{ "best_metric": 1.3719592094421387, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 0.01422475106685633, "eval_steps": 5, "global_step": 25, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0005689900426742532, "grad_norm": 1.732013463973999, "learning_rate": 2e-05, "loss": 6.0004, "step": 1 }, { "epoch": 0.0005689900426742532, "eval_loss": 1.5131011009216309, "eval_runtime": 116.905, "eval_samples_per_second": 6.33, "eval_steps_per_second": 3.165, "step": 1 }, { "epoch": 0.0011379800853485065, "grad_norm": 1.7130495309829712, "learning_rate": 4e-05, "loss": 6.6271, "step": 2 }, { "epoch": 0.0017069701280227596, "grad_norm": 2.198338508605957, "learning_rate": 6e-05, "loss": 7.4807, "step": 3 }, { "epoch": 0.002275960170697013, "grad_norm": 2.2081143856048584, "learning_rate": 8e-05, "loss": 8.7104, "step": 4 }, { "epoch": 0.002844950213371266, "grad_norm": 1.5882880687713623, "learning_rate": 0.0001, "loss": 6.7147, "step": 5 }, { "epoch": 0.002844950213371266, "eval_loss": 1.5044010877609253, "eval_runtime": 115.6383, "eval_samples_per_second": 6.399, "eval_steps_per_second": 3.2, "step": 5 }, { "epoch": 0.0034139402560455193, "grad_norm": 1.4717925786972046, "learning_rate": 0.00012, "loss": 4.0462, "step": 6 }, { "epoch": 0.003982930298719772, "grad_norm": 2.0216853618621826, "learning_rate": 0.00014, "loss": 5.9091, "step": 7 }, { "epoch": 0.004551920341394026, "grad_norm": 1.7940618991851807, "learning_rate": 0.00016, "loss": 4.312, "step": 8 }, { "epoch": 0.005120910384068279, "grad_norm": 2.1044986248016357, "learning_rate": 0.00018, "loss": 5.6228, "step": 9 }, { "epoch": 0.005689900426742532, "grad_norm": 3.0336008071899414, "learning_rate": 0.0002, "loss": 5.4563, "step": 10 }, { "epoch": 0.005689900426742532, "eval_loss": 1.4492992162704468, "eval_runtime": 126.3834, "eval_samples_per_second": 5.855, "eval_steps_per_second": 2.928, "step": 10 }, { "epoch": 0.006258890469416785, "grad_norm": 2.8724112510681152, "learning_rate": 0.00019781476007338058, "loss": 5.1733, "step": 11 }, { "epoch": 0.0068278805120910386, "grad_norm": 2.897056818008423, "learning_rate": 0.0001913545457642601, "loss": 4.9277, "step": 12 }, { "epoch": 0.007396870554765292, "grad_norm": 1.9220606088638306, "learning_rate": 0.00018090169943749476, "loss": 3.0438, "step": 13 }, { "epoch": 0.007965860597439544, "grad_norm": 4.364326000213623, "learning_rate": 0.00016691306063588583, "loss": 5.4731, "step": 14 }, { "epoch": 0.008534850640113799, "grad_norm": 3.4079654216766357, "learning_rate": 0.00015000000000000001, "loss": 6.2501, "step": 15 }, { "epoch": 0.008534850640113799, "eval_loss": 1.4071946144104004, "eval_runtime": 113.6558, "eval_samples_per_second": 6.511, "eval_steps_per_second": 3.255, "step": 15 }, { "epoch": 0.009103840682788052, "grad_norm": 3.1693203449249268, "learning_rate": 0.00013090169943749476, "loss": 5.6554, "step": 16 }, { "epoch": 0.009672830725462305, "grad_norm": 3.4745993614196777, "learning_rate": 0.00011045284632676536, "loss": 6.187, "step": 17 }, { "epoch": 0.010241820768136558, "grad_norm": 4.106719017028809, "learning_rate": 8.954715367323468e-05, "loss": 7.185, "step": 18 }, { "epoch": 0.010810810810810811, "grad_norm": 4.38962459564209, "learning_rate": 6.909830056250527e-05, "loss": 7.0849, "step": 19 }, { "epoch": 0.011379800853485065, "grad_norm": 3.2297611236572266, "learning_rate": 5.000000000000002e-05, "loss": 7.1814, "step": 20 }, { "epoch": 0.011379800853485065, "eval_loss": 1.3764064311981201, "eval_runtime": 116.0269, "eval_samples_per_second": 6.378, "eval_steps_per_second": 3.189, "step": 20 }, { "epoch": 0.011948790896159318, "grad_norm": 2.581949234008789, "learning_rate": 3.308693936411421e-05, "loss": 5.8999, "step": 21 }, { "epoch": 0.01251778093883357, "grad_norm": 2.7319865226745605, "learning_rate": 1.9098300562505266e-05, "loss": 5.0108, "step": 22 }, { "epoch": 0.013086770981507824, "grad_norm": 1.8899096250534058, "learning_rate": 8.645454235739903e-06, "loss": 3.3853, "step": 23 }, { "epoch": 0.013655761024182077, "grad_norm": 3.539898633956909, "learning_rate": 2.1852399266194314e-06, "loss": 8.5112, "step": 24 }, { "epoch": 0.01422475106685633, "grad_norm": 3.2797906398773193, "learning_rate": 0.0, "loss": 5.732, "step": 25 }, { "epoch": 0.01422475106685633, "eval_loss": 1.3719592094421387, "eval_runtime": 117.6658, "eval_samples_per_second": 6.289, "eval_steps_per_second": 3.144, "step": 25 } ], "logging_steps": 1, "max_steps": 25, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 10, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 2, "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": 5415537676910592.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }