{ "best_metric": null, "best_model_checkpoint": null, "epoch": 5.0, "global_step": 11815, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.42, "learning_rate": 1.9153618281845116e-05, "loss": 0.0365, "step": 1000 }, { "epoch": 0.42, "eval_EG_f1": 0.9898869720404521, "eval_ET_f1": 0.9967868618350589, "eval_TE_f1": 0.988691822402095, "eval_loss": 0.0057431175373494625, "eval_overall_accuracy": 0.998336295769641, "eval_overall_f1": 0.9917886469118172, "eval_overall_precision": 0.9914346895074947, "eval_overall_recall": 0.9921428571428571, "eval_runtime": 105.4808, "eval_samples_per_second": 39.818, "eval_steps_per_second": 2.493, "step": 1000 }, { "epoch": 0.85, "learning_rate": 1.8307236563690226e-05, "loss": 0.0079, "step": 2000 }, { "epoch": 0.85, "eval_EG_f1": 0.9944080904223678, "eval_ET_f1": 0.9988095238095238, "eval_TE_f1": 0.9936957297490187, "eval_loss": 0.003063528100028634, "eval_overall_accuracy": 0.9991894774262353, "eval_overall_f1": 0.9956369982547992, "eval_overall_precision": 0.995163336504916, "eval_overall_recall": 0.9961111111111111, "eval_runtime": 103.5359, "eval_samples_per_second": 40.566, "eval_steps_per_second": 2.54, "step": 2000 }, { "epoch": 1.27, "learning_rate": 1.7460854845535337e-05, "loss": 0.0043, "step": 3000 }, { "epoch": 1.27, "eval_EG_f1": 0.997381575815282, "eval_ET_f1": 0.9983337300642704, "eval_TE_f1": 0.9963073257891601, "eval_loss": 0.0027184109203517437, "eval_overall_accuracy": 0.999431212228937, "eval_overall_f1": 0.9973411643319179, "eval_overall_precision": 0.997380744503532, "eval_overall_recall": 0.9973015873015874, "eval_runtime": 102.7681, "eval_samples_per_second": 40.869, "eval_steps_per_second": 2.559, "step": 3000 }, { "epoch": 1.69, "learning_rate": 1.661447312738045e-05, "loss": 0.0021, "step": 4000 }, { "epoch": 1.69, "eval_EG_f1": 0.9942870745060699, "eval_ET_f1": 0.9983333333333333, "eval_TE_f1": 0.9942857142857143, "eval_loss": 0.00385509361512959, "eval_overall_accuracy": 0.9992179168147884, "eval_overall_f1": 0.9956352670422981, "eval_overall_precision": 0.9955562609109665, "eval_overall_recall": 0.9957142857142857, "eval_runtime": 103.0813, "eval_samples_per_second": 40.745, "eval_steps_per_second": 2.551, "step": 4000 }, { "epoch": 2.12, "learning_rate": 1.5768091409225562e-05, "loss": 0.002, "step": 5000 }, { "epoch": 2.12, "eval_EG_f1": 0.9958348208972985, "eval_ET_f1": 0.9990476190476191, "eval_TE_f1": 0.9957142857142857, "eval_loss": 0.0032494200859218836, "eval_overall_accuracy": 0.9993174546747245, "eval_overall_f1": 0.996865452525493, "eval_overall_precision": 0.9967468063159565, "eval_overall_recall": 0.996984126984127, "eval_runtime": 102.2205, "eval_samples_per_second": 41.088, "eval_steps_per_second": 2.573, "step": 5000 }, { "epoch": 2.54, "learning_rate": 1.4921709691070674e-05, "loss": 0.0013, "step": 6000 }, { "epoch": 2.54, "eval_EG_f1": 0.9952403617325083, "eval_ET_f1": 0.998928698964409, "eval_TE_f1": 0.994880342897964, "eval_loss": 0.003066167002543807, "eval_overall_accuracy": 0.9992605758976182, "eval_overall_f1": 0.9963497857482939, "eval_overall_precision": 0.9961916851793081, "eval_overall_recall": 0.9965079365079365, "eval_runtime": 102.0329, "eval_samples_per_second": 41.163, "eval_steps_per_second": 2.578, "step": 6000 }, { "epoch": 2.96, "learning_rate": 1.4075327972915787e-05, "loss": 0.002, "step": 7000 }, { "epoch": 2.96, "eval_EG_f1": 0.9971428571428571, "eval_ET_f1": 0.9990476190476191, "eval_TE_f1": 0.9971428571428571, "eval_loss": 0.00179725990165025, "eval_overall_accuracy": 0.9995591894774263, "eval_overall_f1": 0.9977777777777778, "eval_overall_precision": 0.9977777777777778, "eval_overall_recall": 0.9977777777777778, "eval_runtime": 104.5567, "eval_samples_per_second": 40.17, "eval_steps_per_second": 2.515, "step": 7000 }, { "epoch": 3.39, "learning_rate": 1.3228946254760899e-05, "loss": 0.0009, "step": 8000 }, { "epoch": 3.39, "eval_EG_f1": 0.9976196143775291, "eval_ET_f1": 0.998690632067611, "eval_TE_f1": 0.996904761904762, "eval_loss": 0.0014693811535835266, "eval_overall_accuracy": 0.999701386420192, "eval_overall_f1": 0.9977383644804191, "eval_overall_precision": 0.9976196143775291, "eval_overall_recall": 0.9978571428571429, "eval_runtime": 102.0191, "eval_samples_per_second": 41.169, "eval_steps_per_second": 2.578, "step": 8000 }, { "epoch": 3.81, "learning_rate": 1.238256453660601e-05, "loss": 0.0008, "step": 9000 }, { "epoch": 3.81, "eval_EG_f1": 0.997381575815282, "eval_ET_f1": 0.9992857142857143, "eval_TE_f1": 0.9973809523809524, "eval_loss": 0.0014952768106013536, "eval_overall_accuracy": 0.9997298258087451, "eval_overall_f1": 0.998016030473772, "eval_overall_precision": 0.9979368354229488, "eval_overall_recall": 0.9980952380952381, "eval_runtime": 102.1451, "eval_samples_per_second": 41.118, "eval_steps_per_second": 2.575, "step": 9000 }, { "epoch": 4.23, "learning_rate": 1.1536182818451122e-05, "loss": 0.0008, "step": 10000 }, { "epoch": 4.23, "eval_EG_f1": 0.9976190476190476, "eval_ET_f1": 0.9983333333333333, "eval_TE_f1": 0.9972615787593762, "eval_loss": 0.00143534317612648, "eval_overall_accuracy": 0.9997298258087451, "eval_overall_f1": 0.9977380054764079, "eval_overall_precision": 0.9977776013969363, "eval_overall_recall": 0.9976984126984128, "eval_runtime": 103.0577, "eval_samples_per_second": 40.754, "eval_steps_per_second": 2.552, "step": 10000 }, { "epoch": 4.66, "learning_rate": 1.0689801100296236e-05, "loss": 0.0005, "step": 11000 }, { "epoch": 4.66, "eval_EG_f1": 0.9974997023455173, "eval_ET_f1": 0.9995238095238095, "eval_TE_f1": 0.9973809523809524, "eval_loss": 0.0019883255008608103, "eval_overall_accuracy": 0.9996729470316388, "eval_overall_f1": 0.9981348466208977, "eval_overall_precision": 0.9981744582903405, "eval_overall_recall": 0.9980952380952381, "eval_runtime": 102.2987, "eval_samples_per_second": 41.056, "eval_steps_per_second": 2.571, "step": 11000 } ], "max_steps": 23630, "num_train_epochs": 10, "total_flos": 2874592437250464.0, "trial_name": null, "trial_params": null }