{ "best_metric": 1.8889018297195435, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 0.004609569466211856, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 9.219138932423711e-05, "grad_norm": 1.0880687236785889, "learning_rate": 2e-05, "loss": 1.5748, "step": 1 }, { "epoch": 9.219138932423711e-05, "eval_loss": 3.124889850616455, "eval_runtime": 696.4631, "eval_samples_per_second": 26.231, "eval_steps_per_second": 3.279, "step": 1 }, { "epoch": 0.00018438277864847423, "grad_norm": 1.289193034172058, "learning_rate": 4e-05, "loss": 1.6741, "step": 2 }, { "epoch": 0.00027657416797271134, "grad_norm": 1.3748584985733032, "learning_rate": 6e-05, "loss": 1.7068, "step": 3 }, { "epoch": 0.00036876555729694845, "grad_norm": 1.3224939107894897, "learning_rate": 8e-05, "loss": 1.6635, "step": 4 }, { "epoch": 0.00046095694662118557, "grad_norm": 1.1940001249313354, "learning_rate": 0.0001, "loss": 1.5797, "step": 5 }, { "epoch": 0.0005531483359454227, "grad_norm": 1.0044355392456055, "learning_rate": 9.987820251299122e-05, "loss": 1.5046, "step": 6 }, { "epoch": 0.0006453397252696598, "grad_norm": 1.4259074926376343, "learning_rate": 9.951340343707852e-05, "loss": 1.6662, "step": 7 }, { "epoch": 0.0007375311145938969, "grad_norm": 1.283603310585022, "learning_rate": 9.890738003669029e-05, "loss": 1.698, "step": 8 }, { "epoch": 0.0008297225039181341, "grad_norm": 1.1590129137039185, "learning_rate": 9.806308479691595e-05, "loss": 1.6535, "step": 9 }, { "epoch": 0.0009219138932423711, "grad_norm": 1.174027681350708, "learning_rate": 9.698463103929542e-05, "loss": 1.7426, "step": 10 }, { "epoch": 0.0010141052825666083, "grad_norm": 1.0700634717941284, "learning_rate": 9.567727288213005e-05, "loss": 1.6378, "step": 11 }, { "epoch": 0.0011062966718908454, "grad_norm": 1.1304829120635986, "learning_rate": 9.414737964294636e-05, "loss": 1.7699, "step": 12 }, { "epoch": 0.0011984880612150824, "grad_norm": 1.523417353630066, "learning_rate": 9.24024048078213e-05, "loss": 1.8387, "step": 13 }, { "epoch": 0.0012906794505393197, "grad_norm": 1.4697535037994385, "learning_rate": 9.045084971874738e-05, "loss": 1.7118, "step": 14 }, { "epoch": 0.0013828708398635568, "grad_norm": 1.5495738983154297, "learning_rate": 8.83022221559489e-05, "loss": 1.7797, "step": 15 }, { "epoch": 0.0014750622291877938, "grad_norm": 1.4719034433364868, "learning_rate": 8.596699001693255e-05, "loss": 1.7696, "step": 16 }, { "epoch": 0.0015672536185120309, "grad_norm": 1.6226401329040527, "learning_rate": 8.345653031794292e-05, "loss": 1.7056, "step": 17 }, { "epoch": 0.0016594450078362682, "grad_norm": 1.627495288848877, "learning_rate": 8.07830737662829e-05, "loss": 1.7557, "step": 18 }, { "epoch": 0.0017516363971605052, "grad_norm": 1.6702443361282349, "learning_rate": 7.795964517353735e-05, "loss": 1.6834, "step": 19 }, { "epoch": 0.0018438277864847423, "grad_norm": 1.5949941873550415, "learning_rate": 7.500000000000001e-05, "loss": 1.7226, "step": 20 }, { "epoch": 0.0019360191758089795, "grad_norm": 1.4305518865585327, "learning_rate": 7.191855733945387e-05, "loss": 1.6224, "step": 21 }, { "epoch": 0.0020282105651332166, "grad_norm": 1.4910829067230225, "learning_rate": 6.873032967079561e-05, "loss": 1.6354, "step": 22 }, { "epoch": 0.0021204019544574537, "grad_norm": 1.780156135559082, "learning_rate": 6.545084971874738e-05, "loss": 1.6865, "step": 23 }, { "epoch": 0.0022125933437816907, "grad_norm": 1.8739795684814453, "learning_rate": 6.209609477998338e-05, "loss": 1.8644, "step": 24 }, { "epoch": 0.002304784733105928, "grad_norm": 1.7289330959320068, "learning_rate": 5.868240888334653e-05, "loss": 1.9582, "step": 25 }, { "epoch": 0.002304784733105928, "eval_loss": 1.8889018297195435, "eval_runtime": 700.0167, "eval_samples_per_second": 26.098, "eval_steps_per_second": 3.263, "step": 25 }, { "epoch": 0.002396976122430165, "grad_norm": 1.6782158613204956, "learning_rate": 5.522642316338268e-05, "loss": 1.8472, "step": 26 }, { "epoch": 0.0024891675117544023, "grad_norm": 2.059053897857666, "learning_rate": 5.174497483512506e-05, "loss": 1.8412, "step": 27 }, { "epoch": 0.0025813589010786394, "grad_norm": 1.918933391571045, "learning_rate": 4.825502516487497e-05, "loss": 2.0778, "step": 28 }, { "epoch": 0.0026735502904028765, "grad_norm": 1.7663246393203735, "learning_rate": 4.477357683661734e-05, "loss": 1.7202, "step": 29 }, { "epoch": 0.0027657416797271135, "grad_norm": 2.2439804077148438, "learning_rate": 4.131759111665349e-05, "loss": 1.7479, "step": 30 }, { "epoch": 0.0028579330690513506, "grad_norm": 1.8399550914764404, "learning_rate": 3.790390522001662e-05, "loss": 1.8053, "step": 31 }, { "epoch": 0.0029501244583755876, "grad_norm": 1.9142265319824219, "learning_rate": 3.4549150281252636e-05, "loss": 1.6902, "step": 32 }, { "epoch": 0.0030423158476998247, "grad_norm": 2.07477068901062, "learning_rate": 3.12696703292044e-05, "loss": 2.0066, "step": 33 }, { "epoch": 0.0031345072370240618, "grad_norm": 2.425363302230835, "learning_rate": 2.8081442660546125e-05, "loss": 1.7472, "step": 34 }, { "epoch": 0.0032266986263482992, "grad_norm": 2.3599395751953125, "learning_rate": 2.500000000000001e-05, "loss": 1.8948, "step": 35 }, { "epoch": 0.0033188900156725363, "grad_norm": 2.2230958938598633, "learning_rate": 2.2040354826462668e-05, "loss": 1.7077, "step": 36 }, { "epoch": 0.0034110814049967734, "grad_norm": 2.254925489425659, "learning_rate": 1.9216926233717085e-05, "loss": 1.8379, "step": 37 }, { "epoch": 0.0035032727943210104, "grad_norm": 2.3377599716186523, "learning_rate": 1.6543469682057106e-05, "loss": 1.8644, "step": 38 }, { "epoch": 0.0035954641836452475, "grad_norm": 2.5051825046539307, "learning_rate": 1.4033009983067452e-05, "loss": 2.2087, "step": 39 }, { "epoch": 0.0036876555729694845, "grad_norm": 2.2585108280181885, "learning_rate": 1.1697777844051105e-05, "loss": 2.0316, "step": 40 }, { "epoch": 0.0037798469622937216, "grad_norm": 2.4597954750061035, "learning_rate": 9.549150281252633e-06, "loss": 2.1561, "step": 41 }, { "epoch": 0.003872038351617959, "grad_norm": 2.5078132152557373, "learning_rate": 7.597595192178702e-06, "loss": 2.0898, "step": 42 }, { "epoch": 0.003964229740942196, "grad_norm": 2.5703673362731934, "learning_rate": 5.852620357053651e-06, "loss": 2.0668, "step": 43 }, { "epoch": 0.004056421130266433, "grad_norm": 2.4447693824768066, "learning_rate": 4.322727117869951e-06, "loss": 1.77, "step": 44 }, { "epoch": 0.00414861251959067, "grad_norm": 2.7371108531951904, "learning_rate": 3.0153689607045845e-06, "loss": 2.4302, "step": 45 }, { "epoch": 0.004240803908914907, "grad_norm": 2.6438939571380615, "learning_rate": 1.9369152030840556e-06, "loss": 2.1652, "step": 46 }, { "epoch": 0.004332995298239144, "grad_norm": 2.910571813583374, "learning_rate": 1.0926199633097157e-06, "loss": 2.3887, "step": 47 }, { "epoch": 0.0044251866875633815, "grad_norm": 3.2206871509552, "learning_rate": 4.865965629214819e-07, "loss": 2.2811, "step": 48 }, { "epoch": 0.0045173780768876185, "grad_norm": 3.3698575496673584, "learning_rate": 1.2179748700879012e-07, "loss": 2.4843, "step": 49 }, { "epoch": 0.004609569466211856, "grad_norm": 4.109394073486328, "learning_rate": 0.0, "loss": 2.6098, "step": 50 }, { "epoch": 0.004609569466211856, "eval_loss": 1.9887616634368896, "eval_runtime": 700.7022, "eval_samples_per_second": 26.072, "eval_steps_per_second": 3.26, "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": 5, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 1 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.790140366598963e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }