{ "best_metric": 0.3558782637119293, "best_model_checkpoint": "output_pipe/H3/origin/checkpoint-200", "epoch": 4.0, "eval_steps": 200, "global_step": 752, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.5319148936170213, "grad_norm": 4.111964225769043, "learning_rate": 2.786324786324786e-05, "loss": 0.4901, "step": 100 }, { "epoch": 1.0638297872340425, "grad_norm": 5.464111804962158, "learning_rate": 2.358974358974359e-05, "loss": 0.3282, "step": 200 }, { "epoch": 1.0638297872340425, "eval_accuracy": 0.8657314629258517, "eval_f1": 0.8657120478782159, "eval_loss": 0.3558782637119293, "eval_matthews_correlation": 0.7314866960585986, "eval_precision": 0.8656904639506491, "eval_recall": 0.8657962397557448, "eval_runtime": 0.9151, "eval_samples_per_second": 1635.904, "eval_steps_per_second": 26.227, "step": 200 }, { "epoch": 1.5957446808510638, "grad_norm": 3.8978500366210938, "learning_rate": 1.9316239316239317e-05, "loss": 0.2287, "step": 300 }, { "epoch": 2.127659574468085, "grad_norm": 4.608195781707764, "learning_rate": 1.5042735042735045e-05, "loss": 0.1864, "step": 400 }, { "epoch": 2.127659574468085, "eval_accuracy": 0.8857715430861723, "eval_f1": 0.8857707275301618, "eval_loss": 0.3828310966491699, "eval_matthews_correlation": 0.7719597395149407, "eval_precision": 0.8859481721359178, "eval_recall": 0.8860115699823237, "eval_runtime": 0.9136, "eval_samples_per_second": 1638.577, "eval_steps_per_second": 26.27, "step": 400 }, { "epoch": 2.6595744680851063, "grad_norm": 5.584474563598633, "learning_rate": 1.076923076923077e-05, "loss": 0.0894, "step": 500 }, { "epoch": 3.1914893617021276, "grad_norm": 0.09788764268159866, "learning_rate": 6.4957264957264955e-06, "loss": 0.0693, "step": 600 }, { "epoch": 3.1914893617021276, "eval_accuracy": 0.8851035404141616, "eval_f1": 0.8850973364130648, "eval_loss": 0.49768728017807007, "eval_matthews_correlation": 0.7713361532420879, "eval_precision": 0.8858120760758471, "eval_recall": 0.8855241309122075, "eval_runtime": 0.913, "eval_samples_per_second": 1639.667, "eval_steps_per_second": 26.287, "step": 600 }, { "epoch": 3.723404255319149, "grad_norm": 0.34859994053840637, "learning_rate": 2.222222222222222e-06, "loss": 0.0325, "step": 700 }, { "epoch": 4.0, "step": 752, "total_flos": 1.219355426831076e+16, "train_loss": 0.19133086613518127, "train_runtime": 115.1289, "train_samples_per_second": 415.917, "train_steps_per_second": 6.532 } ], "logging_steps": 100, "max_steps": 752, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 200, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.219355426831076e+16, "train_batch_size": 64, "trial_name": null, "trial_params": null }