{ "best_metric": null, "best_model_checkpoint": null, "epoch": 50.0, "global_step": 5750, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.87, "learning_rate": 5.7166666666666664e-06, "loss": 13.1691, "step": 100 }, { "epoch": 1.74, "learning_rate": 1.155e-05, "loss": 5.7916, "step": 200 }, { "epoch": 2.61, "learning_rate": 1.738333333333333e-05, "loss": 3.9554, "step": 300 }, { "epoch": 2.61, "eval_loss": 3.8166096210479736, "eval_runtime": 76.9069, "eval_samples_per_second": 22.105, "eval_steps_per_second": 1.391, "eval_wer": 1.0, "step": 300 }, { "epoch": 3.48, "learning_rate": 2.3216666666666664e-05, "loss": 3.4177, "step": 400 }, { "epoch": 4.35, "learning_rate": 2.9049999999999995e-05, "loss": 3.1088, "step": 500 }, { "epoch": 5.22, "learning_rate": 3.488333333333333e-05, "loss": 2.9853, "step": 600 }, { "epoch": 5.22, "eval_loss": 2.979321002960205, "eval_runtime": 76.5995, "eval_samples_per_second": 22.193, "eval_steps_per_second": 1.397, "eval_wer": 1.0, "step": 600 }, { "epoch": 6.09, "learning_rate": 4.071666666666666e-05, "loss": 2.6633, "step": 700 }, { "epoch": 6.96, "learning_rate": 4.655e-05, "loss": 1.3761, "step": 800 }, { "epoch": 7.83, "learning_rate": 5.2383333333333324e-05, "loss": 0.6939, "step": 900 }, { "epoch": 7.83, "eval_loss": 0.972253143787384, "eval_runtime": 77.2431, "eval_samples_per_second": 22.008, "eval_steps_per_second": 1.385, "eval_wer": 0.9149368374277915, "step": 900 }, { "epoch": 8.7, "learning_rate": 5.821666666666666e-05, "loss": 0.5141, "step": 1000 }, { "epoch": 9.57, "learning_rate": 6.405e-05, "loss": 0.4189, "step": 1100 }, { "epoch": 10.43, "learning_rate": 6.988333333333333e-05, "loss": 0.352, "step": 1200 }, { "epoch": 10.43, "eval_loss": 0.6556435823440552, "eval_runtime": 76.3866, "eval_samples_per_second": 22.255, "eval_steps_per_second": 1.401, "eval_wer": 0.7296387989589285, "step": 1200 }, { "epoch": 11.3, "learning_rate": 6.849230769230769e-05, "loss": 0.307, "step": 1300 }, { "epoch": 12.17, "learning_rate": 6.695384615384615e-05, "loss": 0.2658, "step": 1400 }, { "epoch": 13.04, "learning_rate": 6.541538461538461e-05, "loss": 0.2369, "step": 1500 }, { "epoch": 13.04, "eval_loss": 0.6314664483070374, "eval_runtime": 76.2318, "eval_samples_per_second": 22.3, "eval_steps_per_second": 1.404, "eval_wer": 0.6927569351869485, "step": 1500 }, { "epoch": 13.91, "learning_rate": 6.387692307692307e-05, "loss": 0.2084, "step": 1600 }, { "epoch": 14.78, "learning_rate": 6.233846153846153e-05, "loss": 0.1904, "step": 1700 }, { "epoch": 15.65, "learning_rate": 6.0799999999999994e-05, "loss": 0.1757, "step": 1800 }, { "epoch": 15.65, "eval_loss": 0.6387060284614563, "eval_runtime": 76.1573, "eval_samples_per_second": 22.322, "eval_steps_per_second": 1.405, "eval_wer": 0.6723798641528598, "step": 1800 }, { "epoch": 16.52, "learning_rate": 5.9261538461538453e-05, "loss": 0.1693, "step": 1900 }, { "epoch": 17.39, "learning_rate": 5.772307692307692e-05, "loss": 0.1572, "step": 2000 }, { "epoch": 18.26, "learning_rate": 5.618461538461538e-05, "loss": 0.1517, "step": 2100 }, { "epoch": 18.26, "eval_loss": 0.6607237458229065, "eval_runtime": 77.027, "eval_samples_per_second": 22.07, "eval_steps_per_second": 1.389, "eval_wer": 0.6265473243191773, "step": 2100 }, { "epoch": 19.13, "learning_rate": 5.464615384615384e-05, "loss": 0.1403, "step": 2200 }, { "epoch": 20.0, "learning_rate": 5.3107692307692305e-05, "loss": 0.1382, "step": 2300 }, { "epoch": 20.87, "learning_rate": 5.1569230769230765e-05, "loss": 0.1229, "step": 2400 }, { "epoch": 20.87, "eval_loss": 0.6519985198974609, "eval_runtime": 76.1295, "eval_samples_per_second": 22.33, "eval_steps_per_second": 1.405, "eval_wer": 0.6182949279502317, "step": 2400 }, { "epoch": 21.74, "learning_rate": 5.0030769230769225e-05, "loss": 0.129, "step": 2500 }, { "epoch": 22.61, "learning_rate": 4.849230769230769e-05, "loss": 0.1172, "step": 2600 }, { "epoch": 23.48, "learning_rate": 4.695384615384615e-05, "loss": 0.1201, "step": 2700 }, { "epoch": 23.48, "eval_loss": 0.67499840259552, "eval_runtime": 76.4187, "eval_samples_per_second": 22.246, "eval_steps_per_second": 1.4, "eval_wer": 0.6115660509109376, "step": 2700 }, { "epoch": 24.35, "learning_rate": 4.541538461538461e-05, "loss": 0.1112, "step": 2800 }, { "epoch": 25.22, "learning_rate": 4.387692307692307e-05, "loss": 0.1131, "step": 2900 }, { "epoch": 26.09, "learning_rate": 4.2338461538461536e-05, "loss": 0.1076, "step": 3000 }, { "epoch": 26.09, "eval_loss": 0.6698060035705566, "eval_runtime": 75.169, "eval_samples_per_second": 22.616, "eval_steps_per_second": 1.423, "eval_wer": 0.6006474957151019, "step": 3000 }, { "epoch": 26.96, "learning_rate": 4.0799999999999996e-05, "loss": 0.104, "step": 3100 }, { "epoch": 27.83, "learning_rate": 3.9261538461538455e-05, "loss": 0.1014, "step": 3200 }, { "epoch": 28.7, "learning_rate": 3.772307692307692e-05, "loss": 0.1006, "step": 3300 }, { "epoch": 28.7, "eval_loss": 0.680385947227478, "eval_runtime": 75.8528, "eval_samples_per_second": 22.412, "eval_steps_per_second": 1.411, "eval_wer": 0.5871897416365137, "step": 3300 }, { "epoch": 29.57, "learning_rate": 3.618461538461538e-05, "loss": 0.1013, "step": 3400 }, { "epoch": 30.43, "learning_rate": 3.464615384615384e-05, "loss": 0.0972, "step": 3500 }, { "epoch": 31.3, "learning_rate": 3.310769230769231e-05, "loss": 0.0952, "step": 3600 }, { "epoch": 31.3, "eval_loss": 0.7009897828102112, "eval_runtime": 74.9836, "eval_samples_per_second": 22.672, "eval_steps_per_second": 1.427, "eval_wer": 0.600266615882689, "step": 3600 }, { "epoch": 32.17, "learning_rate": 3.156923076923077e-05, "loss": 0.091, "step": 3700 }, { "epoch": 33.04, "learning_rate": 3.0030769230769226e-05, "loss": 0.0924, "step": 3800 }, { "epoch": 33.91, "learning_rate": 2.849230769230769e-05, "loss": 0.0894, "step": 3900 }, { "epoch": 33.91, "eval_loss": 0.7068695425987244, "eval_runtime": 74.6323, "eval_samples_per_second": 22.778, "eval_steps_per_second": 1.434, "eval_wer": 0.584015743033073, "step": 3900 }, { "epoch": 34.78, "learning_rate": 2.695384615384615e-05, "loss": 0.0869, "step": 4000 }, { "epoch": 35.65, "learning_rate": 2.5415384615384612e-05, "loss": 0.0848, "step": 4100 }, { "epoch": 36.52, "learning_rate": 2.3876923076923075e-05, "loss": 0.0873, "step": 4200 }, { "epoch": 36.52, "eval_loss": 0.6764819622039795, "eval_runtime": 75.5212, "eval_samples_per_second": 22.51, "eval_steps_per_second": 1.417, "eval_wer": 0.5781121056306735, "step": 4200 }, { "epoch": 37.39, "learning_rate": 2.2338461538461534e-05, "loss": 0.0845, "step": 4300 }, { "epoch": 38.26, "learning_rate": 2.0799999999999997e-05, "loss": 0.0813, "step": 4400 }, { "epoch": 39.13, "learning_rate": 1.9261538461538457e-05, "loss": 0.0798, "step": 4500 }, { "epoch": 39.13, "eval_loss": 0.6821776032447815, "eval_runtime": 76.5806, "eval_samples_per_second": 22.199, "eval_steps_per_second": 1.397, "eval_wer": 0.5617342728369199, "step": 4500 }, { "epoch": 40.0, "learning_rate": 1.772307692307692e-05, "loss": 0.0783, "step": 4600 }, { "epoch": 40.87, "learning_rate": 1.6199999999999997e-05, "loss": 0.0753, "step": 4700 }, { "epoch": 41.74, "learning_rate": 1.466153846153846e-05, "loss": 0.0767, "step": 4800 }, { "epoch": 41.74, "eval_loss": 0.7003459334373474, "eval_runtime": 74.7077, "eval_samples_per_second": 22.755, "eval_steps_per_second": 1.432, "eval_wer": 0.5637656319431219, "step": 4800 }, { "epoch": 42.61, "learning_rate": 1.3123076923076922e-05, "loss": 0.0739, "step": 4900 }, { "epoch": 43.48, "learning_rate": 1.1584615384615385e-05, "loss": 0.0766, "step": 5000 }, { "epoch": 44.35, "learning_rate": 1.0046153846153846e-05, "loss": 0.0717, "step": 5100 }, { "epoch": 44.35, "eval_loss": 0.6969868540763855, "eval_runtime": 74.6644, "eval_samples_per_second": 22.769, "eval_steps_per_second": 1.433, "eval_wer": 0.5590681140100299, "step": 5100 }, { "epoch": 45.22, "learning_rate": 8.507692307692307e-06, "loss": 0.0732, "step": 5200 }, { "epoch": 46.09, "learning_rate": 6.9692307692307684e-06, "loss": 0.0713, "step": 5300 }, { "epoch": 46.96, "learning_rate": 5.4307692307692306e-06, "loss": 0.0687, "step": 5400 }, { "epoch": 46.96, "eval_loss": 0.7072671055793762, "eval_runtime": 74.5796, "eval_samples_per_second": 22.794, "eval_steps_per_second": 1.435, "eval_wer": 0.560337713451406, "step": 5400 }, { "epoch": 47.83, "learning_rate": 3.892307692307692e-06, "loss": 0.0674, "step": 5500 }, { "epoch": 48.7, "learning_rate": 2.3538461538461536e-06, "loss": 0.0702, "step": 5600 }, { "epoch": 49.57, "learning_rate": 8.153846153846153e-07, "loss": 0.0669, "step": 5700 }, { "epoch": 49.57, "eval_loss": 0.7059715390205383, "eval_runtime": 74.624, "eval_samples_per_second": 22.781, "eval_steps_per_second": 1.434, "eval_wer": 0.5558941154065892, "step": 5700 }, { "epoch": 50.0, "step": 5750, "total_flos": 2.9609940258263142e+19, "train_loss": 0.7598760600297347, "train_runtime": 13000.5685, "train_samples_per_second": 14.138, "train_steps_per_second": 0.442 } ], "max_steps": 5750, "num_train_epochs": 50, "total_flos": 2.9609940258263142e+19, "trial_name": null, "trial_params": null }