{ "best_metric": 0.4769541323184967, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.7850834151128557, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.015701668302257114, "grad_norm": 170.09814453125, "learning_rate": 5e-05, "loss": 1.8636, "step": 1 }, { "epoch": 0.015701668302257114, "eval_loss": 2.6159276962280273, "eval_runtime": 16.4424, "eval_samples_per_second": 26.152, "eval_steps_per_second": 3.284, "step": 1 }, { "epoch": 0.03140333660451423, "grad_norm": 524.267333984375, "learning_rate": 0.0001, "loss": 4.8384, "step": 2 }, { "epoch": 0.047105004906771344, "grad_norm": 317.7803039550781, "learning_rate": 9.989294616193017e-05, "loss": 2.5844, "step": 3 }, { "epoch": 0.06280667320902845, "grad_norm": 2709.66552734375, "learning_rate": 9.957224306869053e-05, "loss": 7.6382, "step": 4 }, { "epoch": 0.07850834151128558, "grad_norm": 314.3463134765625, "learning_rate": 9.903926402016153e-05, "loss": 1.7676, "step": 5 }, { "epoch": 0.09421000981354269, "grad_norm": 239.6953125, "learning_rate": 9.829629131445342e-05, "loss": 1.5485, "step": 6 }, { "epoch": 0.1099116781157998, "grad_norm": 130.650146484375, "learning_rate": 9.73465064747553e-05, "loss": 1.1849, "step": 7 }, { "epoch": 0.1256133464180569, "grad_norm": 88.36298370361328, "learning_rate": 9.619397662556435e-05, "loss": 0.8632, "step": 8 }, { "epoch": 0.14131501472031405, "grad_norm": 74.64122772216797, "learning_rate": 9.484363707663442e-05, "loss": 0.7533, "step": 9 }, { "epoch": 0.15701668302257116, "grad_norm": 71.6720962524414, "learning_rate": 9.330127018922194e-05, "loss": 0.7462, "step": 10 }, { "epoch": 0.17271835132482827, "grad_norm": 66.8488998413086, "learning_rate": 9.157348061512727e-05, "loss": 0.6773, "step": 11 }, { "epoch": 0.18842001962708538, "grad_norm": 62.52133560180664, "learning_rate": 8.966766701456177e-05, "loss": 0.811, "step": 12 }, { "epoch": 0.2041216879293425, "grad_norm": 46.03673553466797, "learning_rate": 8.759199037394887e-05, "loss": 0.7991, "step": 13 }, { "epoch": 0.2198233562315996, "grad_norm": 72.63166046142578, "learning_rate": 8.535533905932738e-05, "loss": 1.222, "step": 14 }, { "epoch": 0.23552502453385674, "grad_norm": 159.1966094970703, "learning_rate": 8.296729075500344e-05, "loss": 2.0858, "step": 15 }, { "epoch": 0.2512266928361138, "grad_norm": 56.10406494140625, "learning_rate": 8.043807145043604e-05, "loss": 0.5513, "step": 16 }, { "epoch": 0.26692836113837093, "grad_norm": 38.8935661315918, "learning_rate": 7.777851165098012e-05, "loss": 0.5061, "step": 17 }, { "epoch": 0.2826300294406281, "grad_norm": 57.85786437988281, "learning_rate": 7.500000000000001e-05, "loss": 0.5194, "step": 18 }, { "epoch": 0.2983316977428852, "grad_norm": 37.94969940185547, "learning_rate": 7.211443451095007e-05, "loss": 0.4684, "step": 19 }, { "epoch": 0.3140333660451423, "grad_norm": 34.73514938354492, "learning_rate": 6.91341716182545e-05, "loss": 0.4928, "step": 20 }, { "epoch": 0.3297350343473994, "grad_norm": 40.22306442260742, "learning_rate": 6.607197326515808e-05, "loss": 0.5344, "step": 21 }, { "epoch": 0.34543670264965654, "grad_norm": 29.065454483032227, "learning_rate": 6.294095225512603e-05, "loss": 0.5823, "step": 22 }, { "epoch": 0.36113837095191365, "grad_norm": 28.179121017456055, "learning_rate": 5.9754516100806423e-05, "loss": 0.4906, "step": 23 }, { "epoch": 0.37684003925417076, "grad_norm": 29.916444778442383, "learning_rate": 5.6526309611002594e-05, "loss": 0.5275, "step": 24 }, { "epoch": 0.39254170755642787, "grad_norm": 22.734882354736328, "learning_rate": 5.327015646150716e-05, "loss": 0.4979, "step": 25 }, { "epoch": 0.39254170755642787, "eval_loss": 0.58062744140625, "eval_runtime": 16.7696, "eval_samples_per_second": 25.642, "eval_steps_per_second": 3.22, "step": 25 }, { "epoch": 0.408243375858685, "grad_norm": 36.78559112548828, "learning_rate": 5e-05, "loss": 0.8095, "step": 26 }, { "epoch": 0.4239450441609421, "grad_norm": 91.48822784423828, "learning_rate": 4.6729843538492847e-05, "loss": 1.3609, "step": 27 }, { "epoch": 0.4396467124631992, "grad_norm": 112.85855102539062, "learning_rate": 4.347369038899744e-05, "loss": 1.45, "step": 28 }, { "epoch": 0.4553483807654563, "grad_norm": 35.0981559753418, "learning_rate": 4.0245483899193595e-05, "loss": 0.4484, "step": 29 }, { "epoch": 0.47105004906771347, "grad_norm": 35.688232421875, "learning_rate": 3.705904774487396e-05, "loss": 0.5243, "step": 30 }, { "epoch": 0.4867517173699706, "grad_norm": 26.68511962890625, "learning_rate": 3.392802673484193e-05, "loss": 0.4155, "step": 31 }, { "epoch": 0.5024533856722276, "grad_norm": 31.952564239501953, "learning_rate": 3.086582838174551e-05, "loss": 0.4639, "step": 32 }, { "epoch": 0.5181550539744848, "grad_norm": 29.325927734375, "learning_rate": 2.7885565489049946e-05, "loss": 0.4836, "step": 33 }, { "epoch": 0.5338567222767419, "grad_norm": 27.150094985961914, "learning_rate": 2.500000000000001e-05, "loss": 0.4913, "step": 34 }, { "epoch": 0.549558390578999, "grad_norm": 23.984006881713867, "learning_rate": 2.2221488349019903e-05, "loss": 0.4835, "step": 35 }, { "epoch": 0.5652600588812562, "grad_norm": 25.365285873413086, "learning_rate": 1.9561928549563968e-05, "loss": 0.5018, "step": 36 }, { "epoch": 0.5809617271835132, "grad_norm": 23.533668518066406, "learning_rate": 1.703270924499656e-05, "loss": 0.5084, "step": 37 }, { "epoch": 0.5966633954857704, "grad_norm": 20.562366485595703, "learning_rate": 1.4644660940672627e-05, "loss": 0.5959, "step": 38 }, { "epoch": 0.6123650637880275, "grad_norm": 59.9564208984375, "learning_rate": 1.2408009626051137e-05, "loss": 0.678, "step": 39 }, { "epoch": 0.6280667320902846, "grad_norm": 125.5207748413086, "learning_rate": 1.0332332985438248e-05, "loss": 1.0832, "step": 40 }, { "epoch": 0.6437684003925417, "grad_norm": 31.455310821533203, "learning_rate": 8.426519384872733e-06, "loss": 0.4804, "step": 41 }, { "epoch": 0.6594700686947988, "grad_norm": 30.415761947631836, "learning_rate": 6.698729810778065e-06, "loss": 0.4456, "step": 42 }, { "epoch": 0.6751717369970559, "grad_norm": 31.347658157348633, "learning_rate": 5.156362923365588e-06, "loss": 0.479, "step": 43 }, { "epoch": 0.6908734052993131, "grad_norm": 24.028074264526367, "learning_rate": 3.8060233744356633e-06, "loss": 0.4125, "step": 44 }, { "epoch": 0.7065750736015701, "grad_norm": 27.257251739501953, "learning_rate": 2.653493525244721e-06, "loss": 0.4285, "step": 45 }, { "epoch": 0.7222767419038273, "grad_norm": 35.830406188964844, "learning_rate": 1.70370868554659e-06, "loss": 0.519, "step": 46 }, { "epoch": 0.7379784102060843, "grad_norm": 24.885379791259766, "learning_rate": 9.607359798384785e-07, "loss": 0.4369, "step": 47 }, { "epoch": 0.7536800785083415, "grad_norm": 27.403444290161133, "learning_rate": 4.277569313094809e-07, "loss": 0.5016, "step": 48 }, { "epoch": 0.7693817468105987, "grad_norm": 26.06789779663086, "learning_rate": 1.0705383806982606e-07, "loss": 0.4896, "step": 49 }, { "epoch": 0.7850834151128557, "grad_norm": 18.390460968017578, "learning_rate": 0.0, "loss": 0.4831, "step": 50 }, { "epoch": 0.7850834151128557, "eval_loss": 0.4769541323184967, "eval_runtime": 16.4718, "eval_samples_per_second": 26.105, "eval_steps_per_second": 3.278, "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": 6.715371720246559e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }