{ "best_metric": null, "best_model_checkpoint": null, "epoch": 2.0, "global_step": 70000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 2.0000000000000003e-06, "loss": 0.5576, "step": 500 }, { "epoch": 0.03, "learning_rate": 4.000000000000001e-06, "loss": 0.154, "step": 1000 }, { "epoch": 0.04, "learning_rate": 6e-06, "loss": 0.1118, "step": 1500 }, { "epoch": 0.06, "learning_rate": 8.000000000000001e-06, "loss": 0.112, "step": 2000 }, { "epoch": 0.07, "learning_rate": 1e-05, "loss": 0.113, "step": 2500 }, { "epoch": 0.09, "learning_rate": 1.2e-05, "loss": 0.1134, "step": 3000 }, { "epoch": 0.1, "learning_rate": 1.4e-05, "loss": 0.1183, "step": 3500 }, { "epoch": 0.11, "learning_rate": 1.6000000000000003e-05, "loss": 0.1133, "step": 4000 }, { "epoch": 0.13, "learning_rate": 1.8e-05, "loss": 0.1154, "step": 4500 }, { "epoch": 0.14, "learning_rate": 2e-05, "loss": 0.1111, "step": 5000 }, { "epoch": 0.16, "learning_rate": 1.998561151079137e-05, "loss": 0.125, "step": 5500 }, { "epoch": 0.17, "learning_rate": 1.9971223021582734e-05, "loss": 0.1178, "step": 6000 }, { "epoch": 0.19, "learning_rate": 1.9956834532374104e-05, "loss": 0.1077, "step": 6500 }, { "epoch": 0.2, "learning_rate": 1.994244604316547e-05, "loss": 0.109, "step": 7000 }, { "epoch": 0.21, "learning_rate": 1.9928057553956836e-05, "loss": 0.1001, "step": 7500 }, { "epoch": 0.23, "learning_rate": 1.9913669064748202e-05, "loss": 0.1065, "step": 8000 }, { "epoch": 0.24, "learning_rate": 1.989928057553957e-05, "loss": 0.1077, "step": 8500 }, { "epoch": 0.26, "learning_rate": 1.9884892086330934e-05, "loss": 0.1036, "step": 9000 }, { "epoch": 0.27, "learning_rate": 1.9870503597122304e-05, "loss": 0.1102, "step": 9500 }, { "epoch": 0.29, "learning_rate": 1.985611510791367e-05, "loss": 0.0962, "step": 10000 }, { "epoch": 0.3, "learning_rate": 1.9841726618705036e-05, "loss": 0.1148, "step": 10500 }, { "epoch": 0.31, "learning_rate": 1.9827338129496406e-05, "loss": 0.1088, "step": 11000 }, { "epoch": 0.33, "learning_rate": 1.9812949640287772e-05, "loss": 0.1042, "step": 11500 }, { "epoch": 0.34, "learning_rate": 1.9798561151079138e-05, "loss": 0.0956, "step": 12000 }, { "epoch": 0.36, "learning_rate": 1.9784172661870504e-05, "loss": 0.1015, "step": 12500 }, { "epoch": 0.37, "learning_rate": 1.9769784172661874e-05, "loss": 0.1113, "step": 13000 }, { "epoch": 0.39, "learning_rate": 1.975539568345324e-05, "loss": 0.1032, "step": 13500 }, { "epoch": 0.4, "learning_rate": 1.9741007194244606e-05, "loss": 0.0984, "step": 14000 }, { "epoch": 0.41, "learning_rate": 1.9726618705035972e-05, "loss": 0.1059, "step": 14500 }, { "epoch": 0.43, "learning_rate": 1.971223021582734e-05, "loss": 0.1041, "step": 15000 }, { "epoch": 0.44, "learning_rate": 1.9697841726618708e-05, "loss": 0.1035, "step": 15500 }, { "epoch": 0.46, "learning_rate": 1.9683453237410074e-05, "loss": 0.0931, "step": 16000 }, { "epoch": 0.47, "learning_rate": 1.966906474820144e-05, "loss": 0.1025, "step": 16500 }, { "epoch": 0.49, "learning_rate": 1.9654676258992807e-05, "loss": 0.0967, "step": 17000 }, { "epoch": 0.5, "learning_rate": 1.9640287769784173e-05, "loss": 0.0936, "step": 17500 }, { "epoch": 0.51, "learning_rate": 1.9625899280575542e-05, "loss": 0.0947, "step": 18000 }, { "epoch": 0.53, "learning_rate": 1.961151079136691e-05, "loss": 0.0959, "step": 18500 }, { "epoch": 0.54, "learning_rate": 1.9597122302158275e-05, "loss": 0.093, "step": 19000 }, { "epoch": 0.56, "learning_rate": 1.958273381294964e-05, "loss": 0.0976, "step": 19500 }, { "epoch": 0.57, "learning_rate": 1.956834532374101e-05, "loss": 0.1014, "step": 20000 }, { "epoch": 0.59, "learning_rate": 1.9553956834532377e-05, "loss": 0.0935, "step": 20500 }, { "epoch": 0.6, "learning_rate": 1.9539568345323743e-05, "loss": 0.1038, "step": 21000 }, { "epoch": 0.61, "learning_rate": 1.952517985611511e-05, "loss": 0.1059, "step": 21500 }, { "epoch": 0.63, "learning_rate": 1.9510791366906475e-05, "loss": 0.0937, "step": 22000 }, { "epoch": 0.64, "learning_rate": 1.9496402877697845e-05, "loss": 0.0965, "step": 22500 }, { "epoch": 0.66, "learning_rate": 1.948201438848921e-05, "loss": 0.1054, "step": 23000 }, { "epoch": 0.67, "learning_rate": 1.9467625899280577e-05, "loss": 0.0966, "step": 23500 }, { "epoch": 0.69, "learning_rate": 1.9453237410071943e-05, "loss": 0.0952, "step": 24000 }, { "epoch": 0.7, "learning_rate": 1.9438848920863313e-05, "loss": 0.0954, "step": 24500 }, { "epoch": 0.71, "learning_rate": 1.9424460431654675e-05, "loss": 0.1044, "step": 25000 }, { "epoch": 0.73, "learning_rate": 1.9410071942446045e-05, "loss": 0.1026, "step": 25500 }, { "epoch": 0.74, "learning_rate": 1.939568345323741e-05, "loss": 0.0891, "step": 26000 }, { "epoch": 0.76, "learning_rate": 1.9381294964028777e-05, "loss": 0.092, "step": 26500 }, { "epoch": 0.77, "learning_rate": 1.9366906474820147e-05, "loss": 0.0913, "step": 27000 }, { "epoch": 0.79, "learning_rate": 1.9352517985611513e-05, "loss": 0.0901, "step": 27500 }, { "epoch": 0.8, "learning_rate": 1.933812949640288e-05, "loss": 0.1018, "step": 28000 }, { "epoch": 0.81, "learning_rate": 1.9323741007194245e-05, "loss": 0.0927, "step": 28500 }, { "epoch": 0.83, "learning_rate": 1.9309352517985615e-05, "loss": 0.096, "step": 29000 }, { "epoch": 0.84, "learning_rate": 1.9294964028776978e-05, "loss": 0.0945, "step": 29500 }, { "epoch": 0.86, "learning_rate": 1.9280575539568347e-05, "loss": 0.0918, "step": 30000 }, { "epoch": 0.87, "learning_rate": 1.9266187050359713e-05, "loss": 0.0929, "step": 30500 }, { "epoch": 0.89, "learning_rate": 1.925179856115108e-05, "loss": 0.0975, "step": 31000 }, { "epoch": 0.9, "learning_rate": 1.923741007194245e-05, "loss": 0.0944, "step": 31500 }, { "epoch": 0.91, "learning_rate": 1.9223021582733815e-05, "loss": 0.0911, "step": 32000 }, { "epoch": 0.93, "learning_rate": 1.920863309352518e-05, "loss": 0.0974, "step": 32500 }, { "epoch": 0.94, "learning_rate": 1.9194244604316548e-05, "loss": 0.0914, "step": 33000 }, { "epoch": 0.96, "learning_rate": 1.9179856115107914e-05, "loss": 0.0915, "step": 33500 }, { "epoch": 0.97, "learning_rate": 1.916546762589928e-05, "loss": 0.092, "step": 34000 }, { "epoch": 0.99, "learning_rate": 1.915107913669065e-05, "loss": 0.0924, "step": 34500 }, { "epoch": 1.0, "learning_rate": 1.9136690647482016e-05, "loss": 0.0884, "step": 35000 }, { "epoch": 1.0, "eval_accuracy": 0.9749736842105263, "eval_loss": 0.09605808556079865, "eval_runtime": 105.081, "eval_samples_per_second": 361.626, "eval_steps_per_second": 22.602, "step": 35000 }, { "epoch": 1.01, "learning_rate": 1.9122302158273382e-05, "loss": 0.064, "step": 35500 }, { "epoch": 1.03, "learning_rate": 1.910791366906475e-05, "loss": 0.0677, "step": 36000 }, { "epoch": 1.04, "learning_rate": 1.9093525179856118e-05, "loss": 0.0711, "step": 36500 }, { "epoch": 1.06, "learning_rate": 1.9079136690647484e-05, "loss": 0.0651, "step": 37000 }, { "epoch": 1.07, "learning_rate": 1.906474820143885e-05, "loss": 0.0649, "step": 37500 }, { "epoch": 1.09, "learning_rate": 1.9050359712230216e-05, "loss": 0.0691, "step": 38000 }, { "epoch": 1.1, "learning_rate": 1.9035971223021586e-05, "loss": 0.0715, "step": 38500 }, { "epoch": 1.11, "learning_rate": 1.9021582733812952e-05, "loss": 0.0709, "step": 39000 }, { "epoch": 1.13, "learning_rate": 1.9007194244604318e-05, "loss": 0.0717, "step": 39500 }, { "epoch": 1.14, "learning_rate": 1.8992805755395684e-05, "loss": 0.0728, "step": 40000 }, { "epoch": 1.16, "learning_rate": 1.8978417266187054e-05, "loss": 0.0717, "step": 40500 }, { "epoch": 1.17, "learning_rate": 1.8964028776978416e-05, "loss": 0.0761, "step": 41000 }, { "epoch": 1.19, "learning_rate": 1.8949640287769786e-05, "loss": 0.0611, "step": 41500 }, { "epoch": 1.2, "learning_rate": 1.8935251798561152e-05, "loss": 0.0755, "step": 42000 }, { "epoch": 1.21, "learning_rate": 1.892086330935252e-05, "loss": 0.0711, "step": 42500 }, { "epoch": 1.23, "learning_rate": 1.8906474820143888e-05, "loss": 0.0729, "step": 43000 }, { "epoch": 1.24, "learning_rate": 1.8892086330935254e-05, "loss": 0.0677, "step": 43500 }, { "epoch": 1.26, "learning_rate": 1.887769784172662e-05, "loss": 0.0782, "step": 44000 }, { "epoch": 1.27, "learning_rate": 1.8863309352517986e-05, "loss": 0.0688, "step": 44500 }, { "epoch": 1.29, "learning_rate": 1.8848920863309356e-05, "loss": 0.0651, "step": 45000 }, { "epoch": 1.3, "learning_rate": 1.883453237410072e-05, "loss": 0.071, "step": 45500 }, { "epoch": 1.31, "learning_rate": 1.8820143884892088e-05, "loss": 0.0703, "step": 46000 }, { "epoch": 1.33, "learning_rate": 1.8805755395683454e-05, "loss": 0.0727, "step": 46500 }, { "epoch": 1.34, "learning_rate": 1.879136690647482e-05, "loss": 0.0709, "step": 47000 }, { "epoch": 1.36, "learning_rate": 1.877697841726619e-05, "loss": 0.0751, "step": 47500 }, { "epoch": 1.37, "learning_rate": 1.8762589928057556e-05, "loss": 0.0729, "step": 48000 }, { "epoch": 1.39, "learning_rate": 1.8748201438848923e-05, "loss": 0.0715, "step": 48500 }, { "epoch": 1.4, "learning_rate": 1.873381294964029e-05, "loss": 0.0721, "step": 49000 }, { "epoch": 1.41, "learning_rate": 1.8719424460431658e-05, "loss": 0.0725, "step": 49500 }, { "epoch": 1.43, "learning_rate": 1.870503597122302e-05, "loss": 0.0785, "step": 50000 }, { "epoch": 1.44, "learning_rate": 1.869064748201439e-05, "loss": 0.0795, "step": 50500 }, { "epoch": 1.46, "learning_rate": 1.8676258992805757e-05, "loss": 0.0659, "step": 51000 }, { "epoch": 1.47, "learning_rate": 1.8661870503597123e-05, "loss": 0.0718, "step": 51500 }, { "epoch": 1.49, "learning_rate": 1.8647482014388492e-05, "loss": 0.073, "step": 52000 }, { "epoch": 1.5, "learning_rate": 1.863309352517986e-05, "loss": 0.0777, "step": 52500 }, { "epoch": 1.51, "learning_rate": 1.8618705035971225e-05, "loss": 0.0763, "step": 53000 }, { "epoch": 1.53, "learning_rate": 1.860431654676259e-05, "loss": 0.0711, "step": 53500 }, { "epoch": 1.54, "learning_rate": 1.8589928057553957e-05, "loss": 0.0789, "step": 54000 }, { "epoch": 1.56, "learning_rate": 1.8575539568345323e-05, "loss": 0.0638, "step": 54500 }, { "epoch": 1.57, "learning_rate": 1.8561151079136693e-05, "loss": 0.0718, "step": 55000 }, { "epoch": 1.59, "learning_rate": 1.854676258992806e-05, "loss": 0.0811, "step": 55500 }, { "epoch": 1.6, "learning_rate": 1.8532374100719425e-05, "loss": 0.075, "step": 56000 }, { "epoch": 1.61, "learning_rate": 1.8517985611510795e-05, "loss": 0.0817, "step": 56500 }, { "epoch": 1.63, "learning_rate": 1.850359712230216e-05, "loss": 0.0712, "step": 57000 }, { "epoch": 1.64, "learning_rate": 1.8489208633093527e-05, "loss": 0.0727, "step": 57500 }, { "epoch": 1.66, "learning_rate": 1.8474820143884893e-05, "loss": 0.0774, "step": 58000 }, { "epoch": 1.67, "learning_rate": 1.846043165467626e-05, "loss": 0.079, "step": 58500 }, { "epoch": 1.69, "learning_rate": 1.8446043165467626e-05, "loss": 0.0712, "step": 59000 }, { "epoch": 1.7, "learning_rate": 1.8431654676258995e-05, "loss": 0.0782, "step": 59500 }, { "epoch": 1.71, "learning_rate": 1.841726618705036e-05, "loss": 0.0678, "step": 60000 }, { "epoch": 1.73, "learning_rate": 1.8402877697841727e-05, "loss": 0.0792, "step": 60500 }, { "epoch": 1.74, "learning_rate": 1.8388489208633097e-05, "loss": 0.0761, "step": 61000 }, { "epoch": 1.76, "learning_rate": 1.837410071942446e-05, "loss": 0.0775, "step": 61500 }, { "epoch": 1.77, "learning_rate": 1.835971223021583e-05, "loss": 0.069, "step": 62000 }, { "epoch": 1.79, "learning_rate": 1.8345323741007196e-05, "loss": 0.0823, "step": 62500 }, { "epoch": 1.8, "learning_rate": 1.833093525179856e-05, "loss": 0.0728, "step": 63000 }, { "epoch": 1.81, "learning_rate": 1.8316546762589928e-05, "loss": 0.07, "step": 63500 }, { "epoch": 1.83, "learning_rate": 1.8302158273381297e-05, "loss": 0.0747, "step": 64000 }, { "epoch": 1.84, "learning_rate": 1.8287769784172664e-05, "loss": 0.073, "step": 64500 }, { "epoch": 1.86, "learning_rate": 1.827338129496403e-05, "loss": 0.0711, "step": 65000 }, { "epoch": 1.87, "learning_rate": 1.82589928057554e-05, "loss": 0.0723, "step": 65500 }, { "epoch": 1.89, "learning_rate": 1.8244604316546762e-05, "loss": 0.0672, "step": 66000 }, { "epoch": 1.9, "learning_rate": 1.823021582733813e-05, "loss": 0.076, "step": 66500 }, { "epoch": 1.91, "learning_rate": 1.8215827338129498e-05, "loss": 0.0765, "step": 67000 }, { "epoch": 1.93, "learning_rate": 1.8201438848920864e-05, "loss": 0.0735, "step": 67500 }, { "epoch": 1.94, "learning_rate": 1.8187050359712234e-05, "loss": 0.079, "step": 68000 }, { "epoch": 1.96, "learning_rate": 1.81726618705036e-05, "loss": 0.0699, "step": 68500 }, { "epoch": 1.97, "learning_rate": 1.8158273381294966e-05, "loss": 0.0748, "step": 69000 }, { "epoch": 1.99, "learning_rate": 1.8143884892086332e-05, "loss": 0.0779, "step": 69500 }, { "epoch": 2.0, "learning_rate": 1.8129496402877698e-05, "loss": 0.0701, "step": 70000 }, { "epoch": 2.0, "eval_accuracy": 0.975421052631579, "eval_loss": 0.11228523403406143, "eval_runtime": 104.8411, "eval_samples_per_second": 362.453, "eval_steps_per_second": 22.653, "step": 70000 } ], "max_steps": 700000, "num_train_epochs": 20, "total_flos": 1.473421910016e+17, "trial_name": null, "trial_params": null }