{ "best_metric": 0.4834844172000885, "best_model_checkpoint": "whisper-ling-asr/checkpoint-2000", "epoch": 14.925373134328359, "eval_steps": 1000, "global_step": 5000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.4925373134328357, "grad_norm": 7.594086647033691, "learning_rate": 9.625941422594142e-06, "loss": 0.8297, "step": 500 }, { "epoch": 2.9850746268656714, "grad_norm": 8.005925178527832, "learning_rate": 9.207531380753139e-06, "loss": 0.3703, "step": 1000 }, { "epoch": 2.9850746268656714, "eval_loss": 0.5100315809249878, "eval_runtime": 410.9956, "eval_samples_per_second": 2.674, "eval_steps_per_second": 0.168, "eval_wer": 0.27345685661962726, "step": 1000 }, { "epoch": 4.477611940298507, "grad_norm": 4.732856273651123, "learning_rate": 8.789121338912134e-06, "loss": 0.2182, "step": 1500 }, { "epoch": 5.970149253731344, "grad_norm": 4.545703411102295, "learning_rate": 8.37071129707113e-06, "loss": 0.1487, "step": 2000 }, { "epoch": 5.970149253731344, "eval_loss": 0.4834844172000885, "eval_runtime": 462.8067, "eval_samples_per_second": 2.375, "eval_steps_per_second": 0.149, "eval_wer": 0.2979101583539804, "step": 2000 }, { "epoch": 7.462686567164179, "grad_norm": 3.4771857261657715, "learning_rate": 7.953138075313808e-06, "loss": 0.0874, "step": 2500 }, { "epoch": 8.955223880597014, "grad_norm": 2.7059333324432373, "learning_rate": 7.534728033472803e-06, "loss": 0.0556, "step": 3000 }, { "epoch": 8.955223880597014, "eval_loss": 0.5049698948860168, "eval_runtime": 404.4404, "eval_samples_per_second": 2.717, "eval_steps_per_second": 0.171, "eval_wer": 0.254389744694603, "step": 3000 }, { "epoch": 10.447761194029852, "grad_norm": 2.1922836303710938, "learning_rate": 7.116317991631799e-06, "loss": 0.0295, "step": 3500 }, { "epoch": 11.940298507462687, "grad_norm": 0.999194324016571, "learning_rate": 6.697907949790795e-06, "loss": 0.0171, "step": 4000 }, { "epoch": 11.940298507462687, "eval_loss": 0.5400618314743042, "eval_runtime": 374.2093, "eval_samples_per_second": 2.937, "eval_steps_per_second": 0.184, "eval_wer": 0.23704621350856403, "step": 4000 }, { "epoch": 13.432835820895523, "grad_norm": 1.5301833152770996, "learning_rate": 6.279497907949791e-06, "loss": 0.0084, "step": 4500 }, { "epoch": 14.925373134328359, "grad_norm": 0.46232014894485474, "learning_rate": 5.8610878661087865e-06, "loss": 0.0051, "step": 5000 }, { "epoch": 14.925373134328359, "eval_loss": 0.5673447251319885, "eval_runtime": 355.0078, "eval_samples_per_second": 3.096, "eval_steps_per_second": 0.194, "eval_wer": 0.21765593019498006, "step": 5000 }, { "epoch": 14.925373134328359, "step": 5000, "total_flos": 1.96882148081664e+18, "train_loss": 0.1769935465335846, "train_runtime": 17207.4544, "train_samples_per_second": 11.158, "train_steps_per_second": 0.697 } ], "logging_steps": 500, "max_steps": 12000, "num_input_tokens_seen": 0, "num_train_epochs": 36, "save_steps": 1000, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 3, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.96882148081664e+18, "train_batch_size": 16, "trial_name": null, "trial_params": null }