{ "best_metric": 1.8351699113845825, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.13805004314063848, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0027610008628127696, "grad_norm": 121.57788848876953, "learning_rate": 5e-05, "loss": 13.5104, "step": 1 }, { "epoch": 0.0027610008628127696, "eval_loss": 13.60006046295166, "eval_runtime": 22.1692, "eval_samples_per_second": 110.063, "eval_steps_per_second": 13.758, "step": 1 }, { "epoch": 0.005522001725625539, "grad_norm": 120.4114761352539, "learning_rate": 0.0001, "loss": 13.5466, "step": 2 }, { "epoch": 0.00828300258843831, "grad_norm": 189.47218322753906, "learning_rate": 9.989294616193017e-05, "loss": 13.0268, "step": 3 }, { "epoch": 0.011044003451251078, "grad_norm": 74.05614471435547, "learning_rate": 9.957224306869053e-05, "loss": 8.1214, "step": 4 }, { "epoch": 0.013805004314063849, "grad_norm": 65.40906524658203, "learning_rate": 9.903926402016153e-05, "loss": 5.8602, "step": 5 }, { "epoch": 0.01656600517687662, "grad_norm": 49.65504455566406, "learning_rate": 9.829629131445342e-05, "loss": 4.3736, "step": 6 }, { "epoch": 0.019327006039689388, "grad_norm": 75.54695892333984, "learning_rate": 9.73465064747553e-05, "loss": 3.7208, "step": 7 }, { "epoch": 0.022088006902502157, "grad_norm": 32.32862854003906, "learning_rate": 9.619397662556435e-05, "loss": 3.0733, "step": 8 }, { "epoch": 0.024849007765314925, "grad_norm": 13.67139720916748, "learning_rate": 9.484363707663442e-05, "loss": 2.6005, "step": 9 }, { "epoch": 0.027610008628127698, "grad_norm": 19.72774887084961, "learning_rate": 9.330127018922194e-05, "loss": 2.4848, "step": 10 }, { "epoch": 0.030371009490940466, "grad_norm": 26.92169952392578, "learning_rate": 9.157348061512727e-05, "loss": 2.2381, "step": 11 }, { "epoch": 0.03313201035375324, "grad_norm": 63.783424377441406, "learning_rate": 8.966766701456177e-05, "loss": 6.0044, "step": 12 }, { "epoch": 0.035893011216566004, "grad_norm": 27.033920288085938, "learning_rate": 8.759199037394887e-05, "loss": 4.1015, "step": 13 }, { "epoch": 0.038654012079378776, "grad_norm": 25.252769470214844, "learning_rate": 8.535533905932738e-05, "loss": 2.2373, "step": 14 }, { "epoch": 0.04141501294219154, "grad_norm": 15.015902519226074, "learning_rate": 8.296729075500344e-05, "loss": 1.966, "step": 15 }, { "epoch": 0.04417601380500431, "grad_norm": 11.274029731750488, "learning_rate": 8.043807145043604e-05, "loss": 1.8608, "step": 16 }, { "epoch": 0.046937014667817085, "grad_norm": 6.833890914916992, "learning_rate": 7.777851165098012e-05, "loss": 1.8622, "step": 17 }, { "epoch": 0.04969801553062985, "grad_norm": 4.205880641937256, "learning_rate": 7.500000000000001e-05, "loss": 1.7259, "step": 18 }, { "epoch": 0.05245901639344262, "grad_norm": 8.309425354003906, "learning_rate": 7.211443451095007e-05, "loss": 1.8331, "step": 19 }, { "epoch": 0.055220017256255395, "grad_norm": 1.8611191511154175, "learning_rate": 6.91341716182545e-05, "loss": 1.7104, "step": 20 }, { "epoch": 0.05798101811906816, "grad_norm": 3.5068414211273193, "learning_rate": 6.607197326515808e-05, "loss": 1.6505, "step": 21 }, { "epoch": 0.06074201898188093, "grad_norm": 6.320912837982178, "learning_rate": 6.294095225512603e-05, "loss": 1.6542, "step": 22 }, { "epoch": 0.0635030198446937, "grad_norm": 3.254844903945923, "learning_rate": 5.9754516100806423e-05, "loss": 1.6272, "step": 23 }, { "epoch": 0.06626402070750648, "grad_norm": 20.136241912841797, "learning_rate": 5.6526309611002594e-05, "loss": 3.3386, "step": 24 }, { "epoch": 0.06902502157031924, "grad_norm": 39.7511100769043, "learning_rate": 5.327015646150716e-05, "loss": 4.4797, "step": 25 }, { "epoch": 0.06902502157031924, "eval_loss": 1.9534236192703247, "eval_runtime": 22.1838, "eval_samples_per_second": 109.99, "eval_steps_per_second": 13.749, "step": 25 }, { "epoch": 0.07178602243313201, "grad_norm": 11.875720024108887, "learning_rate": 5e-05, "loss": 2.4916, "step": 26 }, { "epoch": 0.07454702329594479, "grad_norm": 5.627650260925293, "learning_rate": 4.6729843538492847e-05, "loss": 1.7081, "step": 27 }, { "epoch": 0.07730802415875755, "grad_norm": 4.874751567840576, "learning_rate": 4.347369038899744e-05, "loss": 1.6722, "step": 28 }, { "epoch": 0.08006902502157032, "grad_norm": 4.535109043121338, "learning_rate": 4.0245483899193595e-05, "loss": 1.6553, "step": 29 }, { "epoch": 0.08283002588438308, "grad_norm": 3.0000500679016113, "learning_rate": 3.705904774487396e-05, "loss": 1.6382, "step": 30 }, { "epoch": 0.08559102674719586, "grad_norm": 0.9891252517700195, "learning_rate": 3.392802673484193e-05, "loss": 1.6092, "step": 31 }, { "epoch": 0.08835202761000863, "grad_norm": 3.292105197906494, "learning_rate": 3.086582838174551e-05, "loss": 1.5993, "step": 32 }, { "epoch": 0.09111302847282139, "grad_norm": 2.8137319087982178, "learning_rate": 2.7885565489049946e-05, "loss": 1.6062, "step": 33 }, { "epoch": 0.09387402933563417, "grad_norm": 0.6060113906860352, "learning_rate": 2.500000000000001e-05, "loss": 1.5763, "step": 34 }, { "epoch": 0.09663503019844694, "grad_norm": 1.3685656785964966, "learning_rate": 2.2221488349019903e-05, "loss": 1.5971, "step": 35 }, { "epoch": 0.0993960310612597, "grad_norm": 3.1901323795318604, "learning_rate": 1.9561928549563968e-05, "loss": 1.6005, "step": 36 }, { "epoch": 0.10215703192407248, "grad_norm": 27.733556747436523, "learning_rate": 1.703270924499656e-05, "loss": 3.9088, "step": 37 }, { "epoch": 0.10491803278688525, "grad_norm": 16.257993698120117, "learning_rate": 1.4644660940672627e-05, "loss": 3.3302, "step": 38 }, { "epoch": 0.10767903364969801, "grad_norm": 2.6833341121673584, "learning_rate": 1.2408009626051137e-05, "loss": 1.6092, "step": 39 }, { "epoch": 0.11044003451251079, "grad_norm": 2.7292048931121826, "learning_rate": 1.0332332985438248e-05, "loss": 1.5974, "step": 40 }, { "epoch": 0.11320103537532356, "grad_norm": 1.0176692008972168, "learning_rate": 8.426519384872733e-06, "loss": 1.5762, "step": 41 }, { "epoch": 0.11596203623813632, "grad_norm": 2.5920333862304688, "learning_rate": 6.698729810778065e-06, "loss": 1.5751, "step": 42 }, { "epoch": 0.1187230371009491, "grad_norm": 2.3291893005371094, "learning_rate": 5.156362923365588e-06, "loss": 1.5899, "step": 43 }, { "epoch": 0.12148403796376187, "grad_norm": 0.8562758564949036, "learning_rate": 3.8060233744356633e-06, "loss": 1.5714, "step": 44 }, { "epoch": 0.12424503882657463, "grad_norm": 3.0587594509124756, "learning_rate": 2.653493525244721e-06, "loss": 1.5834, "step": 45 }, { "epoch": 0.1270060396893874, "grad_norm": 0.6108625531196594, "learning_rate": 1.70370868554659e-06, "loss": 1.5768, "step": 46 }, { "epoch": 0.12976704055220017, "grad_norm": 0.5593339800834656, "learning_rate": 9.607359798384785e-07, "loss": 1.5774, "step": 47 }, { "epoch": 0.13252804141501295, "grad_norm": 0.6090744733810425, "learning_rate": 4.277569313094809e-07, "loss": 1.5771, "step": 48 }, { "epoch": 0.1352890422778257, "grad_norm": 14.088340759277344, "learning_rate": 1.0705383806982606e-07, "loss": 2.6429, "step": 49 }, { "epoch": 0.13805004314063848, "grad_norm": 26.365188598632812, "learning_rate": 0.0, "loss": 3.5791, "step": 50 }, { "epoch": 0.13805004314063848, "eval_loss": 1.8351699113845825, "eval_runtime": 22.1791, "eval_samples_per_second": 110.013, "eval_steps_per_second": 13.752, "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": 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": 8.33416392081408e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }