{ "best_metric": null, "best_model_checkpoint": null, "epoch": 21.390374331550802, "global_step": 4000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.07, "eval_accuracy": 0.48128342245989303, "eval_f1": 0.48128342245989303, "eval_loss": 1.350968837738037, "eval_precision": 0.48128342245989303, "eval_recall": 0.48128342245989303, "eval_runtime": 10.797, "eval_samples_per_second": 17.32, "eval_steps_per_second": 4.353, "step": 200 }, { "epoch": 2.14, "eval_accuracy": 0.6577540106951871, "eval_f1": 0.6577540106951871, "eval_loss": 1.0548419952392578, "eval_precision": 0.6577540106951871, "eval_recall": 0.6577540106951871, "eval_runtime": 10.384, "eval_samples_per_second": 18.008, "eval_steps_per_second": 4.526, "step": 400 }, { "epoch": 2.67, "learning_rate": 4.732620320855615e-05, "loss": 1.271, "step": 500 }, { "epoch": 3.21, "eval_accuracy": 0.6631016042780749, "eval_f1": 0.6631016042780749, "eval_loss": 1.257256031036377, "eval_precision": 0.6631016042780749, "eval_recall": 0.6631016042780749, "eval_runtime": 10.09, "eval_samples_per_second": 18.533, "eval_steps_per_second": 4.658, "step": 600 }, { "epoch": 4.28, "eval_accuracy": 0.6577540106951871, "eval_f1": 0.6577540106951871, "eval_loss": 1.3473643064498901, "eval_precision": 0.6577540106951871, "eval_recall": 0.6577540106951871, "eval_runtime": 10.111, "eval_samples_per_second": 18.495, "eval_steps_per_second": 4.648, "step": 800 }, { "epoch": 5.35, "learning_rate": 4.4652406417112304e-05, "loss": 0.791, "step": 1000 }, { "epoch": 5.35, "eval_accuracy": 0.6844919786096256, "eval_f1": 0.6844919786096256, "eval_loss": 1.6341558694839478, "eval_precision": 0.6844919786096256, "eval_recall": 0.6844919786096256, "eval_runtime": 10.125, "eval_samples_per_second": 18.469, "eval_steps_per_second": 4.642, "step": 1000 }, { "epoch": 6.42, "eval_accuracy": 0.7272727272727273, "eval_f1": 0.7272727272727273, "eval_loss": 1.7296054363250732, "eval_precision": 0.7272727272727273, "eval_recall": 0.7272727272727273, "eval_runtime": 10.343, "eval_samples_per_second": 18.08, "eval_steps_per_second": 4.544, "step": 1200 }, { "epoch": 7.49, "eval_accuracy": 0.7112299465240641, "eval_f1": 0.7112299465240641, "eval_loss": 1.687750220298767, "eval_precision": 0.7112299465240641, "eval_recall": 0.7112299465240641, "eval_runtime": 10.345, "eval_samples_per_second": 18.076, "eval_steps_per_second": 4.543, "step": 1400 }, { "epoch": 8.02, "learning_rate": 4.197860962566845e-05, "loss": 0.5343, "step": 1500 }, { "epoch": 8.56, "eval_accuracy": 0.6951871657754011, "eval_f1": 0.6951871657754011, "eval_loss": 1.8570679426193237, "eval_precision": 0.6951871657754011, "eval_recall": 0.6951871657754011, "eval_runtime": 10.19, "eval_samples_per_second": 18.351, "eval_steps_per_second": 4.612, "step": 1600 }, { "epoch": 9.63, "eval_accuracy": 0.7058823529411765, "eval_f1": 0.7058823529411765, "eval_loss": 1.9290939569473267, "eval_precision": 0.7058823529411765, "eval_recall": 0.7058823529411765, "eval_runtime": 10.161, "eval_samples_per_second": 18.404, "eval_steps_per_second": 4.626, "step": 1800 }, { "epoch": 10.7, "learning_rate": 3.93048128342246e-05, "loss": 0.2934, "step": 2000 }, { "epoch": 10.7, "eval_accuracy": 0.7005347593582888, "eval_f1": 0.7005347593582888, "eval_loss": 1.9618135690689087, "eval_precision": 0.7005347593582888, "eval_recall": 0.7005347593582888, "eval_runtime": 10.233, "eval_samples_per_second": 18.274, "eval_steps_per_second": 4.593, "step": 2000 }, { "epoch": 11.76, "eval_accuracy": 0.7272727272727273, "eval_f1": 0.7272727272727273, "eval_loss": 1.8590352535247803, "eval_precision": 0.7272727272727273, "eval_recall": 0.7272727272727273, "eval_runtime": 10.155, "eval_samples_per_second": 18.415, "eval_steps_per_second": 4.628, "step": 2200 }, { "epoch": 12.83, "eval_accuracy": 0.732620320855615, "eval_f1": 0.7326203208556151, "eval_loss": 2.042591094970703, "eval_precision": 0.732620320855615, "eval_recall": 0.732620320855615, "eval_runtime": 10.107, "eval_samples_per_second": 18.502, "eval_steps_per_second": 4.65, "step": 2400 }, { "epoch": 13.37, "learning_rate": 3.6631016042780753e-05, "loss": 0.1892, "step": 2500 }, { "epoch": 13.9, "eval_accuracy": 0.7058823529411765, "eval_f1": 0.7058823529411765, "eval_loss": 2.264678716659546, "eval_precision": 0.7058823529411765, "eval_recall": 0.7058823529411765, "eval_runtime": 10.161, "eval_samples_per_second": 18.404, "eval_steps_per_second": 4.626, "step": 2600 }, { "epoch": 14.97, "eval_accuracy": 0.7112299465240641, "eval_f1": 0.7112299465240641, "eval_loss": 2.111647844314575, "eval_precision": 0.7112299465240641, "eval_recall": 0.7112299465240641, "eval_runtime": 10.145, "eval_samples_per_second": 18.433, "eval_steps_per_second": 4.633, "step": 2800 }, { "epoch": 16.04, "learning_rate": 3.39572192513369e-05, "loss": 0.129, "step": 3000 }, { "epoch": 16.04, "eval_accuracy": 0.7165775401069518, "eval_f1": 0.7165775401069518, "eval_loss": 2.1683263778686523, "eval_precision": 0.7165775401069518, "eval_recall": 0.7165775401069518, "eval_runtime": 10.287, "eval_samples_per_second": 18.178, "eval_steps_per_second": 4.569, "step": 3000 }, { "epoch": 17.11, "eval_accuracy": 0.7165775401069518, "eval_f1": 0.7165775401069518, "eval_loss": 2.329145669937134, "eval_precision": 0.7165775401069518, "eval_recall": 0.7165775401069518, "eval_runtime": 10.188, "eval_samples_per_second": 18.355, "eval_steps_per_second": 4.613, "step": 3200 }, { "epoch": 18.18, "eval_accuracy": 0.6898395721925134, "eval_f1": 0.6898395721925134, "eval_loss": 2.538438081741333, "eval_precision": 0.6898395721925134, "eval_recall": 0.6898395721925134, "eval_runtime": 10.202, "eval_samples_per_second": 18.33, "eval_steps_per_second": 4.607, "step": 3400 }, { "epoch": 18.72, "learning_rate": 3.128342245989305e-05, "loss": 0.1084, "step": 3500 }, { "epoch": 19.25, "eval_accuracy": 0.6951871657754011, "eval_f1": 0.6951871657754011, "eval_loss": 2.630084753036499, "eval_precision": 0.6951871657754011, "eval_recall": 0.6951871657754011, "eval_runtime": 10.362, "eval_samples_per_second": 18.047, "eval_steps_per_second": 4.536, "step": 3600 }, { "epoch": 20.32, "eval_accuracy": 0.6684491978609626, "eval_f1": 0.6684491978609626, "eval_loss": 2.8742926120758057, "eval_precision": 0.6684491978609626, "eval_recall": 0.6684491978609626, "eval_runtime": 10.323, "eval_samples_per_second": 18.115, "eval_steps_per_second": 4.553, "step": 3800 }, { "epoch": 21.39, "learning_rate": 2.8609625668449196e-05, "loss": 0.0935, "step": 4000 }, { "epoch": 21.39, "eval_accuracy": 0.7219251336898396, "eval_f1": 0.7219251336898396, "eval_loss": 2.320441484451294, "eval_precision": 0.7219251336898396, "eval_recall": 0.7219251336898396, "eval_runtime": 10.306, "eval_samples_per_second": 18.145, "eval_steps_per_second": 4.56, "step": 4000 } ], "max_steps": 9350, "num_train_epochs": 50, "total_flos": 4198877016109056.0, "trial_name": null, "trial_params": null }