{ "best_metric": null, "best_model_checkpoint": null, "epoch": 15.0, "global_step": 4830, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 9.83874482458052e-05, "loss": 22.5987, "step": 322 }, { "epoch": 1.0, "eval_cer": 1.0, "eval_loss": 3.259235143661499, "eval_new_wer": 1.0, "eval_old_wer": 1.0, "eval_runtime": 8.6332, "eval_samples_per_second": 24.325, "eval_steps_per_second": 3.127, "step": 322 }, { "epoch": 2.0, "learning_rate": 9.13706689910656e-05, "loss": 3.2658, "step": 644 }, { "epoch": 2.0, "eval_cer": 1.0, "eval_loss": 3.177554130554199, "eval_new_wer": 1.0, "eval_old_wer": 1.0, "eval_runtime": 8.5905, "eval_samples_per_second": 24.446, "eval_steps_per_second": 3.143, "step": 644 }, { "epoch": 3.0, "learning_rate": 8.4353889736326e-05, "loss": 3.0366, "step": 966 }, { "epoch": 3.0, "eval_cer": 1.0, "eval_loss": 3.093811511993408, "eval_new_wer": 1.0, "eval_old_wer": 1.0, "eval_runtime": 9.0154, "eval_samples_per_second": 23.293, "eval_steps_per_second": 2.995, "step": 966 }, { "epoch": 4.0, "learning_rate": 7.73371104815864e-05, "loss": 2.635, "step": 1288 }, { "epoch": 4.0, "eval_cer": 1.0, "eval_loss": 3.0094852447509766, "eval_new_wer": 1.0, "eval_old_wer": 1.0, "eval_runtime": 8.5468, "eval_samples_per_second": 24.571, "eval_steps_per_second": 3.159, "step": 1288 }, { "epoch": 5.0, "learning_rate": 7.032033122684682e-05, "loss": 2.0662, "step": 1610 }, { "epoch": 5.0, "eval_cer": 0.9774891774891775, "eval_loss": 2.8005685806274414, "eval_new_wer": 0.9952380952380953, "eval_old_wer": 1.0, "eval_runtime": 8.9981, "eval_samples_per_second": 23.338, "eval_steps_per_second": 3.001, "step": 1610 }, { "epoch": 6.0, "learning_rate": 6.330355197210721e-05, "loss": 1.5835, "step": 1932 }, { "epoch": 6.0, "eval_cer": 0.7350649350649351, "eval_loss": 2.7513883113861084, "eval_new_wer": 0.5238095238095238, "eval_old_wer": 1.0, "eval_runtime": 8.5668, "eval_samples_per_second": 24.513, "eval_steps_per_second": 3.152, "step": 1932 }, { "epoch": 7.0, "learning_rate": 5.628677271736762e-05, "loss": 1.204, "step": 2254 }, { "epoch": 7.0, "eval_cer": 0.7177489177489178, "eval_loss": 3.089792013168335, "eval_new_wer": 0.5666666666666667, "eval_old_wer": 1.0, "eval_runtime": 8.7621, "eval_samples_per_second": 23.967, "eval_steps_per_second": 3.081, "step": 2254 }, { "epoch": 8.0, "learning_rate": 4.9269993462628025e-05, "loss": 0.8525, "step": 2576 }, { "epoch": 8.0, "eval_cer": 0.625974025974026, "eval_loss": 3.1094284057617188, "eval_new_wer": 0.35714285714285715, "eval_old_wer": 1.0, "eval_runtime": 8.5847, "eval_samples_per_second": 24.462, "eval_steps_per_second": 3.145, "step": 2576 }, { "epoch": 9.0, "learning_rate": 4.225321420788843e-05, "loss": 0.6166, "step": 2898 }, { "epoch": 9.0, "eval_cer": 0.6337662337662338, "eval_loss": 3.5997140407562256, "eval_new_wer": 0.35714285714285715, "eval_old_wer": 1.0, "eval_runtime": 8.5651, "eval_samples_per_second": 24.518, "eval_steps_per_second": 3.152, "step": 2898 }, { "epoch": 10.0, "learning_rate": 3.5236434953148835e-05, "loss": 0.4461, "step": 3220 }, { "epoch": 10.0, "eval_cer": 0.6562770562770562, "eval_loss": 3.8030993938446045, "eval_new_wer": 0.3523809523809524, "eval_old_wer": 0.9952380952380953, "eval_runtime": 8.652, "eval_samples_per_second": 24.272, "eval_steps_per_second": 3.121, "step": 3220 }, { "epoch": 11.0, "learning_rate": 2.8219655698409243e-05, "loss": 0.3257, "step": 3542 }, { "epoch": 11.0, "eval_cer": 0.6060606060606061, "eval_loss": 4.010402202606201, "eval_new_wer": 0.3238095238095238, "eval_old_wer": 0.9857142857142858, "eval_runtime": 9.2292, "eval_samples_per_second": 22.754, "eval_steps_per_second": 2.925, "step": 3542 }, { "epoch": 12.0, "learning_rate": 2.1202876443669645e-05, "loss": 0.254, "step": 3864 }, { "epoch": 12.0, "eval_cer": 0.6164502164502165, "eval_loss": 3.9872653484344482, "eval_new_wer": 0.3238095238095238, "eval_old_wer": 0.9857142857142858, "eval_runtime": 8.5518, "eval_samples_per_second": 24.556, "eval_steps_per_second": 3.157, "step": 3864 }, { "epoch": 13.0, "learning_rate": 1.418609718893005e-05, "loss": 0.1988, "step": 4186 }, { "epoch": 13.0, "eval_cer": 0.5922077922077922, "eval_loss": 3.9551496505737305, "eval_new_wer": 0.2619047619047619, "eval_old_wer": 0.9714285714285714, "eval_runtime": 8.0772, "eval_samples_per_second": 25.999, "eval_steps_per_second": 3.343, "step": 4186 }, { "epoch": 14.0, "learning_rate": 7.1693179341904555e-06, "loss": 0.1663, "step": 4508 }, { "epoch": 14.0, "eval_cer": 0.6095238095238096, "eval_loss": 4.294742107391357, "eval_new_wer": 0.2904761904761905, "eval_old_wer": 0.9809523809523809, "eval_runtime": 8.1055, "eval_samples_per_second": 25.908, "eval_steps_per_second": 3.331, "step": 4508 }, { "epoch": 15.0, "learning_rate": 1.5253867945086075e-07, "loss": 0.1398, "step": 4830 }, { "epoch": 15.0, "eval_cer": 0.6207792207792208, "eval_loss": 4.198614120483398, "eval_new_wer": 0.319047619047619, "eval_old_wer": 0.9904761904761905, "eval_runtime": 8.1622, "eval_samples_per_second": 25.728, "eval_steps_per_second": 3.308, "step": 4830 } ], "max_steps": 4830, "num_train_epochs": 15, "total_flos": 3.586056332009567e+18, "trial_name": null, "trial_params": null }