{ "best_metric": 0.45186951756477356, "best_model_checkpoint": "autotrain-cgknk-ucsd7/checkpoint-69", "epoch": 3.0, "eval_steps": 500, "global_step": 69, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.04, "learning_rate": 7.142857142857143e-06, "loss": 1.3729, "step": 1 }, { "epoch": 0.09, "learning_rate": 1.4285714285714285e-05, "loss": 1.3925, "step": 2 }, { "epoch": 0.13, "learning_rate": 2.1428571428571428e-05, "loss": 1.3467, "step": 3 }, { "epoch": 0.17, "learning_rate": 2.857142857142857e-05, "loss": 1.3622, "step": 4 }, { "epoch": 0.22, "learning_rate": 3.571428571428572e-05, "loss": 1.3501, "step": 5 }, { "epoch": 0.26, "learning_rate": 4.2857142857142856e-05, "loss": 1.4273, "step": 6 }, { "epoch": 0.3, "learning_rate": 5e-05, "loss": 1.1846, "step": 7 }, { "epoch": 0.35, "learning_rate": 4.9193548387096775e-05, "loss": 1.0239, "step": 8 }, { "epoch": 0.39, "learning_rate": 4.8387096774193554e-05, "loss": 1.1007, "step": 9 }, { "epoch": 0.43, "learning_rate": 4.7580645161290326e-05, "loss": 0.8872, "step": 10 }, { "epoch": 0.48, "learning_rate": 4.67741935483871e-05, "loss": 0.6495, "step": 11 }, { "epoch": 0.52, "learning_rate": 4.596774193548387e-05, "loss": 0.8359, "step": 12 }, { "epoch": 0.57, "learning_rate": 4.516129032258064e-05, "loss": 0.9285, "step": 13 }, { "epoch": 0.61, "learning_rate": 4.435483870967742e-05, "loss": 0.8296, "step": 14 }, { "epoch": 0.65, "learning_rate": 4.3548387096774194e-05, "loss": 0.4654, "step": 15 }, { "epoch": 0.7, "learning_rate": 4.2741935483870973e-05, "loss": 0.743, "step": 16 }, { "epoch": 0.74, "learning_rate": 4.1935483870967746e-05, "loss": 0.9514, "step": 17 }, { "epoch": 0.78, "learning_rate": 4.112903225806452e-05, "loss": 1.0205, "step": 18 }, { "epoch": 0.83, "learning_rate": 4.032258064516129e-05, "loss": 0.7075, "step": 19 }, { "epoch": 0.87, "learning_rate": 3.951612903225806e-05, "loss": 0.9395, "step": 20 }, { "epoch": 0.91, "learning_rate": 3.870967741935484e-05, "loss": 0.6195, "step": 21 }, { "epoch": 0.96, "learning_rate": 3.7903225806451614e-05, "loss": 0.2973, "step": 22 }, { "epoch": 1.0, "learning_rate": 3.7096774193548386e-05, "loss": 0.9383, "step": 23 }, { "epoch": 1.0, "eval_accuracy": 0.8260869565217391, "eval_f1_macro": 0.44425770308123247, "eval_f1_micro": 0.8260869565217391, "eval_f1_weighted": 0.7692607477773717, "eval_loss": 0.6277322173118591, "eval_precision_macro": 0.4186507936507936, "eval_precision_micro": 0.8260869565217391, "eval_precision_weighted": 0.7213595583160801, "eval_recall_macro": 0.4744245524296675, "eval_recall_micro": 0.8260869565217391, "eval_recall_weighted": 0.8260869565217391, "eval_runtime": 0.6688, "eval_samples_per_second": 68.776, "eval_steps_per_second": 4.485, "step": 23 }, { "epoch": 1.04, "learning_rate": 3.6290322580645165e-05, "loss": 0.7685, "step": 24 }, { "epoch": 1.09, "learning_rate": 3.548387096774194e-05, "loss": 0.3426, "step": 25 }, { "epoch": 1.13, "learning_rate": 3.467741935483872e-05, "loss": 0.8852, "step": 26 }, { "epoch": 1.17, "learning_rate": 3.387096774193548e-05, "loss": 0.2917, "step": 27 }, { "epoch": 1.22, "learning_rate": 3.306451612903226e-05, "loss": 0.2149, "step": 28 }, { "epoch": 1.26, "learning_rate": 3.2258064516129034e-05, "loss": 0.5661, "step": 29 }, { "epoch": 1.3, "learning_rate": 3.1451612903225806e-05, "loss": 0.8716, "step": 30 }, { "epoch": 1.35, "learning_rate": 3.0645161290322585e-05, "loss": 0.5167, "step": 31 }, { "epoch": 1.39, "learning_rate": 2.9838709677419357e-05, "loss": 0.4871, "step": 32 }, { "epoch": 1.43, "learning_rate": 2.9032258064516133e-05, "loss": 0.5126, "step": 33 }, { "epoch": 1.48, "learning_rate": 2.822580645161291e-05, "loss": 0.1555, "step": 34 }, { "epoch": 1.52, "learning_rate": 2.7419354838709678e-05, "loss": 1.0101, "step": 35 }, { "epoch": 1.57, "learning_rate": 2.661290322580645e-05, "loss": 0.1561, "step": 36 }, { "epoch": 1.61, "learning_rate": 2.5806451612903226e-05, "loss": 0.7768, "step": 37 }, { "epoch": 1.65, "learning_rate": 2.5e-05, "loss": 0.7654, "step": 38 }, { "epoch": 1.7, "learning_rate": 2.4193548387096777e-05, "loss": 0.4026, "step": 39 }, { "epoch": 1.74, "learning_rate": 2.338709677419355e-05, "loss": 0.6544, "step": 40 }, { "epoch": 1.78, "learning_rate": 2.258064516129032e-05, "loss": 0.1682, "step": 41 }, { "epoch": 1.83, "learning_rate": 2.1774193548387097e-05, "loss": 0.6621, "step": 42 }, { "epoch": 1.87, "learning_rate": 2.0967741935483873e-05, "loss": 0.5287, "step": 43 }, { "epoch": 1.91, "learning_rate": 2.0161290322580645e-05, "loss": 0.5501, "step": 44 }, { "epoch": 1.96, "learning_rate": 1.935483870967742e-05, "loss": 0.4162, "step": 45 }, { "epoch": 2.0, "learning_rate": 1.8548387096774193e-05, "loss": 0.5118, "step": 46 }, { "epoch": 2.0, "eval_accuracy": 0.8478260869565217, "eval_f1_macro": 0.45611111111111113, "eval_f1_micro": 0.8478260869565218, "eval_f1_weighted": 0.7890338164251207, "eval_loss": 0.4621887505054474, "eval_precision_macro": 0.4273879142300195, "eval_precision_micro": 0.8478260869565217, "eval_precision_weighted": 0.7380710229680482, "eval_recall_macro": 0.4891304347826087, "eval_recall_micro": 0.8478260869565217, "eval_recall_weighted": 0.8478260869565217, "eval_runtime": 0.6179, "eval_samples_per_second": 74.442, "eval_steps_per_second": 4.855, "step": 46 }, { "epoch": 2.04, "learning_rate": 1.774193548387097e-05, "loss": 0.3888, "step": 47 }, { "epoch": 2.09, "learning_rate": 1.693548387096774e-05, "loss": 0.3377, "step": 48 }, { "epoch": 2.13, "learning_rate": 1.6129032258064517e-05, "loss": 0.593, "step": 49 }, { "epoch": 2.17, "learning_rate": 1.5322580645161292e-05, "loss": 0.6547, "step": 50 }, { "epoch": 2.22, "learning_rate": 1.4516129032258066e-05, "loss": 0.2477, "step": 51 }, { "epoch": 2.26, "learning_rate": 1.3709677419354839e-05, "loss": 0.1499, "step": 52 }, { "epoch": 2.3, "learning_rate": 1.2903225806451613e-05, "loss": 0.1146, "step": 53 }, { "epoch": 2.35, "learning_rate": 1.2096774193548388e-05, "loss": 0.0913, "step": 54 }, { "epoch": 2.39, "learning_rate": 1.129032258064516e-05, "loss": 0.1403, "step": 55 }, { "epoch": 2.43, "learning_rate": 1.0483870967741936e-05, "loss": 0.3745, "step": 56 }, { "epoch": 2.48, "learning_rate": 9.67741935483871e-06, "loss": 0.9547, "step": 57 }, { "epoch": 2.52, "learning_rate": 8.870967741935484e-06, "loss": 0.0937, "step": 58 }, { "epoch": 2.57, "learning_rate": 8.064516129032258e-06, "loss": 0.4696, "step": 59 }, { "epoch": 2.61, "learning_rate": 7.258064516129033e-06, "loss": 0.436, "step": 60 }, { "epoch": 2.65, "learning_rate": 6.451612903225806e-06, "loss": 0.7999, "step": 61 }, { "epoch": 2.7, "learning_rate": 5.64516129032258e-06, "loss": 0.261, "step": 62 }, { "epoch": 2.74, "learning_rate": 4.838709677419355e-06, "loss": 0.2922, "step": 63 }, { "epoch": 2.78, "learning_rate": 4.032258064516129e-06, "loss": 0.958, "step": 64 }, { "epoch": 2.83, "learning_rate": 3.225806451612903e-06, "loss": 0.121, "step": 65 }, { "epoch": 2.87, "learning_rate": 2.4193548387096776e-06, "loss": 0.3745, "step": 66 }, { "epoch": 2.91, "learning_rate": 1.6129032258064516e-06, "loss": 0.0963, "step": 67 }, { "epoch": 2.96, "learning_rate": 8.064516129032258e-07, "loss": 0.4777, "step": 68 }, { "epoch": 3.0, "learning_rate": 0.0, "loss": 0.1715, "step": 69 }, { "epoch": 3.0, "eval_accuracy": 0.8695652173913043, "eval_f1_macro": 0.5878571428571429, "eval_f1_micro": 0.8695652173913043, "eval_f1_weighted": 0.8316149068322981, "eval_loss": 0.45186951756477356, "eval_precision_macro": 0.6898148148148148, "eval_precision_micro": 0.8695652173913043, "eval_precision_weighted": 0.8216586151368759, "eval_recall_macro": 0.572463768115942, "eval_recall_micro": 0.8695652173913043, "eval_recall_weighted": 0.8695652173913043, "eval_runtime": 0.5942, "eval_samples_per_second": 77.416, "eval_steps_per_second": 5.049, "step": 69 } ], "logging_steps": 1, "max_steps": 69, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "total_flos": 35717967148032.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }