{ "best_metric": 0.06207295507192612, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 1.9645909645909647, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03907203907203907, "grad_norm": 4.342593193054199, "learning_rate": 5e-05, "loss": 2.9731, "step": 1 }, { "epoch": 0.03907203907203907, "eval_loss": 3.825854778289795, "eval_runtime": 3.0175, "eval_samples_per_second": 16.57, "eval_steps_per_second": 4.308, "step": 1 }, { "epoch": 0.07814407814407814, "grad_norm": 4.329413414001465, "learning_rate": 0.0001, "loss": 2.8601, "step": 2 }, { "epoch": 0.11721611721611722, "grad_norm": 4.38667106628418, "learning_rate": 9.990365154573717e-05, "loss": 2.769, "step": 3 }, { "epoch": 0.1562881562881563, "grad_norm": 3.8900246620178223, "learning_rate": 9.961501876182148e-05, "loss": 2.1385, "step": 4 }, { "epoch": 0.19536019536019536, "grad_norm": 3.678853750228882, "learning_rate": 9.913533761814537e-05, "loss": 1.9752, "step": 5 }, { "epoch": 0.23443223443223443, "grad_norm": 4.750513553619385, "learning_rate": 9.846666218300807e-05, "loss": 2.2588, "step": 6 }, { "epoch": 0.27350427350427353, "grad_norm": 3.6628079414367676, "learning_rate": 9.761185582727977e-05, "loss": 0.9933, "step": 7 }, { "epoch": 0.3125763125763126, "grad_norm": 4.424605369567871, "learning_rate": 9.657457896300791e-05, "loss": 0.4886, "step": 8 }, { "epoch": 0.3516483516483517, "grad_norm": 1.0797154903411865, "learning_rate": 9.535927336897098e-05, "loss": 0.1462, "step": 9 }, { "epoch": 0.3907203907203907, "grad_norm": 1.7442551851272583, "learning_rate": 9.397114317029975e-05, "loss": 0.217, "step": 10 }, { "epoch": 0.4297924297924298, "grad_norm": 1.6925084590911865, "learning_rate": 9.241613255361455e-05, "loss": 0.1901, "step": 11 }, { "epoch": 0.46886446886446886, "grad_norm": 3.2824654579162598, "learning_rate": 9.070090031310558e-05, "loss": 0.2443, "step": 12 }, { "epoch": 0.5079365079365079, "grad_norm": 2.0940823554992676, "learning_rate": 8.883279133655399e-05, "loss": 0.127, "step": 13 }, { "epoch": 0.5470085470085471, "grad_norm": 0.7476776838302612, "learning_rate": 8.681980515339464e-05, "loss": 0.1301, "step": 14 }, { "epoch": 0.5860805860805861, "grad_norm": 0.8936842679977417, "learning_rate": 8.467056167950311e-05, "loss": 0.1412, "step": 15 }, { "epoch": 0.6251526251526252, "grad_norm": 1.3796156644821167, "learning_rate": 8.239426430539243e-05, "loss": 0.1416, "step": 16 }, { "epoch": 0.6642246642246642, "grad_norm": 0.7006492614746094, "learning_rate": 8.000066048588211e-05, "loss": 0.1111, "step": 17 }, { "epoch": 0.7032967032967034, "grad_norm": 0.7903730869293213, "learning_rate": 7.75e-05, "loss": 0.0685, "step": 18 }, { "epoch": 0.7423687423687424, "grad_norm": 0.6418982148170471, "learning_rate": 7.490299105985507e-05, "loss": 0.1016, "step": 19 }, { "epoch": 0.7814407814407814, "grad_norm": 0.6355842351913452, "learning_rate": 7.222075445642904e-05, "loss": 0.0779, "step": 20 }, { "epoch": 0.8205128205128205, "grad_norm": 0.4654819071292877, "learning_rate": 6.946477593864228e-05, "loss": 0.0757, "step": 21 }, { "epoch": 0.8595848595848596, "grad_norm": 0.5091500878334045, "learning_rate": 6.664685702961344e-05, "loss": 0.0628, "step": 22 }, { "epoch": 0.8986568986568987, "grad_norm": 0.33425307273864746, "learning_rate": 6.377906449072578e-05, "loss": 0.0648, "step": 23 }, { "epoch": 0.9377289377289377, "grad_norm": 0.5528669357299805, "learning_rate": 6.087367864990233e-05, "loss": 0.1092, "step": 24 }, { "epoch": 0.9768009768009768, "grad_norm": 0.08286019414663315, "learning_rate": 5.794314081535644e-05, "loss": 0.0024, "step": 25 }, { "epoch": 0.9768009768009768, "eval_loss": 0.08785244822502136, "eval_runtime": 2.9575, "eval_samples_per_second": 16.906, "eval_steps_per_second": 4.396, "step": 25 }, { "epoch": 1.0268620268620268, "grad_norm": 0.5360961556434631, "learning_rate": 5.500000000000001e-05, "loss": 0.1334, "step": 26 }, { "epoch": 1.065934065934066, "grad_norm": 0.38586679100990295, "learning_rate": 5.205685918464356e-05, "loss": 0.0611, "step": 27 }, { "epoch": 1.105006105006105, "grad_norm": 0.2803765833377838, "learning_rate": 4.912632135009769e-05, "loss": 0.071, "step": 28 }, { "epoch": 1.144078144078144, "grad_norm": 0.26485010981559753, "learning_rate": 4.6220935509274235e-05, "loss": 0.0692, "step": 29 }, { "epoch": 1.1831501831501832, "grad_norm": 0.28996384143829346, "learning_rate": 4.3353142970386564e-05, "loss": 0.0566, "step": 30 }, { "epoch": 1.2222222222222223, "grad_norm": 0.47175368666648865, "learning_rate": 4.053522406135775e-05, "loss": 0.0565, "step": 31 }, { "epoch": 1.2612942612942613, "grad_norm": 0.29181963205337524, "learning_rate": 3.777924554357096e-05, "loss": 0.0338, "step": 32 }, { "epoch": 1.3003663003663004, "grad_norm": 0.32808589935302734, "learning_rate": 3.509700894014496e-05, "loss": 0.0561, "step": 33 }, { "epoch": 1.3394383394383396, "grad_norm": 0.2767590582370758, "learning_rate": 3.250000000000001e-05, "loss": 0.0465, "step": 34 }, { "epoch": 1.3785103785103785, "grad_norm": 0.3915354609489441, "learning_rate": 2.9999339514117912e-05, "loss": 0.062, "step": 35 }, { "epoch": 1.4175824175824177, "grad_norm": 0.24747319519519806, "learning_rate": 2.760573569460757e-05, "loss": 0.059, "step": 36 }, { "epoch": 1.4566544566544566, "grad_norm": 0.1756383627653122, "learning_rate": 2.53294383204969e-05, "loss": 0.0318, "step": 37 }, { "epoch": 1.4957264957264957, "grad_norm": 0.1586117446422577, "learning_rate": 2.3180194846605367e-05, "loss": 0.024, "step": 38 }, { "epoch": 1.5347985347985347, "grad_norm": 0.22885628044605255, "learning_rate": 2.1167208663446025e-05, "loss": 0.0441, "step": 39 }, { "epoch": 1.5738705738705738, "grad_norm": 0.18986821174621582, "learning_rate": 1.9299099686894423e-05, "loss": 0.0354, "step": 40 }, { "epoch": 1.612942612942613, "grad_norm": 0.30566394329071045, "learning_rate": 1.758386744638546e-05, "loss": 0.0535, "step": 41 }, { "epoch": 1.652014652014652, "grad_norm": 0.23684832453727722, "learning_rate": 1.602885682970026e-05, "loss": 0.0529, "step": 42 }, { "epoch": 1.691086691086691, "grad_norm": 0.23424597084522247, "learning_rate": 1.464072663102903e-05, "loss": 0.0356, "step": 43 }, { "epoch": 1.7301587301587302, "grad_norm": 0.28173795342445374, "learning_rate": 1.3425421036992098e-05, "loss": 0.0224, "step": 44 }, { "epoch": 1.7692307692307692, "grad_norm": 0.22328241169452667, "learning_rate": 1.2388144172720251e-05, "loss": 0.0311, "step": 45 }, { "epoch": 1.8083028083028083, "grad_norm": 0.2587464451789856, "learning_rate": 1.1533337816991932e-05, "loss": 0.0451, "step": 46 }, { "epoch": 1.8473748473748475, "grad_norm": 0.31801164150238037, "learning_rate": 1.0864662381854632e-05, "loss": 0.0679, "step": 47 }, { "epoch": 1.8864468864468864, "grad_norm": 0.29504692554473877, "learning_rate": 1.0384981238178534e-05, "loss": 0.0622, "step": 48 }, { "epoch": 1.9255189255189256, "grad_norm": 0.18160757422447205, "learning_rate": 1.0096348454262845e-05, "loss": 0.047, "step": 49 }, { "epoch": 1.9645909645909647, "grad_norm": 0.13465796411037445, "learning_rate": 1e-05, "loss": 0.0238, "step": 50 }, { "epoch": 1.9645909645909647, "eval_loss": 0.06207295507192612, "eval_runtime": 2.9728, "eval_samples_per_second": 16.819, "eval_steps_per_second": 4.373, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 2, "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": 5.32019209568256e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }