{ "best_metric": 0.2970764636993408, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.2757669769045157, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.005515339538090314, "grad_norm": 92.01229095458984, "learning_rate": 5e-05, "loss": 14.1252, "step": 1 }, { "epoch": 0.005515339538090314, "eval_loss": 18.986474990844727, "eval_runtime": 2.0408, "eval_samples_per_second": 24.5, "eval_steps_per_second": 6.37, "step": 1 }, { "epoch": 0.011030679076180628, "grad_norm": 91.98246002197266, "learning_rate": 0.0001, "loss": 14.1252, "step": 2 }, { "epoch": 0.016546018614270942, "grad_norm": 24.650840759277344, "learning_rate": 9.990365154573717e-05, "loss": 7.4289, "step": 3 }, { "epoch": 0.022061358152361255, "grad_norm": 12.607400894165039, "learning_rate": 9.961501876182148e-05, "loss": 4.8179, "step": 4 }, { "epoch": 0.027576697690451568, "grad_norm": 8.091282844543457, "learning_rate": 9.913533761814537e-05, "loss": 3.7571, "step": 5 }, { "epoch": 0.033092037228541885, "grad_norm": 10.43465805053711, "learning_rate": 9.846666218300807e-05, "loss": 4.7366, "step": 6 }, { "epoch": 0.038607376766632194, "grad_norm": 11.686391830444336, "learning_rate": 9.761185582727977e-05, "loss": 6.6835, "step": 7 }, { "epoch": 0.04412271630472251, "grad_norm": 12.634721755981445, "learning_rate": 9.657457896300791e-05, "loss": 6.0338, "step": 8 }, { "epoch": 0.04963805584281282, "grad_norm": 13.847232818603516, "learning_rate": 9.535927336897098e-05, "loss": 5.1388, "step": 9 }, { "epoch": 0.055153395380903136, "grad_norm": 15.594215393066406, "learning_rate": 9.397114317029975e-05, "loss": 4.0859, "step": 10 }, { "epoch": 0.06066873491899345, "grad_norm": 18.724210739135742, "learning_rate": 9.241613255361455e-05, "loss": 2.7877, "step": 11 }, { "epoch": 0.06618407445708377, "grad_norm": 20.702985763549805, "learning_rate": 9.070090031310558e-05, "loss": 1.1483, "step": 12 }, { "epoch": 0.07169941399517407, "grad_norm": 13.285849571228027, "learning_rate": 8.883279133655399e-05, "loss": 1.0768, "step": 13 }, { "epoch": 0.07721475353326439, "grad_norm": 15.825389862060547, "learning_rate": 8.681980515339464e-05, "loss": 2.3195, "step": 14 }, { "epoch": 0.0827300930713547, "grad_norm": 15.911724090576172, "learning_rate": 8.467056167950311e-05, "loss": 2.5583, "step": 15 }, { "epoch": 0.08824543260944502, "grad_norm": 16.08411979675293, "learning_rate": 8.239426430539243e-05, "loss": 2.4508, "step": 16 }, { "epoch": 0.09376077214753534, "grad_norm": 16.01078224182129, "learning_rate": 8.000066048588211e-05, "loss": 2.096, "step": 17 }, { "epoch": 0.09927611168562564, "grad_norm": 15.624433517456055, "learning_rate": 7.75e-05, "loss": 1.5246, "step": 18 }, { "epoch": 0.10479145122371596, "grad_norm": 0.6873359084129333, "learning_rate": 7.490299105985507e-05, "loss": 0.0159, "step": 19 }, { "epoch": 0.11030679076180627, "grad_norm": 2.893470525741577, "learning_rate": 7.222075445642904e-05, "loss": 0.0446, "step": 20 }, { "epoch": 0.11582213029989659, "grad_norm": 4.74436616897583, "learning_rate": 6.946477593864228e-05, "loss": 0.0707, "step": 21 }, { "epoch": 0.1213374698379869, "grad_norm": 3.86313533782959, "learning_rate": 6.664685702961344e-05, "loss": 0.0572, "step": 22 }, { "epoch": 0.1268528093760772, "grad_norm": 1.5989004373550415, "learning_rate": 6.377906449072578e-05, "loss": 0.0243, "step": 23 }, { "epoch": 0.13236814891416754, "grad_norm": 0.4345037341117859, "learning_rate": 6.087367864990233e-05, "loss": 0.0081, "step": 24 }, { "epoch": 0.13788348845225784, "grad_norm": 0.12408547103404999, "learning_rate": 5.794314081535644e-05, "loss": 0.0034, "step": 25 }, { "epoch": 0.13788348845225784, "eval_loss": 0.5987976789474487, "eval_runtime": 2.069, "eval_samples_per_second": 24.167, "eval_steps_per_second": 6.283, "step": 25 }, { "epoch": 0.14339882799034814, "grad_norm": 14.616813659667969, "learning_rate": 5.500000000000001e-05, "loss": 1.3624, "step": 26 }, { "epoch": 0.14891416752843847, "grad_norm": 14.416601181030273, "learning_rate": 5.205685918464356e-05, "loss": 1.4517, "step": 27 }, { "epoch": 0.15442950706652878, "grad_norm": 14.185774803161621, "learning_rate": 4.912632135009769e-05, "loss": 1.4198, "step": 28 }, { "epoch": 0.1599448466046191, "grad_norm": 14.199448585510254, "learning_rate": 4.6220935509274235e-05, "loss": 1.2981, "step": 29 }, { "epoch": 0.1654601861427094, "grad_norm": 14.281562805175781, "learning_rate": 4.3353142970386564e-05, "loss": 1.1186, "step": 30 }, { "epoch": 0.1709755256807997, "grad_norm": 9.70438289642334, "learning_rate": 4.053522406135775e-05, "loss": 0.6196, "step": 31 }, { "epoch": 0.17649086521889004, "grad_norm": 1.0650125741958618, "learning_rate": 3.777924554357096e-05, "loss": 0.0159, "step": 32 }, { "epoch": 0.18200620475698034, "grad_norm": 2.1456191539764404, "learning_rate": 3.509700894014496e-05, "loss": 0.0318, "step": 33 }, { "epoch": 0.18752154429507067, "grad_norm": 2.722893714904785, "learning_rate": 3.250000000000001e-05, "loss": 0.0416, "step": 34 }, { "epoch": 0.19303688383316098, "grad_norm": 2.7244069576263428, "learning_rate": 2.9999339514117912e-05, "loss": 0.0413, "step": 35 }, { "epoch": 0.19855222337125128, "grad_norm": 2.097538948059082, "learning_rate": 2.760573569460757e-05, "loss": 0.0319, "step": 36 }, { "epoch": 0.2040675629093416, "grad_norm": 1.3665951490402222, "learning_rate": 2.53294383204969e-05, "loss": 0.0206, "step": 37 }, { "epoch": 0.2095829024474319, "grad_norm": 8.16921329498291, "learning_rate": 2.3180194846605367e-05, "loss": 0.4333, "step": 38 }, { "epoch": 0.21509824198552224, "grad_norm": 13.686884880065918, "learning_rate": 2.1167208663446025e-05, "loss": 0.74, "step": 39 }, { "epoch": 0.22061358152361255, "grad_norm": 13.585527420043945, "learning_rate": 1.9299099686894423e-05, "loss": 0.7545, "step": 40 }, { "epoch": 0.22612892106170285, "grad_norm": 13.636950492858887, "learning_rate": 1.758386744638546e-05, "loss": 0.7381, "step": 41 }, { "epoch": 0.23164426059979318, "grad_norm": 13.520855903625488, "learning_rate": 1.602885682970026e-05, "loss": 0.6922, "step": 42 }, { "epoch": 0.23715960013788348, "grad_norm": 12.375536918640137, "learning_rate": 1.464072663102903e-05, "loss": 0.5961, "step": 43 }, { "epoch": 0.2426749396759738, "grad_norm": 1.4398314952850342, "learning_rate": 1.3425421036992098e-05, "loss": 0.0221, "step": 44 }, { "epoch": 0.2481902792140641, "grad_norm": 1.7233232259750366, "learning_rate": 1.2388144172720251e-05, "loss": 0.0263, "step": 45 }, { "epoch": 0.2537056187521544, "grad_norm": 1.8829046487808228, "learning_rate": 1.1533337816991932e-05, "loss": 0.0288, "step": 46 }, { "epoch": 0.2592209582902447, "grad_norm": 1.798218011856079, "learning_rate": 1.0864662381854632e-05, "loss": 0.0273, "step": 47 }, { "epoch": 0.2647362978283351, "grad_norm": 1.6327126026153564, "learning_rate": 1.0384981238178534e-05, "loss": 0.025, "step": 48 }, { "epoch": 0.2702516373664254, "grad_norm": 1.388482689857483, "learning_rate": 1.0096348454262845e-05, "loss": 0.0213, "step": 49 }, { "epoch": 0.2757669769045157, "grad_norm": 1.101733922958374, "learning_rate": 1e-05, "loss": 0.0169, "step": 50 }, { "epoch": 0.2757669769045157, "eval_loss": 0.2970764636993408, "eval_runtime": 2.0581, "eval_samples_per_second": 24.294, "eval_steps_per_second": 6.317, "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": 1.62480894509056e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }