{ "best_metric": null, "best_model_checkpoint": null, "epoch": 10.0, "global_step": 7500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.53, "eval_loss": 1.229895830154419, "eval_runtime": 183.9271, "eval_samples_per_second": 21.742, "eval_steps_per_second": 2.718, "eval_wer": 0.7600584866577312, "step": 400 }, { "epoch": 0.67, "learning_rate": 0.0002982, "loss": 3.6201, "step": 500 }, { "epoch": 1.07, "eval_loss": 0.49728861451148987, "eval_runtime": 182.3086, "eval_samples_per_second": 21.935, "eval_steps_per_second": 2.743, "eval_wer": 0.42488119897648347, "step": 800 }, { "epoch": 1.33, "learning_rate": 0.0002787, "loss": 0.6369, "step": 1000 }, { "epoch": 1.6, "eval_loss": 0.3747561573982239, "eval_runtime": 183.2249, "eval_samples_per_second": 21.826, "eval_steps_per_second": 2.729, "eval_wer": 0.3480930912635555, "step": 1200 }, { "epoch": 2.0, "learning_rate": 0.00025727142857142856, "loss": 0.455, "step": 1500 }, { "epoch": 2.13, "eval_loss": 0.28336068987846375, "eval_runtime": 182.904, "eval_samples_per_second": 21.864, "eval_steps_per_second": 2.734, "eval_wer": 0.2643840623857682, "step": 1600 }, { "epoch": 2.67, "learning_rate": 0.00023584285714285712, "loss": 0.3177, "step": 2000 }, { "epoch": 2.67, "eval_loss": 0.24264603853225708, "eval_runtime": 183.432, "eval_samples_per_second": 21.801, "eval_steps_per_second": 2.726, "eval_wer": 0.22339466309248202, "step": 2000 }, { "epoch": 3.2, "eval_loss": 0.18675319850444794, "eval_runtime": 183.8214, "eval_samples_per_second": 21.755, "eval_steps_per_second": 2.72, "eval_wer": 0.18615815767028146, "step": 2400 }, { "epoch": 3.33, "learning_rate": 0.0002144142857142857, "loss": 0.2697, "step": 2500 }, { "epoch": 3.73, "eval_loss": 0.19151142239570618, "eval_runtime": 183.9907, "eval_samples_per_second": 21.735, "eval_steps_per_second": 2.718, "eval_wer": 0.18472036066772268, "step": 2800 }, { "epoch": 4.0, "learning_rate": 0.00019298571428571424, "loss": 0.2363, "step": 3000 }, { "epoch": 4.27, "eval_loss": 0.166675865650177, "eval_runtime": 184.6, "eval_samples_per_second": 21.663, "eval_steps_per_second": 2.709, "eval_wer": 0.16083830876081395, "step": 3200 }, { "epoch": 4.67, "learning_rate": 0.00017155714285714283, "loss": 0.1795, "step": 3500 }, { "epoch": 4.8, "eval_loss": 0.1457526981830597, "eval_runtime": 183.1764, "eval_samples_per_second": 21.831, "eval_steps_per_second": 2.73, "eval_wer": 0.14287803094918972, "step": 3600 }, { "epoch": 5.33, "learning_rate": 0.00015012857142857142, "loss": 0.1636, "step": 4000 }, { "epoch": 5.33, "eval_loss": 0.14684966206550598, "eval_runtime": 182.9497, "eval_samples_per_second": 21.858, "eval_steps_per_second": 2.733, "eval_wer": 0.1388083343487267, "step": 4000 }, { "epoch": 5.87, "eval_loss": 0.13510963320732117, "eval_runtime": 182.9435, "eval_samples_per_second": 21.859, "eval_steps_per_second": 2.733, "eval_wer": 0.1314487632508834, "step": 4400 }, { "epoch": 6.0, "learning_rate": 0.00012869999999999998, "loss": 0.1445, "step": 4500 }, { "epoch": 6.4, "eval_loss": 0.11629413068294525, "eval_runtime": 183.428, "eval_samples_per_second": 21.801, "eval_steps_per_second": 2.726, "eval_wer": 0.11078347751919093, "step": 4800 }, { "epoch": 6.67, "learning_rate": 0.00010727142857142857, "loss": 0.1153, "step": 5000 }, { "epoch": 6.93, "eval_loss": 0.10931886732578278, "eval_runtime": 183.2606, "eval_samples_per_second": 21.821, "eval_steps_per_second": 2.728, "eval_wer": 0.10876081393932009, "step": 5200 }, { "epoch": 7.33, "learning_rate": 8.584285714285713e-05, "loss": 0.1011, "step": 5500 }, { "epoch": 7.47, "eval_loss": 0.12333084642887115, "eval_runtime": 183.8962, "eval_samples_per_second": 21.746, "eval_steps_per_second": 2.719, "eval_wer": 0.11409772145729255, "step": 5600 }, { "epoch": 8.0, "learning_rate": 6.441428571428571e-05, "loss": 0.0978, "step": 6000 }, { "epoch": 8.0, "eval_loss": 0.1147131398320198, "eval_runtime": 183.2548, "eval_samples_per_second": 21.822, "eval_steps_per_second": 2.728, "eval_wer": 0.10408188132082369, "step": 6000 }, { "epoch": 8.53, "eval_loss": 0.11119665205478668, "eval_runtime": 183.6945, "eval_samples_per_second": 21.77, "eval_steps_per_second": 2.722, "eval_wer": 0.09840380163275253, "step": 6400 }, { "epoch": 8.67, "learning_rate": 4.2985714285714285e-05, "loss": 0.0748, "step": 6500 }, { "epoch": 9.07, "eval_loss": 0.11000872403383255, "eval_runtime": 184.0303, "eval_samples_per_second": 21.73, "eval_steps_per_second": 2.717, "eval_wer": 0.09382234677714146, "step": 6800 }, { "epoch": 9.33, "learning_rate": 2.1557142857142854e-05, "loss": 0.075, "step": 7000 }, { "epoch": 9.6, "eval_loss": 0.1180349737405777, "eval_runtime": 183.7553, "eval_samples_per_second": 21.763, "eval_steps_per_second": 2.721, "eval_wer": 0.09601559644206166, "step": 7200 }, { "epoch": 10.0, "learning_rate": 1.7142857142857143e-07, "loss": 0.0668, "step": 7500 }, { "epoch": 10.0, "step": 7500, "total_flos": 7.948903600818893e+18, "train_loss": 0.4369275619506836, "train_runtime": 9373.6438, "train_samples_per_second": 6.4, "train_steps_per_second": 0.8 } ], "max_steps": 7500, "num_train_epochs": 10, "total_flos": 7.948903600818893e+18, "trial_name": null, "trial_params": null }