 }, { "epoch": 13.82, "grad_norm": 0.8501659035682678, "learning_rate": 3.3832892027066786e-05, "loss": 2.9491, "step": 257000 }, { "epoch": 13.87, "grad_norm": 0.8519834876060486, "learning_rate": 3.353868784936746e-05, "loss": 2.946, "step": 258000 }, { "epoch": 13.93, "grad_norm": 0.8449692130088806, "learning_rate": 3.324477787584584e-05, "loss": 2.9439, "step": 259000 }, { "epoch": 13.98, "grad_norm": 0.8286080360412598, "learning_rate": 3.2950867902324215e-05, "loss": 2.9457, "step": 260000 }, { "epoch": 14.0, "eval_accuracy": 0.4048622747603851, "eval_loss": 3.4079537391662598, "eval_runtime": 153.3879, "eval_samples_per_second": 377.592, "eval_steps_per_second": 5.9, "step": 260330 }, { "epoch": 14.04, "grad_norm": 0.8589282631874084, "learning_rate": 3.265666372462489e-05, "loss": 2.918, "step": 261000 }, { "epoch": 14.09, "grad_norm": 0.8760070204734802, "learning_rate": 3.2362459546925564e-05, "loss": 2.9044, "step": 262000 }, { "epoch": 14.14, "grad_norm": 0.883084237575531, "learning_rate": 3.2068255369226245e-05, "loss": 2.9054, "step": 263000 }, { "epoch": 14.2, "grad_norm": 0.8560861349105835, "learning_rate": 3.177405119152692e-05, "loss": 2.9076, "step": 264000 }, { "epoch": 14.25, "grad_norm": 0.9030760526657104, "learning_rate": 3.1479847013827594e-05, "loss": 2.9111, "step": 265000 }, { "epoch": 14.3, "grad_norm": 0.8720868229866028, "learning_rate": 3.118593704030597e-05, "loss": 2.9138, "step": 266000 }, { "epoch": 14.36, "grad_norm": 0.8849419951438904, "learning_rate": 3.089202706678435e-05, "loss": 2.9211, "step": 267000 }, { "epoch": 14.41, "grad_norm": 0.8608791828155518, "learning_rate": 3.059782288908502e-05, "loss": 2.9176, "step": 268000 }, { "epoch": 14.47, "grad_norm": 0.868854284286499, "learning_rate": 3.03036187113857e-05, "loss": 2.9216, "step": 269000 }, { "epoch": 14.52, "grad_norm": 0.8694607615470886, "learning_rate": 3.0009414533686382e-05, "loss": 2.9244, "step": 270000 }, { "epoch": 14.57, "grad_norm": 0.8707175254821777, "learning_rate": 2.9715504560164753e-05, "loss": 2.9216, "step": 271000 }, { "epoch": 14.63, "grad_norm": 0.907792329788208, "learning_rate": 2.9421300382465434e-05, "loss": 2.927, "step": 272000 }, { "epoch": 14.68, "grad_norm": 0.8800376057624817, "learning_rate": 2.912739040894381e-05, "loss": 2.9259, "step": 273000 }, { "epoch": 14.74, "grad_norm": 0.8789490461349487, "learning_rate": 2.8833186231244486e-05, "loss": 2.9261, "step": 274000 }, { "epoch": 14.79, "grad_norm": 0.8529285192489624, "learning_rate": 2.8539276257722863e-05, "loss": 2.9234, "step": 275000 }, { "epoch": 14.84, "grad_norm": 0.8620697855949402, "learning_rate": 2.8245072080023538e-05, "loss": 2.9255, "step": 276000 }, { "epoch": 14.9, "grad_norm": 0.8713541626930237, "learning_rate": 2.7950867902324212e-05, "loss": 2.9287, "step": 277000 }, { "epoch": 14.95, "grad_norm": 0.8321398496627808, "learning_rate": 2.765695792880259e-05, "loss": 2.9268, "step": 278000 }, { "epoch": 15.0, "eval_accuracy": 0.40448188993348033, "eval_loss": 3.4128763675689697, "eval_runtime": 153.2847, "eval_samples_per_second": 377.846, "eval_steps_per_second": 5.904, "step": 278925 }, { "epoch": 15.0, "grad_norm": 0.8870017528533936, "learning_rate": 2.7363047955280967e-05, "loss": 2.9236, "step": 279000 }, { "epoch": 15.06, "grad_norm": 0.902341902256012, "learning_rate": 2.706884377758164e-05, "loss": 2.8917, "step": 280000 }, { "epoch": 15.11, "grad_norm": 0.8734650015830994, "learning_rate": 2.677463959988232e-05, "loss": 2.8882, "step": 281000 }, { "epoch": 15.17, "grad_norm": 0.8736613392829895, "learning_rate": 2.6480435422182997e-05, "loss": 2.895, "step": 282000 }, { "epoch": 15.22, "grad_norm": 0.8876488208770752, "learning_rate": 2.618652544866137e-05, "loss": 2.8917, "step": 283000 }, { "epoch": 15.27, "grad_norm": 0.9243654012680054, "learning_rate": 2.589232127096205e-05, "loss": 2.8952, "step": 284000 }, { "epoch": 15.33, "grad_norm": 0.8820899724960327, "learning_rate": 2.5598117093262723e-05, "loss": 2.8973, "step": 285000 }, { "epoch": 15.38, "grad_norm": 0.9063917398452759, "learning_rate": 2.5304207119741104e-05, "loss": 2.8972, "step": 286000 }, { "epoch": 15.43, "grad_norm": 0.9035106301307678, "learning_rate": 2.501000294204178e-05, "loss": 2.9064, "step": 287000 }, { "epoch": 15.49, "grad_norm": 0.8639585971832275, "learning_rate": 2.4716092968520156e-05, "loss": 2.9013, "step": 288000 }, { "epoch": 15.54, "grad_norm": 0.8969417810440063, "learning_rate": 2.4421888790820833e-05, "loss": 2.9056, "step": 289000 }, { "epoch": 15.6, "grad_norm": 0.8919821977615356, "learning_rate": 2.4127684613121508e-05, "loss": 2.9073, "step": 290000 }, { "epoch": 15.65, "grad_norm": 0.8989285230636597, "learning_rate": 2.3833774639599885e-05, "loss": 2.9062, "step": 291000 }, { "epoch": 15.7, "grad_norm": 0.8888868689537048, "learning_rate": 2.353986466607826e-05, "loss": 2.9088, "step": 292000 }, { "epoch": 15.76, "grad_norm": 0.9275554418563843, "learning_rate": 2.3245660488378937e-05, "loss": 2.9069, "step": 293000 }, { "epoch": 15.81, "grad_norm": 0.8558235168457031, "learning_rate": 2.295145631067961e-05, "loss": 2.9037, "step": 294000 }, { "epoch": 15.86, "grad_norm": 0.8763130307197571, "learning_rate": 2.265725213298029e-05, "loss": 2.9064, "step": 295000 }, { "epoch": 15.92, "grad_norm": 0.8805882334709167, "learning_rate": 2.2363342159458667e-05, "loss": 2.9079, "step": 296000 }, { "epoch": 15.97, "grad_norm": 0.9118674993515015, "learning_rate": 2.206943218593704e-05, "loss": 2.911, "step": 297000 }, { "epoch": 16.0, "eval_accuracy": 0.4047090324802421, "eval_loss": 3.41589617729187, "eval_runtime": 153.0438, "eval_samples_per_second": 378.441, "eval_steps_per_second": 5.913, "step": 297520 }, { "epoch": 16.03, "grad_norm": 0.9044952392578125, "learning_rate": 2.177522800823772e-05, "loss": 2.8973, "step": 298000 }, { "epoch": 16.08, "grad_norm": 0.8891879320144653, "learning_rate": 2.1481023830538393e-05, "loss": 2.8726, "step": 299000 }, { "epoch": 16.13, "grad_norm": 0.9434779286384583, "learning_rate": 2.118681965283907e-05, "loss": 2.8738, "step": 300000 }, { "epoch": 16.19, "grad_norm": 0.9484353065490723, "learning_rate": 2.0892909679317445e-05, "loss": 2.8755, "step": 301000 }, { "epoch": 16.24, "grad_norm": 0.9076915979385376, "learning_rate": 2.0598705501618122e-05, "loss": 2.8804, "step": 302000 }, { "epoch": 16.29, "grad_norm": 0.9162052869796753, "learning_rate": 2.03047955280965e-05, "loss": 2.8824, "step": 303000 }, { "epoch": 16.35, "grad_norm": 0.9373551607131958, "learning_rate": 2.0010591350397174e-05, "loss": 2.8834, "step": 304000 }, { "epoch": 16.4, "grad_norm": 0.9191654324531555, "learning_rate": 1.9716387172697852e-05, "loss": 2.8875, "step": 305000 }, { "epoch": 16.46, "grad_norm": 0.9333674907684326, "learning_rate": 1.942218299499853e-05, "loss": 2.8867, "step": 306000 }, { "epoch": 16.51, "grad_norm": 0.9224890470504761, "learning_rate": 1.9128273021476907e-05, "loss": 2.886, "step": 307000 }, { "epoch": 16.56, "grad_norm": 0.9154072403907776, "learning_rate": 1.8834068843777582e-05, "loss": 2.8859, "step": 308000 }, { "epoch": 16.62, "grad_norm": 0.8822410702705383, "learning_rate": 1.854015887025596e-05, "loss": 2.8887, "step": 309000 }, { "epoch": 16.67, "grad_norm": 0.9022771716117859, "learning_rate": 1.8245954692556637e-05, "loss": 2.8884, "step": 310000 }, { "epoch": 16.72, "grad_norm": 0.8923472762107849, "learning_rate": 1.795175051485731e-05, "loss": 2.893, "step": 311000 }, { "epoch": 16.78, "grad_norm": 0.9239156246185303, "learning_rate": 1.765784054133569e-05, "loss": 2.8919, "step": 312000 }, { "epoch": 16.83, "grad_norm": 0.9343294501304626, "learning_rate": 1.7363636363636366e-05, "loss": 2.8876, "step": 313000 }, { "epoch": 16.89, "grad_norm": 0.9064814448356628, "learning_rate": 1.706972639011474e-05, "loss": 2.8913, "step": 314000 }, { "epoch": 16.94, "grad_norm": 0.9277246594429016, "learning_rate": 1.6775522212415418e-05, "loss": 2.8909, "step": 315000 }, { "epoch": 16.99, "grad_norm": 0.9258543848991394, "learning_rate": 1.6481612238893792e-05, "loss": 2.8964, "step": 316000 }, { "epoch": 17.0, "eval_accuracy": 0.40512663616869843, "eval_loss": 3.422145366668701, "eval_runtime": 153.2527, "eval_samples_per_second": 377.925, "eval_steps_per_second": 5.905, "step": 316115 }, { "epoch": 17.05, "grad_norm": 0.9131640195846558, "learning_rate": 1.6187702265372166e-05, "loss": 2.864, "step": 317000 }, { "epoch": 17.1, "grad_norm": 1.1945741176605225, "learning_rate": 1.5893498087672844e-05, "loss": 2.8617, "step": 318000 }, { "epoch": 17.16, "grad_norm": 0.9226692914962769, "learning_rate": 1.5599588114151225e-05, "loss": 2.8644, "step": 319000 }, { "epoch": 17.21, "grad_norm": 0.9040902256965637, "learning_rate": 1.53053839364519e-05, "loss": 2.8643, "step": 320000 }, { "epoch": 17.26, "grad_norm": 0.9265015721321106, "learning_rate": 1.5011179758752575e-05, "loss": 2.8684, "step": 321000 }, { "epoch": 17.32, "grad_norm": 0.940202534198761, "learning_rate": 1.4716975581053253e-05, "loss": 2.8653, "step": 322000 }, { "epoch": 17.37, "grad_norm": 0.9231876730918884, "learning_rate": 1.4423065607531627e-05, "loss": 2.8729, "step": 323000 }, { "epoch": 17.42, "grad_norm": 0.9177024960517883, "learning_rate": 1.4128861429832305e-05, "loss": 2.8688, "step": 324000 }, { "epoch": 17.48, "grad_norm": 0.9014251828193665, "learning_rate": 1.3834657252132983e-05, "loss": 2.8711, "step": 325000 }, { "epoch": 17.53, "grad_norm": 0.9649085402488708, "learning_rate": 1.3540453074433657e-05, "loss": 2.8721, "step": 326000 }, { "epoch": 17.59, "grad_norm": 0.9398193955421448, "learning_rate": 1.3246543100912034e-05, "loss": 2.8725, "step": 327000 }, { "epoch": 17.64, "grad_norm": 0.9121034145355225, "learning_rate": 1.2952338923212709e-05, "loss": 2.8771, "step": 328000 }, { "epoch": 17.69, "grad_norm": 0.8918709754943848, "learning_rate": 1.2658134745513387e-05, "loss": 2.8721, "step": 329000 }, { "epoch": 17.75, "grad_norm": 0.8925199508666992, "learning_rate": 1.2363930567814063e-05, "loss": 2.8722, "step": 330000 }, { "epoch": 17.8, "grad_norm": 0.9330604076385498, "learning_rate": 1.207031479847014e-05, "loss": 2.8763, "step": 331000 }, { "epoch": 17.85, "grad_norm": 0.9173546433448792, "learning_rate": 1.1776110620770816e-05, "loss": 2.8743, "step": 332000 }, { "epoch": 17.91, "grad_norm": 0.9605908393859863, "learning_rate": 1.1481906443071492e-05, "loss": 2.8716, "step": 333000 }, { "epoch": 17.96, "grad_norm": 0.9416488409042358, "learning_rate": 1.1187702265372168e-05, "loss": 2.8758, "step": 334000 }, { "epoch": 18.0, "eval_accuracy": 0.4054102116463327, "eval_loss": 3.428605079650879, "eval_runtime": 153.3009, "eval_samples_per_second": 377.806, "eval_steps_per_second": 5.903, "step": 334710 }, { "epoch": 18.02, "grad_norm": 0.9360882639884949, "learning_rate": 1.0893498087672846e-05, "loss": 2.8649, "step": 335000 }, { "epoch": 18.07, "grad_norm": 0.9502159357070923, "learning_rate": 1.0599588114151222e-05, "loss": 2.8497, "step": 336000 }, { "epoch": 18.12, "grad_norm": 0.9194748997688293, "learning_rate": 1.0305383936451898e-05, "loss": 2.8492, "step": 337000 }, { "epoch": 18.18, "grad_norm": 0.9241055250167847, "learning_rate": 1.0011473962930273e-05, "loss": 2.8539, "step": 338000 }, { "epoch": 18.23, "grad_norm": 0.9047831296920776, "learning_rate": 9.717563989408649e-06, "loss": 2.8555, "step": 339000 }, { "epoch": 18.28, "grad_norm": 0.9505220651626587, "learning_rate": 9.423359811709327e-06, "loss": 2.8542, "step": 340000 }, { "epoch": 18.34, "grad_norm": 0.9681676030158997, "learning_rate": 9.129155634010003e-06, "loss": 2.8526, "step": 341000 }, { "epoch": 18.39, "grad_norm": 0.9679902791976929, "learning_rate": 8.834951456310681e-06, "loss": 2.8543, "step": 342000 }, { "epoch": 18.45, "grad_norm": 0.9757332801818848, "learning_rate": 8.540747278611357e-06, "loss": 2.8569, "step": 343000 }, { "epoch": 18.5, "grad_norm": 0.9353688359260559, "learning_rate": 8.246837305089733e-06, "loss": 2.8563, "step": 344000 }, { "epoch": 18.55, "grad_norm": 0.9887840747833252, "learning_rate": 7.952633127390409e-06, "loss": 2.8577, "step": 345000 }, { "epoch": 18.61, "grad_norm": 0.9348433613777161, "learning_rate": 7.658723153868786e-06, "loss": 2.8606, "step": 346000 }, { "epoch": 18.66, "grad_norm": 0.9570315480232239, "learning_rate": 7.364518976169461e-06, "loss": 2.8603, "step": 347000 }, { "epoch": 18.71, "grad_norm": 0.9226345419883728, "learning_rate": 7.0703147984701384e-06, "loss": 2.8586, "step": 348000 }, { "epoch": 18.77, "grad_norm": 0.9210349321365356, "learning_rate": 6.776110620770815e-06, "loss": 2.8566, "step": 349000 }, { "epoch": 18.82, "grad_norm": 0.9562284350395203, "learning_rate": 6.482200647249191e-06, "loss": 2.8609, "step": 350000 }, { "epoch": 18.88, "grad_norm": 0.9210054874420166, "learning_rate": 6.187996469549868e-06, "loss": 2.8607, "step": 351000 }, { "epoch": 18.93, "grad_norm": 0.9457345008850098, "learning_rate": 5.893792291850544e-06, "loss": 2.8598, "step": 352000 }, { "epoch": 18.98, "grad_norm": 0.9460088610649109, "learning_rate": 5.59988231832892e-06, "loss": 2.858, "step": 353000 }, { "epoch": 19.0, "eval_accuracy": 0.4053840106427133, "eval_loss": 3.426475763320923, "eval_runtime": 153.612, "eval_samples_per_second": 377.041, "eval_steps_per_second": 5.891, "step": 353305 }, { "epoch": 19.04, "grad_norm": 0.9623994827270508, "learning_rate": 5.305678140629597e-06, "loss": 2.8452, "step": 354000 }, { "epoch": 19.09, "grad_norm": 0.9756667613983154, "learning_rate": 5.011473962930274e-06, "loss": 2.842, "step": 355000 }, { "epoch": 19.14, "grad_norm": 0.9565538763999939, "learning_rate": 4.71726978523095e-06, "loss": 2.8394, "step": 356000 }, { "epoch": 19.2, "grad_norm": 0.9308847784996033, "learning_rate": 4.4233598117093264e-06, "loss": 2.8404, "step": 357000 }, { "epoch": 19.25, "grad_norm": 0.9186875224113464, "learning_rate": 4.1291556340100035e-06, "loss": 2.8446, "step": 358000 }, { "epoch": 19.31, "grad_norm": 0.9542786478996277, "learning_rate": 3.83495145631068e-06, "loss": 2.8453, "step": 359000 }, { "epoch": 19.36, "grad_norm": 0.9696632027626038, "learning_rate": 3.5410414827890556e-06, "loss": 2.8454, "step": 360000 }, { "epoch": 19.41, "grad_norm": 0.9518758058547974, "learning_rate": 3.2471315092674317e-06, "loss": 2.8447, "step": 361000 }, { "epoch": 19.47, "grad_norm": 0.9522430896759033, "learning_rate": 2.9529273315681087e-06, "loss": 2.8461, "step": 362000 }, { "epoch": 19.52, "grad_norm": 0.9725024700164795, "learning_rate": 2.6587231538687853e-06, "loss": 2.8434, "step": 363000 }, { "epoch": 19.58, "grad_norm": 0.9441395401954651, "learning_rate": 2.364518976169462e-06, "loss": 2.8441, "step": 364000 }, { "epoch": 19.63, "grad_norm": 0.9425933957099915, "learning_rate": 2.0706090026478374e-06, "loss": 2.8438, "step": 365000 }, { "epoch": 19.68, "grad_norm": 0.9448084831237793, "learning_rate": 1.7764048249485142e-06, "loss": 2.8458, "step": 366000 }, { "epoch": 19.74, "grad_norm": 0.9476189613342285, "learning_rate": 1.4824948514268903e-06, "loss": 2.8462, "step": 367000 }, { "epoch": 19.79, "grad_norm": 0.9310097694396973, "learning_rate": 1.188290673727567e-06, "loss": 2.8437, "step": 368000 }, { "epoch": 19.84, "grad_norm": 0.9563276171684265, "learning_rate": 8.940864960282438e-07, "loss": 2.8462, "step": 369000 }, { "epoch": 19.9, "grad_norm": 0.9808979630470276, "learning_rate": 5.998823183289204e-07, "loss": 2.8412, "step": 370000 }, { "epoch": 19.95, "grad_norm": 0.9566290378570557, "learning_rate": 3.0597234480729626e-07, "loss": 2.8493, "step": 371000 }, { "epoch": 20.0, "eval_accuracy": 0.40547080986496004, "eval_loss": 3.432330846786499, "eval_runtime": 154.1, "eval_samples_per_second": 375.847, "eval_steps_per_second": 5.873, "step": 371900 }, { "epoch": 20.0, "step": 371900, "total_flos": 1.56693365388288e+18, "train_loss": 3.1561156885198893, "train_runtime": 81199.8655, "train_samples_per_second": 146.561, "train_steps_per_second": 4.58 } ], "logging_steps": 1000, "max_steps": 371900, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 5000, "total_flos": 1.56693365388288e+18, "train_batch_size": 32, "trial_name": null, "trial_params": null }