{ "best_metric": null, "best_model_checkpoint": null, "epoch": 20.0, "eval_steps": 500, "global_step": 11940, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.8375209380234506, "grad_norm": 0.8667312860488892, "learning_rate": 4.581239530988275e-05, "loss": 7.6874, "step": 500 }, { "epoch": 1.675041876046901, "grad_norm": 1.0515320301055908, "learning_rate": 4.16247906197655e-05, "loss": 7.1236, "step": 1000 }, { "epoch": 2.5125628140703515, "grad_norm": 0.9544970393180847, "learning_rate": 3.7437185929648245e-05, "loss": 6.9511, "step": 1500 }, { "epoch": 3.3500837520938025, "grad_norm": 1.0608201026916504, "learning_rate": 3.324958123953099e-05, "loss": 6.8374, "step": 2000 }, { "epoch": 4.187604690117253, "grad_norm": 1.3822133541107178, "learning_rate": 2.906197654941374e-05, "loss": 6.7455, "step": 2500 }, { "epoch": 5.025125628140704, "grad_norm": 1.3496253490447998, "learning_rate": 2.4874371859296484e-05, "loss": 6.6841, "step": 3000 }, { "epoch": 5.8626465661641545, "grad_norm": 1.0734386444091797, "learning_rate": 2.0686767169179232e-05, "loss": 6.6407, "step": 3500 }, { "epoch": 6.700167504187605, "grad_norm": 1.4356346130371094, "learning_rate": 1.6499162479061976e-05, "loss": 6.6059, "step": 4000 }, { "epoch": 7.5376884422110555, "grad_norm": 1.3260369300842285, "learning_rate": 1.2311557788944725e-05, "loss": 6.5782, "step": 4500 }, { "epoch": 8.375209380234505, "grad_norm": 1.589943528175354, "learning_rate": 8.123953098827471e-06, "loss": 6.5581, "step": 5000 }, { "epoch": 9.212730318257956, "grad_norm": 1.1932653188705444, "learning_rate": 3.936348408710218e-06, "loss": 6.5496, "step": 5500 }, { "epoch": 10.0, "step": 5970, "total_flos": 7568723438714880.0, "train_loss": 6.792878454773869, "train_runtime": 2074.686, "train_samples_per_second": 92.024, "train_steps_per_second": 2.878 }, { "epoch": 10.050251256281408, "grad_norm": 1.6812041997909546, "learning_rate": 4.9874371859296486e-05, "loss": 6.5362, "step": 6000 }, { "epoch": 10.887772194304858, "grad_norm": 1.7040314674377441, "learning_rate": 4.778056951423786e-05, "loss": 6.542, "step": 6500 }, { "epoch": 11.725293132328309, "grad_norm": 1.5005360841751099, "learning_rate": 4.568676716917923e-05, "loss": 6.4812, "step": 7000 }, { "epoch": 12.56281407035176, "grad_norm": 2.1963107585906982, "learning_rate": 4.35929648241206e-05, "loss": 6.4312, "step": 7500 }, { "epoch": 13.40033500837521, "grad_norm": 1.4487565755844116, "learning_rate": 4.1499162479061974e-05, "loss": 6.4049, "step": 8000 }, { "epoch": 14.23785594639866, "grad_norm": 1.7677375078201294, "learning_rate": 3.940536013400335e-05, "loss": 6.3664, "step": 8500 }, { "epoch": 15.075376884422111, "grad_norm": 1.8846427202224731, "learning_rate": 3.731155778894472e-05, "loss": 6.3339, "step": 9000 }, { "epoch": 15.912897822445562, "grad_norm": 1.711972713470459, "learning_rate": 3.5217755443886095e-05, "loss": 6.3093, "step": 9500 }, { "epoch": 16.75041876046901, "grad_norm": 1.8777658939361572, "learning_rate": 3.312395309882747e-05, "loss": 6.2826, "step": 10000 }, { "epoch": 17.587939698492463, "grad_norm": 1.5985726118087769, "learning_rate": 3.103015075376884e-05, "loss": 6.2612, "step": 10500 }, { "epoch": 18.42546063651591, "grad_norm": 1.8098769187927246, "learning_rate": 2.8936348408710216e-05, "loss": 6.2504, "step": 11000 }, { "epoch": 19.262981574539364, "grad_norm": 1.4644687175750732, "learning_rate": 2.684254606365159e-05, "loss": 6.2358, "step": 11500 }, { "epoch": 20.0, "step": 11940, "total_flos": 1.513744687742976e+16, "train_loss": 3.172654545207319, "train_runtime": 2061.7586, "train_samples_per_second": 185.201, "train_steps_per_second": 5.791 } ], "logging_steps": 500, "max_steps": 11940, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 1000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.513744687742976e+16, "train_batch_size": 32, "trial_name": null, "trial_params": null }