{ "best_metric": null, "best_model_checkpoint": null, "epoch": 10.0, "eval_steps": 500, "global_step": 3180, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.9968553459119497, "grad_norm": 0.26659590005874634, "learning_rate": 0.00016775241359960757, "loss": 0.1876, "step": 317 }, { "epoch": 1.0, "eval_accuracy": 0.9, "eval_loss": 0.04595751687884331, "eval_runtime": 5.5039, "eval_samples_per_second": 563.242, "eval_steps_per_second": 11.81, "step": 318 }, { "epoch": 1.9937106918238994, "grad_norm": 0.1902252733707428, "learning_rate": 0.00015561522064766448, "loss": 0.0427, "step": 634 }, { "epoch": 2.0, "eval_accuracy": 0.9351612903225807, "eval_loss": 0.030528072267770767, "eval_runtime": 5.4415, "eval_samples_per_second": 569.694, "eval_steps_per_second": 11.945, "step": 636 }, { "epoch": 2.990566037735849, "grad_norm": 0.21384550631046295, "learning_rate": 0.00013670282173226981, "loss": 0.0291, "step": 951 }, { "epoch": 3.0, "eval_accuracy": 0.9364516129032258, "eval_loss": 0.02449769712984562, "eval_runtime": 5.4302, "eval_samples_per_second": 570.878, "eval_steps_per_second": 11.97, "step": 954 }, { "epoch": 3.9874213836477987, "grad_norm": 0.10294859856367111, "learning_rate": 0.00011285496445235415, "loss": 0.023, "step": 1268 }, { "epoch": 4.0, "eval_accuracy": 0.9435483870967742, "eval_loss": 0.021032005548477173, "eval_runtime": 5.5078, "eval_samples_per_second": 562.834, "eval_steps_per_second": 11.801, "step": 1272 }, { "epoch": 4.984276729559748, "grad_norm": 0.06512714922428131, "learning_rate": 8.639150460022785e-05, "loss": 0.0201, "step": 1585 }, { "epoch": 5.0, "eval_accuracy": 0.9490322580645161, "eval_loss": 0.01880320906639099, "eval_runtime": 5.4592, "eval_samples_per_second": 567.844, "eval_steps_per_second": 11.906, "step": 1590 }, { "epoch": 5.981132075471698, "grad_norm": 0.09834893047809601, "learning_rate": 5.988673679288492e-05, "loss": 0.018, "step": 1902 }, { "epoch": 6.0, "eval_accuracy": 0.9480645161290323, "eval_loss": 0.018181176856160164, "eval_runtime": 5.4267, "eval_samples_per_second": 571.246, "eval_steps_per_second": 11.978, "step": 1908 }, { "epoch": 6.977987421383648, "grad_norm": 0.09281986206769943, "learning_rate": 3.591897397475451e-05, "loss": 0.0167, "step": 2219 }, { "epoch": 7.0, "eval_accuracy": 0.9474193548387096, "eval_loss": 0.017256448045372963, "eval_runtime": 5.5033, "eval_samples_per_second": 563.302, "eval_steps_per_second": 11.811, "step": 2226 }, { "epoch": 7.9748427672955975, "grad_norm": 0.0637020543217659, "learning_rate": 1.681973602830377e-05, "loss": 0.0158, "step": 2536 }, { "epoch": 8.0, "eval_accuracy": 0.9483870967741935, "eval_loss": 0.01661858893930912, "eval_runtime": 5.4493, "eval_samples_per_second": 568.879, "eval_steps_per_second": 11.928, "step": 2544 }, { "epoch": 8.971698113207546, "grad_norm": 0.0715932622551918, "learning_rate": 4.446945753838205e-06, "loss": 0.0152, "step": 2853 }, { "epoch": 9.0, "eval_accuracy": 0.9487096774193549, "eval_loss": 0.016348928213119507, "eval_runtime": 5.423, "eval_samples_per_second": 571.636, "eval_steps_per_second": 11.986, "step": 2862 }, { "epoch": 9.968553459119496, "grad_norm": 0.057582587003707886, "learning_rate": 4.195107161476372e-09, "loss": 0.0149, "step": 3170 } ], "logging_steps": 317, "max_steps": 3180, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 1000000000.0, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 825404033099184.0, "train_batch_size": 48, "trial_name": null, "trial_params": { "alpha": 0.2541194692185785, "learning_rate": 0.00017193372690989549, "lr_scheduler_type": "cosine", "num_train_epochs": 10, "temperature": 11.572807433105293, "weight_decay": 0.16868839944734676 } }