{ "best_metric": 0.7371370351502802, "best_model_checkpoint": "/home/user/emrecan/models/dbmdz_distilbert-base-turkish-cased_allnli_tr/checkpoint-80000", "epoch": 3.0, "global_step": 88320, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 1.9773550724637682e-05, "loss": 0.94, "step": 1000 }, { "epoch": 0.03, "eval_accuracy": 0.5812531839021905, "eval_loss": 0.9074209928512573, "eval_runtime": 19.0819, "eval_samples_per_second": 514.361, "eval_steps_per_second": 16.089, "step": 1000 }, { "epoch": 0.07, "learning_rate": 1.9547101449275363e-05, "loss": 0.8102, "step": 2000 }, { "epoch": 0.07, "eval_accuracy": 0.5949057564951604, "eval_loss": 0.8801841139793396, "eval_runtime": 18.8995, "eval_samples_per_second": 519.327, "eval_steps_per_second": 16.244, "step": 2000 }, { "epoch": 0.1, "learning_rate": 1.9320652173913047e-05, "loss": 0.7737, "step": 3000 }, { "epoch": 0.1, "eval_accuracy": 0.6154865002547122, "eval_loss": 0.8491194248199463, "eval_runtime": 18.862, "eval_samples_per_second": 520.36, "eval_steps_per_second": 16.276, "step": 3000 }, { "epoch": 0.14, "learning_rate": 1.9094202898550727e-05, "loss": 0.7576, "step": 4000 }, { "epoch": 0.14, "eval_accuracy": 0.6260825267447784, "eval_loss": 0.8283059000968933, "eval_runtime": 19.0535, "eval_samples_per_second": 515.129, "eval_steps_per_second": 16.113, "step": 4000 }, { "epoch": 0.17, "learning_rate": 1.8867753623188408e-05, "loss": 0.7286, "step": 5000 }, { "epoch": 0.17, "eval_accuracy": 0.6361691288843607, "eval_loss": 0.8149797916412354, "eval_runtime": 18.9255, "eval_samples_per_second": 518.613, "eval_steps_per_second": 16.222, "step": 5000 }, { "epoch": 0.2, "learning_rate": 1.864130434782609e-05, "loss": 0.7162, "step": 6000 }, { "epoch": 0.2, "eval_accuracy": 0.6400407539480387, "eval_loss": 0.7998170852661133, "eval_runtime": 18.8499, "eval_samples_per_second": 520.693, "eval_steps_per_second": 16.287, "step": 6000 }, { "epoch": 0.24, "learning_rate": 1.841485507246377e-05, "loss": 0.7092, "step": 7000 }, { "epoch": 0.24, "eval_accuracy": 0.6565461029037188, "eval_loss": 0.7830348014831543, "eval_runtime": 19.051, "eval_samples_per_second": 515.195, "eval_steps_per_second": 16.115, "step": 7000 }, { "epoch": 0.27, "learning_rate": 1.818840579710145e-05, "loss": 0.6962, "step": 8000 }, { "epoch": 0.27, "eval_accuracy": 0.6628629648497198, "eval_loss": 0.7653073072433472, "eval_runtime": 19.1088, "eval_samples_per_second": 513.638, "eval_steps_per_second": 16.066, "step": 8000 }, { "epoch": 0.31, "learning_rate": 1.7961956521739134e-05, "loss": 0.6876, "step": 9000 }, { "epoch": 0.31, "eval_accuracy": 0.6686704024452369, "eval_loss": 0.7630106210708618, "eval_runtime": 19.1562, "eval_samples_per_second": 512.367, "eval_steps_per_second": 16.026, "step": 9000 }, { "epoch": 0.34, "learning_rate": 1.7735507246376815e-05, "loss": 0.6778, "step": 10000 }, { "epoch": 0.34, "eval_accuracy": 0.6738665308201732, "eval_loss": 0.7475225329399109, "eval_runtime": 18.8719, "eval_samples_per_second": 520.085, "eval_steps_per_second": 16.268, "step": 10000 }, { "epoch": 0.37, "learning_rate": 1.7509057971014495e-05, "loss": 0.6737, "step": 11000 }, { "epoch": 0.37, "eval_accuracy": 0.6781456953642384, "eval_loss": 0.7495400309562683, "eval_runtime": 24.231, "eval_samples_per_second": 405.059, "eval_steps_per_second": 12.67, "step": 11000 }, { "epoch": 0.41, "learning_rate": 1.7282608695652176e-05, "loss": 0.6712, "step": 12000 }, { "epoch": 0.41, "eval_accuracy": 0.6826286296484972, "eval_loss": 0.7350295782089233, "eval_runtime": 25.183, "eval_samples_per_second": 389.747, "eval_steps_per_second": 12.191, "step": 12000 }, { "epoch": 0.44, "learning_rate": 1.7056159420289856e-05, "loss": 0.6559, "step": 13000 }, { "epoch": 0.44, "eval_accuracy": 0.6896586856851757, "eval_loss": 0.7274259328842163, "eval_runtime": 20.5021, "eval_samples_per_second": 478.731, "eval_steps_per_second": 14.974, "step": 13000 }, { "epoch": 0.48, "learning_rate": 1.6829710144927537e-05, "loss": 0.6493, "step": 14000 }, { "epoch": 0.48, "eval_accuracy": 0.6901681100356597, "eval_loss": 0.7247650623321533, "eval_runtime": 19.0556, "eval_samples_per_second": 515.071, "eval_steps_per_second": 16.111, "step": 14000 }, { "epoch": 0.51, "learning_rate": 1.6603260869565218e-05, "loss": 0.6483, "step": 15000 }, { "epoch": 0.51, "eval_accuracy": 0.6857870606214977, "eval_loss": 0.726345419883728, "eval_runtime": 19.1114, "eval_samples_per_second": 513.568, "eval_steps_per_second": 16.064, "step": 15000 }, { "epoch": 0.54, "learning_rate": 1.6376811594202898e-05, "loss": 0.6445, "step": 16000 }, { "epoch": 0.54, "eval_accuracy": 0.697809475292919, "eval_loss": 0.7070016860961914, "eval_runtime": 19.0198, "eval_samples_per_second": 516.041, "eval_steps_per_second": 16.141, "step": 16000 }, { "epoch": 0.58, "learning_rate": 1.615036231884058e-05, "loss": 0.6467, "step": 17000 }, { "epoch": 0.58, "eval_accuracy": 0.6981151299032093, "eval_loss": 0.7083250284194946, "eval_runtime": 19.0519, "eval_samples_per_second": 515.172, "eval_steps_per_second": 16.114, "step": 17000 }, { "epoch": 0.61, "learning_rate": 1.5923913043478263e-05, "loss": 0.6332, "step": 18000 }, { "epoch": 0.61, "eval_accuracy": 0.7003565970453388, "eval_loss": 0.6996482014656067, "eval_runtime": 18.8872, "eval_samples_per_second": 519.665, "eval_steps_per_second": 16.254, "step": 18000 }, { "epoch": 0.65, "learning_rate": 1.5697463768115943e-05, "loss": 0.6288, "step": 19000 }, { "epoch": 0.65, "eval_accuracy": 0.697809475292919, "eval_loss": 0.6978936195373535, "eval_runtime": 19.1365, "eval_samples_per_second": 512.895, "eval_steps_per_second": 16.043, "step": 19000 }, { "epoch": 0.68, "learning_rate": 1.5471014492753624e-05, "loss": 0.6308, "step": 20000 }, { "epoch": 0.68, "eval_accuracy": 0.7040244523688233, "eval_loss": 0.6911584734916687, "eval_runtime": 19.2976, "eval_samples_per_second": 508.612, "eval_steps_per_second": 15.909, "step": 20000 }, { "epoch": 0.71, "learning_rate": 1.5244565217391305e-05, "loss": 0.622, "step": 21000 }, { "epoch": 0.71, "eval_accuracy": 0.7092205807437596, "eval_loss": 0.6903654932975769, "eval_runtime": 20.766, "eval_samples_per_second": 472.648, "eval_steps_per_second": 14.784, "step": 21000 }, { "epoch": 0.75, "learning_rate": 1.5018115942028985e-05, "loss": 0.615, "step": 22000 }, { "epoch": 0.75, "eval_accuracy": 0.7094243504839531, "eval_loss": 0.6871742010116577, "eval_runtime": 20.0444, "eval_samples_per_second": 489.662, "eval_steps_per_second": 15.316, "step": 22000 }, { "epoch": 0.78, "learning_rate": 1.479166666666667e-05, "loss": 0.6186, "step": 23000 }, { "epoch": 0.78, "eval_accuracy": 0.7074885379521141, "eval_loss": 0.6876837611198425, "eval_runtime": 18.8534, "eval_samples_per_second": 520.594, "eval_steps_per_second": 16.283, "step": 23000 }, { "epoch": 0.82, "learning_rate": 1.456521739130435e-05, "loss": 0.6183, "step": 24000 }, { "epoch": 0.82, "eval_accuracy": 0.7110545084055018, "eval_loss": 0.6818488836288452, "eval_runtime": 18.9963, "eval_samples_per_second": 516.679, "eval_steps_per_second": 16.161, "step": 24000 }, { "epoch": 0.85, "learning_rate": 1.433876811594203e-05, "loss": 0.6115, "step": 25000 }, { "epoch": 0.85, "eval_accuracy": 0.7121752419765665, "eval_loss": 0.6855539083480835, "eval_runtime": 18.8559, "eval_samples_per_second": 520.528, "eval_steps_per_second": 16.281, "step": 25000 }, { "epoch": 0.88, "learning_rate": 1.4112318840579711e-05, "loss": 0.608, "step": 26000 }, { "epoch": 0.88, "eval_accuracy": 0.7178807947019867, "eval_loss": 0.6696537137031555, "eval_runtime": 18.8735, "eval_samples_per_second": 520.042, "eval_steps_per_second": 16.266, "step": 26000 }, { "epoch": 0.92, "learning_rate": 1.3885869565217392e-05, "loss": 0.6071, "step": 27000 }, { "epoch": 0.92, "eval_accuracy": 0.7180845644421804, "eval_loss": 0.6726976633071899, "eval_runtime": 18.9354, "eval_samples_per_second": 518.342, "eval_steps_per_second": 16.213, "step": 27000 }, { "epoch": 0.95, "learning_rate": 1.3659420289855074e-05, "loss": 0.601, "step": 28000 }, { "epoch": 0.95, "eval_accuracy": 0.7117677024961793, "eval_loss": 0.6798397898674011, "eval_runtime": 18.8349, "eval_samples_per_second": 521.108, "eval_steps_per_second": 16.3, "step": 28000 }, { "epoch": 0.99, "learning_rate": 1.3432971014492755e-05, "loss": 0.6018, "step": 29000 }, { "epoch": 0.99, "eval_accuracy": 0.7070809984717269, "eval_loss": 0.685390293598175, "eval_runtime": 19.049, "eval_samples_per_second": 515.251, "eval_steps_per_second": 16.116, "step": 29000 }, { "epoch": 1.02, "learning_rate": 1.3206521739130435e-05, "loss": 0.5762, "step": 30000 }, { "epoch": 1.02, "eval_accuracy": 0.7214467651553744, "eval_loss": 0.6697466373443604, "eval_runtime": 18.9286, "eval_samples_per_second": 518.528, "eval_steps_per_second": 16.219, "step": 30000 }, { "epoch": 1.05, "learning_rate": 1.2980072463768116e-05, "loss": 0.5507, "step": 31000 }, { "epoch": 1.05, "eval_accuracy": 0.7184921039225675, "eval_loss": 0.6709696054458618, "eval_runtime": 20.3622, "eval_samples_per_second": 482.02, "eval_steps_per_second": 15.077, "step": 31000 }, { "epoch": 1.09, "learning_rate": 1.2753623188405797e-05, "loss": 0.5575, "step": 32000 }, { "epoch": 1.09, "eval_accuracy": 0.7225674987264391, "eval_loss": 0.6709049344062805, "eval_runtime": 20.0855, "eval_samples_per_second": 488.662, "eval_steps_per_second": 15.285, "step": 32000 }, { "epoch": 1.12, "learning_rate": 1.252717391304348e-05, "loss": 0.5493, "step": 33000 }, { "epoch": 1.12, "eval_accuracy": 0.7191034131431483, "eval_loss": 0.6659159064292908, "eval_runtime": 20.41, "eval_samples_per_second": 480.892, "eval_steps_per_second": 15.042, "step": 33000 }, { "epoch": 1.15, "learning_rate": 1.2300724637681161e-05, "loss": 0.5464, "step": 34000 }, { "epoch": 1.15, "eval_accuracy": 0.7231788079470198, "eval_loss": 0.6709375381469727, "eval_runtime": 18.9369, "eval_samples_per_second": 518.301, "eval_steps_per_second": 16.212, "step": 34000 }, { "epoch": 1.19, "learning_rate": 1.2074275362318842e-05, "loss": 0.5595, "step": 35000 }, { "epoch": 1.19, "eval_accuracy": 0.7219561895058584, "eval_loss": 0.6641885638237, "eval_runtime": 18.8852, "eval_samples_per_second": 519.718, "eval_steps_per_second": 16.256, "step": 35000 }, { "epoch": 1.22, "learning_rate": 1.1847826086956522e-05, "loss": 0.5446, "step": 36000 }, { "epoch": 1.22, "eval_accuracy": 0.720224146714213, "eval_loss": 0.6708667874336243, "eval_runtime": 18.8795, "eval_samples_per_second": 519.875, "eval_steps_per_second": 16.261, "step": 36000 }, { "epoch": 1.26, "learning_rate": 1.1621376811594205e-05, "loss": 0.5524, "step": 37000 }, { "epoch": 1.26, "eval_accuracy": 0.714824248599083, "eval_loss": 0.6751348972320557, "eval_runtime": 18.8954, "eval_samples_per_second": 519.438, "eval_steps_per_second": 16.247, "step": 37000 }, { "epoch": 1.29, "learning_rate": 1.1394927536231885e-05, "loss": 0.5473, "step": 38000 }, { "epoch": 1.29, "eval_accuracy": 0.7209373408048905, "eval_loss": 0.6641535758972168, "eval_runtime": 18.8349, "eval_samples_per_second": 521.107, "eval_steps_per_second": 16.3, "step": 38000 }, { "epoch": 1.32, "learning_rate": 1.1168478260869566e-05, "loss": 0.5477, "step": 39000 }, { "epoch": 1.32, "eval_accuracy": 0.7222618441161488, "eval_loss": 0.6661530137062073, "eval_runtime": 18.9172, "eval_samples_per_second": 518.841, "eval_steps_per_second": 16.229, "step": 39000 }, { "epoch": 1.36, "learning_rate": 1.0942028985507247e-05, "loss": 0.5522, "step": 40000 }, { "epoch": 1.36, "eval_accuracy": 0.7226693835965359, "eval_loss": 0.6586304306983948, "eval_runtime": 19.03, "eval_samples_per_second": 515.763, "eval_steps_per_second": 16.132, "step": 40000 }, { "epoch": 1.39, "learning_rate": 1.0715579710144927e-05, "loss": 0.5406, "step": 41000 }, { "epoch": 1.39, "eval_accuracy": 0.7258278145695364, "eval_loss": 0.6601831912994385, "eval_runtime": 20.4522, "eval_samples_per_second": 479.9, "eval_steps_per_second": 15.011, "step": 41000 }, { "epoch": 1.43, "learning_rate": 1.0489130434782611e-05, "loss": 0.54, "step": 42000 }, { "epoch": 1.43, "eval_accuracy": 0.7272542027508915, "eval_loss": 0.6564027070999146, "eval_runtime": 20.4433, "eval_samples_per_second": 480.108, "eval_steps_per_second": 15.017, "step": 42000 }, { "epoch": 1.46, "learning_rate": 1.0262681159420292e-05, "loss": 0.5458, "step": 43000 }, { "epoch": 1.46, "eval_accuracy": 0.7213448802852777, "eval_loss": 0.6779993176460266, "eval_runtime": 20.545, "eval_samples_per_second": 477.731, "eval_steps_per_second": 14.943, "step": 43000 }, { "epoch": 1.49, "learning_rate": 1.0036231884057972e-05, "loss": 0.5448, "step": 44000 }, { "epoch": 1.49, "eval_accuracy": 0.7234844625573102, "eval_loss": 0.6560543775558472, "eval_runtime": 18.9249, "eval_samples_per_second": 518.629, "eval_steps_per_second": 16.222, "step": 44000 }, { "epoch": 1.53, "learning_rate": 9.809782608695653e-06, "loss": 0.5418, "step": 45000 }, { "epoch": 1.53, "eval_accuracy": 0.7253183902190524, "eval_loss": 0.6599519848823547, "eval_runtime": 19.0375, "eval_samples_per_second": 515.561, "eval_steps_per_second": 16.126, "step": 45000 }, { "epoch": 1.56, "learning_rate": 9.583333333333335e-06, "loss": 0.5408, "step": 46000 }, { "epoch": 1.56, "eval_accuracy": 0.7273560876209882, "eval_loss": 0.6616316437721252, "eval_runtime": 19.3854, "eval_samples_per_second": 506.308, "eval_steps_per_second": 15.837, "step": 46000 }, { "epoch": 1.6, "learning_rate": 9.356884057971016e-06, "loss": 0.5451, "step": 47000 }, { "epoch": 1.6, "eval_accuracy": 0.7282730514518594, "eval_loss": 0.655745267868042, "eval_runtime": 18.8581, "eval_samples_per_second": 520.467, "eval_steps_per_second": 16.28, "step": 47000 }, { "epoch": 1.63, "learning_rate": 9.130434782608697e-06, "loss": 0.5385, "step": 48000 }, { "epoch": 1.63, "eval_accuracy": 0.7294956698930208, "eval_loss": 0.6583314538002014, "eval_runtime": 19.1341, "eval_samples_per_second": 512.958, "eval_steps_per_second": 16.045, "step": 48000 }, { "epoch": 1.66, "learning_rate": 8.903985507246377e-06, "loss": 0.5261, "step": 49000 }, { "epoch": 1.66, "eval_accuracy": 0.7324503311258278, "eval_loss": 0.6467986106872559, "eval_runtime": 19.0986, "eval_samples_per_second": 513.912, "eval_steps_per_second": 16.074, "step": 49000 }, { "epoch": 1.7, "learning_rate": 8.677536231884058e-06, "loss": 0.5364, "step": 50000 }, { "epoch": 1.7, "eval_accuracy": 0.732857870606215, "eval_loss": 0.644736111164093, "eval_runtime": 18.8951, "eval_samples_per_second": 519.447, "eval_steps_per_second": 16.248, "step": 50000 }, { "epoch": 1.73, "learning_rate": 8.45108695652174e-06, "loss": 0.5294, "step": 51000 }, { "epoch": 1.73, "eval_accuracy": 0.7320427916454406, "eval_loss": 0.6429356932640076, "eval_runtime": 20.711, "eval_samples_per_second": 473.903, "eval_steps_per_second": 14.823, "step": 51000 }, { "epoch": 1.77, "learning_rate": 8.22463768115942e-06, "loss": 0.5332, "step": 52000 }, { "epoch": 1.77, "eval_accuracy": 0.7271523178807947, "eval_loss": 0.6508257985115051, "eval_runtime": 20.8391, "eval_samples_per_second": 470.989, "eval_steps_per_second": 14.732, "step": 52000 }, { "epoch": 1.8, "learning_rate": 7.998188405797103e-06, "loss": 0.5274, "step": 53000 }, { "epoch": 1.8, "eval_accuracy": 0.7325522159959246, "eval_loss": 0.6491544842720032, "eval_runtime": 19.9398, "eval_samples_per_second": 492.231, "eval_steps_per_second": 15.396, "step": 53000 }, { "epoch": 1.83, "learning_rate": 7.771739130434784e-06, "loss": 0.5286, "step": 54000 }, { "epoch": 1.83, "eval_accuracy": 0.7318390219052471, "eval_loss": 0.6470006704330444, "eval_runtime": 18.918, "eval_samples_per_second": 518.818, "eval_steps_per_second": 16.228, "step": 54000 }, { "epoch": 1.87, "learning_rate": 7.545289855072464e-06, "loss": 0.5359, "step": 55000 }, { "epoch": 1.87, "eval_accuracy": 0.7354049923586348, "eval_loss": 0.6392927169799805, "eval_runtime": 19.0427, "eval_samples_per_second": 515.422, "eval_steps_per_second": 16.122, "step": 55000 }, { "epoch": 1.9, "learning_rate": 7.318840579710146e-06, "loss": 0.5366, "step": 56000 }, { "epoch": 1.9, "eval_accuracy": 0.736729495669893, "eval_loss": 0.6445118188858032, "eval_runtime": 19.0599, "eval_samples_per_second": 514.955, "eval_steps_per_second": 16.107, "step": 56000 }, { "epoch": 1.94, "learning_rate": 7.092391304347826e-06, "loss": 0.5296, "step": 57000 }, { "epoch": 1.94, "eval_accuracy": 0.7313295975547631, "eval_loss": 0.6413289904594421, "eval_runtime": 18.9234, "eval_samples_per_second": 518.671, "eval_steps_per_second": 16.223, "step": 57000 }, { "epoch": 1.97, "learning_rate": 6.865942028985509e-06, "loss": 0.5346, "step": 58000 }, { "epoch": 1.97, "eval_accuracy": 0.7315333672949567, "eval_loss": 0.6392691135406494, "eval_runtime": 18.8526, "eval_samples_per_second": 520.617, "eval_steps_per_second": 16.284, "step": 58000 }, { "epoch": 2.0, "learning_rate": 6.639492753623189e-06, "loss": 0.5264, "step": 59000 }, { "epoch": 2.0, "eval_accuracy": 0.7357106469689251, "eval_loss": 0.6448105573654175, "eval_runtime": 18.9027, "eval_samples_per_second": 519.238, "eval_steps_per_second": 16.241, "step": 59000 }, { "epoch": 2.04, "learning_rate": 6.41304347826087e-06, "loss": 0.4857, "step": 60000 }, { "epoch": 2.04, "eval_accuracy": 0.7334691798267957, "eval_loss": 0.6640365123748779, "eval_runtime": 19.0337, "eval_samples_per_second": 515.664, "eval_steps_per_second": 16.129, "step": 60000 }, { "epoch": 2.07, "learning_rate": 6.186594202898551e-06, "loss": 0.4888, "step": 61000 }, { "epoch": 2.07, "eval_accuracy": 0.7318390219052471, "eval_loss": 0.6611655950546265, "eval_runtime": 20.389, "eval_samples_per_second": 481.387, "eval_steps_per_second": 15.057, "step": 61000 }, { "epoch": 2.11, "learning_rate": 5.960144927536232e-06, "loss": 0.4964, "step": 62000 }, { "epoch": 2.11, "eval_accuracy": 0.7336729495669893, "eval_loss": 0.6516362428665161, "eval_runtime": 20.5019, "eval_samples_per_second": 478.737, "eval_steps_per_second": 14.974, "step": 62000 }, { "epoch": 2.14, "learning_rate": 5.733695652173914e-06, "loss": 0.493, "step": 63000 }, { "epoch": 2.14, "eval_accuracy": 0.7356087620988283, "eval_loss": 0.6503166556358337, "eval_runtime": 20.2046, "eval_samples_per_second": 485.78, "eval_steps_per_second": 15.195, "step": 63000 }, { "epoch": 2.17, "learning_rate": 5.507246376811595e-06, "loss": 0.4961, "step": 64000 }, { "epoch": 2.17, "eval_accuracy": 0.734793683138054, "eval_loss": 0.6519193053245544, "eval_runtime": 18.9078, "eval_samples_per_second": 519.097, "eval_steps_per_second": 16.237, "step": 64000 }, { "epoch": 2.21, "learning_rate": 5.2807971014492755e-06, "loss": 0.4847, "step": 65000 }, { "epoch": 2.21, "eval_accuracy": 0.7326541008660213, "eval_loss": 0.6516821980476379, "eval_runtime": 19.1631, "eval_samples_per_second": 512.183, "eval_steps_per_second": 16.02, "step": 65000 }, { "epoch": 2.24, "learning_rate": 5.054347826086957e-06, "loss": 0.483, "step": 66000 }, { "epoch": 2.24, "eval_accuracy": 0.7310239429444727, "eval_loss": 0.655524492263794, "eval_runtime": 19.0256, "eval_samples_per_second": 515.884, "eval_steps_per_second": 16.136, "step": 66000 }, { "epoch": 2.28, "learning_rate": 4.8278985507246375e-06, "loss": 0.4857, "step": 67000 }, { "epoch": 2.28, "eval_accuracy": 0.7312277126846664, "eval_loss": 0.6524935364723206, "eval_runtime": 19.0792, "eval_samples_per_second": 514.435, "eval_steps_per_second": 16.091, "step": 67000 }, { "epoch": 2.31, "learning_rate": 4.601449275362319e-06, "loss": 0.484, "step": 68000 }, { "epoch": 2.31, "eval_accuracy": 0.7341823739174732, "eval_loss": 0.6443938612937927, "eval_runtime": 19.0647, "eval_samples_per_second": 514.826, "eval_steps_per_second": 16.103, "step": 68000 }, { "epoch": 2.34, "learning_rate": 4.3750000000000005e-06, "loss": 0.4792, "step": 69000 }, { "epoch": 2.34, "eval_accuracy": 0.7329597554763118, "eval_loss": 0.6508365273475647, "eval_runtime": 19.1608, "eval_samples_per_second": 512.243, "eval_steps_per_second": 16.022, "step": 69000 }, { "epoch": 2.38, "learning_rate": 4.148550724637682e-06, "loss": 0.488, "step": 70000 }, { "epoch": 2.38, "eval_accuracy": 0.7343861436576669, "eval_loss": 0.6512596607208252, "eval_runtime": 20.0389, "eval_samples_per_second": 489.797, "eval_steps_per_second": 15.32, "step": 70000 }, { "epoch": 2.41, "learning_rate": 3.9221014492753625e-06, "loss": 0.472, "step": 71000 }, { "epoch": 2.41, "eval_accuracy": 0.7345899133978604, "eval_loss": 0.6546801328659058, "eval_runtime": 21.0064, "eval_samples_per_second": 467.238, "eval_steps_per_second": 14.615, "step": 71000 }, { "epoch": 2.45, "learning_rate": 3.6956521739130436e-06, "loss": 0.4872, "step": 72000 }, { "epoch": 2.45, "eval_accuracy": 0.7341823739174732, "eval_loss": 0.650049090385437, "eval_runtime": 20.3969, "eval_samples_per_second": 481.201, "eval_steps_per_second": 15.051, "step": 72000 }, { "epoch": 2.48, "learning_rate": 3.4692028985507246e-06, "loss": 0.4782, "step": 73000 }, { "epoch": 2.48, "eval_accuracy": 0.735812531839022, "eval_loss": 0.6584815979003906, "eval_runtime": 20.5297, "eval_samples_per_second": 478.088, "eval_steps_per_second": 14.954, "step": 73000 }, { "epoch": 2.51, "learning_rate": 3.242753623188406e-06, "loss": 0.481, "step": 74000 }, { "epoch": 2.51, "eval_accuracy": 0.7356087620988283, "eval_loss": 0.647666335105896, "eval_runtime": 18.9629, "eval_samples_per_second": 517.589, "eval_steps_per_second": 16.189, "step": 74000 }, { "epoch": 2.55, "learning_rate": 3.016304347826087e-06, "loss": 0.4822, "step": 75000 }, { "epoch": 2.55, "eval_accuracy": 0.7345899133978604, "eval_loss": 0.6586557626724243, "eval_runtime": 19.0494, "eval_samples_per_second": 515.239, "eval_steps_per_second": 16.116, "step": 75000 }, { "epoch": 2.58, "learning_rate": 2.7898550724637686e-06, "loss": 0.4728, "step": 76000 }, { "epoch": 2.58, "eval_accuracy": 0.7339786041772797, "eval_loss": 0.6572148203849792, "eval_runtime": 18.9091, "eval_samples_per_second": 519.063, "eval_steps_per_second": 16.236, "step": 76000 }, { "epoch": 2.62, "learning_rate": 2.563405797101449e-06, "loss": 0.4841, "step": 77000 }, { "epoch": 2.62, "eval_accuracy": 0.7374426897605706, "eval_loss": 0.6442714929580688, "eval_runtime": 19.0799, "eval_samples_per_second": 514.415, "eval_steps_per_second": 16.09, "step": 77000 }, { "epoch": 2.65, "learning_rate": 2.3369565217391307e-06, "loss": 0.4885, "step": 78000 }, { "epoch": 2.65, "eval_accuracy": 0.736220071319409, "eval_loss": 0.6493647694587708, "eval_runtime": 18.9053, "eval_samples_per_second": 519.165, "eval_steps_per_second": 