{ "best_global_step": null, "best_metric": 2.5244338512420654, "best_model_checkpoint": null, "epoch": 10.0, "eval_steps": 500, "global_step": 19450, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 7.744540691375732, "learning_rate": 3.600616966580978e-05, "loss": 3.7164, "step": 1945 }, { "epoch": 1.0, "eval_loss": 3.2547335624694824, "eval_runtime": 24.9102, "eval_samples_per_second": 139.14, "eval_steps_per_second": 17.423, "step": 1945 }, { "epoch": 2.0, "grad_norm": 7.693874359130859, "learning_rate": 3.200822622107969e-05, "loss": 3.1887, "step": 3890 }, { "epoch": 2.0, "eval_loss": 3.0059654712677, "eval_runtime": 24.8889, "eval_samples_per_second": 139.259, "eval_steps_per_second": 17.438, "step": 3890 }, { "epoch": 3.0, "grad_norm": 7.287598609924316, "learning_rate": 2.8010282776349616e-05, "loss": 2.9816, "step": 5835 }, { "epoch": 3.0, "eval_loss": 2.8556885719299316, "eval_runtime": 24.9739, "eval_samples_per_second": 138.785, "eval_steps_per_second": 17.378, "step": 5835 }, { "epoch": 4.0, "grad_norm": 6.844884872436523, "learning_rate": 2.401439588688946e-05, "loss": 2.8566, "step": 7780 }, { "epoch": 4.0, "eval_loss": 2.7777276039123535, "eval_runtime": 24.9528, "eval_samples_per_second": 138.902, "eval_steps_per_second": 17.393, "step": 7780 }, { "epoch": 5.0, "grad_norm": 6.421507835388184, "learning_rate": 2.001439588688946e-05, "loss": 2.7497, "step": 9725 }, { "epoch": 5.0, "eval_loss": 2.706150531768799, "eval_runtime": 25.4567, "eval_samples_per_second": 136.153, "eval_steps_per_second": 17.049, "step": 9725 }, { "epoch": 6.0, "grad_norm": 7.025661945343018, "learning_rate": 1.6014395886889463e-05, "loss": 2.6705, "step": 11670 }, { "epoch": 6.0, "eval_loss": 2.644594430923462, "eval_runtime": 24.4453, "eval_samples_per_second": 141.786, "eval_steps_per_second": 17.754, "step": 11670 }, { "epoch": 7.0, "grad_norm": 7.462997913360596, "learning_rate": 1.201439588688946e-05, "loss": 2.6134, "step": 13615 }, { "epoch": 7.0, "eval_loss": 2.6067004203796387, "eval_runtime": 25.7293, "eval_samples_per_second": 134.71, "eval_steps_per_second": 16.868, "step": 13615 }, { "epoch": 8.0, "grad_norm": 6.885842800140381, "learning_rate": 8.016452442159383e-06, "loss": 2.5566, "step": 15560 }, { "epoch": 8.0, "eval_loss": 2.5567843914031982, "eval_runtime": 26.1325, "eval_samples_per_second": 132.632, "eval_steps_per_second": 16.608, "step": 15560 }, { "epoch": 9.0, "grad_norm": 6.753671646118164, "learning_rate": 4.02056555269923e-06, "loss": 2.5294, "step": 17505 }, { "epoch": 9.0, "eval_loss": 2.5612432956695557, "eval_runtime": 23.421, "eval_samples_per_second": 147.987, "eval_steps_per_second": 18.53, "step": 17505 }, { "epoch": 10.0, "grad_norm": 7.779834270477295, "learning_rate": 2.056555269922879e-08, "loss": 2.5018, "step": 19450 }, { "epoch": 10.0, "eval_loss": 2.5244338512420654, "eval_runtime": 26.3445, "eval_samples_per_second": 131.564, "eval_steps_per_second": 16.474, "step": 19450 }, { "epoch": 10.0, "step": 19450, "total_flos": 2.04819897090048e+16, "train_loss": 2.836465446256427, "train_runtime": 5611.6836, "train_samples_per_second": 55.481, "train_steps_per_second": 3.466 }, { "epoch": 10.0, "eval_loss": 2.5408458709716797, "eval_runtime": 26.4975, "eval_samples_per_second": 130.805, "eval_steps_per_second": 16.379, "step": 19450 } ], "logging_steps": 500, "max_steps": 19450, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 2, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": false, "should_training_stop": false }, "attributes": {} } }, "total_flos": 2.04819897090048e+16, "train_batch_size": 16, "trial_name": null, "trial_params": null }