{ "best_metric": 0.01978439837694168, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 2.223433242506812, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.043596730245231606, "grad_norm": 14.609258651733398, "learning_rate": 5e-05, "loss": 10.9229, "step": 1 }, { "epoch": 0.043596730245231606, "eval_loss": 11.462030410766602, "eval_runtime": 4.8176, "eval_samples_per_second": 32.174, "eval_steps_per_second": 4.151, "step": 1 }, { "epoch": 0.08719346049046321, "grad_norm": 14.825850486755371, "learning_rate": 0.0001, "loss": 11.3637, "step": 2 }, { "epoch": 0.1307901907356948, "grad_norm": 14.313569068908691, "learning_rate": 9.989294616193017e-05, "loss": 10.5762, "step": 3 }, { "epoch": 0.17438692098092642, "grad_norm": 20.055015563964844, "learning_rate": 9.957224306869053e-05, "loss": 7.006, "step": 4 }, { "epoch": 0.21798365122615804, "grad_norm": 17.558155059814453, "learning_rate": 9.903926402016153e-05, "loss": 3.4836, "step": 5 }, { "epoch": 0.2615803814713896, "grad_norm": 10.12147045135498, "learning_rate": 9.829629131445342e-05, "loss": 2.2241, "step": 6 }, { "epoch": 0.30517711171662126, "grad_norm": 6.290586471557617, "learning_rate": 9.73465064747553e-05, "loss": 0.8574, "step": 7 }, { "epoch": 0.34877384196185285, "grad_norm": 5.365172386169434, "learning_rate": 9.619397662556435e-05, "loss": 0.5709, "step": 8 }, { "epoch": 0.3923705722070845, "grad_norm": 2.534698486328125, "learning_rate": 9.484363707663442e-05, "loss": 0.2367, "step": 9 }, { "epoch": 0.4359673024523161, "grad_norm": 5.189870357513428, "learning_rate": 9.330127018922194e-05, "loss": 0.2049, "step": 10 }, { "epoch": 0.47956403269754766, "grad_norm": 2.6924498081207275, "learning_rate": 9.157348061512727e-05, "loss": 0.1444, "step": 11 }, { "epoch": 0.5231607629427792, "grad_norm": 8.41533374786377, "learning_rate": 8.966766701456177e-05, "loss": 0.3991, "step": 12 }, { "epoch": 0.5667574931880109, "grad_norm": 4.177337169647217, "learning_rate": 8.759199037394887e-05, "loss": 0.2151, "step": 13 }, { "epoch": 0.6103542234332425, "grad_norm": 1.2241578102111816, "learning_rate": 8.535533905932738e-05, "loss": 0.1315, "step": 14 }, { "epoch": 0.6539509536784741, "grad_norm": 1.8561956882476807, "learning_rate": 8.296729075500344e-05, "loss": 0.1008, "step": 15 }, { "epoch": 0.6975476839237057, "grad_norm": 2.9710350036621094, "learning_rate": 8.043807145043604e-05, "loss": 0.1297, "step": 16 }, { "epoch": 0.7411444141689373, "grad_norm": 4.106350421905518, "learning_rate": 7.777851165098012e-05, "loss": 0.1502, "step": 17 }, { "epoch": 0.784741144414169, "grad_norm": 3.2620880603790283, "learning_rate": 7.500000000000001e-05, "loss": 0.1297, "step": 18 }, { "epoch": 0.8283378746594006, "grad_norm": 2.53080415725708, "learning_rate": 7.211443451095007e-05, "loss": 0.0639, "step": 19 }, { "epoch": 0.8719346049046321, "grad_norm": 1.1116608381271362, "learning_rate": 6.91341716182545e-05, "loss": 0.0986, "step": 20 }, { "epoch": 0.9155313351498637, "grad_norm": 1.287713646888733, "learning_rate": 6.607197326515808e-05, "loss": 0.0489, "step": 21 }, { "epoch": 0.9591280653950953, "grad_norm": 2.044447183609009, "learning_rate": 6.294095225512603e-05, "loss": 0.1412, "step": 22 }, { "epoch": 1.0245231607629428, "grad_norm": 5.4860334396362305, "learning_rate": 5.9754516100806423e-05, "loss": 0.1393, "step": 23 }, { "epoch": 1.0681198910081744, "grad_norm": 0.41240328550338745, "learning_rate": 5.6526309611002594e-05, "loss": 0.0429, "step": 24 }, { "epoch": 1.111716621253406, "grad_norm": 2.7775936126708984, "learning_rate": 5.327015646150716e-05, "loss": 0.0645, "step": 25 }, { "epoch": 1.111716621253406, "eval_loss": 0.08786293864250183, "eval_runtime": 4.8027, "eval_samples_per_second": 32.274, "eval_steps_per_second": 4.164, "step": 25 }, { "epoch": 1.1553133514986376, "grad_norm": 2.960618734359741, "learning_rate": 5e-05, "loss": 0.0719, "step": 26 }, { "epoch": 1.1989100817438691, "grad_norm": 3.1005544662475586, "learning_rate": 4.6729843538492847e-05, "loss": 0.0936, "step": 27 }, { "epoch": 1.2425068119891007, "grad_norm": 0.5020301938056946, "learning_rate": 4.347369038899744e-05, "loss": 0.0441, "step": 28 }, { "epoch": 1.2861035422343323, "grad_norm": 0.7082467675209045, "learning_rate": 4.0245483899193595e-05, "loss": 0.0199, "step": 29 }, { "epoch": 1.3297002724795641, "grad_norm": 1.5583200454711914, "learning_rate": 3.705904774487396e-05, "loss": 0.0518, "step": 30 }, { "epoch": 1.3732970027247957, "grad_norm": 1.1485878229141235, "learning_rate": 3.392802673484193e-05, "loss": 0.0447, "step": 31 }, { "epoch": 1.4168937329700273, "grad_norm": 2.684978723526001, "learning_rate": 3.086582838174551e-05, "loss": 0.0235, "step": 32 }, { "epoch": 1.4604904632152589, "grad_norm": 1.4292771816253662, "learning_rate": 2.7885565489049946e-05, "loss": 0.0502, "step": 33 }, { "epoch": 1.5040871934604905, "grad_norm": 1.1590442657470703, "learning_rate": 2.500000000000001e-05, "loss": 0.0307, "step": 34 }, { "epoch": 1.547683923705722, "grad_norm": 0.2641136348247528, "learning_rate": 2.2221488349019903e-05, "loss": 0.0102, "step": 35 }, { "epoch": 1.5912806539509536, "grad_norm": 0.37619253993034363, "learning_rate": 1.9561928549563968e-05, "loss": 0.0247, "step": 36 }, { "epoch": 1.6348773841961854, "grad_norm": 0.25651946663856506, "learning_rate": 1.703270924499656e-05, "loss": 0.0083, "step": 37 }, { "epoch": 1.6784741144414168, "grad_norm": 0.3186868727207184, "learning_rate": 1.4644660940672627e-05, "loss": 0.0105, "step": 38 }, { "epoch": 1.7220708446866486, "grad_norm": 0.41207724809646606, "learning_rate": 1.2408009626051137e-05, "loss": 0.0213, "step": 39 }, { "epoch": 1.76566757493188, "grad_norm": 0.31666725873947144, "learning_rate": 1.0332332985438248e-05, "loss": 0.0038, "step": 40 }, { "epoch": 1.8092643051771118, "grad_norm": 0.5484305620193481, "learning_rate": 8.426519384872733e-06, "loss": 0.0148, "step": 41 }, { "epoch": 1.8528610354223434, "grad_norm": 0.44189968705177307, "learning_rate": 6.698729810778065e-06, "loss": 0.0101, "step": 42 }, { "epoch": 1.896457765667575, "grad_norm": 0.6846371293067932, "learning_rate": 5.156362923365588e-06, "loss": 0.017, "step": 43 }, { "epoch": 1.9400544959128065, "grad_norm": 0.29374387860298157, "learning_rate": 3.8060233744356633e-06, "loss": 0.011, "step": 44 }, { "epoch": 2.005449591280654, "grad_norm": 0.2908608913421631, "learning_rate": 2.653493525244721e-06, "loss": 0.0082, "step": 45 }, { "epoch": 2.0490463215258856, "grad_norm": 0.12878499925136566, "learning_rate": 1.70370868554659e-06, "loss": 0.007, "step": 46 }, { "epoch": 2.092643051771117, "grad_norm": 0.14788788557052612, "learning_rate": 9.607359798384785e-07, "loss": 0.0041, "step": 47 }, { "epoch": 2.136239782016349, "grad_norm": 0.35576820373535156, "learning_rate": 4.277569313094809e-07, "loss": 0.0119, "step": 48 }, { "epoch": 2.1798365122615806, "grad_norm": 0.337051659822464, "learning_rate": 1.0705383806982606e-07, "loss": 0.0099, "step": 49 }, { "epoch": 2.223433242506812, "grad_norm": 0.5203828811645508, "learning_rate": 0.0, "loss": 0.0171, "step": 50 }, { "epoch": 2.223433242506812, "eval_loss": 0.01978439837694168, "eval_runtime": 4.8057, "eval_samples_per_second": 32.253, "eval_steps_per_second": 4.162, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 3, "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": 5.968083617316864e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }