{ "best_metric": 1.7662628889083862, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.08406893652795293, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0016813787305590584, "grad_norm": 10.135553359985352, "learning_rate": 2e-05, "loss": 2.9782, "step": 1 }, { "epoch": 0.0016813787305590584, "eval_loss": 3.21144437789917, "eval_runtime": 53.0035, "eval_samples_per_second": 18.904, "eval_steps_per_second": 2.377, "step": 1 }, { "epoch": 0.003362757461118117, "grad_norm": 13.88785171508789, "learning_rate": 4e-05, "loss": 3.1329, "step": 2 }, { "epoch": 0.005044136191677175, "grad_norm": 12.898653984069824, "learning_rate": 6e-05, "loss": 3.1041, "step": 3 }, { "epoch": 0.006725514922236234, "grad_norm": 9.094704627990723, "learning_rate": 8e-05, "loss": 2.8054, "step": 4 }, { "epoch": 0.008406893652795292, "grad_norm": 7.46572732925415, "learning_rate": 0.0001, "loss": 2.5505, "step": 5 }, { "epoch": 0.01008827238335435, "grad_norm": 7.371476650238037, "learning_rate": 9.987820251299122e-05, "loss": 2.1935, "step": 6 }, { "epoch": 0.011769651113913409, "grad_norm": 7.186361789703369, "learning_rate": 9.951340343707852e-05, "loss": 2.3779, "step": 7 }, { "epoch": 0.013451029844472467, "grad_norm": 11.818228721618652, "learning_rate": 9.890738003669029e-05, "loss": 2.1594, "step": 8 }, { "epoch": 0.015132408575031526, "grad_norm": 7.285848140716553, "learning_rate": 9.806308479691595e-05, "loss": 1.9909, "step": 9 }, { "epoch": 0.016813787305590584, "grad_norm": 8.513412475585938, "learning_rate": 9.698463103929542e-05, "loss": 1.8339, "step": 10 }, { "epoch": 0.018495166036149643, "grad_norm": 7.990869522094727, "learning_rate": 9.567727288213005e-05, "loss": 1.8169, "step": 11 }, { "epoch": 0.0201765447667087, "grad_norm": 7.474752426147461, "learning_rate": 9.414737964294636e-05, "loss": 1.8376, "step": 12 }, { "epoch": 0.02185792349726776, "grad_norm": 6.102835178375244, "learning_rate": 9.24024048078213e-05, "loss": 1.7897, "step": 13 }, { "epoch": 0.023539302227826818, "grad_norm": 8.088296890258789, "learning_rate": 9.045084971874738e-05, "loss": 1.8382, "step": 14 }, { "epoch": 0.025220680958385876, "grad_norm": 6.149331092834473, "learning_rate": 8.83022221559489e-05, "loss": 1.4226, "step": 15 }, { "epoch": 0.026902059688944935, "grad_norm": 6.285677909851074, "learning_rate": 8.596699001693255e-05, "loss": 1.4337, "step": 16 }, { "epoch": 0.028583438419503993, "grad_norm": 12.84572982788086, "learning_rate": 8.345653031794292e-05, "loss": 1.9918, "step": 17 }, { "epoch": 0.03026481715006305, "grad_norm": 7.258878231048584, "learning_rate": 8.07830737662829e-05, "loss": 1.7715, "step": 18 }, { "epoch": 0.031946195880622114, "grad_norm": 6.156888961791992, "learning_rate": 7.795964517353735e-05, "loss": 1.8406, "step": 19 }, { "epoch": 0.03362757461118117, "grad_norm": 4.980958461761475, "learning_rate": 7.500000000000001e-05, "loss": 1.4166, "step": 20 }, { "epoch": 0.03530895334174023, "grad_norm": 4.382655620574951, "learning_rate": 7.191855733945387e-05, "loss": 1.5156, "step": 21 }, { "epoch": 0.036990332072299285, "grad_norm": 4.707004070281982, "learning_rate": 6.873032967079561e-05, "loss": 1.602, "step": 22 }, { "epoch": 0.03867171080285835, "grad_norm": 4.767475128173828, "learning_rate": 6.545084971874738e-05, "loss": 1.6445, "step": 23 }, { "epoch": 0.0403530895334174, "grad_norm": 5.48907995223999, "learning_rate": 6.209609477998338e-05, "loss": 1.8305, "step": 24 }, { "epoch": 0.042034468263976464, "grad_norm": 4.800668239593506, "learning_rate": 5.868240888334653e-05, "loss": 1.5833, "step": 25 }, { "epoch": 0.042034468263976464, "eval_loss": 1.8236191272735596, "eval_runtime": 54.1125, "eval_samples_per_second": 18.517, "eval_steps_per_second": 2.328, "step": 25 }, { "epoch": 0.04371584699453552, "grad_norm": 5.956356048583984, "learning_rate": 5.522642316338268e-05, "loss": 2.0353, "step": 26 }, { "epoch": 0.04539722572509458, "grad_norm": 4.612515449523926, "learning_rate": 5.174497483512506e-05, "loss": 1.6238, "step": 27 }, { "epoch": 0.047078604455653636, "grad_norm": 4.8809123039245605, "learning_rate": 4.825502516487497e-05, "loss": 1.9787, "step": 28 }, { "epoch": 0.0487599831862127, "grad_norm": 3.906742811203003, "learning_rate": 4.477357683661734e-05, "loss": 1.485, "step": 29 }, { "epoch": 0.05044136191677175, "grad_norm": 4.447406768798828, "learning_rate": 4.131759111665349e-05, "loss": 1.7703, "step": 30 }, { "epoch": 0.052122740647330815, "grad_norm": 4.723405361175537, "learning_rate": 3.790390522001662e-05, "loss": 1.8074, "step": 31 }, { "epoch": 0.05380411937788987, "grad_norm": 4.21617317199707, "learning_rate": 3.4549150281252636e-05, "loss": 1.551, "step": 32 }, { "epoch": 0.05548549810844893, "grad_norm": 4.369323253631592, "learning_rate": 3.12696703292044e-05, "loss": 1.7616, "step": 33 }, { "epoch": 0.057166876839007986, "grad_norm": 4.459974765777588, "learning_rate": 2.8081442660546125e-05, "loss": 1.6983, "step": 34 }, { "epoch": 0.05884825556956705, "grad_norm": 4.366460800170898, "learning_rate": 2.500000000000001e-05, "loss": 1.511, "step": 35 }, { "epoch": 0.0605296343001261, "grad_norm": 4.228405952453613, "learning_rate": 2.2040354826462668e-05, "loss": 1.783, "step": 36 }, { "epoch": 0.062211013030685165, "grad_norm": 5.334435939788818, "learning_rate": 1.9216926233717085e-05, "loss": 1.7047, "step": 37 }, { "epoch": 0.06389239176124423, "grad_norm": 4.155223846435547, "learning_rate": 1.6543469682057106e-05, "loss": 1.5862, "step": 38 }, { "epoch": 0.06557377049180328, "grad_norm": 4.632593154907227, "learning_rate": 1.4033009983067452e-05, "loss": 1.8208, "step": 39 }, { "epoch": 0.06725514922236234, "grad_norm": 3.9671783447265625, "learning_rate": 1.1697777844051105e-05, "loss": 1.5067, "step": 40 }, { "epoch": 0.06893652795292139, "grad_norm": 4.850368022918701, "learning_rate": 9.549150281252633e-06, "loss": 1.6973, "step": 41 }, { "epoch": 0.07061790668348046, "grad_norm": 4.238636016845703, "learning_rate": 7.597595192178702e-06, "loss": 1.475, "step": 42 }, { "epoch": 0.07229928541403952, "grad_norm": 4.3667311668396, "learning_rate": 5.852620357053651e-06, "loss": 1.7199, "step": 43 }, { "epoch": 0.07398066414459857, "grad_norm": 4.188448429107666, "learning_rate": 4.322727117869951e-06, "loss": 1.6647, "step": 44 }, { "epoch": 0.07566204287515763, "grad_norm": 4.366857528686523, "learning_rate": 3.0153689607045845e-06, "loss": 1.5364, "step": 45 }, { "epoch": 0.0773434216057167, "grad_norm": 3.411229372024536, "learning_rate": 1.9369152030840556e-06, "loss": 1.2497, "step": 46 }, { "epoch": 0.07902480033627575, "grad_norm": 4.079202651977539, "learning_rate": 1.0926199633097157e-06, "loss": 1.5037, "step": 47 }, { "epoch": 0.0807061790668348, "grad_norm": 4.219734191894531, "learning_rate": 4.865965629214819e-07, "loss": 1.255, "step": 48 }, { "epoch": 0.08238755779739386, "grad_norm": 4.017161846160889, "learning_rate": 1.2179748700879012e-07, "loss": 1.2695, "step": 49 }, { "epoch": 0.08406893652795293, "grad_norm": 4.850399017333984, "learning_rate": 0.0, "loss": 1.3426, "step": 50 }, { "epoch": 0.08406893652795293, "eval_loss": 1.7662628889083862, "eval_runtime": 54.1007, "eval_samples_per_second": 18.521, "eval_steps_per_second": 2.329, "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": 4.86582113009664e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }