{ "best_metric": null, "best_model_checkpoint": null, "epoch": 79.98765432098766, "global_step": 4800, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.66, "learning_rate": 4.752e-06, "loss": 14.1408, "step": 100 }, { "epoch": 3.33, "learning_rate": 9.552000000000001e-06, "loss": 6.1022, "step": 200 }, { "epoch": 4.99, "learning_rate": 1.4351999999999999e-05, "loss": 4.037, "step": 300 }, { "epoch": 6.66, "learning_rate": 1.9152000000000002e-05, "loss": 3.3885, "step": 400 }, { "epoch": 8.33, "learning_rate": 2.3952e-05, "loss": 3.0021, "step": 500 }, { "epoch": 8.33, "eval_loss": 2.90588116645813, "eval_runtime": 32.387, "eval_samples_per_second": 27.542, "eval_steps_per_second": 3.458, "eval_wer": 1.0, "step": 500 }, { "epoch": 9.99, "learning_rate": 2.8752e-05, "loss": 2.8318, "step": 600 }, { "epoch": 11.66, "learning_rate": 3.3552e-05, "loss": 2.7909, "step": 700 }, { "epoch": 13.33, "learning_rate": 3.8352e-05, "loss": 2.7355, "step": 800 }, { "epoch": 14.99, "learning_rate": 4.3152e-05, "loss": 2.6796, "step": 900 }, { "epoch": 16.66, "learning_rate": 4.7952000000000004e-05, "loss": 2.6604, "step": 1000 }, { "epoch": 16.66, "eval_loss": 2.640192985534668, "eval_runtime": 31.7049, "eval_samples_per_second": 28.134, "eval_steps_per_second": 3.533, "eval_wer": 0.9891806116560877, "step": 1000 }, { "epoch": 18.33, "learning_rate": 5.2752e-05, "loss": 2.4114, "step": 1100 }, { "epoch": 19.99, "learning_rate": 5.755200000000001e-05, "loss": 1.675, "step": 1200 }, { "epoch": 21.66, "learning_rate": 6.2352e-05, "loss": 1.4118, "step": 1300 }, { "epoch": 23.33, "learning_rate": 6.7152e-05, "loss": 1.291, "step": 1400 }, { "epoch": 24.99, "learning_rate": 7.1952e-05, "loss": 1.2216, "step": 1500 }, { "epoch": 24.99, "eval_loss": 0.6051220893859863, "eval_runtime": 31.8239, "eval_samples_per_second": 28.029, "eval_steps_per_second": 3.519, "eval_wer": 0.6850836699365263, "step": 1500 }, { "epoch": 26.66, "learning_rate": 7.6752e-05, "loss": 1.2115, "step": 1600 }, { "epoch": 28.33, "learning_rate": 8.1504e-05, "loss": 1.1555, "step": 1700 }, { "epoch": 29.99, "learning_rate": 8.6304e-05, "loss": 1.1142, "step": 1800 }, { "epoch": 31.66, "learning_rate": 9.1104e-05, "loss": 1.1029, "step": 1900 }, { "epoch": 33.33, "learning_rate": 9.590400000000001e-05, "loss": 1.0754, "step": 2000 }, { "epoch": 33.33, "eval_loss": 0.5407921075820923, "eval_runtime": 31.9875, "eval_samples_per_second": 27.886, "eval_steps_per_second": 3.501, "eval_wer": 0.6464223889209464, "step": 2000 }, { "epoch": 34.99, "learning_rate": 9.264e-05, "loss": 1.05, "step": 2100 }, { "epoch": 36.66, "learning_rate": 8.924571428571428e-05, "loss": 1.0239, "step": 2200 }, { "epoch": 38.33, "learning_rate": 8.581714285714286e-05, "loss": 1.0023, "step": 2300 }, { "epoch": 39.99, "learning_rate": 8.238857142857142e-05, "loss": 0.9695, "step": 2400 }, { "epoch": 41.66, "learning_rate": 7.896e-05, "loss": 0.9582, "step": 2500 }, { "epoch": 41.66, "eval_loss": 0.5521320700645447, "eval_runtime": 31.6386, "eval_samples_per_second": 28.193, "eval_steps_per_second": 3.54, "eval_wer": 0.5934795152914022, "step": 2500 }, { "epoch": 43.33, "learning_rate": 7.553142857142858e-05, "loss": 0.9312, "step": 2600 }, { "epoch": 44.99, "learning_rate": 7.210285714285715e-05, "loss": 0.9136, "step": 2700 }, { "epoch": 46.66, "learning_rate": 6.867428571428571e-05, "loss": 0.9065, "step": 2800 }, { "epoch": 48.33, "learning_rate": 6.524571428571428e-05, "loss": 0.8843, "step": 2900 }, { "epoch": 49.99, "learning_rate": 6.181714285714286e-05, "loss": 0.8653, "step": 3000 }, { "epoch": 49.99, "eval_loss": 0.5156339406967163, "eval_runtime": 31.9186, "eval_samples_per_second": 27.946, "eval_steps_per_second": 3.509, "eval_wer": 0.5549624927870744, "step": 3000 }, { "epoch": 51.66, "learning_rate": 5.842285714285714e-05, "loss": 0.8526, "step": 3100 }, { "epoch": 53.33, "learning_rate": 5.4994285714285715e-05, "loss": 0.8323, "step": 3200 }, { "epoch": 54.99, "learning_rate": 5.156571428571429e-05, "loss": 0.8089, "step": 3300 }, { "epoch": 56.66, "learning_rate": 4.813714285714286e-05, "loss": 0.8016, "step": 3400 }, { "epoch": 58.33, "learning_rate": 4.4708571428571425e-05, "loss": 0.7867, "step": 3500 }, { "epoch": 58.33, "eval_loss": 0.543922483921051, "eval_runtime": 31.6944, "eval_samples_per_second": 28.144, "eval_steps_per_second": 3.534, "eval_wer": 0.5605885747259088, "step": 3500 }, { "epoch": 59.99, "learning_rate": 4.128e-05, "loss": 0.7598, "step": 3600 }, { "epoch": 61.66, "learning_rate": 3.785142857142857e-05, "loss": 0.7582, "step": 3700 }, { "epoch": 63.33, "learning_rate": 3.442285714285715e-05, "loss": 0.7423, "step": 3800 }, { "epoch": 64.99, "learning_rate": 3.0994285714285715e-05, "loss": 0.7313, "step": 3900 }, { "epoch": 66.66, "learning_rate": 2.7565714285714287e-05, "loss": 0.7265, "step": 4000 }, { "epoch": 66.66, "eval_loss": 0.48627379536628723, "eval_runtime": 31.7498, "eval_samples_per_second": 28.095, "eval_steps_per_second": 3.528, "eval_wer": 0.525533756491633, "step": 4000 }, { "epoch": 68.33, "learning_rate": 2.413714285714286e-05, "loss": 0.7134, "step": 4100 }, { "epoch": 69.99, "learning_rate": 2.0708571428571428e-05, "loss": 0.6867, "step": 4200 }, { "epoch": 71.66, "learning_rate": 1.728e-05, "loss": 0.6987, "step": 4300 }, { "epoch": 73.33, "learning_rate": 1.3851428571428573e-05, "loss": 0.6976, "step": 4400 }, { "epoch": 74.99, "learning_rate": 1.0422857142857143e-05, "loss": 0.6699, "step": 4500 }, { "epoch": 74.99, "eval_loss": 0.5050373673439026, "eval_runtime": 31.7366, "eval_samples_per_second": 28.106, "eval_steps_per_second": 3.529, "eval_wer": 0.5168782458165032, "step": 4500 }, { "epoch": 76.66, "learning_rate": 6.994285714285714e-06, "loss": 0.6777, "step": 4600 }, { "epoch": 78.33, "learning_rate": 3.565714285714286e-06, "loss": 0.6669, "step": 4700 }, { "epoch": 79.99, "learning_rate": 1.3714285714285715e-07, "loss": 0.6602, "step": 4800 }, { "epoch": 79.99, "step": 4800, "total_flos": 2.017023736432276e+19, "train_loss": 1.6836539268493653, "train_runtime": 8656.8344, "train_samples_per_second": 17.937, "train_steps_per_second": 0.554 } ], "max_steps": 4800, "num_train_epochs": 80, "total_flos": 2.017023736432276e+19, "trial_name": null, "trial_params": null }