{ "best_metric": 0.38998281955718994, "best_model_checkpoint": "output_pipe/0/origin/checkpoint-200", "epoch": 4.0, "eval_steps": 200, "global_step": 408, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.9803921568627451, "grad_norm": 4.097352981567383, "learning_rate": 2.5893854748603352e-05, "loss": 0.547, "step": 100 }, { "epoch": 1.9607843137254903, "grad_norm": 3.9965834617614746, "learning_rate": 1.7513966480446926e-05, "loss": 0.322, "step": 200 }, { "epoch": 1.9607843137254903, "eval_accuracy": 0.837037037037037, "eval_f1": 0.8369734266075469, "eval_loss": 0.38998281955718994, "eval_matthews_correlation": 0.6739877047317809, "eval_precision": 0.8369280866399575, "eval_recall": 0.8370596309287784, "eval_runtime": 0.212, "eval_samples_per_second": 3820.954, "eval_steps_per_second": 61.324, "step": 200 }, { "epoch": 2.9411764705882355, "grad_norm": 6.0555243492126465, "learning_rate": 9.217877094972067e-06, "loss": 0.1597, "step": 300 }, { "epoch": 3.9215686274509802, "grad_norm": 0.1700039803981781, "learning_rate": 8.379888268156424e-07, "loss": 0.0536, "step": 400 }, { "epoch": 3.9215686274509802, "eval_accuracy": 0.8469135802469135, "eval_f1": 0.8467304323410385, "eval_loss": 0.6194068193435669, "eval_matthews_correlation": 0.6936264310968385, "eval_precision": 0.847050415086041, "eval_recall": 0.8465761781302426, "eval_runtime": 0.2105, "eval_samples_per_second": 3848.264, "eval_steps_per_second": 61.762, "step": 400 }, { "epoch": 4.0, "step": 408, "total_flos": 1744413390456720.0, "train_loss": 0.2661988531403682, "train_runtime": 40.6489, "train_samples_per_second": 637.459, "train_steps_per_second": 10.037 } ], "logging_steps": 100, "max_steps": 408, "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": 1744413390456720.0, "train_batch_size": 64, "trial_name": null, "trial_params": null }