{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 7.0, "eval_steps": 500, "global_step": 77, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.46875, "grad_norm": 4.618053901343934, "learning_rate": 2e-05, "loss": 0.9267, "loss_nan_ranks": 0, "loss_rank_avg": 0.2775108516216278, "step": 5, "valid_targets_mean": 10397.8, "valid_targets_min": 2361 }, { "epoch": 0.9375, "grad_norm": 1.790584402959514, "learning_rate": 3.9979273472934556e-05, "loss": 0.7924, "loss_nan_ranks": 0, "loss_rank_avg": 0.24930989742279053, "step": 10, "valid_targets_mean": 11106.3, "valid_targets_min": 2024 }, { "epoch": 1.375, "grad_norm": 0.7677108313035453, "learning_rate": 3.925834574695599e-05, "loss": 0.7306, "loss_nan_ranks": 0, "loss_rank_avg": 0.26121610403060913, "step": 15, "valid_targets_mean": 11634.1, "valid_targets_min": 2357 }, { "epoch": 1.84375, "grad_norm": 0.5966576040620364, "learning_rate": 3.754365204805189e-05, "loss": 0.6863, "loss_nan_ranks": 0, "loss_rank_avg": 0.26030510663986206, "step": 20, "valid_targets_mean": 11225.4, "valid_targets_min": 2461 }, { "epoch": 2.28125, "grad_norm": 0.5154141849393353, "learning_rate": 3.4923673716953717e-05, "loss": 0.6654, "loss_nan_ranks": 0, "loss_rank_avg": 0.22374999523162842, "step": 25, "valid_targets_mean": 10048.5, "valid_targets_min": 1446 }, { "epoch": 2.75, "grad_norm": 0.36786823091452653, "learning_rate": 3.153360644229735e-05, "loss": 0.6265, "loss_nan_ranks": 0, "loss_rank_avg": 0.21615391969680786, "step": 30, "valid_targets_mean": 10494.9, "valid_targets_min": 2380 }, { "epoch": 3.1875, "grad_norm": 0.2829903030397986, "learning_rate": 2.7548383915052287e-05, "loss": 0.6287, "loss_nan_ranks": 0, "loss_rank_avg": 0.19593819975852966, "step": 35, "valid_targets_mean": 10709.0, "valid_targets_min": 2289 }, { "epoch": 3.65625, "grad_norm": 0.26049127760963475, "learning_rate": 2.317365092912503e-05, "loss": 0.6027, "loss_nan_ranks": 0, "loss_rank_avg": 0.2036541998386383, "step": 40, "valid_targets_mean": 10705.1, "valid_targets_min": 3649 }, { "epoch": 4.09375, "grad_norm": 0.22627786472946976, "learning_rate": 1.8635151732706586e-05, "loss": 0.5976, "loss_nan_ranks": 0, "loss_rank_avg": 0.1876196265220642, "step": 45, "valid_targets_mean": 11062.9, "valid_targets_min": 2003 }, { "epoch": 4.5625, "grad_norm": 0.26569312607529016, "learning_rate": 1.4167081210903501e-05, "loss": 0.5903, "loss_nan_ranks": 0, "loss_rank_avg": 0.20486825704574585, "step": 50, "valid_targets_mean": 9806.9, "valid_targets_min": 3222 }, { "epoch": 5.0, "grad_norm": 0.23478162249932177, "learning_rate": 1.0000000000000006e-05, "loss": 0.5752, "loss_nan_ranks": 0, "loss_rank_avg": 0.3025435209274292, "step": 55, "valid_targets_mean": 12590.4, "valid_targets_min": 2809 }, { "epoch": 5.46875, "grad_norm": 0.20415423264064336, "learning_rate": 6.348937135626922e-06, "loss": 0.5848, "loss_nan_ranks": 0, "loss_rank_avg": 0.19273033738136292, "step": 60, "valid_targets_mean": 10790.1, "valid_targets_min": 1523 }, { "epoch": 5.9375, "grad_norm": 0.19045595214793523, "learning_rate": 3.402294160019499e-06, "loss": 0.5652, "loss_nan_ranks": 0, "loss_rank_avg": 0.1997273564338684, "step": 65, "valid_targets_mean": 11000.0, "valid_targets_min": 1559 }, { "epoch": 6.375, "grad_norm": 0.18501011315226856, "learning_rate": 1.3121232567865793e-06, "loss": 0.5675, "loss_nan_ranks": 0, "loss_rank_avg": 0.19713328778743744, "step": 70, "valid_targets_mean": 12062.0, "valid_targets_min": 3167 }, { "epoch": 6.84375, "grad_norm": 0.1910650829334838, "learning_rate": 1.862810792733849e-07, "loss": 0.5731, "loss_nan_ranks": 0, "loss_rank_avg": 0.1840532273054123, "step": 75, "valid_targets_mean": 9972.5, "valid_targets_min": 3772 }, { "epoch": 7.0, "step": 77, "total_flos": 2.891732460272353e+17, "train_loss": 0.0, "train_runtime": 0.8675, "train_samples_per_second": 8068.811, "train_steps_per_second": 88.757 } ], "logging_steps": 5, "max_steps": 77, "num_input_tokens_seen": 0, "num_train_epochs": 7, "save_steps": 300, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2.891732460272353e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }