{ "best_metric": 0.5890884399414062, "best_model_checkpoint": "./checkpoint-1000", "epoch": 200.0, "global_step": 1200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 16.67, "learning_rate": 8.185000000000001e-05, "loss": 9.167, "step": 100 }, { "epoch": 16.67, "eval_loss": 3.5598716735839844, "eval_runtime": 9.2571, "eval_samples_per_second": 36.188, "eval_steps_per_second": 0.648, "eval_wer": 1.0, "step": 100 }, { "epoch": 33.33, "learning_rate": 0.0001, "loss": 3.2645, "step": 200 }, { "epoch": 33.33, "eval_loss": 3.1771419048309326, "eval_runtime": 9.1654, "eval_samples_per_second": 36.55, "eval_steps_per_second": 0.655, "eval_wer": 1.0, "step": 200 }, { "epoch": 50.0, "learning_rate": 0.0001, "loss": 3.1509, "step": 300 }, { "epoch": 50.0, "eval_loss": 3.132053852081299, "eval_runtime": 9.2483, "eval_samples_per_second": 36.223, "eval_steps_per_second": 0.649, "eval_wer": 1.0, "step": 300 }, { "epoch": 66.67, "learning_rate": 0.0001, "loss": 3.0757, "step": 400 }, { "epoch": 66.67, "eval_loss": 2.8593921661376953, "eval_runtime": 9.1599, "eval_samples_per_second": 36.572, "eval_steps_per_second": 0.655, "eval_wer": 1.0, "step": 400 }, { "epoch": 83.33, "learning_rate": 0.0001, "loss": 2.5274, "step": 500 }, { "epoch": 83.33, "eval_loss": 1.5286245346069336, "eval_runtime": 9.3823, "eval_samples_per_second": 35.705, "eval_steps_per_second": 0.639, "eval_wer": 0.9797033567525371, "step": 500 }, { "epoch": 100.0, "learning_rate": 0.0001, "loss": 1.6826, "step": 600 }, { "epoch": 100.0, "eval_loss": 0.805767834186554, "eval_runtime": 10.0486, "eval_samples_per_second": 33.338, "eval_steps_per_second": 0.597, "eval_wer": 0.797423887587822, "step": 600 }, { "epoch": 116.67, "learning_rate": 8.448333333333333e-05, "loss": 1.2868, "step": 700 }, { "epoch": 116.67, "eval_loss": 0.6712858080863953, "eval_runtime": 9.5622, "eval_samples_per_second": 35.034, "eval_steps_per_second": 0.627, "eval_wer": 0.7279469164715067, "step": 700 }, { "epoch": 133.33, "learning_rate": 6.865e-05, "loss": 1.1262, "step": 800 }, { "epoch": 133.33, "eval_loss": 0.630766749382019, "eval_runtime": 9.2712, "eval_samples_per_second": 36.133, "eval_steps_per_second": 0.647, "eval_wer": 0.7033567525370804, "step": 800 }, { "epoch": 150.0, "learning_rate": 5.281666666666667e-05, "loss": 1.0408, "step": 900 }, { "epoch": 150.0, "eval_loss": 0.6055771708488464, "eval_runtime": 9.2433, "eval_samples_per_second": 36.242, "eval_steps_per_second": 0.649, "eval_wer": 0.6744730679156908, "step": 900 }, { "epoch": 166.67, "learning_rate": 3.6983333333333336e-05, "loss": 0.9617, "step": 1000 }, { "epoch": 166.67, "eval_loss": 0.5890884399414062, "eval_runtime": 9.1774, "eval_samples_per_second": 36.503, "eval_steps_per_second": 0.654, "eval_wer": 0.6569086651053864, "step": 1000 }, { "epoch": 183.33, "learning_rate": 2.1150000000000002e-05, "loss": 0.9196, "step": 1100 }, { "epoch": 183.33, "eval_loss": 0.5912845730781555, "eval_runtime": 9.2459, "eval_samples_per_second": 36.232, "eval_steps_per_second": 0.649, "eval_wer": 0.6432474629195941, "step": 1100 }, { "epoch": 200.0, "learning_rate": 5.316666666666669e-06, "loss": 0.8853, "step": 1200 }, { "epoch": 200.0, "eval_loss": 0.5924161672592163, "eval_runtime": 9.2278, "eval_samples_per_second": 36.303, "eval_steps_per_second": 0.65, "eval_wer": 0.6346604215456675, "step": 1200 }, { "epoch": 200.0, "step": 1200, "total_flos": 3.638865982927399e+19, "train_loss": 2.424034964243571, "train_runtime": 7514.3416, "train_samples_per_second": 20.441, "train_steps_per_second": 0.16 } ], "max_steps": 1200, "num_train_epochs": 200, "total_flos": 3.638865982927399e+19, "trial_name": null, "trial_params": null }