16.239, "step": 78000 }, { "epoch": 2.68, "learning_rate": 2.1105072463768117e-06, "loss": 0.4752, "step": 79000 }, { "epoch": 2.68, "eval_accuracy": 0.7381558838512481, "eval_loss": 0.6508816480636597, "eval_runtime": 19.0533, "eval_samples_per_second": 515.135, "eval_steps_per_second": 16.113, "step": 79000 }, { "epoch": 2.72, "learning_rate": 1.884057971014493e-06, "loss": 0.4883, "step": 80000 }, { "epoch": 2.72, "eval_accuracy": 0.7371370351502802, "eval_loss": 0.6456698179244995, "eval_runtime": 18.855, "eval_samples_per_second": 520.551, "eval_steps_per_second": 16.282, "step": 80000 }, { "epoch": 2.75, "learning_rate": 1.657608695652174e-06, "loss": 0.4888, "step": 81000 }, { "epoch": 2.75, "eval_accuracy": 0.7364238410596027, "eval_loss": 0.6496989130973816, "eval_runtime": 20.8847, "eval_samples_per_second": 469.962, "eval_steps_per_second": 14.7, "step": 81000 }, { "epoch": 2.79, "learning_rate": 1.4311594202898552e-06, "loss": 0.4844, "step": 82000 }, { "epoch": 2.79, "eval_accuracy": 0.7376464595007641, "eval_loss": 0.6481407880783081, "eval_runtime": 20.1004, "eval_samples_per_second": 488.299, "eval_steps_per_second": 15.273, "step": 82000 }, { "epoch": 2.82, "learning_rate": 1.2047101449275363e-06, "loss": 0.4833, "step": 83000 }, { "epoch": 2.82, "eval_accuracy": 0.7388690779419256, "eval_loss": 0.6450786590576172, "eval_runtime": 20.1432, "eval_samples_per_second": 487.26, "eval_steps_per_second": 15.241, "step": 83000 }, { "epoch": 2.85, "learning_rate": 9.782608695652175e-07, "loss": 0.48, "step": 84000 }, { "epoch": 2.85, "eval_accuracy": 0.7373408048904737, "eval_loss": 0.6423162221908569, "eval_runtime": 18.9117, "eval_samples_per_second": 518.992, "eval_steps_per_second": 16.233, "step": 84000 }, { "epoch": 2.89, "learning_rate": 7.518115942028987e-07, "loss": 0.4832, "step": 85000 }, { "epoch": 2.89, "eval_accuracy": 0.7357106469689251, "eval_loss": 0.6477082371711731, "eval_runtime": 18.9455, "eval_samples_per_second": 518.066, "eval_steps_per_second": 16.204, "step": 85000 }, { "epoch": 2.92, "learning_rate": 5.253623188405797e-07, "loss": 0.4805, "step": 86000 }, { "epoch": 2.92, "eval_accuracy": 0.7378502292409577, "eval_loss": 0.6464207768440247, "eval_runtime": 18.9094, "eval_samples_per_second": 519.053, "eval_steps_per_second": 16.235, "step": 86000 }, { "epoch": 2.96, "learning_rate": 2.989130434782609e-07, "loss": 0.4775, "step": 87000 }, { "epoch": 2.96, "eval_accuracy": 0.7379521141110545, "eval_loss": 0.6477315425872803, "eval_runtime": 19.0715, "eval_samples_per_second": 514.642, "eval_steps_per_second": 16.097, "step": 87000 }, { "epoch": 2.99, "learning_rate": 7.246376811594204e-08, "loss": 0.4843, "step": 88000 }, { "epoch": 2.99, "eval_accuracy": 0.7380539989811513, "eval_loss": 0.6481098532676697, "eval_runtime": 18.8988, "eval_samples_per_second": 519.345, "eval_steps_per_second": 16.244, "step": 88000 }, { "epoch": 3.0, "step": 88320, "total_flos": 5.0801111188255944e+16, "train_loss": 0.565458259202432, "train_runtime": 14832.9522, "train_samples_per_second": 190.536, "train_steps_per_second": 5.954 } ], "max_steps": 88320, "num_train_epochs": 3, "total_flos": 5.0801111188255944e+16, "trial_name": null, "trial_params": null }