{ "best_metric": null, "best_model_checkpoint": null, "epoch": 100.0, "global_step": 4000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 2.5, "learning_rate": 0.00019800000000000002, "loss": 4.9661, "step": 100 }, { "epoch": 5.0, "learning_rate": 0.000398, "loss": 2.9221, "step": 200 }, { "epoch": 7.5, "learning_rate": 0.000598, "loss": 1.6582, "step": 300 }, { "epoch": 10.0, "learning_rate": 0.0007980000000000001, "loss": 0.4613, "step": 400 }, { "epoch": 12.5, "learning_rate": 0.000998, "loss": 0.3082, "step": 500 }, { "epoch": 12.5, "eval_loss": 0.38708925247192383, "eval_runtime": 140.6014, "eval_samples_per_second": 18.584, "eval_steps_per_second": 0.263, "eval_wer": 0.4907113872685772, "step": 500 }, { "epoch": 15.0, "learning_rate": 0.0009980271764103532, "loss": 0.2368, "step": 600 }, { "epoch": 17.5, "learning_rate": 0.000992044732251972, "loss": 0.202, "step": 700 }, { "epoch": 20.0, "learning_rate": 0.0009821006332271156, "loss": 0.1745, "step": 800 }, { "epoch": 22.5, "learning_rate": 0.0009682749433740962, "loss": 0.1594, "step": 900 }, { "epoch": 25.0, "learning_rate": 0.0009506789790182364, "loss": 0.1497, "step": 1000 }, { "epoch": 25.0, "eval_loss": 0.41679587960243225, "eval_runtime": 138.5858, "eval_samples_per_second": 18.855, "eval_steps_per_second": 0.267, "eval_wer": 0.4278468171443064, "step": 1000 }, { "epoch": 27.5, "learning_rate": 0.00092945441251827, "loss": 0.1406, "step": 1100 }, { "epoch": 30.0, "learning_rate": 0.0009047721316038118, "loss": 0.1308, "step": 1200 }, { "epoch": 32.5, "learning_rate": 0.0008768308634878388, "loss": 0.1285, "step": 1300 }, { "epoch": 35.0, "learning_rate": 0.0008458555748320216, "loss": 0.1213, "step": 1400 }, { "epoch": 37.5, "learning_rate": 0.0008120956604474414, "loss": 0.1243, "step": 1500 }, { "epoch": 37.5, "eval_loss": 0.4445520341396332, "eval_runtime": 137.9299, "eval_samples_per_second": 18.944, "eval_steps_per_second": 0.268, "eval_wer": 0.4220136951559726, "step": 1500 }, { "epoch": 40.0, "learning_rate": 0.0007758229353142152, "loss": 0.1215, "step": 1600 }, { "epoch": 42.5, "learning_rate": 0.0007373294460870985, "loss": 0.1185, "step": 1700 }, { "epoch": 45.0, "learning_rate": 0.0006969251197075427, "loss": 0.1064, "step": 1800 }, { "epoch": 47.5, "learning_rate": 0.0006549352680541975, "loss": 0.1085, "step": 1900 }, { "epoch": 50.0, "learning_rate": 0.000611697968722942, "loss": 0.0954, "step": 2000 }, { "epoch": 50.0, "eval_loss": 0.44264093041419983, "eval_runtime": 138.1747, "eval_samples_per_second": 18.911, "eval_steps_per_second": 0.268, "eval_wer": 0.39459168146081663, "step": 2000 }, { "epoch": 52.5, "learning_rate": 0.0005675613430248713, "loss": 0.0923, "step": 2100 }, { "epoch": 55.0, "learning_rate": 0.0005228807531181908, "loss": 0.0847, "step": 2200 }, { "epoch": 57.5, "learning_rate": 0.00047801594084106763, "loss": 0.0907, "step": 2300 }, { "epoch": 60.0, "learning_rate": 0.0004333281312818746, "loss": 0.0833, "step": 2400 }, { "epoch": 62.5, "learning_rate": 0.00038917712440717607, "loss": 0.0741, "step": 2500 }, { "epoch": 62.5, "eval_loss": 0.4501730799674988, "eval_runtime": 137.8839, "eval_samples_per_second": 18.951, "eval_steps_per_second": 0.268, "eval_wer": 0.3800405782399188, "step": 2500 }, { "epoch": 65.0, "learning_rate": 0.00034591839816395533, "loss": 0.072, "step": 2600 }, { "epoch": 67.5, "learning_rate": 0.00030390024638020374, "loss": 0.0684, "step": 2700 }, { "epoch": 70.0, "learning_rate": 0.0002634609745078109, "loss": 0.062, "step": 2800 }, { "epoch": 72.5, "learning_rate": 0.00022492617578598646, "loss": 0.06, "step": 2900 }, { "epoch": 75.0, "learning_rate": 0.00018860610975594382, "loss": 0.0533, "step": 3000 }, { "epoch": 75.0, "eval_loss": 0.4618484675884247, "eval_runtime": 138.9018, "eval_samples_per_second": 18.812, "eval_steps_per_second": 0.266, "eval_wer": 0.3653309662693381, "step": 3000 }, { "epoch": 77.5, "learning_rate": 0.0001547932042335039, "loss": 0.0542, "step": 3100 }, { "epoch": 80.0, "learning_rate": 0.00012375970085226701, "loss": 0.0514, "step": 3200 }, { "epoch": 82.5, "learning_rate": 9.575546313405425e-05, "loss": 0.0501, "step": 3300 }, { "epoch": 85.0, "learning_rate": 7.100596473474763e-05, "loss": 0.0466, "step": 3400 }, { "epoch": 87.5, "learning_rate": 4.9710474062988955e-05, "loss": 0.0447, "step": 3500 }, { "epoch": 87.5, "eval_loss": 0.4518083930015564, "eval_runtime": 138.0899, "eval_samples_per_second": 18.922, "eval_steps_per_second": 0.268, "eval_wer": 0.3460563023078874, "step": 3500 }, { "epoch": 90.0, "learning_rate": 3.204044988812144e-05, "loss": 0.0414, "step": 3600 }, { "epoch": 92.5, "learning_rate": 1.8138160854995144e-05, "loss": 0.0415, "step": 3700 }, { "epoch": 95.0, "learning_rate": 8.115540020491363e-06, "loss": 0.0406, "step": 3800 }, { "epoch": 97.5, "learning_rate": 2.053283634363745e-06, "loss": 0.0416, "step": 3900 }, { "epoch": 100.0, "learning_rate": 2.0142048445803695e-10, "loss": 0.0396, "step": 4000 }, { "epoch": 100.0, "eval_loss": 0.46233049035072327, "eval_runtime": 138.5502, "eval_samples_per_second": 18.86, "eval_steps_per_second": 0.267, "eval_wer": 0.34199847831600305, "step": 4000 }, { "epoch": 100.0, "step": 4000, "total_flos": 1.2065530437849294e+20, "train_loss": 0.3406678358316422, "train_runtime": 40685.8922, "train_samples_per_second": 14.049, "train_steps_per_second": 0.098 } ], "max_steps": 4000, "num_train_epochs": 100, "total_flos": 1.2065530437849294e+20, "trial_name": null, "trial_params": null }