{ "best_metric": 0.3470727503299713, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.746268656716418, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.014925373134328358, "grad_norm": 64.46163177490234, "learning_rate": 5e-06, "loss": 14.5135, "step": 1 }, { "epoch": 0.014925373134328358, "eval_loss": 13.512981414794922, "eval_runtime": 2.1601, "eval_samples_per_second": 52.313, "eval_steps_per_second": 6.944, "step": 1 }, { "epoch": 0.029850746268656716, "grad_norm": 69.60806274414062, "learning_rate": 1e-05, "loss": 13.3071, "step": 2 }, { "epoch": 0.04477611940298507, "grad_norm": 79.73008728027344, "learning_rate": 1.5e-05, "loss": 13.0762, "step": 3 }, { "epoch": 0.05970149253731343, "grad_norm": 73.28142547607422, "learning_rate": 2e-05, "loss": 13.2359, "step": 4 }, { "epoch": 0.07462686567164178, "grad_norm": 83.07388305664062, "learning_rate": 2.5e-05, "loss": 11.9312, "step": 5 }, { "epoch": 0.08955223880597014, "grad_norm": 145.44117736816406, "learning_rate": 3e-05, "loss": 8.7698, "step": 6 }, { "epoch": 0.1044776119402985, "grad_norm": 138.7646942138672, "learning_rate": 3.5e-05, "loss": 7.7651, "step": 7 }, { "epoch": 0.11940298507462686, "grad_norm": 104.47525024414062, "learning_rate": 4e-05, "loss": 4.8383, "step": 8 }, { "epoch": 0.13432835820895522, "grad_norm": 77.86751556396484, "learning_rate": 4.5e-05, "loss": 2.5665, "step": 9 }, { "epoch": 0.14925373134328357, "grad_norm": 65.10105895996094, "learning_rate": 5e-05, "loss": 2.3387, "step": 10 }, { "epoch": 0.16417910447761194, "grad_norm": 91.4745101928711, "learning_rate": 5.500000000000001e-05, "loss": 1.1481, "step": 11 }, { "epoch": 0.1791044776119403, "grad_norm": 81.2979965209961, "learning_rate": 6e-05, "loss": 1.0484, "step": 12 }, { "epoch": 0.19402985074626866, "grad_norm": 148.3818817138672, "learning_rate": 6.500000000000001e-05, "loss": 1.5095, "step": 13 }, { "epoch": 0.208955223880597, "grad_norm": 47.15331268310547, "learning_rate": 7e-05, "loss": 0.9277, "step": 14 }, { "epoch": 0.22388059701492538, "grad_norm": 22.466577529907227, "learning_rate": 7.500000000000001e-05, "loss": 0.4809, "step": 15 }, { "epoch": 0.23880597014925373, "grad_norm": 40.23644256591797, "learning_rate": 8e-05, "loss": 0.6376, "step": 16 }, { "epoch": 0.2537313432835821, "grad_norm": 29.990840911865234, "learning_rate": 8.5e-05, "loss": 0.4307, "step": 17 }, { "epoch": 0.26865671641791045, "grad_norm": 32.61766052246094, "learning_rate": 9e-05, "loss": 0.6899, "step": 18 }, { "epoch": 0.2835820895522388, "grad_norm": 17.3817081451416, "learning_rate": 9.5e-05, "loss": 0.4744, "step": 19 }, { "epoch": 0.29850746268656714, "grad_norm": 11.87378978729248, "learning_rate": 0.0001, "loss": 0.3952, "step": 20 }, { "epoch": 0.31343283582089554, "grad_norm": 15.681315422058105, "learning_rate": 9.972609476841367e-05, "loss": 0.5161, "step": 21 }, { "epoch": 0.3283582089552239, "grad_norm": 8.95601749420166, "learning_rate": 9.890738003669029e-05, "loss": 0.4197, "step": 22 }, { "epoch": 0.34328358208955223, "grad_norm": 6.909678936004639, "learning_rate": 9.755282581475769e-05, "loss": 0.3946, "step": 23 }, { "epoch": 0.3582089552238806, "grad_norm": 11.765785217285156, "learning_rate": 9.567727288213005e-05, "loss": 0.4364, "step": 24 }, { "epoch": 0.373134328358209, "grad_norm": 8.819604873657227, "learning_rate": 9.330127018922194e-05, "loss": 0.5176, "step": 25 }, { "epoch": 0.373134328358209, "eval_loss": 0.3588247001171112, "eval_runtime": 1.7784, "eval_samples_per_second": 63.541, "eval_steps_per_second": 8.435, "step": 25 }, { "epoch": 0.3880597014925373, "grad_norm": 2.579695701599121, "learning_rate": 9.045084971874738e-05, "loss": 0.3718, "step": 26 }, { "epoch": 0.40298507462686567, "grad_norm": 5.7628350257873535, "learning_rate": 8.715724127386972e-05, "loss": 0.3655, "step": 27 }, { "epoch": 0.417910447761194, "grad_norm": 6.77158784866333, "learning_rate": 8.345653031794292e-05, "loss": 0.3935, "step": 28 }, { "epoch": 0.43283582089552236, "grad_norm": 8.212152481079102, "learning_rate": 7.938926261462366e-05, "loss": 0.4286, "step": 29 }, { "epoch": 0.44776119402985076, "grad_norm": 2.4192326068878174, "learning_rate": 7.500000000000001e-05, "loss": 0.349, "step": 30 }, { "epoch": 0.4626865671641791, "grad_norm": 1.9714003801345825, "learning_rate": 7.033683215379002e-05, "loss": 0.3515, "step": 31 }, { "epoch": 0.47761194029850745, "grad_norm": 13.655623435974121, "learning_rate": 6.545084971874738e-05, "loss": 0.4861, "step": 32 }, { "epoch": 0.4925373134328358, "grad_norm": 6.084580421447754, "learning_rate": 6.0395584540887963e-05, "loss": 0.3744, "step": 33 }, { "epoch": 0.5074626865671642, "grad_norm": 10.576855659484863, "learning_rate": 5.522642316338268e-05, "loss": 0.456, "step": 34 }, { "epoch": 0.5223880597014925, "grad_norm": 9.503621101379395, "learning_rate": 5e-05, "loss": 0.4167, "step": 35 }, { "epoch": 0.5373134328358209, "grad_norm": 3.3242833614349365, "learning_rate": 4.477357683661734e-05, "loss": 0.3957, "step": 36 }, { "epoch": 0.5522388059701493, "grad_norm": 9.451889038085938, "learning_rate": 3.960441545911204e-05, "loss": 0.3948, "step": 37 }, { "epoch": 0.5671641791044776, "grad_norm": 6.181709289550781, "learning_rate": 3.4549150281252636e-05, "loss": 0.3618, "step": 38 }, { "epoch": 0.582089552238806, "grad_norm": 6.71756649017334, "learning_rate": 2.9663167846209998e-05, "loss": 0.4049, "step": 39 }, { "epoch": 0.5970149253731343, "grad_norm": 4.298834800720215, "learning_rate": 2.500000000000001e-05, "loss": 0.3805, "step": 40 }, { "epoch": 0.6119402985074627, "grad_norm": 3.9876883029937744, "learning_rate": 2.061073738537635e-05, "loss": 0.358, "step": 41 }, { "epoch": 0.6268656716417911, "grad_norm": 6.614153861999512, "learning_rate": 1.6543469682057106e-05, "loss": 0.3695, "step": 42 }, { "epoch": 0.6417910447761194, "grad_norm": 0.9489629864692688, "learning_rate": 1.2842758726130283e-05, "loss": 0.339, "step": 43 }, { "epoch": 0.6567164179104478, "grad_norm": 6.705099105834961, "learning_rate": 9.549150281252633e-06, "loss": 0.3795, "step": 44 }, { "epoch": 0.6716417910447762, "grad_norm": 3.4202003479003906, "learning_rate": 6.698729810778065e-06, "loss": 0.3362, "step": 45 }, { "epoch": 0.6865671641791045, "grad_norm": 1.3196394443511963, "learning_rate": 4.322727117869951e-06, "loss": 0.3458, "step": 46 }, { "epoch": 0.7014925373134329, "grad_norm": 3.5369057655334473, "learning_rate": 2.4471741852423237e-06, "loss": 0.3614, "step": 47 }, { "epoch": 0.7164179104477612, "grad_norm": 2.6016862392425537, "learning_rate": 1.0926199633097157e-06, "loss": 0.3561, "step": 48 }, { "epoch": 0.7313432835820896, "grad_norm": 3.1364588737487793, "learning_rate": 2.7390523158633554e-07, "loss": 0.3334, "step": 49 }, { "epoch": 0.746268656716418, "grad_norm": 3.0390493869781494, "learning_rate": 0.0, "loss": 0.3539, "step": 50 }, { "epoch": 0.746268656716418, "eval_loss": 0.3470727503299713, "eval_runtime": 1.7732, "eval_samples_per_second": 63.725, "eval_steps_per_second": 8.459, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 1, "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": 3864241215897600.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }