{ "best_metric": 0.328974187374115, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.5637773079633545, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01127554615926709, "grad_norm": 13.466485023498535, "learning_rate": 5e-05, "loss": 13.4143, "step": 1 }, { "epoch": 0.01127554615926709, "eval_loss": 11.712335586547852, "eval_runtime": 9.4734, "eval_samples_per_second": 5.278, "eval_steps_per_second": 1.372, "step": 1 }, { "epoch": 0.02255109231853418, "grad_norm": 13.599178314208984, "learning_rate": 0.0001, "loss": 13.1612, "step": 2 }, { "epoch": 0.03382663847780127, "grad_norm": 13.578472137451172, "learning_rate": 9.990365154573717e-05, "loss": 12.7346, "step": 3 }, { "epoch": 0.04510218463706836, "grad_norm": 10.256945610046387, "learning_rate": 9.961501876182148e-05, "loss": 10.6121, "step": 4 }, { "epoch": 0.05637773079633545, "grad_norm": 9.487074851989746, "learning_rate": 9.913533761814537e-05, "loss": 8.4671, "step": 5 }, { "epoch": 0.06765327695560254, "grad_norm": 15.24462604522705, "learning_rate": 9.846666218300807e-05, "loss": 5.9039, "step": 6 }, { "epoch": 0.07892882311486962, "grad_norm": 16.493919372558594, "learning_rate": 9.761185582727977e-05, "loss": 4.4318, "step": 7 }, { "epoch": 0.09020436927413672, "grad_norm": 12.750604629516602, "learning_rate": 9.657457896300791e-05, "loss": 2.9455, "step": 8 }, { "epoch": 0.1014799154334038, "grad_norm": 64.26519012451172, "learning_rate": 9.535927336897098e-05, "loss": 2.5642, "step": 9 }, { "epoch": 0.1127554615926709, "grad_norm": 28.544361114501953, "learning_rate": 9.397114317029975e-05, "loss": 1.8061, "step": 10 }, { "epoch": 0.12403100775193798, "grad_norm": 5.757697105407715, "learning_rate": 9.241613255361455e-05, "loss": 0.4737, "step": 11 }, { "epoch": 0.13530655391120508, "grad_norm": 3.7276666164398193, "learning_rate": 9.070090031310558e-05, "loss": 0.4577, "step": 12 }, { "epoch": 0.14658210007047218, "grad_norm": 21.954557418823242, "learning_rate": 8.883279133655399e-05, "loss": 0.8196, "step": 13 }, { "epoch": 0.15785764622973925, "grad_norm": 9.83080005645752, "learning_rate": 8.681980515339464e-05, "loss": 0.5569, "step": 14 }, { "epoch": 0.16913319238900634, "grad_norm": 2.6958820819854736, "learning_rate": 8.467056167950311e-05, "loss": 0.3743, "step": 15 }, { "epoch": 0.18040873854827344, "grad_norm": 3.052065849304199, "learning_rate": 8.239426430539243e-05, "loss": 0.4194, "step": 16 }, { "epoch": 0.1916842847075405, "grad_norm": 3.0218756198883057, "learning_rate": 8.000066048588211e-05, "loss": 0.3867, "step": 17 }, { "epoch": 0.2029598308668076, "grad_norm": 1.5468084812164307, "learning_rate": 7.75e-05, "loss": 0.3578, "step": 18 }, { "epoch": 0.2142353770260747, "grad_norm": 4.755566596984863, "learning_rate": 7.490299105985507e-05, "loss": 0.3618, "step": 19 }, { "epoch": 0.2255109231853418, "grad_norm": 1.2197436094284058, "learning_rate": 7.222075445642904e-05, "loss": 0.3533, "step": 20 }, { "epoch": 0.23678646934460887, "grad_norm": 6.478429794311523, "learning_rate": 6.946477593864228e-05, "loss": 0.4427, "step": 21 }, { "epoch": 0.24806201550387597, "grad_norm": 2.4955391883850098, "learning_rate": 6.664685702961344e-05, "loss": 0.3681, "step": 22 }, { "epoch": 0.25933756166314303, "grad_norm": 8.185530662536621, "learning_rate": 6.377906449072578e-05, "loss": 0.4906, "step": 23 }, { "epoch": 0.27061310782241016, "grad_norm": 7.43537712097168, "learning_rate": 6.087367864990233e-05, "loss": 0.5079, "step": 24 }, { "epoch": 0.28188865398167723, "grad_norm": 3.7920496463775635, "learning_rate": 5.794314081535644e-05, "loss": 0.3621, "step": 25 }, { "epoch": 0.28188865398167723, "eval_loss": 0.3736724555492401, "eval_runtime": 9.4175, "eval_samples_per_second": 5.309, "eval_steps_per_second": 1.38, "step": 25 }, { "epoch": 0.29316420014094435, "grad_norm": 3.929647207260132, "learning_rate": 5.500000000000001e-05, "loss": 0.3929, "step": 26 }, { "epoch": 0.3044397463002114, "grad_norm": 3.0069169998168945, "learning_rate": 5.205685918464356e-05, "loss": 0.3753, "step": 27 }, { "epoch": 0.3157152924594785, "grad_norm": 0.7478533983230591, "learning_rate": 4.912632135009769e-05, "loss": 0.3487, "step": 28 }, { "epoch": 0.3269908386187456, "grad_norm": 0.6217486262321472, "learning_rate": 4.6220935509274235e-05, "loss": 0.3633, "step": 29 }, { "epoch": 0.3382663847780127, "grad_norm": 0.8256338834762573, "learning_rate": 4.3353142970386564e-05, "loss": 0.3486, "step": 30 }, { "epoch": 0.34954193093727975, "grad_norm": 4.838144302368164, "learning_rate": 4.053522406135775e-05, "loss": 0.4128, "step": 31 }, { "epoch": 0.3608174770965469, "grad_norm": 4.683679103851318, "learning_rate": 3.777924554357096e-05, "loss": 0.3967, "step": 32 }, { "epoch": 0.37209302325581395, "grad_norm": 2.6548237800598145, "learning_rate": 3.509700894014496e-05, "loss": 0.3645, "step": 33 }, { "epoch": 0.383368569415081, "grad_norm": 1.9402390718460083, "learning_rate": 3.250000000000001e-05, "loss": 0.3623, "step": 34 }, { "epoch": 0.39464411557434814, "grad_norm": 3.5657272338867188, "learning_rate": 2.9999339514117912e-05, "loss": 0.3842, "step": 35 }, { "epoch": 0.4059196617336152, "grad_norm": 2.6976256370544434, "learning_rate": 2.760573569460757e-05, "loss": 0.3498, "step": 36 }, { "epoch": 0.41719520789288234, "grad_norm": 1.291695475578308, "learning_rate": 2.53294383204969e-05, "loss": 0.3353, "step": 37 }, { "epoch": 0.4284707540521494, "grad_norm": 1.30393385887146, "learning_rate": 2.3180194846605367e-05, "loss": 0.3776, "step": 38 }, { "epoch": 0.4397463002114165, "grad_norm": 4.662352085113525, "learning_rate": 2.1167208663446025e-05, "loss": 0.4494, "step": 39 }, { "epoch": 0.4510218463706836, "grad_norm": 3.815720319747925, "learning_rate": 1.9299099686894423e-05, "loss": 0.4232, "step": 40 }, { "epoch": 0.46229739252995067, "grad_norm": 3.353482961654663, "learning_rate": 1.758386744638546e-05, "loss": 0.4129, "step": 41 }, { "epoch": 0.47357293868921774, "grad_norm": 3.1307156085968018, "learning_rate": 1.602885682970026e-05, "loss": 0.3914, "step": 42 }, { "epoch": 0.48484848484848486, "grad_norm": 2.4309184551239014, "learning_rate": 1.464072663102903e-05, "loss": 0.3662, "step": 43 }, { "epoch": 0.49612403100775193, "grad_norm": 2.453277111053467, "learning_rate": 1.3425421036992098e-05, "loss": 0.3712, "step": 44 }, { "epoch": 0.507399577167019, "grad_norm": 0.6218744516372681, "learning_rate": 1.2388144172720251e-05, "loss": 0.3338, "step": 45 }, { "epoch": 0.5186751233262861, "grad_norm": 1.4151079654693604, "learning_rate": 1.1533337816991932e-05, "loss": 0.3575, "step": 46 }, { "epoch": 0.5299506694855532, "grad_norm": 1.0527911186218262, "learning_rate": 1.0864662381854632e-05, "loss": 0.3386, "step": 47 }, { "epoch": 0.5412262156448203, "grad_norm": 1.8253545761108398, "learning_rate": 1.0384981238178534e-05, "loss": 0.3542, "step": 48 }, { "epoch": 0.5525017618040874, "grad_norm": 1.5399640798568726, "learning_rate": 1.0096348454262845e-05, "loss": 0.3583, "step": 49 }, { "epoch": 0.5637773079633545, "grad_norm": 1.680297613143921, "learning_rate": 1e-05, "loss": 0.3236, "step": 50 }, { "epoch": 0.5637773079633545, "eval_loss": 0.328974187374115, "eval_runtime": 9.4029, "eval_samples_per_second": 5.318, "eval_steps_per_second": 1.383, "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": 3.7108326150334054e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }