{ "best_metric": 1.0671894550323486, "best_model_checkpoint": "Ships/checkpoint-16", "epoch": 4.0, "eval_steps": 500, "global_step": 16, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.25, "grad_norm": 13.132343292236328, "learning_rate": 2.5e-05, "loss": 1.4845, "step": 1 }, { "epoch": 0.5, "grad_norm": 10.336759567260742, "learning_rate": 5e-05, "loss": 1.4683, "step": 2 }, { "epoch": 0.75, "grad_norm": 8.432352066040039, "learning_rate": 4.642857142857143e-05, "loss": 1.3522, "step": 3 }, { "epoch": 1.0, "grad_norm": 13.556530952453613, "learning_rate": 4.2857142857142856e-05, "loss": 1.7467, "step": 4 }, { "epoch": 1.0, "eval_accuracy": 0.3, "eval_f1_macro": 0.225, "eval_f1_micro": 0.3, "eval_f1_weighted": 0.18, "eval_loss": 1.4493657350540161, "eval_precision_macro": 0.16666666666666666, "eval_precision_micro": 0.3, "eval_precision_weighted": 0.13333333333333333, "eval_recall_macro": 0.375, "eval_recall_micro": 0.3, "eval_recall_weighted": 0.3, "eval_runtime": 39.4034, "eval_samples_per_second": 0.254, "eval_steps_per_second": 0.025, "step": 4 }, { "epoch": 1.25, "grad_norm": 10.950541496276855, "learning_rate": 3.928571428571429e-05, "loss": 1.2704, "step": 5 }, { "epoch": 1.5, "grad_norm": 7.838518142700195, "learning_rate": 3.571428571428572e-05, "loss": 1.1342, "step": 6 }, { "epoch": 1.75, "grad_norm": 8.095083236694336, "learning_rate": 3.2142857142857144e-05, "loss": 1.0818, "step": 7 }, { "epoch": 2.0, "grad_norm": 10.888486862182617, "learning_rate": 2.857142857142857e-05, "loss": 1.2193, "step": 8 }, { "epoch": 2.0, "eval_accuracy": 0.6, "eval_f1_macro": 0.5916666666666667, "eval_f1_micro": 0.6, "eval_f1_weighted": 0.5800000000000001, "eval_loss": 1.1207724809646606, "eval_precision_macro": 0.5833333333333333, "eval_precision_micro": 0.6, "eval_precision_weighted": 0.5833333333333333, "eval_recall_macro": 0.625, "eval_recall_micro": 0.6, "eval_recall_weighted": 0.6, "eval_runtime": 32.0397, "eval_samples_per_second": 0.312, "eval_steps_per_second": 0.031, "step": 8 }, { "epoch": 2.25, "grad_norm": 8.940570831298828, "learning_rate": 2.5e-05, "loss": 0.8535, "step": 9 }, { "epoch": 2.5, "grad_norm": 7.082061767578125, "learning_rate": 2.1428571428571428e-05, "loss": 0.7457, "step": 10 }, { "epoch": 2.75, "grad_norm": 4.955725193023682, "learning_rate": 1.785714285714286e-05, "loss": 0.4903, "step": 11 }, { "epoch": 3.0, "grad_norm": 11.013522148132324, "learning_rate": 1.4285714285714285e-05, "loss": 0.9821, "step": 12 }, { "epoch": 3.0, "eval_accuracy": 0.7, "eval_f1_macro": 0.7, "eval_f1_micro": 0.7, "eval_f1_weighted": 0.6933333333333334, "eval_loss": 1.1053988933563232, "eval_precision_macro": 0.7499999999999999, "eval_precision_micro": 0.7, "eval_precision_weighted": 0.7333333333333333, "eval_recall_macro": 0.7083333333333333, "eval_recall_micro": 0.7, "eval_recall_weighted": 0.7, "eval_runtime": 44.086, "eval_samples_per_second": 0.227, "eval_steps_per_second": 0.023, "step": 12 }, { "epoch": 3.25, "grad_norm": 5.3065690994262695, "learning_rate": 1.0714285714285714e-05, "loss": 0.6126, "step": 13 }, { "epoch": 3.5, "grad_norm": 6.9573259353637695, "learning_rate": 7.142857142857143e-06, "loss": 0.5428, "step": 14 }, { "epoch": 3.75, "grad_norm": 7.6499199867248535, "learning_rate": 3.5714285714285714e-06, "loss": 0.6001, "step": 15 }, { "epoch": 4.0, "grad_norm": 3.9723899364471436, "learning_rate": 0.0, "loss": 0.3854, "step": 16 }, { "epoch": 4.0, "eval_accuracy": 0.7, "eval_f1_macro": 0.7, "eval_f1_micro": 0.7, "eval_f1_weighted": 0.6933333333333334, "eval_loss": 1.0671894550323486, "eval_precision_macro": 0.7499999999999999, "eval_precision_micro": 0.7, "eval_precision_weighted": 0.7333333333333333, "eval_recall_macro": 0.7083333333333333, "eval_recall_micro": 0.7, "eval_recall_weighted": 0.7, "eval_runtime": 32.5746, "eval_samples_per_second": 0.307, "eval_steps_per_second": 0.031, "step": 16 } ], "logging_steps": 1, "max_steps": 16, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.01 }, "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": 1.2897108891795456e+17, "train_batch_size": 10, "trial_name": null, "trial_params": null }