{ "best_metric": 0.7610168782310045, "best_model_checkpoint": "tiny-llama-lora-no-grad/checkpoint-1286", "epoch": 2.0, "eval_steps": 500, "global_step": 1286, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.78, "learning_rate": 4.740798341109383e-05, "loss": 1.1276, "step": 500 }, { "epoch": 1.0, "eval_accuracy": 0.8086754453911696, "eval_f1_macro": 0.6806109083601769, "eval_f1_micro": 0.8086754453911695, "eval_f1_weighted": 0.8034368965438116, "eval_loss": 0.6704964637756348, "eval_macro_fpr": 0.017184987145855975, "eval_macro_sensitivity": 0.6852607939619662, "eval_macro_specificity": 0.985525532858602, "eval_precision": 0.8055191978891799, "eval_precision_macro": 0.7052877886582329, "eval_recall": 0.8086754453911696, "eval_recall_macro": 0.6852607939619662, "eval_runtime": 225.0756, "eval_samples_per_second": 5.736, "eval_steps_per_second": 0.72, "eval_weighted_fpr": 0.016618448496265894, "eval_weighted_sensitivity": 0.8086754453911696, "eval_weighted_specificity": 0.9742075474878604, "step": 643 }, { "epoch": 1.56, "learning_rate": 4.481596682218767e-05, "loss": 0.503, "step": 1000 }, { "epoch": 2.0, "eval_accuracy": 0.8164213787761425, "eval_f1_macro": 0.7610168782310045, "eval_f1_micro": 0.8164213787761425, "eval_f1_weighted": 0.8154049040588042, "eval_loss": 0.7205804586410522, "eval_macro_fpr": 0.01631511703260385, "eval_macro_sensitivity": 0.7641451876525827, "eval_macro_specificity": 0.9862465922523334, "eval_precision": 0.8231306684180838, "eval_precision_macro": 0.7746203157296797, "eval_recall": 0.8164213787761425, "eval_recall_macro": 0.7641451876525827, "eval_runtime": 230.0342, "eval_samples_per_second": 5.612, "eval_steps_per_second": 0.704, "eval_weighted_fpr": 0.01580737677582872, "eval_weighted_sensitivity": 0.8164213787761425, "eval_weighted_specificity": 0.977277505008855, "step": 1286 } ], "logging_steps": 500, "max_steps": 9645, "num_train_epochs": 15, "save_steps": 500, "total_flos": 3.098871216262349e+16, "trial_name": null, "trial_params": null }