{ "best_metric": null, "best_model_checkpoint": null, "epoch": 15.0, "global_step": 19800, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.38, "learning_rate": 9.747474747474748e-06, "loss": 4.718, "step": 500 }, { "epoch": 0.76, "learning_rate": 9.494949494949497e-06, "loss": 4.0196, "step": 1000 }, { "epoch": 1.0, "eval_accuracy": 0.4232175648212433, "eval_loss": 3.169081211090088, "eval_runtime": 2.1608, "eval_samples_per_second": 506.291, "eval_steps_per_second": 63.402, "step": 1320 }, { "epoch": 1.14, "learning_rate": 9.242424242424244e-06, "loss": 3.4554, "step": 1500 }, { "epoch": 1.52, "learning_rate": 8.98989898989899e-06, "loss": 2.8904, "step": 2000 }, { "epoch": 1.89, "learning_rate": 8.737373737373738e-06, "loss": 2.5409, "step": 2500 }, { "epoch": 2.0, "eval_accuracy": 0.6435100436210632, "eval_loss": 2.04946231842041, "eval_runtime": 2.0332, "eval_samples_per_second": 538.061, "eval_steps_per_second": 67.381, "step": 2640 }, { "epoch": 2.27, "learning_rate": 8.484848484848486e-06, "loss": 2.1224, "step": 3000 }, { "epoch": 2.65, "learning_rate": 8.232323232323233e-06, "loss": 1.8396, "step": 3500 }, { "epoch": 3.0, "eval_accuracy": 0.7861060500144958, "eval_loss": 1.3566279411315918, "eval_runtime": 2.6595, "eval_samples_per_second": 411.352, "eval_steps_per_second": 51.513, "step": 3960 }, { "epoch": 3.03, "learning_rate": 7.97979797979798e-06, "loss": 1.5406, "step": 4000 }, { "epoch": 3.41, "learning_rate": 7.727272727272727e-06, "loss": 1.2519, "step": 4500 }, { "epoch": 3.79, "learning_rate": 7.474747474747476e-06, "loss": 1.0986, "step": 5000 }, { "epoch": 4.0, "eval_accuracy": 0.8555758595466614, "eval_loss": 0.9564884305000305, "eval_runtime": 2.2538, "eval_samples_per_second": 485.4, "eval_steps_per_second": 60.786, "step": 5280 }, { "epoch": 4.17, "learning_rate": 7.222222222222223e-06, "loss": 0.9206, "step": 5500 }, { "epoch": 4.55, "learning_rate": 6.969696969696971e-06, "loss": 0.7389, "step": 6000 }, { "epoch": 4.92, "learning_rate": 6.717171717171718e-06, "loss": 0.6711, "step": 6500 }, { "epoch": 5.0, "eval_accuracy": 0.880255937576294, "eval_loss": 0.7118942141532898, "eval_runtime": 2.3159, "eval_samples_per_second": 472.394, "eval_steps_per_second": 59.157, "step": 6600 }, { "epoch": 5.3, "learning_rate": 6.464646464646466e-06, "loss": 0.5107, "step": 7000 }, { "epoch": 5.68, "learning_rate": 6.212121212121213e-06, "loss": 0.4456, "step": 7500 }, { "epoch": 6.0, "eval_accuracy": 0.8912248611450195, "eval_loss": 0.5804843902587891, "eval_runtime": 2.0423, "eval_samples_per_second": 535.658, "eval_steps_per_second": 67.08, "step": 7920 }, { "epoch": 6.06, "learning_rate": 5.95959595959596e-06, "loss": 0.3836, "step": 8000 }, { "epoch": 6.44, "learning_rate": 5.7070707070707075e-06, "loss": 0.2848, "step": 8500 }, { "epoch": 6.82, "learning_rate": 5.4545454545454545e-06, "loss": 0.2563, "step": 9000 }, { "epoch": 7.0, "eval_accuracy": 0.8994515538215637, "eval_loss": 0.5123510956764221, "eval_runtime": 2.0346, "eval_samples_per_second": 537.708, "eval_steps_per_second": 67.336, "step": 9240 }, { "epoch": 7.2, "learning_rate": 5.202020202020202e-06, "loss": 0.2322, "step": 9500 }, { "epoch": 7.58, "learning_rate": 4.94949494949495e-06, "loss": 0.1742, "step": 10000 }, { "epoch": 7.95, "learning_rate": 4.696969696969698e-06, "loss": 0.1686, "step": 10500 }, { "epoch": 8.0, "eval_accuracy": 0.9021937847137451, "eval_loss": 0.49525973200798035, "eval_runtime": 2.04, "eval_samples_per_second": 536.263, "eval_steps_per_second": 67.155, "step": 10560 }, { "epoch": 8.33, "learning_rate": 4.444444444444444e-06, "loss": 0.1313, "step": 11000 }, { "epoch": 8.71, "learning_rate": 4.191919191919192e-06, "loss": 0.1135, "step": 11500 }, { "epoch": 9.0, "eval_accuracy": 0.9021937847137451, "eval_loss": 0.486285001039505, "eval_runtime": 2.0348, "eval_samples_per_second": 537.647, "eval_steps_per_second": 67.329, "step": 11880 }, { "epoch": 9.09, "learning_rate": 3.93939393939394e-06, "loss": 0.1161, "step": 12000 }, { "epoch": 9.47, "learning_rate": 3.686868686868687e-06, "loss": 0.0839, "step": 12500 }, { "epoch": 9.85, "learning_rate": 3.4343434343434347e-06, "loss": 0.0846, "step": 13000 }, { "epoch": 10.0, "eval_accuracy": 0.9049360156059265, "eval_loss": 0.48929038643836975, "eval_runtime": 2.0542, "eval_samples_per_second": 532.578, "eval_steps_per_second": 66.694, "step": 13200 }, { "epoch": 10.23, "learning_rate": 3.181818181818182e-06, "loss": 0.0658, "step": 13500 }, { "epoch": 10.61, "learning_rate": 2.9292929292929295e-06, "loss": 0.0663, "step": 14000 }, { "epoch": 10.98, "learning_rate": 2.676767676767677e-06, "loss": 0.07, "step": 14500 }, { "epoch": 11.0, "eval_accuracy": 0.9076782464981079, "eval_loss": 0.485994428396225, "eval_runtime": 2.0424, "eval_samples_per_second": 535.632, "eval_steps_per_second": 67.076, "step": 14520 }, { "epoch": 11.36, "learning_rate": 2.4242424242424244e-06, "loss": 0.0489, "step": 15000 }, { "epoch": 11.74, "learning_rate": 2.171717171717172e-06, "loss": 0.0487, "step": 15500 }, { "epoch": 12.0, "eval_accuracy": 0.9058501124382019, "eval_loss": 0.4888700246810913, "eval_runtime": 2.0363, "eval_samples_per_second": 537.252, "eval_steps_per_second": 67.279, "step": 15840 }, { "epoch": 12.12, "learning_rate": 1.9191919191919192e-06, "loss": 0.049, "step": 16000 }, { "epoch": 12.5, "learning_rate": 1.6666666666666667e-06, "loss": 0.0476, "step": 16500 }, { "epoch": 12.88, "learning_rate": 1.4141414141414143e-06, "loss": 0.0342, "step": 17000 }, { "epoch": 13.0, "eval_accuracy": 0.9067641496658325, "eval_loss": 0.4926171898841858, "eval_runtime": 2.0427, "eval_samples_per_second": 535.562, "eval_steps_per_second": 67.068, "step": 17160 }, { "epoch": 13.26, "learning_rate": 1.1616161616161617e-06, "loss": 0.0392, "step": 17500 }, { "epoch": 13.64, "learning_rate": 9.090909090909091e-07, "loss": 0.0332, "step": 18000 }, { "epoch": 14.0, "eval_accuracy": 0.9067641496658325, "eval_loss": 0.495064914226532, "eval_runtime": 2.0497, "eval_samples_per_second": 533.739, "eval_steps_per_second": 66.839, "step": 18480 }, { "epoch": 14.02, "learning_rate": 6.565656565656567e-07, "loss": 0.0411, "step": 18500 }, { "epoch": 14.39, "learning_rate": 4.040404040404041e-07, "loss": 0.0368, "step": 19000 }, { "epoch": 14.77, "learning_rate": 1.5151515151515152e-07, "loss": 0.029, "step": 19500 }, { "epoch": 15.0, "eval_accuracy": 0.9067641496658325, "eval_loss": 0.4963526129722595, "eval_runtime": 2.0474, "eval_samples_per_second": 534.328, "eval_steps_per_second": 66.913, "step": 19800 }, { "epoch": 15.0, "step": 19800, "total_flos": 5215995096399360.0, "train_loss": 0.7935866661746093, "train_runtime": 1992.9944, "train_samples_per_second": 79.448, "train_steps_per_second": 9.935 } ], "max_steps": 19800, "num_train_epochs": 15, "total_flos": 5215995096399360.0, "trial_name": null, "trial_params": null }