{ "best_metric": 1.181362271308899, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 0.02109704641350211, "eval_steps": 5, "global_step": 25, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0008438818565400844, "grad_norm": 2.0711374282836914, "learning_rate": 2e-05, "loss": 5.9734, "step": 1 }, { "epoch": 0.0008438818565400844, "eval_loss": 1.4170056581497192, "eval_runtime": 57.0556, "eval_samples_per_second": 8.746, "eval_steps_per_second": 4.382, "step": 1 }, { "epoch": 0.0016877637130801688, "grad_norm": 2.027665138244629, "learning_rate": 4e-05, "loss": 6.0228, "step": 2 }, { "epoch": 0.002531645569620253, "grad_norm": 1.9190106391906738, "learning_rate": 6e-05, "loss": 5.6071, "step": 3 }, { "epoch": 0.0033755274261603376, "grad_norm": 1.842444658279419, "learning_rate": 8e-05, "loss": 5.8858, "step": 4 }, { "epoch": 0.004219409282700422, "grad_norm": 1.845279574394226, "learning_rate": 0.0001, "loss": 5.8225, "step": 5 }, { "epoch": 0.004219409282700422, "eval_loss": 1.3906506299972534, "eval_runtime": 51.09, "eval_samples_per_second": 9.767, "eval_steps_per_second": 4.893, "step": 5 }, { "epoch": 0.005063291139240506, "grad_norm": 1.810034990310669, "learning_rate": 0.00012, "loss": 5.7927, "step": 6 }, { "epoch": 0.00590717299578059, "grad_norm": 1.8367875814437866, "learning_rate": 0.00014, "loss": 5.5588, "step": 7 }, { "epoch": 0.006751054852320675, "grad_norm": 1.7529375553131104, "learning_rate": 0.00016, "loss": 5.1275, "step": 8 }, { "epoch": 0.007594936708860759, "grad_norm": 2.033984422683716, "learning_rate": 0.00018, "loss": 5.6724, "step": 9 }, { "epoch": 0.008438818565400843, "grad_norm": 1.9493958950042725, "learning_rate": 0.0002, "loss": 5.6368, "step": 10 }, { "epoch": 0.008438818565400843, "eval_loss": 1.3001285791397095, "eval_runtime": 50.9453, "eval_samples_per_second": 9.795, "eval_steps_per_second": 4.907, "step": 10 }, { "epoch": 0.009282700421940928, "grad_norm": 1.998062014579773, "learning_rate": 0.00019781476007338058, "loss": 5.1065, "step": 11 }, { "epoch": 0.010126582278481013, "grad_norm": 2.0567452907562256, "learning_rate": 0.0001913545457642601, "loss": 5.0806, "step": 12 }, { "epoch": 0.010970464135021098, "grad_norm": 2.400956153869629, "learning_rate": 0.00018090169943749476, "loss": 5.499, "step": 13 }, { "epoch": 0.01181434599156118, "grad_norm": 2.553539991378784, "learning_rate": 0.00016691306063588583, "loss": 5.1545, "step": 14 }, { "epoch": 0.012658227848101266, "grad_norm": 2.5420608520507812, "learning_rate": 0.00015000000000000001, "loss": 5.5475, "step": 15 }, { "epoch": 0.012658227848101266, "eval_loss": 1.226226568222046, "eval_runtime": 50.6579, "eval_samples_per_second": 9.85, "eval_steps_per_second": 4.935, "step": 15 }, { "epoch": 0.01350210970464135, "grad_norm": 2.7176949977874756, "learning_rate": 0.00013090169943749476, "loss": 5.1463, "step": 16 }, { "epoch": 0.014345991561181435, "grad_norm": 2.3419106006622314, "learning_rate": 0.00011045284632676536, "loss": 5.0369, "step": 17 }, { "epoch": 0.015189873417721518, "grad_norm": 2.250117063522339, "learning_rate": 8.954715367323468e-05, "loss": 4.8538, "step": 18 }, { "epoch": 0.016033755274261603, "grad_norm": 2.4466376304626465, "learning_rate": 6.909830056250527e-05, "loss": 4.7334, "step": 19 }, { "epoch": 0.016877637130801686, "grad_norm": 2.1515731811523438, "learning_rate": 5.000000000000002e-05, "loss": 4.627, "step": 20 }, { "epoch": 0.016877637130801686, "eval_loss": 1.1878825426101685, "eval_runtime": 50.5519, "eval_samples_per_second": 9.871, "eval_steps_per_second": 4.945, "step": 20 }, { "epoch": 0.017721518987341773, "grad_norm": 2.3416247367858887, "learning_rate": 3.308693936411421e-05, "loss": 4.5793, "step": 21 }, { "epoch": 0.018565400843881856, "grad_norm": 2.2775752544403076, "learning_rate": 1.9098300562505266e-05, "loss": 5.1094, "step": 22 }, { "epoch": 0.019409282700421943, "grad_norm": 2.109225273132324, "learning_rate": 8.645454235739903e-06, "loss": 4.7605, "step": 23 }, { "epoch": 0.020253164556962026, "grad_norm": 2.3400514125823975, "learning_rate": 2.1852399266194314e-06, "loss": 5.101, "step": 24 }, { "epoch": 0.02109704641350211, "grad_norm": 2.5060057640075684, "learning_rate": 0.0, "loss": 5.1635, "step": 25 }, { "epoch": 0.02109704641350211, "eval_loss": 1.181362271308899, "eval_runtime": 50.8237, "eval_samples_per_second": 9.818, "eval_steps_per_second": 4.919, "step": 25 } ], "logging_steps": 1, "max_steps": 25, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 10, "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": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1493828213145600.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }