{ "best_metric": 1.925268292427063, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.034638032559750606, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0006927606511950121, "grad_norm": 3.7394962310791016, "learning_rate": 2e-05, "loss": 1.8865, "step": 1 }, { "epoch": 0.0006927606511950121, "eval_loss": 3.4180867671966553, "eval_runtime": 105.9943, "eval_samples_per_second": 22.935, "eval_steps_per_second": 2.868, "step": 1 }, { "epoch": 0.0013855213023900243, "grad_norm": 4.808347702026367, "learning_rate": 4e-05, "loss": 2.8326, "step": 2 }, { "epoch": 0.0020782819535850364, "grad_norm": 4.704452991485596, "learning_rate": 6e-05, "loss": 2.8005, "step": 3 }, { "epoch": 0.0027710426047800486, "grad_norm": 3.6126086711883545, "learning_rate": 8e-05, "loss": 2.6763, "step": 4 }, { "epoch": 0.0034638032559750607, "grad_norm": 2.551593065261841, "learning_rate": 0.0001, "loss": 2.3357, "step": 5 }, { "epoch": 0.004156563907170073, "grad_norm": 3.7117197513580322, "learning_rate": 9.987820251299122e-05, "loss": 2.2963, "step": 6 }, { "epoch": 0.0048493245583650845, "grad_norm": 4.015963077545166, "learning_rate": 9.951340343707852e-05, "loss": 2.4067, "step": 7 }, { "epoch": 0.005542085209560097, "grad_norm": 2.8288285732269287, "learning_rate": 9.890738003669029e-05, "loss": 2.2358, "step": 8 }, { "epoch": 0.006234845860755109, "grad_norm": 1.7908943891525269, "learning_rate": 9.806308479691595e-05, "loss": 2.2186, "step": 9 }, { "epoch": 0.006927606511950121, "grad_norm": 1.5709354877471924, "learning_rate": 9.698463103929542e-05, "loss": 2.0185, "step": 10 }, { "epoch": 0.007620367163145133, "grad_norm": 1.5967903137207031, "learning_rate": 9.567727288213005e-05, "loss": 1.8455, "step": 11 }, { "epoch": 0.008313127814340146, "grad_norm": 1.84505033493042, "learning_rate": 9.414737964294636e-05, "loss": 1.9486, "step": 12 }, { "epoch": 0.009005888465535157, "grad_norm": 1.5930143594741821, "learning_rate": 9.24024048078213e-05, "loss": 1.8592, "step": 13 }, { "epoch": 0.009698649116730169, "grad_norm": 1.6891001462936401, "learning_rate": 9.045084971874738e-05, "loss": 1.8737, "step": 14 }, { "epoch": 0.010391409767925183, "grad_norm": 1.6946450471878052, "learning_rate": 8.83022221559489e-05, "loss": 2.034, "step": 15 }, { "epoch": 0.011084170419120194, "grad_norm": 1.7690061330795288, "learning_rate": 8.596699001693255e-05, "loss": 1.8169, "step": 16 }, { "epoch": 0.011776931070315206, "grad_norm": 1.732709527015686, "learning_rate": 8.345653031794292e-05, "loss": 1.8341, "step": 17 }, { "epoch": 0.012469691721510218, "grad_norm": 1.678829312324524, "learning_rate": 8.07830737662829e-05, "loss": 1.8869, "step": 18 }, { "epoch": 0.013162452372705231, "grad_norm": 1.8001278638839722, "learning_rate": 7.795964517353735e-05, "loss": 2.0451, "step": 19 }, { "epoch": 0.013855213023900243, "grad_norm": 1.6319921016693115, "learning_rate": 7.500000000000001e-05, "loss": 1.8867, "step": 20 }, { "epoch": 0.014547973675095255, "grad_norm": 1.8165608644485474, "learning_rate": 7.191855733945387e-05, "loss": 1.9055, "step": 21 }, { "epoch": 0.015240734326290266, "grad_norm": 1.745072364807129, "learning_rate": 6.873032967079561e-05, "loss": 1.7492, "step": 22 }, { "epoch": 0.01593349497748528, "grad_norm": 1.8668386936187744, "learning_rate": 6.545084971874738e-05, "loss": 1.9167, "step": 23 }, { "epoch": 0.01662625562868029, "grad_norm": 2.039052963256836, "learning_rate": 6.209609477998338e-05, "loss": 2.0707, "step": 24 }, { "epoch": 0.017319016279875303, "grad_norm": 1.9726697206497192, "learning_rate": 5.868240888334653e-05, "loss": 1.8683, "step": 25 }, { "epoch": 0.017319016279875303, "eval_loss": 2.0045647621154785, "eval_runtime": 107.4606, "eval_samples_per_second": 22.622, "eval_steps_per_second": 2.829, "step": 25 }, { "epoch": 0.018011776931070315, "grad_norm": 1.9637459516525269, "learning_rate": 5.522642316338268e-05, "loss": 1.9693, "step": 26 }, { "epoch": 0.018704537582265326, "grad_norm": 2.19867205619812, "learning_rate": 5.174497483512506e-05, "loss": 2.1042, "step": 27 }, { "epoch": 0.019397298233460338, "grad_norm": 3.29902720451355, "learning_rate": 4.825502516487497e-05, "loss": 2.1187, "step": 28 }, { "epoch": 0.02009005888465535, "grad_norm": 2.207946538925171, "learning_rate": 4.477357683661734e-05, "loss": 2.051, "step": 29 }, { "epoch": 0.020782819535850365, "grad_norm": 2.3919827938079834, "learning_rate": 4.131759111665349e-05, "loss": 2.0283, "step": 30 }, { "epoch": 0.021475580187045377, "grad_norm": 2.635960102081299, "learning_rate": 3.790390522001662e-05, "loss": 2.0517, "step": 31 }, { "epoch": 0.02216834083824039, "grad_norm": 2.4019076824188232, "learning_rate": 3.4549150281252636e-05, "loss": 2.0454, "step": 32 }, { "epoch": 0.0228611014894354, "grad_norm": 2.715149164199829, "learning_rate": 3.12696703292044e-05, "loss": 2.1534, "step": 33 }, { "epoch": 0.023553862140630412, "grad_norm": 2.745685338973999, "learning_rate": 2.8081442660546125e-05, "loss": 2.0358, "step": 34 }, { "epoch": 0.024246622791825424, "grad_norm": 3.077956199645996, "learning_rate": 2.500000000000001e-05, "loss": 1.9545, "step": 35 }, { "epoch": 0.024939383443020435, "grad_norm": 3.0853688716888428, "learning_rate": 2.2040354826462668e-05, "loss": 1.9959, "step": 36 }, { "epoch": 0.025632144094215447, "grad_norm": 3.2483320236206055, "learning_rate": 1.9216926233717085e-05, "loss": 2.2629, "step": 37 }, { "epoch": 0.026324904745410462, "grad_norm": 4.238058567047119, "learning_rate": 1.6543469682057106e-05, "loss": 2.1954, "step": 38 }, { "epoch": 0.027017665396605474, "grad_norm": 3.7182886600494385, "learning_rate": 1.4033009983067452e-05, "loss": 1.9383, "step": 39 }, { "epoch": 0.027710426047800486, "grad_norm": 3.5216612815856934, "learning_rate": 1.1697777844051105e-05, "loss": 1.8053, "step": 40 }, { "epoch": 0.028403186698995497, "grad_norm": 3.81185245513916, "learning_rate": 9.549150281252633e-06, "loss": 2.023, "step": 41 }, { "epoch": 0.02909594735019051, "grad_norm": 5.425981044769287, "learning_rate": 7.597595192178702e-06, "loss": 2.2643, "step": 42 }, { "epoch": 0.02978870800138552, "grad_norm": 5.006731033325195, "learning_rate": 5.852620357053651e-06, "loss": 1.8187, "step": 43 }, { "epoch": 0.030481468652580532, "grad_norm": 5.460813522338867, "learning_rate": 4.322727117869951e-06, "loss": 2.3796, "step": 44 }, { "epoch": 0.031174229303775544, "grad_norm": 5.395287036895752, "learning_rate": 3.0153689607045845e-06, "loss": 2.0059, "step": 45 }, { "epoch": 0.03186698995497056, "grad_norm": 5.910126686096191, "learning_rate": 1.9369152030840556e-06, "loss": 2.2614, "step": 46 }, { "epoch": 0.03255975060616557, "grad_norm": 8.539700508117676, "learning_rate": 1.0926199633097157e-06, "loss": 2.2344, "step": 47 }, { "epoch": 0.03325251125736058, "grad_norm": 7.000600337982178, "learning_rate": 4.865965629214819e-07, "loss": 2.1331, "step": 48 }, { "epoch": 0.03394527190855559, "grad_norm": 8.374863624572754, "learning_rate": 1.2179748700879012e-07, "loss": 1.8368, "step": 49 }, { "epoch": 0.034638032559750606, "grad_norm": 15.601841926574707, "learning_rate": 0.0, "loss": 2.3394, "step": 50 }, { "epoch": 0.034638032559750606, "eval_loss": 1.925268292427063, "eval_runtime": 107.3932, "eval_samples_per_second": 22.636, "eval_steps_per_second": 2.831, "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": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.927746687061197e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }