{ "best_metric": null, "best_model_checkpoint": null, "epoch": 10.0, "global_step": 5530, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.36, "learning_rate": 9.64737793851718e-06, "loss": 0.4565, "step": 200 }, { "epoch": 0.72, "learning_rate": 9.285714285714288e-06, "loss": 0.2794, "step": 400 }, { "epoch": 1.0, "eval_f1": 0.8460078451221056, "eval_loss": 0.23727749288082123, "eval_runtime": 1.2571, "eval_samples_per_second": 3128.599, "eval_steps_per_second": 49.319, "step": 553 }, { "epoch": 1.08, "learning_rate": 8.924050632911393e-06, "loss": 0.2371, "step": 600 }, { "epoch": 1.45, "learning_rate": 8.562386980108501e-06, "loss": 0.2237, "step": 800 }, { "epoch": 1.81, "learning_rate": 8.200723327305607e-06, "loss": 0.208, "step": 1000 }, { "epoch": 2.0, "eval_f1": 0.8584722760759984, "eval_loss": 0.2176441252231598, "eval_runtime": 1.2612, "eval_samples_per_second": 3118.527, "eval_steps_per_second": 49.161, "step": 1106 }, { "epoch": 2.17, "learning_rate": 7.839059674502714e-06, "loss": 0.2034, "step": 1200 }, { "epoch": 2.53, "learning_rate": 7.47739602169982e-06, "loss": 0.1856, "step": 1400 }, { "epoch": 2.89, "learning_rate": 7.115732368896926e-06, "loss": 0.1915, "step": 1600 }, { "epoch": 3.0, "eval_f1": 0.8542068079640335, "eval_loss": 0.20573046803474426, "eval_runtime": 1.2605, "eval_samples_per_second": 3120.201, "eval_steps_per_second": 49.187, "step": 1659 }, { "epoch": 3.25, "learning_rate": 6.754068716094033e-06, "loss": 0.1757, "step": 1800 }, { "epoch": 3.62, "learning_rate": 6.392405063291139e-06, "loss": 0.163, "step": 2000 }, { "epoch": 3.98, "learning_rate": 6.0307414104882465e-06, "loss": 0.1662, "step": 2200 }, { "epoch": 4.0, "eval_f1": 0.8634553628773282, "eval_loss": 0.22162207961082458, "eval_runtime": 1.2593, "eval_samples_per_second": 3123.225, "eval_steps_per_second": 49.235, "step": 2212 }, { "epoch": 4.34, "learning_rate": 5.669077757685353e-06, "loss": 0.1514, "step": 2400 }, { "epoch": 4.7, "learning_rate": 5.30741410488246e-06, "loss": 0.1472, "step": 2600 }, { "epoch": 5.0, "eval_f1": 0.870850622406639, "eval_loss": 0.21599918603897095, "eval_runtime": 1.2572, "eval_samples_per_second": 3128.475, "eval_steps_per_second": 49.317, "step": 2765 }, { "epoch": 5.06, "learning_rate": 4.9457504520795664e-06, "loss": 0.1502, "step": 2800 }, { "epoch": 5.42, "learning_rate": 4.584086799276673e-06, "loss": 0.1321, "step": 3000 }, { "epoch": 5.79, "learning_rate": 4.22242314647378e-06, "loss": 0.132, "step": 3200 }, { "epoch": 6.0, "eval_f1": 0.8702744691869497, "eval_loss": 0.2296592891216278, "eval_runtime": 1.2604, "eval_samples_per_second": 3120.552, "eval_steps_per_second": 49.193, "step": 3318 }, { "epoch": 6.15, "learning_rate": 3.860759493670886e-06, "loss": 0.1311, "step": 3400 }, { "epoch": 6.51, "learning_rate": 3.499095840867993e-06, "loss": 0.1204, "step": 3600 }, { "epoch": 6.87, "learning_rate": 3.1374321880650997e-06, "loss": 0.1255, "step": 3800 }, { "epoch": 7.0, "eval_f1": 0.8709216170544651, "eval_loss": 0.2616898715496063, "eval_runtime": 1.259, "eval_samples_per_second": 3123.885, "eval_steps_per_second": 49.245, "step": 3871 }, { "epoch": 7.23, "learning_rate": 2.7757685352622067e-06, "loss": 0.1178, "step": 4000 }, { "epoch": 7.59, "learning_rate": 2.414104882459313e-06, "loss": 0.1067, "step": 4200 }, { "epoch": 7.96, "learning_rate": 2.0524412296564196e-06, "loss": 0.1162, "step": 4400 }, { "epoch": 8.0, "eval_f1": 0.8737610850286907, "eval_loss": 0.2972545921802521, "eval_runtime": 1.2617, "eval_samples_per_second": 3117.195, "eval_steps_per_second": 49.14, "step": 4424 }, { "epoch": 8.32, "learning_rate": 1.6907775768535265e-06, "loss": 0.0998, "step": 4600 }, { "epoch": 8.68, "learning_rate": 1.3291139240506329e-06, "loss": 0.1036, "step": 4800 }, { "epoch": 9.0, "eval_f1": 0.8713283077722902, "eval_loss": 0.2818024754524231, "eval_runtime": 1.2619, "eval_samples_per_second": 3116.737, "eval_steps_per_second": 49.132, "step": 4977 }, { "epoch": 9.04, "learning_rate": 9.692585895117542e-07, "loss": 0.1046, "step": 5000 }, { "epoch": 9.4, "learning_rate": 6.075949367088608e-07, "loss": 0.0923, "step": 5200 }, { "epoch": 9.76, "learning_rate": 2.4593128390596746e-07, "loss": 0.1, "step": 5400 }, { "epoch": 10.0, "eval_f1": 0.8746249184605349, "eval_loss": 0.3006608486175537, "eval_runtime": 1.2724, "eval_samples_per_second": 3090.907, "eval_steps_per_second": 48.725, "step": 5530 }, { "epoch": 10.0, "step": 5530, "total_flos": 2.160884009653253e+16, "train_loss": 0.16197810992194342, "train_runtime": 673.3062, "train_samples_per_second": 525.63, "train_steps_per_second": 8.213 } ], "max_steps": 5530, "num_train_epochs": 10, "total_flos": 2.160884009653253e+16, "trial_name": null, "trial_params": null }