{ "best_metric": 0.08122972398996353, "best_model_checkpoint": "miner_id_24/checkpoint-75", "epoch": 0.05336535254486025, "eval_steps": 25, "global_step": 75, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00071153803393147, "grad_norm": 4.1395392417907715, "learning_rate": 3.3333333333333335e-05, "loss": 3.1572, "step": 1 }, { "epoch": 0.00071153803393147, "eval_loss": 4.378438949584961, "eval_runtime": 3.4572, "eval_samples_per_second": 14.463, "eval_steps_per_second": 3.76, "step": 1 }, { "epoch": 0.00142307606786294, "grad_norm": 4.174035549163818, "learning_rate": 6.666666666666667e-05, "loss": 3.5344, "step": 2 }, { "epoch": 0.00213461410179441, "grad_norm": 4.1275458335876465, "learning_rate": 0.0001, "loss": 3.6334, "step": 3 }, { "epoch": 0.00284615213572588, "grad_norm": 3.8864400386810303, "learning_rate": 9.99571699711836e-05, "loss": 3.1984, "step": 4 }, { "epoch": 0.00355769016965735, "grad_norm": 5.862198829650879, "learning_rate": 9.982876141412856e-05, "loss": 2.5223, "step": 5 }, { "epoch": 0.00426922820358882, "grad_norm": 4.417128562927246, "learning_rate": 9.961501876182148e-05, "loss": 1.8482, "step": 6 }, { "epoch": 0.00498076623752029, "grad_norm": 3.6660585403442383, "learning_rate": 9.931634888554937e-05, "loss": 1.3222, "step": 7 }, { "epoch": 0.00569230427145176, "grad_norm": 2.8245842456817627, "learning_rate": 9.893332032039701e-05, "loss": 0.9788, "step": 8 }, { "epoch": 0.00640384230538323, "grad_norm": 2.523778200149536, "learning_rate": 9.846666218300807e-05, "loss": 0.7001, "step": 9 }, { "epoch": 0.0071153803393147, "grad_norm": 2.617717742919922, "learning_rate": 9.791726278367022e-05, "loss": 0.5022, "step": 10 }, { "epoch": 0.00782691837324617, "grad_norm": 2.721231698989868, "learning_rate": 9.728616793536588e-05, "loss": 0.4812, "step": 11 }, { "epoch": 0.00853845640717764, "grad_norm": 2.917170524597168, "learning_rate": 9.657457896300791e-05, "loss": 0.407, "step": 12 }, { "epoch": 0.00924999444110911, "grad_norm": 4.139233112335205, "learning_rate": 9.578385041664925e-05, "loss": 0.965, "step": 13 }, { "epoch": 0.00996153247504058, "grad_norm": 3.3612873554229736, "learning_rate": 9.491548749301997e-05, "loss": 0.7595, "step": 14 }, { "epoch": 0.01067307050897205, "grad_norm": 3.3063018321990967, "learning_rate": 9.397114317029975e-05, "loss": 0.5902, "step": 15 }, { "epoch": 0.01138460854290352, "grad_norm": 3.0980429649353027, "learning_rate": 9.295261506157986e-05, "loss": 0.4998, "step": 16 }, { "epoch": 0.01209614657683499, "grad_norm": 1.7593947649002075, "learning_rate": 9.186184199300464e-05, "loss": 0.3775, "step": 17 }, { "epoch": 0.01280768461076646, "grad_norm": 0.964061439037323, "learning_rate": 9.070090031310558e-05, "loss": 0.3036, "step": 18 }, { "epoch": 0.01351922264469793, "grad_norm": 1.0408120155334473, "learning_rate": 8.947199994035401e-05, "loss": 0.2508, "step": 19 }, { "epoch": 0.0142307606786294, "grad_norm": 0.7718386650085449, "learning_rate": 8.817748015645558e-05, "loss": 0.1979, "step": 20 }, { "epoch": 0.01494229871256087, "grad_norm": 1.073320746421814, "learning_rate": 8.681980515339464e-05, "loss": 0.1971, "step": 21 }, { "epoch": 0.01565383674649234, "grad_norm": 0.6882893443107605, "learning_rate": 8.540155934270471e-05, "loss": 0.1843, "step": 22 }, { "epoch": 0.01636537478042381, "grad_norm": 0.8627312183380127, "learning_rate": 8.392544243589427e-05, "loss": 0.1888, "step": 23 }, { "epoch": 0.01707691281435528, "grad_norm": 0.8838256597518921, "learning_rate": 8.239426430539243e-05, "loss": 0.1508, "step": 24 }, { "epoch": 0.01778845084828675, "grad_norm": 1.3713014125823975, "learning_rate": 8.081093963579707e-05, "loss": 0.1561, "step": 25 }, { "epoch": 0.01778845084828675, "eval_loss": 0.30335336923599243, "eval_runtime": 3.496, "eval_samples_per_second": 14.302, "eval_steps_per_second": 3.719, "step": 25 }, { "epoch": 0.01849998888221822, "grad_norm": 2.975804090499878, "learning_rate": 7.917848237560709e-05, "loss": 0.5658, "step": 26 }, { "epoch": 0.01921152691614969, "grad_norm": 2.311894416809082, "learning_rate": 7.75e-05, "loss": 0.429, "step": 27 }, { "epoch": 0.01992306495008116, "grad_norm": 1.3672640323638916, "learning_rate": 7.577868759557654e-05, "loss": 0.2389, "step": 28 }, { "epoch": 0.02063460298401263, "grad_norm": 0.7648161053657532, "learning_rate": 7.401782177833148e-05, "loss": 0.2071, "step": 29 }, { "epoch": 0.0213461410179441, "grad_norm": 1.1158180236816406, "learning_rate": 7.222075445642904e-05, "loss": 0.1953, "step": 30 }, { "epoch": 0.02205767905187557, "grad_norm": 1.5425399541854858, "learning_rate": 7.03909064496551e-05, "loss": 0.1899, "step": 31 }, { "epoch": 0.02276921708580704, "grad_norm": 1.3230940103530884, "learning_rate": 6.853176097769229e-05, "loss": 0.131, "step": 32 }, { "epoch": 0.02348075511973851, "grad_norm": 0.7612606287002563, "learning_rate": 6.664685702961344e-05, "loss": 0.112, "step": 33 }, { "epoch": 0.02419229315366998, "grad_norm": 0.4409436285495758, "learning_rate": 6.473978262721463e-05, "loss": 0.107, "step": 34 }, { "epoch": 0.02490383118760145, "grad_norm": 0.4337151050567627, "learning_rate": 6.281416799501188e-05, "loss": 0.088, "step": 35 }, { "epoch": 0.02561536922153292, "grad_norm": 0.5711820125579834, "learning_rate": 6.087367864990233e-05, "loss": 0.1323, "step": 36 }, { "epoch": 0.02632690725546439, "grad_norm": 0.6534641981124878, "learning_rate": 5.8922008423644624e-05, "loss": 0.1032, "step": 37 }, { "epoch": 0.02703844528939586, "grad_norm": 1.1616266965866089, "learning_rate": 5.696287243144013e-05, "loss": 0.3308, "step": 38 }, { "epoch": 0.02774998332332733, "grad_norm": 1.08228600025177, "learning_rate": 5.500000000000001e-05, "loss": 0.2675, "step": 39 }, { "epoch": 0.0284615213572588, "grad_norm": 0.8149510025978088, "learning_rate": 5.303712756855988e-05, "loss": 0.177, "step": 40 }, { "epoch": 0.02917305939119027, "grad_norm": 0.7890299558639526, "learning_rate": 5.107799157635538e-05, "loss": 0.1581, "step": 41 }, { "epoch": 0.02988459742512174, "grad_norm": 0.46428173780441284, "learning_rate": 4.912632135009769e-05, "loss": 0.1306, "step": 42 }, { "epoch": 0.03059613545905321, "grad_norm": 0.4688973128795624, "learning_rate": 4.718583200498814e-05, "loss": 0.0909, "step": 43 }, { "epoch": 0.03130767349298468, "grad_norm": 0.5706167817115784, "learning_rate": 4.526021737278538e-05, "loss": 0.0766, "step": 44 }, { "epoch": 0.03201921152691615, "grad_norm": 0.7713613510131836, "learning_rate": 4.3353142970386564e-05, "loss": 0.093, "step": 45 }, { "epoch": 0.03273074956084762, "grad_norm": 0.7292242646217346, "learning_rate": 4.146823902230772e-05, "loss": 0.0818, "step": 46 }, { "epoch": 0.03344228759477909, "grad_norm": 0.745477557182312, "learning_rate": 3.960909355034491e-05, "loss": 0.0861, "step": 47 }, { "epoch": 0.03415382562871056, "grad_norm": 0.8162257671356201, "learning_rate": 3.777924554357096e-05, "loss": 0.1041, "step": 48 }, { "epoch": 0.03486536366264203, "grad_norm": 0.8203452229499817, "learning_rate": 3.598217822166854e-05, "loss": 0.0862, "step": 49 }, { "epoch": 0.0355769016965735, "grad_norm": 0.8991295695304871, "learning_rate": 3.422131240442349e-05, "loss": 0.0849, "step": 50 }, { "epoch": 0.0355769016965735, "eval_loss": 0.12278789281845093, "eval_runtime": 3.5088, "eval_samples_per_second": 14.25, "eval_steps_per_second": 3.705, "step": 50 }, { "epoch": 0.03628843973050497, "grad_norm": 1.0250176191329956, "learning_rate": 3.250000000000001e-05, "loss": 0.2113, "step": 51 }, { "epoch": 0.03699997776443644, "grad_norm": 0.8808900713920593, "learning_rate": 3.082151762439293e-05, "loss": 0.1611, "step": 52 }, { "epoch": 0.03771151579836791, "grad_norm": 0.8555270433425903, "learning_rate": 2.9189060364202943e-05, "loss": 0.127, "step": 53 }, { "epoch": 0.03842305383229938, "grad_norm": 0.9593107104301453, "learning_rate": 2.760573569460757e-05, "loss": 0.1143, "step": 54 }, { "epoch": 0.03913459186623085, "grad_norm": 0.8327104449272156, "learning_rate": 2.6074557564105727e-05, "loss": 0.0989, "step": 55 }, { "epoch": 0.03984612990016232, "grad_norm": 0.6464086174964905, "learning_rate": 2.459844065729529e-05, "loss": 0.0817, "step": 56 }, { "epoch": 0.04055766793409379, "grad_norm": 0.49059954285621643, "learning_rate": 2.3180194846605367e-05, "loss": 0.0748, "step": 57 }, { "epoch": 0.04126920596802526, "grad_norm": 0.3070560097694397, "learning_rate": 2.1822519843544424e-05, "loss": 0.0581, "step": 58 }, { "epoch": 0.04198074400195673, "grad_norm": 0.3088557720184326, "learning_rate": 2.0528000059645997e-05, "loss": 0.051, "step": 59 }, { "epoch": 0.0426922820358882, "grad_norm": 0.3666839301586151, "learning_rate": 1.9299099686894423e-05, "loss": 0.0588, "step": 60 }, { "epoch": 0.04340382006981967, "grad_norm": 0.4506279230117798, "learning_rate": 1.8138158006995364e-05, "loss": 0.0734, "step": 61 }, { "epoch": 0.04411535810375114, "grad_norm": 0.6894549131393433, "learning_rate": 1.7047384938420154e-05, "loss": 0.0656, "step": 62 }, { "epoch": 0.044826896137682606, "grad_norm": 2.1693735122680664, "learning_rate": 1.602885682970026e-05, "loss": 0.1742, "step": 63 }, { "epoch": 0.04553843417161408, "grad_norm": 0.7992150783538818, "learning_rate": 1.5084512506980026e-05, "loss": 0.1506, "step": 64 }, { "epoch": 0.046249972205545546, "grad_norm": 0.5185897350311279, "learning_rate": 1.4216149583350754e-05, "loss": 0.113, "step": 65 }, { "epoch": 0.04696151023947702, "grad_norm": 0.43015819787979126, "learning_rate": 1.3425421036992098e-05, "loss": 0.0864, "step": 66 }, { "epoch": 0.04767304827340849, "grad_norm": 0.38855844736099243, "learning_rate": 1.2713832064634126e-05, "loss": 0.0895, "step": 67 }, { "epoch": 0.04838458630733996, "grad_norm": 0.2907514274120331, "learning_rate": 1.2082737216329794e-05, "loss": 0.0589, "step": 68 }, { "epoch": 0.04909612434127143, "grad_norm": 0.34849977493286133, "learning_rate": 1.1533337816991932e-05, "loss": 0.0473, "step": 69 }, { "epoch": 0.0498076623752029, "grad_norm": 0.2817358672618866, "learning_rate": 1.1066679679603e-05, "loss": 0.0527, "step": 70 }, { "epoch": 0.05051920040913437, "grad_norm": 0.3551785349845886, "learning_rate": 1.0683651114450641e-05, "loss": 0.0596, "step": 71 }, { "epoch": 0.05123073844306584, "grad_norm": 0.3679645359516144, "learning_rate": 1.0384981238178534e-05, "loss": 0.0543, "step": 72 }, { "epoch": 0.05194227647699731, "grad_norm": 0.4032980799674988, "learning_rate": 1.017123858587145e-05, "loss": 0.0499, "step": 73 }, { "epoch": 0.05265381451092878, "grad_norm": 0.48960503935813904, "learning_rate": 1.00428300288164e-05, "loss": 0.0701, "step": 74 }, { "epoch": 0.05336535254486025, "grad_norm": 0.8739669322967529, "learning_rate": 1e-05, "loss": 0.0798, "step": 75 }, { "epoch": 0.05336535254486025, "eval_loss": 0.08122972398996353, "eval_runtime": 3.517, "eval_samples_per_second": 14.217, "eval_steps_per_second": 3.696, "step": 75 } ], "logging_steps": 1, "max_steps": 75, "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": 8.952125425975296e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }