{ "best_metric": 81.14581337420962, "best_model_checkpoint": "./whisper-small-ha-adam-v4/checkpoint-1000", "epoch": 6.369426751592357, "eval_steps": 500, "global_step": 1000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1592356687898089, "grad_norm": 21.07309341430664, "learning_rate": 2.5e-05, "loss": 4.4409, "step": 25 }, { "epoch": 0.3184713375796178, "grad_norm": 20.01163673400879, "learning_rate": 5e-05, "loss": 2.732, "step": 50 }, { "epoch": 0.47770700636942676, "grad_norm": 20.838537216186523, "learning_rate": 5e-05, "loss": 2.1765, "step": 75 }, { "epoch": 0.6369426751592356, "grad_norm": 13.77207088470459, "learning_rate": 5e-05, "loss": 1.908, "step": 100 }, { "epoch": 0.7961783439490446, "grad_norm": 13.532313346862793, "learning_rate": 5e-05, "loss": 1.745, "step": 125 }, { "epoch": 0.9554140127388535, "grad_norm": 13.651493072509766, "learning_rate": 5e-05, "loss": 1.6779, "step": 150 }, { "epoch": 1.1146496815286624, "grad_norm": 9.819719314575195, "learning_rate": 5e-05, "loss": 1.0426, "step": 175 }, { "epoch": 1.2738853503184713, "grad_norm": 9.96407699584961, "learning_rate": 5e-05, "loss": 0.7765, "step": 200 }, { "epoch": 1.4331210191082802, "grad_norm": 11.112582206726074, "learning_rate": 5e-05, "loss": 0.7978, "step": 225 }, { "epoch": 1.5923566878980893, "grad_norm": 10.045536041259766, "learning_rate": 5e-05, "loss": 0.8032, "step": 250 }, { "epoch": 1.7515923566878981, "grad_norm": 11.228167533874512, "learning_rate": 5e-05, "loss": 0.7916, "step": 275 }, { "epoch": 1.910828025477707, "grad_norm": 10.779911994934082, "learning_rate": 5e-05, "loss": 0.8241, "step": 300 }, { "epoch": 2.070063694267516, "grad_norm": 6.224853038787842, "learning_rate": 5e-05, "loss": 0.5693, "step": 325 }, { "epoch": 2.229299363057325, "grad_norm": 6.078026294708252, "learning_rate": 5e-05, "loss": 0.2365, "step": 350 }, { "epoch": 2.388535031847134, "grad_norm": 5.989273548126221, "learning_rate": 5e-05, "loss": 0.2271, "step": 375 }, { "epoch": 2.5477707006369426, "grad_norm": 8.927431106567383, "learning_rate": 5e-05, "loss": 0.2478, "step": 400 }, { "epoch": 2.7070063694267517, "grad_norm": 7.507767200469971, "learning_rate": 5e-05, "loss": 0.2846, "step": 425 }, { "epoch": 2.8662420382165603, "grad_norm": 6.9506330490112305, "learning_rate": 5e-05, "loss": 0.2722, "step": 450 }, { "epoch": 3.0254777070063694, "grad_norm": 4.77834415435791, "learning_rate": 5e-05, "loss": 0.2588, "step": 475 }, { "epoch": 3.1847133757961785, "grad_norm": 4.616095066070557, "learning_rate": 5e-05, "loss": 0.0995, "step": 500 }, { "epoch": 3.1847133757961785, "eval_loss": 1.7910184860229492, "eval_runtime": 264.8902, "eval_samples_per_second": 2.492, "eval_steps_per_second": 0.159, "eval_wer": 88.17781184134891, "eval_wer_ortho": 90.4296875, "step": 500 }, { "epoch": 3.343949044585987, "grad_norm": 4.324921607971191, "learning_rate": 5e-05, "loss": 0.1136, "step": 525 }, { "epoch": 3.5031847133757963, "grad_norm": 3.88926100730896, "learning_rate": 5e-05, "loss": 0.117, "step": 550 }, { "epoch": 3.662420382165605, "grad_norm": 4.270689964294434, "learning_rate": 5e-05, "loss": 0.1093, "step": 575 }, { "epoch": 3.821656050955414, "grad_norm": 5.100738048553467, "learning_rate": 5e-05, "loss": 0.1185, "step": 600 }, { "epoch": 3.980891719745223, "grad_norm": 5.05330753326416, "learning_rate": 5e-05, "loss": 0.1377, "step": 625 }, { "epoch": 4.140127388535032, "grad_norm": 3.5940771102905273, "learning_rate": 5e-05, "loss": 0.0823, "step": 650 }, { "epoch": 4.2993630573248405, "grad_norm": 3.304124355316162, "learning_rate": 5e-05, "loss": 0.0763, "step": 675 }, { "epoch": 4.45859872611465, "grad_norm": 3.3643264770507812, "learning_rate": 5e-05, "loss": 0.0758, "step": 700 }, { "epoch": 4.617834394904459, "grad_norm": 3.0554709434509277, "learning_rate": 5e-05, "loss": 0.084, "step": 725 }, { "epoch": 4.777070063694268, "grad_norm": 5.5209174156188965, "learning_rate": 5e-05, "loss": 0.0816, "step": 750 }, { "epoch": 4.936305732484076, "grad_norm": 5.73225736618042, "learning_rate": 5e-05, "loss": 0.1064, "step": 775 }, { "epoch": 5.095541401273885, "grad_norm": 2.312955379486084, "learning_rate": 5e-05, "loss": 0.0697, "step": 800 }, { "epoch": 5.254777070063694, "grad_norm": 5.729402542114258, "learning_rate": 5e-05, "loss": 0.0639, "step": 825 }, { "epoch": 5.414012738853503, "grad_norm": 3.784353733062744, "learning_rate": 5e-05, "loss": 0.0733, "step": 850 }, { "epoch": 5.573248407643312, "grad_norm": 2.1651360988616943, "learning_rate": 5e-05, "loss": 0.0774, "step": 875 }, { "epoch": 5.732484076433121, "grad_norm": 4.008174419403076, "learning_rate": 5e-05, "loss": 0.0653, "step": 900 }, { "epoch": 5.89171974522293, "grad_norm": 4.1395978927612305, "learning_rate": 5e-05, "loss": 0.0892, "step": 925 }, { "epoch": 6.050955414012739, "grad_norm": 3.262603998184204, "learning_rate": 5e-05, "loss": 0.0573, "step": 950 }, { "epoch": 6.210191082802548, "grad_norm": 2.6815080642700195, "learning_rate": 5e-05, "loss": 0.0646, "step": 975 }, { "epoch": 6.369426751592357, "grad_norm": 1.4305006265640259, "learning_rate": 5e-05, "loss": 0.0468, "step": 1000 }, { "epoch": 6.369426751592357, "eval_loss": 1.959425926208496, "eval_runtime": 259.4756, "eval_samples_per_second": 2.544, "eval_steps_per_second": 0.162, "eval_wer": 81.14581337420962, "eval_wer_ortho": 82.83203125, "step": 1000 } ], "logging_steps": 25, "max_steps": 2355, "num_input_tokens_seen": 0, "num_train_epochs": 15, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 4.61044035551232e+18, "train_batch_size": 16, "trial_name": null, "trial_params": null }