{ "best_metric": 0.69820237159729, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.10710938545990092, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0021421877091980183, "grad_norm": 50.62248611450195, "learning_rate": 5e-05, "loss": 135.4433, "step": 1 }, { "epoch": 0.0021421877091980183, "eval_loss": 3.7305963039398193, "eval_runtime": 5.1189, "eval_samples_per_second": 9.768, "eval_steps_per_second": 2.54, "step": 1 }, { "epoch": 0.0042843754183960366, "grad_norm": 52.64827346801758, "learning_rate": 0.0001, "loss": 135.4566, "step": 2 }, { "epoch": 0.006426563127594056, "grad_norm": 41.28614044189453, "learning_rate": 9.990365154573717e-05, "loss": 115.5113, "step": 3 }, { "epoch": 0.008568750836792073, "grad_norm": 47.29509353637695, "learning_rate": 9.961501876182148e-05, "loss": 107.7922, "step": 4 }, { "epoch": 0.010710938545990093, "grad_norm": 53.49359893798828, "learning_rate": 9.913533761814537e-05, "loss": 99.1172, "step": 5 }, { "epoch": 0.012853126255188111, "grad_norm": 61.016937255859375, "learning_rate": 9.846666218300807e-05, "loss": 84.8073, "step": 6 }, { "epoch": 0.01499531396438613, "grad_norm": 61.33747100830078, "learning_rate": 9.761185582727977e-05, "loss": 71.3142, "step": 7 }, { "epoch": 0.017137501673584146, "grad_norm": 50.68693161010742, "learning_rate": 9.657457896300791e-05, "loss": 60.2678, "step": 8 }, { "epoch": 0.019279689382782166, "grad_norm": 45.667503356933594, "learning_rate": 9.535927336897098e-05, "loss": 51.8135, "step": 9 }, { "epoch": 0.021421877091980186, "grad_norm": 40.5544548034668, "learning_rate": 9.397114317029975e-05, "loss": 46.0188, "step": 10 }, { "epoch": 0.023564064801178203, "grad_norm": 49.124473571777344, "learning_rate": 9.241613255361455e-05, "loss": 42.3976, "step": 11 }, { "epoch": 0.025706252510376223, "grad_norm": 58.30964279174805, "learning_rate": 9.070090031310558e-05, "loss": 40.1911, "step": 12 }, { "epoch": 0.02784844021957424, "grad_norm": 41.029354095458984, "learning_rate": 8.883279133655399e-05, "loss": 49.638, "step": 13 }, { "epoch": 0.02999062792877226, "grad_norm": 60.048622131347656, "learning_rate": 8.681980515339464e-05, "loss": 53.7417, "step": 14 }, { "epoch": 0.032132815637970276, "grad_norm": 38.2186279296875, "learning_rate": 8.467056167950311e-05, "loss": 39.4384, "step": 15 }, { "epoch": 0.03427500334716829, "grad_norm": 29.658790588378906, "learning_rate": 8.239426430539243e-05, "loss": 28.6513, "step": 16 }, { "epoch": 0.036417191056366316, "grad_norm": 28.63747787475586, "learning_rate": 8.000066048588211e-05, "loss": 26.4264, "step": 17 }, { "epoch": 0.03855937876556433, "grad_norm": 17.917499542236328, "learning_rate": 7.75e-05, "loss": 24.7643, "step": 18 }, { "epoch": 0.04070156647476235, "grad_norm": 10.29113483428955, "learning_rate": 7.490299105985507e-05, "loss": 23.5359, "step": 19 }, { "epoch": 0.04284375418396037, "grad_norm": 7.3474507331848145, "learning_rate": 7.222075445642904e-05, "loss": 22.8159, "step": 20 }, { "epoch": 0.04498594189315839, "grad_norm": 9.085057258605957, "learning_rate": 6.946477593864228e-05, "loss": 22.7155, "step": 21 }, { "epoch": 0.047128129602356406, "grad_norm": 4.378646373748779, "learning_rate": 6.664685702961344e-05, "loss": 22.6023, "step": 22 }, { "epoch": 0.04927031731155442, "grad_norm": 3.777001142501831, "learning_rate": 6.377906449072578e-05, "loss": 22.5147, "step": 23 }, { "epoch": 0.051412505020752446, "grad_norm": 3.55411434173584, "learning_rate": 6.087367864990233e-05, "loss": 22.5446, "step": 24 }, { "epoch": 0.05355469272995046, "grad_norm": 9.409378051757812, "learning_rate": 5.794314081535644e-05, "loss": 22.9466, "step": 25 }, { "epoch": 0.05355469272995046, "eval_loss": 0.7068415284156799, "eval_runtime": 5.0079, "eval_samples_per_second": 9.984, "eval_steps_per_second": 2.596, "step": 25 }, { "epoch": 0.05569688043914848, "grad_norm": 8.646862983703613, "learning_rate": 5.500000000000001e-05, "loss": 23.0047, "step": 26 }, { "epoch": 0.0578390681483465, "grad_norm": 2.957317352294922, "learning_rate": 5.205685918464356e-05, "loss": 22.7869, "step": 27 }, { "epoch": 0.05998125585754452, "grad_norm": 2.7320399284362793, "learning_rate": 4.912632135009769e-05, "loss": 22.442, "step": 28 }, { "epoch": 0.062123443566742535, "grad_norm": 2.0762381553649902, "learning_rate": 4.6220935509274235e-05, "loss": 22.4845, "step": 29 }, { "epoch": 0.06426563127594055, "grad_norm": 1.6332262754440308, "learning_rate": 4.3353142970386564e-05, "loss": 22.4456, "step": 30 }, { "epoch": 0.06640781898513858, "grad_norm": 2.0493698120117188, "learning_rate": 4.053522406135775e-05, "loss": 22.4885, "step": 31 }, { "epoch": 0.06855000669433658, "grad_norm": 1.6183415651321411, "learning_rate": 3.777924554357096e-05, "loss": 22.4925, "step": 32 }, { "epoch": 0.07069219440353461, "grad_norm": 1.547934651374817, "learning_rate": 3.509700894014496e-05, "loss": 22.4405, "step": 33 }, { "epoch": 0.07283438211273263, "grad_norm": 2.028595447540283, "learning_rate": 3.250000000000001e-05, "loss": 22.5106, "step": 34 }, { "epoch": 0.07497656982193064, "grad_norm": 5.2422285079956055, "learning_rate": 2.9999339514117912e-05, "loss": 22.4615, "step": 35 }, { "epoch": 0.07711875753112866, "grad_norm": 1.9077330827713013, "learning_rate": 2.760573569460757e-05, "loss": 22.4419, "step": 36 }, { "epoch": 0.07926094524032669, "grad_norm": 1.5004316568374634, "learning_rate": 2.53294383204969e-05, "loss": 22.4519, "step": 37 }, { "epoch": 0.0814031329495247, "grad_norm": 1.5373482704162598, "learning_rate": 2.3180194846605367e-05, "loss": 22.4174, "step": 38 }, { "epoch": 0.08354532065872272, "grad_norm": 6.600869178771973, "learning_rate": 2.1167208663446025e-05, "loss": 22.5424, "step": 39 }, { "epoch": 0.08568750836792074, "grad_norm": 1.9094051122665405, "learning_rate": 1.9299099686894423e-05, "loss": 22.425, "step": 40 }, { "epoch": 0.08782969607711875, "grad_norm": 1.1293197870254517, "learning_rate": 1.758386744638546e-05, "loss": 22.3906, "step": 41 }, { "epoch": 0.08997188378631678, "grad_norm": 1.5770303010940552, "learning_rate": 1.602885682970026e-05, "loss": 22.4555, "step": 42 }, { "epoch": 0.09211407149551479, "grad_norm": 1.7812321186065674, "learning_rate": 1.464072663102903e-05, "loss": 22.465, "step": 43 }, { "epoch": 0.09425625920471281, "grad_norm": 1.4559767246246338, "learning_rate": 1.3425421036992098e-05, "loss": 22.4248, "step": 44 }, { "epoch": 0.09639844691391083, "grad_norm": 1.6689614057540894, "learning_rate": 1.2388144172720251e-05, "loss": 22.4673, "step": 45 }, { "epoch": 0.09854063462310884, "grad_norm": 1.4703079462051392, "learning_rate": 1.1533337816991932e-05, "loss": 22.4004, "step": 46 }, { "epoch": 0.10068282233230687, "grad_norm": 1.3788950443267822, "learning_rate": 1.0864662381854632e-05, "loss": 22.4353, "step": 47 }, { "epoch": 0.10282501004150489, "grad_norm": 1.4672656059265137, "learning_rate": 1.0384981238178534e-05, "loss": 22.4183, "step": 48 }, { "epoch": 0.1049671977507029, "grad_norm": 1.815381407737732, "learning_rate": 1.0096348454262845e-05, "loss": 22.4214, "step": 49 }, { "epoch": 0.10710938545990092, "grad_norm": 0.9922463893890381, "learning_rate": 1e-05, "loss": 22.4399, "step": 50 }, { "epoch": 0.10710938545990092, "eval_loss": 0.69820237159729, "eval_runtime": 5.0539, "eval_samples_per_second": 9.893, "eval_steps_per_second": 2.572, "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": 6.059534154779853e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }