{ "best_metric": 1.9444246292114258, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 3.136986301369863, "eval_steps": 25, "global_step": 42, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0730593607305936, "grad_norm": 1.6482079029083252, "learning_rate": 5e-05, "loss": 2.656, "step": 1 }, { "epoch": 0.0730593607305936, "eval_loss": 2.7438390254974365, "eval_runtime": 0.9774, "eval_samples_per_second": 51.154, "eval_steps_per_second": 13.3, "step": 1 }, { "epoch": 0.1461187214611872, "grad_norm": 1.9226343631744385, "learning_rate": 0.0001, "loss": 2.7281, "step": 2 }, { "epoch": 0.2191780821917808, "grad_norm": 1.4800227880477905, "learning_rate": 9.986128001799077e-05, "loss": 2.6887, "step": 3 }, { "epoch": 0.2922374429223744, "grad_norm": 1.1125712394714355, "learning_rate": 9.94459753267812e-05, "loss": 2.4225, "step": 4 }, { "epoch": 0.365296803652968, "grad_norm": 1.1823503971099854, "learning_rate": 9.875664641789545e-05, "loss": 2.3918, "step": 5 }, { "epoch": 0.4383561643835616, "grad_norm": 0.8967756032943726, "learning_rate": 9.779754323328192e-05, "loss": 2.3929, "step": 6 }, { "epoch": 0.5114155251141552, "grad_norm": 0.7958990931510925, "learning_rate": 9.657457896300791e-05, "loss": 2.2641, "step": 7 }, { "epoch": 0.5844748858447488, "grad_norm": 0.6753748655319214, "learning_rate": 9.509529358847655e-05, "loss": 2.2993, "step": 8 }, { "epoch": 0.6575342465753424, "grad_norm": 0.7301414608955383, "learning_rate": 9.336880739593416e-05, "loss": 2.2233, "step": 9 }, { "epoch": 0.730593607305936, "grad_norm": 0.687423050403595, "learning_rate": 9.140576474687264e-05, "loss": 2.2194, "step": 10 }, { "epoch": 0.8036529680365296, "grad_norm": 0.5609395503997803, "learning_rate": 8.921826845200139e-05, "loss": 2.1855, "step": 11 }, { "epoch": 0.8767123287671232, "grad_norm": 0.5811583399772644, "learning_rate": 8.681980515339464e-05, "loss": 2.2311, "step": 12 }, { "epoch": 0.9497716894977168, "grad_norm": 0.7160845994949341, "learning_rate": 8.422516217485826e-05, "loss": 2.1034, "step": 13 }, { "epoch": 1.045662100456621, "grad_norm": 0.9691987633705139, "learning_rate": 8.14503363531613e-05, "loss": 3.6047, "step": 14 }, { "epoch": 1.1187214611872145, "grad_norm": 0.5950197577476501, "learning_rate": 7.85124354122177e-05, "loss": 2.0689, "step": 15 }, { "epoch": 1.191780821917808, "grad_norm": 0.6271862387657166, "learning_rate": 7.542957248827961e-05, "loss": 2.0355, "step": 16 }, { "epoch": 1.2648401826484017, "grad_norm": 0.6004878878593445, "learning_rate": 7.222075445642904e-05, "loss": 1.9554, "step": 17 }, { "epoch": 1.3378995433789953, "grad_norm": 0.6051047444343567, "learning_rate": 6.890576474687263e-05, "loss": 2.1242, "step": 18 }, { "epoch": 1.410958904109589, "grad_norm": 0.5908260345458984, "learning_rate": 6.550504137351576e-05, "loss": 2.01, "step": 19 }, { "epoch": 1.4840182648401825, "grad_norm": 0.6053179502487183, "learning_rate": 6.203955092681039e-05, "loss": 1.6291, "step": 20 }, { "epoch": 1.5570776255707761, "grad_norm": 0.7734953165054321, "learning_rate": 5.8530659307753036e-05, "loss": 2.283, "step": 21 }, { "epoch": 1.6301369863013697, "grad_norm": 0.7120858430862427, "learning_rate": 5.500000000000001e-05, "loss": 2.0543, "step": 22 }, { "epoch": 1.7031963470319633, "grad_norm": 0.718116283416748, "learning_rate": 5.1469340692246995e-05, "loss": 1.637, "step": 23 }, { "epoch": 1.776255707762557, "grad_norm": 0.7466245293617249, "learning_rate": 4.7960449073189606e-05, "loss": 2.0311, "step": 24 }, { "epoch": 1.8493150684931505, "grad_norm": 0.7178733348846436, "learning_rate": 4.4494958626484276e-05, "loss": 1.9781, "step": 25 }, { "epoch": 1.8493150684931505, "eval_loss": 1.9444246292114258, "eval_runtime": 0.975, "eval_samples_per_second": 51.282, "eval_steps_per_second": 13.333, "step": 25 }, { "epoch": 1.9223744292237441, "grad_norm": 0.9402605891227722, "learning_rate": 4.109423525312738e-05, "loss": 2.0855, "step": 26 }, { "epoch": 2.018264840182648, "grad_norm": 1.2514342069625854, "learning_rate": 3.777924554357096e-05, "loss": 2.9363, "step": 27 }, { "epoch": 2.091324200913242, "grad_norm": 0.7443793416023254, "learning_rate": 3.45704275117204e-05, "loss": 1.8411, "step": 28 }, { "epoch": 2.1643835616438354, "grad_norm": 0.7808946371078491, "learning_rate": 3.1487564587782306e-05, "loss": 1.8517, "step": 29 }, { "epoch": 2.237442922374429, "grad_norm": 0.7538257837295532, "learning_rate": 2.854966364683872e-05, "loss": 1.5841, "step": 30 }, { "epoch": 2.3105022831050226, "grad_norm": 0.8428553342819214, "learning_rate": 2.577483782514174e-05, "loss": 2.0184, "step": 31 }, { "epoch": 2.383561643835616, "grad_norm": 0.8057328462600708, "learning_rate": 2.3180194846605367e-05, "loss": 1.829, "step": 32 }, { "epoch": 2.45662100456621, "grad_norm": 0.8969247937202454, "learning_rate": 2.0781731547998614e-05, "loss": 1.6691, "step": 33 }, { "epoch": 2.5296803652968034, "grad_norm": 0.9457578063011169, "learning_rate": 1.8594235253127375e-05, "loss": 1.8235, "step": 34 }, { "epoch": 2.602739726027397, "grad_norm": 0.9133532643318176, "learning_rate": 1.6631192604065855e-05, "loss": 1.8459, "step": 35 }, { "epoch": 2.6757990867579906, "grad_norm": 0.8409977555274963, "learning_rate": 1.490470641152345e-05, "loss": 1.6627, "step": 36 }, { "epoch": 2.748858447488584, "grad_norm": 0.9554385542869568, "learning_rate": 1.3425421036992098e-05, "loss": 1.7595, "step": 37 }, { "epoch": 2.821917808219178, "grad_norm": 0.9131757020950317, "learning_rate": 1.2202456766718093e-05, "loss": 1.7983, "step": 38 }, { "epoch": 2.8949771689497714, "grad_norm": 0.9879626631736755, "learning_rate": 1.1243353582104556e-05, "loss": 1.741, "step": 39 }, { "epoch": 2.968036529680365, "grad_norm": 1.428398847579956, "learning_rate": 1.0554024673218807e-05, "loss": 2.4764, "step": 40 }, { "epoch": 3.0639269406392695, "grad_norm": 1.055842399597168, "learning_rate": 1.0138719982009242e-05, "loss": 1.9769, "step": 41 }, { "epoch": 3.136986301369863, "grad_norm": 0.9232267141342163, "learning_rate": 1e-05, "loss": 1.7724, "step": 42 } ], "logging_steps": 1, "max_steps": 42, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 1.3648395138760704e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }