{ "best_metric": 1.336300015449524, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 3.0654205607476634, "eval_steps": 25, "global_step": 41, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07476635514018691, "grad_norm": 1.0299956798553467, "learning_rate": 5e-05, "loss": 1.8481, "step": 1 }, { "epoch": 0.07476635514018691, "eval_loss": 1.9835611581802368, "eval_runtime": 5.7638, "eval_samples_per_second": 15.615, "eval_steps_per_second": 2.082, "step": 1 }, { "epoch": 0.14953271028037382, "grad_norm": 1.4739512205123901, "learning_rate": 0.0001, "loss": 2.1583, "step": 2 }, { "epoch": 0.22429906542056074, "grad_norm": 1.7936453819274902, "learning_rate": 9.983786540671051e-05, "loss": 2.1667, "step": 3 }, { "epoch": 0.29906542056074764, "grad_norm": 0.6038073301315308, "learning_rate": 9.935251313189564e-05, "loss": 1.7027, "step": 4 }, { "epoch": 0.37383177570093457, "grad_norm": 0.8746582865715027, "learning_rate": 9.85470908713026e-05, "loss": 1.7715, "step": 5 }, { "epoch": 0.4485981308411215, "grad_norm": 1.1661409139633179, "learning_rate": 9.742682209735727e-05, "loss": 1.6901, "step": 6 }, { "epoch": 0.5233644859813084, "grad_norm": 0.736312985420227, "learning_rate": 9.599897218294122e-05, "loss": 1.7535, "step": 7 }, { "epoch": 0.5981308411214953, "grad_norm": 0.3984752893447876, "learning_rate": 9.42728012826605e-05, "loss": 1.5095, "step": 8 }, { "epoch": 0.6728971962616822, "grad_norm": 1.0699872970581055, "learning_rate": 9.225950427718975e-05, "loss": 1.4176, "step": 9 }, { "epoch": 0.7476635514018691, "grad_norm": 0.3961038887500763, "learning_rate": 8.997213817017507e-05, "loss": 1.7064, "step": 10 }, { "epoch": 0.822429906542056, "grad_norm": 0.36805129051208496, "learning_rate": 8.742553740855506e-05, "loss": 1.4594, "step": 11 }, { "epoch": 0.897196261682243, "grad_norm": 0.5991771221160889, "learning_rate": 8.463621767547998e-05, "loss": 1.4557, "step": 12 }, { "epoch": 0.9719626168224299, "grad_norm": 0.7024437785148621, "learning_rate": 8.162226877976887e-05, "loss": 1.4328, "step": 13 }, { "epoch": 1.0467289719626167, "grad_norm": 0.9319255352020264, "learning_rate": 7.840323733655778e-05, "loss": 2.7365, "step": 14 }, { "epoch": 1.1214953271028036, "grad_norm": 0.6409429907798767, "learning_rate": 7.500000000000001e-05, "loss": 1.3024, "step": 15 }, { "epoch": 1.1962616822429906, "grad_norm": 0.7907724380493164, "learning_rate": 7.143462807015271e-05, "loss": 1.2344, "step": 16 }, { "epoch": 1.2710280373831775, "grad_norm": 0.46261414885520935, "learning_rate": 6.773024435212678e-05, "loss": 1.5109, "step": 17 }, { "epoch": 1.3457943925233644, "grad_norm": 0.5007185339927673, "learning_rate": 6.391087319582264e-05, "loss": 1.4954, "step": 18 }, { "epoch": 1.4205607476635513, "grad_norm": 0.7378676533699036, "learning_rate": 6.0001284688802226e-05, "loss": 1.1935, "step": 19 }, { "epoch": 1.4953271028037383, "grad_norm": 0.39340218901634216, "learning_rate": 5.602683401276615e-05, "loss": 1.1742, "step": 20 }, { "epoch": 1.5700934579439252, "grad_norm": 0.46088534593582153, "learning_rate": 5.201329700547076e-05, "loss": 1.738, "step": 21 }, { "epoch": 1.644859813084112, "grad_norm": 0.5656598210334778, "learning_rate": 4.798670299452926e-05, "loss": 1.2124, "step": 22 }, { "epoch": 1.719626168224299, "grad_norm": 0.20644834637641907, "learning_rate": 4.397316598723385e-05, "loss": 0.4425, "step": 23 }, { "epoch": 1.794392523364486, "grad_norm": 0.46902337670326233, "learning_rate": 3.9998715311197785e-05, "loss": 2.6494, "step": 24 }, { "epoch": 1.8691588785046729, "grad_norm": 0.5184024572372437, "learning_rate": 3.608912680417737e-05, "loss": 1.2957, "step": 25 }, { "epoch": 1.8691588785046729, "eval_loss": 1.336300015449524, "eval_runtime": 5.7765, "eval_samples_per_second": 15.58, "eval_steps_per_second": 2.077, "step": 25 }, { "epoch": 1.9439252336448598, "grad_norm": 0.7272557616233826, "learning_rate": 3.226975564787322e-05, "loss": 1.2889, "step": 26 }, { "epoch": 2.0186915887850465, "grad_norm": 0.5690138936042786, "learning_rate": 2.8565371929847284e-05, "loss": 2.5088, "step": 27 }, { "epoch": 2.0934579439252334, "grad_norm": 0.3526255488395691, "learning_rate": 2.500000000000001e-05, "loss": 1.2991, "step": 28 }, { "epoch": 2.1682242990654204, "grad_norm": 0.47234588861465454, "learning_rate": 2.1596762663442218e-05, "loss": 1.1887, "step": 29 }, { "epoch": 2.2429906542056073, "grad_norm": 0.384577214717865, "learning_rate": 1.837773122023114e-05, "loss": 0.7942, "step": 30 }, { "epoch": 2.317757009345794, "grad_norm": 0.3493711054325104, "learning_rate": 1.536378232452003e-05, "loss": 2.081, "step": 31 }, { "epoch": 2.392523364485981, "grad_norm": 0.4692765176296234, "learning_rate": 1.257446259144494e-05, "loss": 1.1978, "step": 32 }, { "epoch": 2.467289719626168, "grad_norm": 0.31681570410728455, "learning_rate": 1.0027861829824952e-05, "loss": 0.9036, "step": 33 }, { "epoch": 2.542056074766355, "grad_norm": 0.36259856820106506, "learning_rate": 7.740495722810271e-06, "loss": 1.9976, "step": 34 }, { "epoch": 2.616822429906542, "grad_norm": 0.384077787399292, "learning_rate": 5.727198717339511e-06, "loss": 1.332, "step": 35 }, { "epoch": 2.691588785046729, "grad_norm": 0.27743789553642273, "learning_rate": 4.001027817058789e-06, "loss": 0.7633, "step": 36 }, { "epoch": 2.7663551401869158, "grad_norm": 0.32165083289146423, "learning_rate": 2.573177902642726e-06, "loss": 2.0513, "step": 37 }, { "epoch": 2.8411214953271027, "grad_norm": 0.39092400670051575, "learning_rate": 1.4529091286973995e-06, "loss": 1.1744, "step": 38 }, { "epoch": 2.9158878504672896, "grad_norm": 0.47860899567604065, "learning_rate": 6.474868681043578e-07, "loss": 1.1507, "step": 39 }, { "epoch": 2.9906542056074765, "grad_norm": 1.0024253129959106, "learning_rate": 1.6213459328950352e-07, "loss": 1.9473, "step": 40 }, { "epoch": 3.0654205607476634, "grad_norm": 0.37559443712234497, "learning_rate": 0.0, "loss": 1.7136, "step": 41 } ], "logging_steps": 1, "max_steps": 41, "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": 8.614183290158449e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }