{ "best_metric": 0.11191346496343613, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.5194805194805194, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01038961038961039, "grad_norm": 28.486879348754883, "learning_rate": 5e-05, "loss": 12.5804, "step": 1 }, { "epoch": 0.01038961038961039, "eval_loss": 12.917760848999023, "eval_runtime": 2.0615, "eval_samples_per_second": 24.254, "eval_steps_per_second": 6.306, "step": 1 }, { "epoch": 0.02077922077922078, "grad_norm": 27.35738754272461, "learning_rate": 0.0001, "loss": 12.6136, "step": 2 }, { "epoch": 0.03116883116883117, "grad_norm": 29.368932723999023, "learning_rate": 9.990365154573717e-05, "loss": 11.1211, "step": 3 }, { "epoch": 0.04155844155844156, "grad_norm": 16.969623565673828, "learning_rate": 9.961501876182148e-05, "loss": 6.5609, "step": 4 }, { "epoch": 0.05194805194805195, "grad_norm": 13.911603927612305, "learning_rate": 9.913533761814537e-05, "loss": 4.2736, "step": 5 }, { "epoch": 0.06233766233766234, "grad_norm": 11.471969604492188, "learning_rate": 9.846666218300807e-05, "loss": 2.6157, "step": 6 }, { "epoch": 0.07272727272727272, "grad_norm": 7.600925922393799, "learning_rate": 9.761185582727977e-05, "loss": 1.6604, "step": 7 }, { "epoch": 0.08311688311688312, "grad_norm": 6.118250846862793, "learning_rate": 9.657457896300791e-05, "loss": 1.0122, "step": 8 }, { "epoch": 0.09350649350649351, "grad_norm": 21.522790908813477, "learning_rate": 9.535927336897098e-05, "loss": 1.0105, "step": 9 }, { "epoch": 0.1038961038961039, "grad_norm": 6.143969535827637, "learning_rate": 9.397114317029975e-05, "loss": 0.6796, "step": 10 }, { "epoch": 0.11428571428571428, "grad_norm": 2.42429256439209, "learning_rate": 9.241613255361455e-05, "loss": 0.6191, "step": 11 }, { "epoch": 0.12467532467532468, "grad_norm": 2.489107847213745, "learning_rate": 9.070090031310558e-05, "loss": 0.6218, "step": 12 }, { "epoch": 0.13506493506493505, "grad_norm": 0.9331566095352173, "learning_rate": 8.883279133655399e-05, "loss": 0.5814, "step": 13 }, { "epoch": 0.14545454545454545, "grad_norm": 0.9218307137489319, "learning_rate": 8.681980515339464e-05, "loss": 0.5615, "step": 14 }, { "epoch": 0.15584415584415584, "grad_norm": 1.182883858680725, "learning_rate": 8.467056167950311e-05, "loss": 0.5296, "step": 15 }, { "epoch": 0.16623376623376623, "grad_norm": 1.2131173610687256, "learning_rate": 8.239426430539243e-05, "loss": 0.5056, "step": 16 }, { "epoch": 0.17662337662337663, "grad_norm": 2.1901192665100098, "learning_rate": 8.000066048588211e-05, "loss": 0.4665, "step": 17 }, { "epoch": 0.18701298701298702, "grad_norm": 2.1342835426330566, "learning_rate": 7.75e-05, "loss": 0.3724, "step": 18 }, { "epoch": 0.1974025974025974, "grad_norm": 2.6826727390289307, "learning_rate": 7.490299105985507e-05, "loss": 0.3278, "step": 19 }, { "epoch": 0.2077922077922078, "grad_norm": 3.3224539756774902, "learning_rate": 7.222075445642904e-05, "loss": 0.2767, "step": 20 }, { "epoch": 0.21818181818181817, "grad_norm": 4.129552364349365, "learning_rate": 6.946477593864228e-05, "loss": 0.3239, "step": 21 }, { "epoch": 0.22857142857142856, "grad_norm": 3.2705585956573486, "learning_rate": 6.664685702961344e-05, "loss": 0.2766, "step": 22 }, { "epoch": 0.23896103896103896, "grad_norm": 3.935323476791382, "learning_rate": 6.377906449072578e-05, "loss": 0.2731, "step": 23 }, { "epoch": 0.24935064935064935, "grad_norm": 3.1204378604888916, "learning_rate": 6.087367864990233e-05, "loss": 0.2364, "step": 24 }, { "epoch": 0.2597402597402597, "grad_norm": 2.0985143184661865, "learning_rate": 5.794314081535644e-05, "loss": 0.2235, "step": 25 }, { "epoch": 0.2597402597402597, "eval_loss": 0.2061881422996521, "eval_runtime": 2.0916, "eval_samples_per_second": 23.905, "eval_steps_per_second": 6.215, "step": 25 }, { "epoch": 0.2701298701298701, "grad_norm": 1.8239445686340332, "learning_rate": 5.500000000000001e-05, "loss": 0.1851, "step": 26 }, { "epoch": 0.2805194805194805, "grad_norm": 1.5958229303359985, "learning_rate": 5.205685918464356e-05, "loss": 0.181, "step": 27 }, { "epoch": 0.2909090909090909, "grad_norm": 1.5911153554916382, "learning_rate": 4.912632135009769e-05, "loss": 0.2248, "step": 28 }, { "epoch": 0.3012987012987013, "grad_norm": 1.8410097360610962, "learning_rate": 4.6220935509274235e-05, "loss": 0.2173, "step": 29 }, { "epoch": 0.3116883116883117, "grad_norm": 1.519921064376831, "learning_rate": 4.3353142970386564e-05, "loss": 0.2138, "step": 30 }, { "epoch": 0.3220779220779221, "grad_norm": 1.644580364227295, "learning_rate": 4.053522406135775e-05, "loss": 0.2149, "step": 31 }, { "epoch": 0.33246753246753247, "grad_norm": 1.4669926166534424, "learning_rate": 3.777924554357096e-05, "loss": 0.1716, "step": 32 }, { "epoch": 0.34285714285714286, "grad_norm": 1.3145791292190552, "learning_rate": 3.509700894014496e-05, "loss": 0.1769, "step": 33 }, { "epoch": 0.35324675324675325, "grad_norm": 1.5595966577529907, "learning_rate": 3.250000000000001e-05, "loss": 0.1775, "step": 34 }, { "epoch": 0.36363636363636365, "grad_norm": 1.5390815734863281, "learning_rate": 2.9999339514117912e-05, "loss": 0.1712, "step": 35 }, { "epoch": 0.37402597402597404, "grad_norm": 1.0273857116699219, "learning_rate": 2.760573569460757e-05, "loss": 0.195, "step": 36 }, { "epoch": 0.38441558441558443, "grad_norm": 0.9481903314590454, "learning_rate": 2.53294383204969e-05, "loss": 0.1387, "step": 37 }, { "epoch": 0.3948051948051948, "grad_norm": 1.0735758543014526, "learning_rate": 2.3180194846605367e-05, "loss": 0.1442, "step": 38 }, { "epoch": 0.4051948051948052, "grad_norm": 1.3054051399230957, "learning_rate": 2.1167208663446025e-05, "loss": 0.1906, "step": 39 }, { "epoch": 0.4155844155844156, "grad_norm": 1.3446217775344849, "learning_rate": 1.9299099686894423e-05, "loss": 0.1826, "step": 40 }, { "epoch": 0.42597402597402595, "grad_norm": 1.1781445741653442, "learning_rate": 1.758386744638546e-05, "loss": 0.1747, "step": 41 }, { "epoch": 0.43636363636363634, "grad_norm": 1.1007606983184814, "learning_rate": 1.602885682970026e-05, "loss": 0.187, "step": 42 }, { "epoch": 0.44675324675324674, "grad_norm": 1.232513666152954, "learning_rate": 1.464072663102903e-05, "loss": 0.1438, "step": 43 }, { "epoch": 0.45714285714285713, "grad_norm": 1.1253693103790283, "learning_rate": 1.3425421036992098e-05, "loss": 0.1622, "step": 44 }, { "epoch": 0.4675324675324675, "grad_norm": 0.9642559885978699, "learning_rate": 1.2388144172720251e-05, "loss": 0.1817, "step": 45 }, { "epoch": 0.4779220779220779, "grad_norm": 0.9171271324157715, "learning_rate": 1.1533337816991932e-05, "loss": 0.1687, "step": 46 }, { "epoch": 0.4883116883116883, "grad_norm": 1.2926783561706543, "learning_rate": 1.0864662381854632e-05, "loss": 0.1738, "step": 47 }, { "epoch": 0.4987012987012987, "grad_norm": 1.2792022228240967, "learning_rate": 1.0384981238178534e-05, "loss": 0.2063, "step": 48 }, { "epoch": 0.509090909090909, "grad_norm": 0.9798829555511475, "learning_rate": 1.0096348454262845e-05, "loss": 0.1324, "step": 49 }, { "epoch": 0.5194805194805194, "grad_norm": 1.1944818496704102, "learning_rate": 1e-05, "loss": 0.1829, "step": 50 }, { "epoch": 0.5194805194805194, "eval_loss": 0.11191346496343613, "eval_runtime": 2.1059, "eval_samples_per_second": 23.743, "eval_steps_per_second": 6.173, "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 }