{ "best_metric": null, "best_model_checkpoint": null, "epoch": 2.230549607423269, "global_step": 50000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 2.3999999999999997e-05, "loss": 0.8845, "step": 500 }, { "epoch": 0.04, "learning_rate": 4.7999999999999994e-05, "loss": 0.689, "step": 1000 }, { "epoch": 0.04, "eval_loss": 0.6793121099472046, "eval_runtime": 2.3939, "eval_samples_per_second": 959.513, "eval_steps_per_second": 15.038, "step": 1000 }, { "epoch": 0.07, "learning_rate": 7.199999999999999e-05, "loss": 0.6805, "step": 1500 }, { "epoch": 0.09, "learning_rate": 9.599999999999999e-05, "loss": 0.6802, "step": 2000 }, { "epoch": 0.09, "eval_loss": 0.6786620616912842, "eval_runtime": 2.1637, "eval_samples_per_second": 1061.605, "eval_steps_per_second": 16.638, "step": 2000 }, { "epoch": 0.11, "learning_rate": 0.00011999999999999999, "loss": 0.6799, "step": 2500 }, { "epoch": 0.13, "learning_rate": 0.00014399999999999998, "loss": 0.6795, "step": 3000 }, { "epoch": 0.13, "eval_loss": 0.6788004040718079, "eval_runtime": 2.1379, "eval_samples_per_second": 1074.407, "eval_steps_per_second": 16.839, "step": 3000 }, { "epoch": 0.16, "learning_rate": 0.000168, "loss": 0.6791, "step": 3500 }, { "epoch": 0.18, "learning_rate": 0.00019199999999999998, "loss": 0.679, "step": 4000 }, { "epoch": 0.18, "eval_loss": 0.6781774163246155, "eval_runtime": 2.1652, "eval_samples_per_second": 1060.868, "eval_steps_per_second": 16.627, "step": 4000 }, { "epoch": 0.2, "learning_rate": 0.00021599999999999996, "loss": 0.6788, "step": 4500 }, { "epoch": 0.22, "learning_rate": 0.00023999999999999998, "loss": 0.6787, "step": 5000 }, { "epoch": 0.22, "eval_loss": 0.6782493591308594, "eval_runtime": 2.1305, "eval_samples_per_second": 1078.133, "eval_steps_per_second": 16.897, "step": 5000 }, { "epoch": 0.25, "learning_rate": 0.00026399999999999997, "loss": 0.6786, "step": 5500 }, { "epoch": 0.27, "learning_rate": 0.00028799999999999995, "loss": 0.6786, "step": 6000 }, { "epoch": 0.27, "eval_loss": 0.6780672073364258, "eval_runtime": 2.1865, "eval_samples_per_second": 1050.561, "eval_steps_per_second": 16.465, "step": 6000 }, { "epoch": 0.29, "learning_rate": 0.000312, "loss": 0.6785, "step": 6500 }, { "epoch": 0.31, "learning_rate": 0.000336, "loss": 0.6784, "step": 7000 }, { "epoch": 0.31, "eval_loss": 0.6781116724014282, "eval_runtime": 2.1436, "eval_samples_per_second": 1071.581, "eval_steps_per_second": 16.794, "step": 7000 }, { "epoch": 0.33, "learning_rate": 0.00035999999999999997, "loss": 0.6783, "step": 7500 }, { "epoch": 0.36, "learning_rate": 0.00038399999999999996, "loss": 0.6783, "step": 8000 }, { "epoch": 0.36, "eval_loss": 0.6780590415000916, "eval_runtime": 2.0716, "eval_samples_per_second": 1108.795, "eval_steps_per_second": 17.378, "step": 8000 }, { "epoch": 0.38, "learning_rate": 0.000408, "loss": 0.6783, "step": 8500 }, { "epoch": 0.4, "learning_rate": 0.00043199999999999993, "loss": 0.6781, "step": 9000 }, { "epoch": 0.4, "eval_loss": 0.677251398563385, "eval_runtime": 2.0351, "eval_samples_per_second": 1128.706, "eval_steps_per_second": 17.69, "step": 9000 }, { "epoch": 0.42, "learning_rate": 0.00045599999999999997, "loss": 0.6776, "step": 9500 }, { "epoch": 0.45, "learning_rate": 0.00047999999999999996, "loss": 0.6775, "step": 10000 }, { "epoch": 0.45, "eval_loss": 0.6778020262718201, "eval_runtime": 2.2347, "eval_samples_per_second": 1027.899, "eval_steps_per_second": 16.11, "step": 10000 }, { "epoch": 0.47, "learning_rate": 0.0005039999999999999, "loss": 0.6775, "step": 10500 }, { "epoch": 0.49, "learning_rate": 0.0005279999999999999, "loss": 0.6775, "step": 11000 }, { "epoch": 0.49, "eval_loss": 0.6769479513168335, "eval_runtime": 2.177, "eval_samples_per_second": 1055.099, "eval_steps_per_second": 16.536, "step": 11000 }, { "epoch": 0.51, "learning_rate": 0.000552, "loss": 0.6773, "step": 11500 }, { "epoch": 0.54, "learning_rate": 0.0005759999999999999, "loss": 0.6773, "step": 12000 }, { "epoch": 0.54, "eval_loss": 0.6773238182067871, "eval_runtime": 2.1281, "eval_samples_per_second": 1079.366, "eval_steps_per_second": 16.916, "step": 12000 }, { "epoch": 0.56, "learning_rate": 0.0006, "loss": 0.6773, "step": 12500 }, { "epoch": 0.58, "learning_rate": 0.0005999935478721662, "loss": 0.6774, "step": 13000 }, { "epoch": 0.58, "eval_loss": 0.677127480506897, "eval_runtime": 2.1773, "eval_samples_per_second": 1054.986, "eval_steps_per_second": 16.534, "step": 13000 }, { "epoch": 0.6, "learning_rate": 0.000599974191770902, "loss": 0.6773, "step": 13500 }, { "epoch": 0.62, "learning_rate": 0.0005999419325429058, "loss": 0.6773, "step": 14000 }, { "epoch": 0.62, "eval_loss": 0.6771531105041504, "eval_runtime": 2.1173, "eval_samples_per_second": 1084.86, "eval_steps_per_second": 17.003, "step": 14000 }, { "epoch": 0.65, "learning_rate": 0.0005998967715993009, "loss": 0.6773, "step": 14500 }, { "epoch": 0.67, "learning_rate": 0.0005998387109155732, "loss": 0.6773, "step": 15000 }, { "epoch": 0.67, "eval_loss": 0.6771678924560547, "eval_runtime": 2.1919, "eval_samples_per_second": 1047.963, "eval_steps_per_second": 16.424, "step": 15000 }, { "epoch": 0.69, "learning_rate": 0.000599767753031485, "loss": 0.6773, "step": 15500 }, { "epoch": 0.71, "learning_rate": 0.0005996839010509641, "loss": 0.6772, "step": 16000 }, { "epoch": 0.71, "eval_loss": 0.6776318550109863, "eval_runtime": 2.199, "eval_samples_per_second": 1044.559, "eval_steps_per_second": 16.371, "step": 16000 }, { "epoch": 0.74, "learning_rate": 0.0005995871586419678, "loss": 0.6773, "step": 16500 }, { "epoch": 0.76, "learning_rate": 0.0005994775300363225, "loss": 0.6773, "step": 17000 }, { "epoch": 0.76, "eval_loss": 0.676984429359436, "eval_runtime": 2.1946, "eval_samples_per_second": 1046.652, "eval_steps_per_second": 16.404, "step": 17000 }, { "epoch": 0.78, "learning_rate": 0.0005993550200295384, "loss": 0.6772, "step": 17500 }, { "epoch": 0.8, "learning_rate": 0.0005992196339806002, "loss": 0.6772, "step": 18000 }, { "epoch": 0.8, "eval_loss": 0.6774880290031433, "eval_runtime": 2.1027, "eval_samples_per_second": 1092.415, "eval_steps_per_second": 17.121, "step": 18000 }, { "epoch": 0.83, "learning_rate": 0.0005990713778117324, "loss": 0.6773, "step": 18500 }, { "epoch": 0.85, "learning_rate": 0.0005989102580081398, "loss": 0.6772, "step": 19000 }, { "epoch": 0.85, "eval_loss": 0.676984965801239, "eval_runtime": 2.1686, "eval_samples_per_second": 1059.223, "eval_steps_per_second": 16.601, "step": 19000 }, { "epoch": 0.87, "learning_rate": 0.0005987362816177249, "loss": 0.6773, "step": 19500 }, { "epoch": 0.89, "learning_rate": 0.0005985494562507783, "loss": 0.6774, "step": 20000 }, { "epoch": 0.89, "eval_loss": 0.6769698262214661, "eval_runtime": 2.1456, "eval_samples_per_second": 1070.586, "eval_steps_per_second": 16.779, "step": 20000 }, { "epoch": 0.91, "learning_rate": 0.000598349790079647, "loss": 0.6773, "step": 20500 }, { "epoch": 0.94, "learning_rate": 0.000598137291838376, "loss": 0.6772, "step": 21000 }, { "epoch": 0.94, "eval_loss": 0.6761835217475891, "eval_runtime": 2.1367, "eval_samples_per_second": 1075.027, "eval_steps_per_second": 16.848, "step": 21000 }, { "epoch": 0.96, "learning_rate": 0.000597911970822327, "loss": 0.6772, "step": 21500 }, { "epoch": 0.98, "learning_rate": 0.000597673836887771, "loss": 0.6773, "step": 22000 }, { "epoch": 0.98, "eval_loss": 0.6774830222129822, "eval_runtime": 2.1107, "eval_samples_per_second": 1088.282, "eval_steps_per_second": 17.056, "step": 22000 }, { "epoch": 1.0, "learning_rate": 0.0005974229004514577, "loss": 0.6773, "step": 22500 }, { "epoch": 1.03, "learning_rate": 0.0005971591724901598, "loss": 0.6773, "step": 23000 }, { "epoch": 1.03, "eval_loss": 0.6764113903045654, "eval_runtime": 2.206, "eval_samples_per_second": 1041.236, "eval_steps_per_second": 16.319, "step": 23000 }, { "epoch": 1.05, "learning_rate": 0.0005968826645401927, "loss": 0.6772, "step": 23500 }, { "epoch": 1.07, "learning_rate": 0.00059659338869691, "loss": 0.6772, "step": 24000 }, { "epoch": 1.07, "eval_loss": 0.6768463253974915, "eval_runtime": 2.2173, "eval_samples_per_second": 1035.939, "eval_steps_per_second": 16.236, "step": 24000 }, { "epoch": 1.09, "learning_rate": 0.0005962913576141742, "loss": 0.6773, "step": 24500 }, { "epoch": 1.12, "learning_rate": 0.000595976584503803, "loss": 0.6772, "step": 25000 }, { "epoch": 1.12, "eval_loss": 0.6769193410873413, "eval_runtime": 2.2077, "eval_samples_per_second": 1040.465, "eval_steps_per_second": 16.307, "step": 25000 }, { "epoch": 1.14, "learning_rate": 0.0005956490831349923, "loss": 0.6773, "step": 25500 }, { "epoch": 1.16, "learning_rate": 0.0005953088678337129, "loss": 0.6772, "step": 26000 }, { "epoch": 1.16, "eval_loss": 0.6775402426719666, "eval_runtime": 2.2094, "eval_samples_per_second": 1039.671, "eval_steps_per_second": 16.294, "step": 26000 }, { "epoch": 1.18, "learning_rate": 0.0005949559534820841, "loss": 0.6772, "step": 26500 }, { "epoch": 1.2, "learning_rate": 0.0005945903555177229, "loss": 0.6772, "step": 27000 }, { "epoch": 1.2, "eval_loss": 0.6775718331336975, "eval_runtime": 2.1372, "eval_samples_per_second": 1074.76, "eval_steps_per_second": 16.844, "step": 27000 }, { "epoch": 1.23, "learning_rate": 0.0005942120899330687, "loss": 0.6772, "step": 27500 }, { "epoch": 1.25, "learning_rate": 0.0005938211732746836, "loss": 0.6772, "step": 28000 }, { "epoch": 1.25, "eval_loss": 0.6771659255027771, "eval_runtime": 2.191, "eval_samples_per_second": 1048.378, "eval_steps_per_second": 16.431, "step": 28000 }, { "epoch": 1.27, "learning_rate": 0.0005934176226425286, "loss": 0.6772, "step": 28500 }, { "epoch": 1.29, "learning_rate": 0.0005930014556892158, "loss": 0.6772, "step": 29000 }, { "epoch": 1.29, "eval_loss": 0.6768732666969299, "eval_runtime": 2.2912, "eval_samples_per_second": 1002.553, "eval_steps_per_second": 15.713, "step": 29000 }, { "epoch": 1.32, "learning_rate": 0.0005925726906192357, "loss": 0.6772, "step": 29500 }, { "epoch": 1.34, "learning_rate": 0.0005921313461881617, "loss": 0.6773, "step": 30000 }, { "epoch": 1.34, "eval_loss": 0.6772350072860718, "eval_runtime": 2.2465, "eval_samples_per_second": 1022.498, "eval_steps_per_second": 16.025, "step": 30000 }, { "epoch": 1.36, "learning_rate": 0.0005916774417018287, "loss": 0.6772, "step": 30500 }, { "epoch": 1.38, "learning_rate": 0.0005912109970154897, "loss": 0.6772, "step": 31000 }, { "epoch": 1.38, "eval_loss": 0.6777171492576599, "eval_runtime": 2.1569, "eval_samples_per_second": 1064.935, "eval_steps_per_second": 16.69, "step": 31000 }, { "epoch": 1.41, "learning_rate": 0.0005907320325329461, "loss": 0.6772, "step": 31500 }, { "epoch": 1.43, "learning_rate": 0.0005902405692056561, "loss": 0.6772, "step": 32000 }, { "epoch": 1.43, "eval_loss": 0.676947832107544, "eval_runtime": 2.3119, "eval_samples_per_second": 993.573, "eval_steps_per_second": 15.572, "step": 32000 }, { "epoch": 1.45, "learning_rate": 0.0005897366285318178, "loss": 0.6772, "step": 32500 }, { "epoch": 1.47, "learning_rate": 0.0005892202325554288, "loss": 0.6773, "step": 33000 }, { "epoch": 1.47, "eval_loss": 0.6766595840454102, "eval_runtime": 2.1462, "eval_samples_per_second": 1070.248, "eval_steps_per_second": 16.774, "step": 33000 }, { "epoch": 1.49, "learning_rate": 0.0005886914038653217, "loss": 0.6772, "step": 33500 }, { "epoch": 1.52, "learning_rate": 0.0005881501655941771, "loss": 0.677, "step": 34000 }, { "epoch": 1.52, "eval_loss": 0.6765649914741516, "eval_runtime": 2.1369, "eval_samples_per_second": 1074.929, "eval_steps_per_second": 16.847, "step": 34000 }, { "epoch": 1.54, "learning_rate": 0.00058759654141751, "loss": 0.6768, "step": 34500 }, { "epoch": 1.56, "learning_rate": 0.0005870305555526355, "loss": 0.6765, "step": 35000 }, { "epoch": 1.56, "eval_loss": 0.676632821559906, "eval_runtime": 2.2745, "eval_samples_per_second": 1009.888, "eval_steps_per_second": 15.828, "step": 35000 }, { "epoch": 1.58, "learning_rate": 0.0005864522327576088, "loss": 0.6764, "step": 35500 }, { "epoch": 1.61, "learning_rate": 0.0005858615983301424, "loss": 0.6763, "step": 36000 }, { "epoch": 1.61, "eval_loss": 0.6765820980072021, "eval_runtime": 2.1766, "eval_samples_per_second": 1055.304, "eval_steps_per_second": 16.539, "step": 36000 }, { "epoch": 1.63, "learning_rate": 0.0005852586781064997, "loss": 0.6763, "step": 36500 }, { "epoch": 1.65, "learning_rate": 0.0005846434984603645, "loss": 0.6764, "step": 37000 }, { "epoch": 1.65, "eval_loss": 0.6758345365524292, "eval_runtime": 2.237, "eval_samples_per_second": 1026.821, "eval_steps_per_second": 16.093, "step": 37000 }, { "epoch": 1.67, "learning_rate": 0.0005840160863016872, "loss": 0.6763, "step": 37500 }, { "epoch": 1.7, "learning_rate": 0.0005833764690755083, "loss": 0.6764, "step": 38000 }, { "epoch": 1.7, "eval_loss": 0.6762025952339172, "eval_runtime": 2.1722, "eval_samples_per_second": 1057.45, "eval_steps_per_second": 16.573, "step": 38000 }, { "epoch": 1.72, "learning_rate": 0.0005827246747607574, "loss": 0.6765, "step": 38500 }, { "epoch": 1.74, "learning_rate": 0.0005820607318690293, "loss": 0.6758, "step": 39000 }, { "epoch": 1.74, "eval_loss": 0.6771443486213684, "eval_runtime": 2.2147, "eval_samples_per_second": 1037.153, "eval_steps_per_second": 16.255, "step": 39000 }, { "epoch": 1.76, "learning_rate": 0.0005813846694433368, "loss": 0.6773, "step": 39500 }, { "epoch": 1.78, "learning_rate": 0.0005806965170568409, "loss": 0.6772, "step": 40000 }, { "epoch": 1.78, "eval_loss": 0.6770426630973816, "eval_runtime": 2.1711, "eval_samples_per_second": 1057.979, "eval_steps_per_second": 16.581, "step": 40000 }, { "epoch": 1.81, "learning_rate": 0.0005799963048115559, "loss": 0.6757, "step": 40500 }, { "epoch": 1.83, "learning_rate": 0.0005792840633370341, "loss": 0.6575, "step": 41000 }, { "epoch": 1.83, "eval_loss": 0.6465174555778503, "eval_runtime": 2.2243, "eval_samples_per_second": 1032.694, "eval_steps_per_second": 16.185, "step": 41000 }, { "epoch": 1.85, "learning_rate": 0.0005785598237890247, "loss": 0.6461, "step": 41500 }, { "epoch": 1.87, "learning_rate": 0.0005778236178481119, "loss": 0.6373, "step": 42000 }, { "epoch": 1.87, "eval_loss": 0.631793737411499, "eval_runtime": 2.22, "eval_samples_per_second": 1034.694, "eval_steps_per_second": 16.216, "step": 42000 }, { "epoch": 1.9, "learning_rate": 0.0005770754777183285, "loss": 0.6309, "step": 42500 }, { "epoch": 1.92, "learning_rate": 0.0005763154361257473, "loss": 0.6257, "step": 43000 }, { "epoch": 1.92, "eval_loss": 0.6184197664260864, "eval_runtime": 2.2848, "eval_samples_per_second": 1005.32, "eval_steps_per_second": 15.756, "step": 43000 }, { "epoch": 1.94, "learning_rate": 0.0005755435263170498, "loss": 0.623, "step": 43500 }, { "epoch": 1.96, "learning_rate": 0.0005747597820580717, "loss": 0.621, "step": 44000 }, { "epoch": 1.96, "eval_loss": 0.6136025786399841, "eval_runtime": 2.2706, "eval_samples_per_second": 1011.621, "eval_steps_per_second": 15.855, "step": 44000 }, { "epoch": 1.99, "learning_rate": 0.000573964237632326, "loss": 0.6195, "step": 44500 }, { "epoch": 2.01, "learning_rate": 0.0005731569278395029, "loss": 0.6183, "step": 45000 }, { "epoch": 2.01, "eval_loss": 0.6127315163612366, "eval_runtime": 2.1317, "eval_samples_per_second": 1077.566, "eval_steps_per_second": 16.888, "step": 45000 }, { "epoch": 2.03, "learning_rate": 0.0005723378879939481, "loss": 0.6172, "step": 45500 }, { "epoch": 2.05, "learning_rate": 0.0005715071539231178, "loss": 0.6165, "step": 46000 }, { "epoch": 2.05, "eval_loss": 0.6103396415710449, "eval_runtime": 2.1687, "eval_samples_per_second": 1059.145, "eval_steps_per_second": 16.6, "step": 46000 }, { "epoch": 2.07, "learning_rate": 0.0005706647619660116, "loss": 0.6155, "step": 46500 }, { "epoch": 2.1, "learning_rate": 0.0005698107489715823, "loss": 0.612, "step": 47000 }, { "epoch": 2.1, "eval_loss": 0.6013069748878479, "eval_runtime": 2.2612, "eval_samples_per_second": 1015.821, "eval_steps_per_second": 15.921, "step": 47000 }, { "epoch": 2.12, "learning_rate": 0.0005689451522971252, "loss": 0.6068, "step": 47500 }, { "epoch": 2.14, "learning_rate": 0.0005680680098066429, "loss": 0.6037, "step": 48000 }, { "epoch": 2.14, "eval_loss": 0.5942632555961609, "eval_runtime": 2.2238, "eval_samples_per_second": 1032.912, "eval_steps_per_second": 16.188, "step": 48000 }, { "epoch": 2.16, "learning_rate": 0.0005671793598691895, "loss": 0.6015, "step": 48500 }, { "epoch": 2.19, "learning_rate": 0.0005662792413571921, "loss": 0.6, "step": 49000 }, { "epoch": 2.19, "eval_loss": 0.5915176868438721, "eval_runtime": 2.2389, "eval_samples_per_second": 1025.951, "eval_steps_per_second": 16.079, "step": 49000 }, { "epoch": 2.21, "learning_rate": 0.0005653676936447504, "loss": 0.5986, "step": 49500 }, { "epoch": 2.23, "learning_rate": 0.0005644447566059142, "loss": 0.5973, "step": 50000 }, { "epoch": 2.23, "eval_loss": 0.5880685448646545, "eval_runtime": 2.2056, "eval_samples_per_second": 1041.459, "eval_steps_per_second": 16.322, "step": 50000 } ], "max_steps": 250000, "num_train_epochs": 12, "total_flos": 8.008257503646733e+20, "trial_name": null, "trial_params": null }