{ "best_metric": 0.3289429247379303, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 1.095890410958904, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.021917808219178082, "grad_norm": 0.5309956073760986, "learning_rate": 5e-05, "loss": 0.9998, "step": 1 }, { "epoch": 0.021917808219178082, "eval_loss": 0.922959566116333, "eval_runtime": 9.1452, "eval_samples_per_second": 33.679, "eval_steps_per_second": 4.265, "step": 1 }, { "epoch": 0.043835616438356165, "grad_norm": 0.5928106904029846, "learning_rate": 0.0001, "loss": 1.0009, "step": 2 }, { "epoch": 0.06575342465753424, "grad_norm": 0.8899253010749817, "learning_rate": 9.989294616193017e-05, "loss": 0.929, "step": 3 }, { "epoch": 0.08767123287671233, "grad_norm": 0.49359744787216187, "learning_rate": 9.957224306869053e-05, "loss": 0.8794, "step": 4 }, { "epoch": 0.1095890410958904, "grad_norm": 0.3235899806022644, "learning_rate": 9.903926402016153e-05, "loss": 0.743, "step": 5 }, { "epoch": 0.13150684931506848, "grad_norm": 0.39300400018692017, "learning_rate": 9.829629131445342e-05, "loss": 0.7132, "step": 6 }, { "epoch": 0.15342465753424658, "grad_norm": 0.39621931314468384, "learning_rate": 9.73465064747553e-05, "loss": 0.698, "step": 7 }, { "epoch": 0.17534246575342466, "grad_norm": 0.3912685513496399, "learning_rate": 9.619397662556435e-05, "loss": 0.5889, "step": 8 }, { "epoch": 0.19726027397260273, "grad_norm": 0.38956552743911743, "learning_rate": 9.484363707663442e-05, "loss": 0.6055, "step": 9 }, { "epoch": 0.2191780821917808, "grad_norm": 0.3890872597694397, "learning_rate": 9.330127018922194e-05, "loss": 0.5892, "step": 10 }, { "epoch": 0.2410958904109589, "grad_norm": 0.5318353772163391, "learning_rate": 9.157348061512727e-05, "loss": 0.6983, "step": 11 }, { "epoch": 0.26301369863013696, "grad_norm": 0.41043034195899963, "learning_rate": 8.966766701456177e-05, "loss": 0.6318, "step": 12 }, { "epoch": 0.28493150684931506, "grad_norm": 0.4656475782394409, "learning_rate": 8.759199037394887e-05, "loss": 0.6167, "step": 13 }, { "epoch": 0.30684931506849317, "grad_norm": 0.41714492440223694, "learning_rate": 8.535533905932738e-05, "loss": 0.4218, "step": 14 }, { "epoch": 0.3287671232876712, "grad_norm": 0.3533284366130829, "learning_rate": 8.296729075500344e-05, "loss": 0.4141, "step": 15 }, { "epoch": 0.3506849315068493, "grad_norm": 0.35052743554115295, "learning_rate": 8.043807145043604e-05, "loss": 0.4045, "step": 16 }, { "epoch": 0.3726027397260274, "grad_norm": 0.27618181705474854, "learning_rate": 7.777851165098012e-05, "loss": 0.3598, "step": 17 }, { "epoch": 0.39452054794520547, "grad_norm": 0.38521695137023926, "learning_rate": 7.500000000000001e-05, "loss": 0.4095, "step": 18 }, { "epoch": 0.41643835616438357, "grad_norm": 0.3628874123096466, "learning_rate": 7.211443451095007e-05, "loss": 0.3647, "step": 19 }, { "epoch": 0.4383561643835616, "grad_norm": 0.47639554738998413, "learning_rate": 6.91341716182545e-05, "loss": 0.4001, "step": 20 }, { "epoch": 0.4602739726027397, "grad_norm": 0.34673455357551575, "learning_rate": 6.607197326515808e-05, "loss": 0.3208, "step": 21 }, { "epoch": 0.4821917808219178, "grad_norm": 0.3707224428653717, "learning_rate": 6.294095225512603e-05, "loss": 0.3568, "step": 22 }, { "epoch": 0.5041095890410959, "grad_norm": 0.4798612892627716, "learning_rate": 5.9754516100806423e-05, "loss": 0.4584, "step": 23 }, { "epoch": 0.5260273972602739, "grad_norm": 0.46572381258010864, "learning_rate": 5.6526309611002594e-05, "loss": 0.474, "step": 24 }, { "epoch": 0.547945205479452, "grad_norm": 0.20725858211517334, "learning_rate": 5.327015646150716e-05, "loss": 0.3185, "step": 25 }, { "epoch": 0.547945205479452, "eval_loss": 0.35994160175323486, "eval_runtime": 9.1482, "eval_samples_per_second": 33.668, "eval_steps_per_second": 4.263, "step": 25 }, { "epoch": 0.5698630136986301, "grad_norm": 0.18687774240970612, "learning_rate": 5e-05, "loss": 0.3405, "step": 26 }, { "epoch": 0.5917808219178082, "grad_norm": 0.3074064254760742, "learning_rate": 4.6729843538492847e-05, "loss": 0.3813, "step": 27 }, { "epoch": 0.6136986301369863, "grad_norm": 0.2549058496952057, "learning_rate": 4.347369038899744e-05, "loss": 0.3335, "step": 28 }, { "epoch": 0.6356164383561644, "grad_norm": 0.26571619510650635, "learning_rate": 4.0245483899193595e-05, "loss": 0.3624, "step": 29 }, { "epoch": 0.6575342465753424, "grad_norm": 0.15630757808685303, "learning_rate": 3.705904774487396e-05, "loss": 0.3252, "step": 30 }, { "epoch": 0.6794520547945205, "grad_norm": 0.16660596430301666, "learning_rate": 3.392802673484193e-05, "loss": 0.3038, "step": 31 }, { "epoch": 0.7013698630136986, "grad_norm": 0.17555654048919678, "learning_rate": 3.086582838174551e-05, "loss": 0.3429, "step": 32 }, { "epoch": 0.7232876712328767, "grad_norm": 0.23803046345710754, "learning_rate": 2.7885565489049946e-05, "loss": 0.3609, "step": 33 }, { "epoch": 0.7452054794520548, "grad_norm": 0.4200612008571625, "learning_rate": 2.500000000000001e-05, "loss": 0.3764, "step": 34 }, { "epoch": 0.7671232876712328, "grad_norm": 0.3633013963699341, "learning_rate": 2.2221488349019903e-05, "loss": 0.3541, "step": 35 }, { "epoch": 0.7890410958904109, "grad_norm": 0.24594148993492126, "learning_rate": 1.9561928549563968e-05, "loss": 0.3537, "step": 36 }, { "epoch": 0.810958904109589, "grad_norm": 0.22163063287734985, "learning_rate": 1.703270924499656e-05, "loss": 0.3045, "step": 37 }, { "epoch": 0.8328767123287671, "grad_norm": 0.2199605107307434, "learning_rate": 1.4644660940672627e-05, "loss": 0.357, "step": 38 }, { "epoch": 0.8547945205479452, "grad_norm": 0.12918148934841156, "learning_rate": 1.2408009626051137e-05, "loss": 0.3086, "step": 39 }, { "epoch": 0.8767123287671232, "grad_norm": 0.14422573149204254, "learning_rate": 1.0332332985438248e-05, "loss": 0.3898, "step": 40 }, { "epoch": 0.8986301369863013, "grad_norm": 0.15807737410068512, "learning_rate": 8.426519384872733e-06, "loss": 0.353, "step": 41 }, { "epoch": 0.9205479452054794, "grad_norm": 0.1642392873764038, "learning_rate": 6.698729810778065e-06, "loss": 0.3235, "step": 42 }, { "epoch": 0.9424657534246575, "grad_norm": 0.16775958240032196, "learning_rate": 5.156362923365588e-06, "loss": 0.3054, "step": 43 }, { "epoch": 0.9643835616438357, "grad_norm": 0.16809241473674774, "learning_rate": 3.8060233744356633e-06, "loss": 0.3338, "step": 44 }, { "epoch": 0.9863013698630136, "grad_norm": 0.21692153811454773, "learning_rate": 2.653493525244721e-06, "loss": 0.3834, "step": 45 }, { "epoch": 1.0082191780821919, "grad_norm": 0.24826471507549286, "learning_rate": 1.70370868554659e-06, "loss": 0.4381, "step": 46 }, { "epoch": 1.0301369863013699, "grad_norm": 0.22392581403255463, "learning_rate": 9.607359798384785e-07, "loss": 0.3558, "step": 47 }, { "epoch": 1.0520547945205478, "grad_norm": 0.1663098931312561, "learning_rate": 4.277569313094809e-07, "loss": 0.3249, "step": 48 }, { "epoch": 1.073972602739726, "grad_norm": 0.1651916652917862, "learning_rate": 1.0705383806982606e-07, "loss": 0.3191, "step": 49 }, { "epoch": 1.095890410958904, "grad_norm": 0.13541460037231445, "learning_rate": 0.0, "loss": 0.3003, "step": 50 }, { "epoch": 1.095890410958904, "eval_loss": 0.3289429247379303, "eval_runtime": 9.3344, "eval_samples_per_second": 32.996, "eval_steps_per_second": 4.178, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 2, "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": 6.09155760273752e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }