{ "best_metric": 0.6877643727244785, "best_model_checkpoint": "training_dir/checkpoint-4000", "epoch": 0.4238635159478648, "eval_steps": 1000, "global_step": 4000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1059658789869662, "grad_norm": 15.513019561767578, "learning_rate": 9.946734846063707e-06, "loss": 0.8105, "step": 1000 }, { "epoch": 0.1059658789869662, "eval_accuracy": 0.6267482517482518, "eval_f1": 0.5486997676789124, "eval_loss": 0.8523119688034058, "eval_precision": 0.6663256334906192, "eval_recall": 0.6267482517482518, "eval_runtime": 26.6488, "eval_samples_per_second": 85.857, "eval_steps_per_second": 10.732, "step": 1000 }, { "epoch": 0.2119317579739324, "grad_norm": 14.981549263000488, "learning_rate": 9.840204538191116e-06, "loss": 0.5828, "step": 2000 }, { "epoch": 0.2119317579739324, "eval_accuracy": 0.6682692307692307, "eval_f1": 0.6366336108184594, "eval_loss": 0.9371851086616516, "eval_precision": 0.6852715704153842, "eval_recall": 0.6682692307692307, "eval_runtime": 25.9805, "eval_samples_per_second": 88.066, "eval_steps_per_second": 11.008, "step": 2000 }, { "epoch": 0.31789763696089857, "grad_norm": 8.239383697509766, "learning_rate": 9.733674230318526e-06, "loss": 0.5349, "step": 3000 }, { "epoch": 0.31789763696089857, "eval_accuracy": 0.6914335664335665, "eval_f1": 0.669233772837662, "eval_loss": 0.8858013153076172, "eval_precision": 0.6967032053774095, "eval_recall": 0.6914335664335665, "eval_runtime": 25.9486, "eval_samples_per_second": 88.174, "eval_steps_per_second": 11.022, "step": 3000 }, { "epoch": 0.4238635159478648, "grad_norm": 9.338201522827148, "learning_rate": 9.627143922445936e-06, "loss": 0.5233, "step": 4000 }, { "epoch": 0.4238635159478648, "eval_accuracy": 0.7023601398601399, "eval_f1": 0.6877643727244785, "eval_loss": 0.9143859148025513, "eval_precision": 0.7132978004907108, "eval_recall": 0.7023601398601399, "eval_runtime": 26.1039, "eval_samples_per_second": 87.65, "eval_steps_per_second": 10.956, "step": 4000 } ], "logging_steps": 1000, "max_steps": 94370, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 1000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 3879664659350064.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }