{ "best_metric": 0.9899536967277527, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.02226737551145378, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00044534751022907564, "grad_norm": 2.8276917934417725, "learning_rate": 5e-05, "loss": 4.8112, "step": 1 }, { "epoch": 0.00044534751022907564, "eval_loss": 5.671816349029541, "eval_runtime": 717.2706, "eval_samples_per_second": 21.091, "eval_steps_per_second": 2.636, "step": 1 }, { "epoch": 0.0008906950204581513, "grad_norm": 2.7265748977661133, "learning_rate": 0.0001, "loss": 4.7965, "step": 2 }, { "epoch": 0.001336042530687227, "grad_norm": 3.0665526390075684, "learning_rate": 9.989294616193017e-05, "loss": 5.2311, "step": 3 }, { "epoch": 0.0017813900409163026, "grad_norm": 3.4613454341888428, "learning_rate": 9.957224306869053e-05, "loss": 4.9631, "step": 4 }, { "epoch": 0.002226737551145378, "grad_norm": 3.618037223815918, "learning_rate": 9.903926402016153e-05, "loss": 4.0883, "step": 5 }, { "epoch": 0.002672085061374454, "grad_norm": 4.402898788452148, "learning_rate": 9.829629131445342e-05, "loss": 3.8872, "step": 6 }, { "epoch": 0.0031174325716035295, "grad_norm": 4.327027320861816, "learning_rate": 9.73465064747553e-05, "loss": 3.3736, "step": 7 }, { "epoch": 0.003562780081832605, "grad_norm": 3.5984373092651367, "learning_rate": 9.619397662556435e-05, "loss": 2.9661, "step": 8 }, { "epoch": 0.00400812759206168, "grad_norm": 3.438178062438965, "learning_rate": 9.484363707663442e-05, "loss": 2.7311, "step": 9 }, { "epoch": 0.004453475102290756, "grad_norm": 2.9747960567474365, "learning_rate": 9.330127018922194e-05, "loss": 2.2812, "step": 10 }, { "epoch": 0.0048988226125198315, "grad_norm": 3.2812952995300293, "learning_rate": 9.157348061512727e-05, "loss": 2.1423, "step": 11 }, { "epoch": 0.005344170122748908, "grad_norm": 2.491504192352295, "learning_rate": 8.966766701456177e-05, "loss": 2.1319, "step": 12 }, { "epoch": 0.0057895176329779835, "grad_norm": 3.0720109939575195, "learning_rate": 8.759199037394887e-05, "loss": 2.1362, "step": 13 }, { "epoch": 0.006234865143207059, "grad_norm": 2.5356032848358154, "learning_rate": 8.535533905932738e-05, "loss": 1.8235, "step": 14 }, { "epoch": 0.006680212653436135, "grad_norm": 2.01210355758667, "learning_rate": 8.296729075500344e-05, "loss": 1.4036, "step": 15 }, { "epoch": 0.00712556016366521, "grad_norm": 2.219619035720825, "learning_rate": 8.043807145043604e-05, "loss": 1.2764, "step": 16 }, { "epoch": 0.007570907673894286, "grad_norm": 2.376666784286499, "learning_rate": 7.777851165098012e-05, "loss": 1.4623, "step": 17 }, { "epoch": 0.00801625518412336, "grad_norm": 2.15566086769104, "learning_rate": 7.500000000000001e-05, "loss": 1.2256, "step": 18 }, { "epoch": 0.008461602694352437, "grad_norm": 2.290947675704956, "learning_rate": 7.211443451095007e-05, "loss": 1.2893, "step": 19 }, { "epoch": 0.008906950204581512, "grad_norm": 2.1057028770446777, "learning_rate": 6.91341716182545e-05, "loss": 1.031, "step": 20 }, { "epoch": 0.009352297714810588, "grad_norm": 2.296193838119507, "learning_rate": 6.607197326515808e-05, "loss": 1.0817, "step": 21 }, { "epoch": 0.009797645225039663, "grad_norm": 3.104779005050659, "learning_rate": 6.294095225512603e-05, "loss": 1.2445, "step": 22 }, { "epoch": 0.01024299273526874, "grad_norm": 2.067246437072754, "learning_rate": 5.9754516100806423e-05, "loss": 1.3216, "step": 23 }, { "epoch": 0.010688340245497816, "grad_norm": 2.378101110458374, "learning_rate": 5.6526309611002594e-05, "loss": 1.2393, "step": 24 }, { "epoch": 0.01113368775572689, "grad_norm": 2.0262579917907715, "learning_rate": 5.327015646150716e-05, "loss": 1.3305, "step": 25 }, { "epoch": 0.01113368775572689, "eval_loss": 1.124017596244812, "eval_runtime": 719.2298, "eval_samples_per_second": 21.034, "eval_steps_per_second": 2.629, "step": 25 }, { "epoch": 0.011579035265955967, "grad_norm": 1.7371728420257568, "learning_rate": 5e-05, "loss": 1.3708, "step": 26 }, { "epoch": 0.012024382776185042, "grad_norm": 1.6122159957885742, "learning_rate": 4.6729843538492847e-05, "loss": 1.3295, "step": 27 }, { "epoch": 0.012469730286414118, "grad_norm": 1.6537405252456665, "learning_rate": 4.347369038899744e-05, "loss": 1.0579, "step": 28 }, { "epoch": 0.012915077796643193, "grad_norm": 1.7590739727020264, "learning_rate": 4.0245483899193595e-05, "loss": 0.9833, "step": 29 }, { "epoch": 0.01336042530687227, "grad_norm": 1.4219406843185425, "learning_rate": 3.705904774487396e-05, "loss": 0.9743, "step": 30 }, { "epoch": 0.013805772817101344, "grad_norm": 1.4464205503463745, "learning_rate": 3.392802673484193e-05, "loss": 0.8225, "step": 31 }, { "epoch": 0.01425112032733042, "grad_norm": 1.3641613721847534, "learning_rate": 3.086582838174551e-05, "loss": 0.8066, "step": 32 }, { "epoch": 0.014696467837559495, "grad_norm": 1.4936997890472412, "learning_rate": 2.7885565489049946e-05, "loss": 0.9581, "step": 33 }, { "epoch": 0.015141815347788572, "grad_norm": 1.404656171798706, "learning_rate": 2.500000000000001e-05, "loss": 0.7723, "step": 34 }, { "epoch": 0.015587162858017646, "grad_norm": 2.1803853511810303, "learning_rate": 2.2221488349019903e-05, "loss": 0.9384, "step": 35 }, { "epoch": 0.01603251036824672, "grad_norm": 2.4153835773468018, "learning_rate": 1.9561928549563968e-05, "loss": 1.0157, "step": 36 }, { "epoch": 0.016477857878475798, "grad_norm": 1.6833958625793457, "learning_rate": 1.703270924499656e-05, "loss": 0.9205, "step": 37 }, { "epoch": 0.016923205388704874, "grad_norm": 1.9868228435516357, "learning_rate": 1.4644660940672627e-05, "loss": 1.1589, "step": 38 }, { "epoch": 0.01736855289893395, "grad_norm": 1.3428561687469482, "learning_rate": 1.2408009626051137e-05, "loss": 1.0347, "step": 39 }, { "epoch": 0.017813900409163023, "grad_norm": 1.3924375772476196, "learning_rate": 1.0332332985438248e-05, "loss": 0.9026, "step": 40 }, { "epoch": 0.0182592479193921, "grad_norm": 1.322308897972107, "learning_rate": 8.426519384872733e-06, "loss": 0.94, "step": 41 }, { "epoch": 0.018704595429621176, "grad_norm": 1.5756248235702515, "learning_rate": 6.698729810778065e-06, "loss": 0.7711, "step": 42 }, { "epoch": 0.019149942939850253, "grad_norm": 1.912229299545288, "learning_rate": 5.156362923365588e-06, "loss": 1.0106, "step": 43 }, { "epoch": 0.019595290450079326, "grad_norm": 1.682334065437317, "learning_rate": 3.8060233744356633e-06, "loss": 0.8101, "step": 44 }, { "epoch": 0.020040637960308402, "grad_norm": 1.701161503791809, "learning_rate": 2.653493525244721e-06, "loss": 0.9, "step": 45 }, { "epoch": 0.02048598547053748, "grad_norm": 1.8976212739944458, "learning_rate": 1.70370868554659e-06, "loss": 1.0663, "step": 46 }, { "epoch": 0.020931332980766555, "grad_norm": 1.8541693687438965, "learning_rate": 9.607359798384785e-07, "loss": 0.9436, "step": 47 }, { "epoch": 0.02137668049099563, "grad_norm": 2.434173822402954, "learning_rate": 4.277569313094809e-07, "loss": 1.2097, "step": 48 }, { "epoch": 0.021822028001224705, "grad_norm": 2.1513125896453857, "learning_rate": 1.0705383806982606e-07, "loss": 0.9393, "step": 49 }, { "epoch": 0.02226737551145378, "grad_norm": 2.3237390518188477, "learning_rate": 0.0, "loss": 1.2021, "step": 50 }, { "epoch": 0.02226737551145378, "eval_loss": 0.9899536967277527, "eval_runtime": 719.3135, "eval_samples_per_second": 21.031, "eval_steps_per_second": 2.629, "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": 1.0228361536208896e+18, "train_batch_size": 2, "trial_name": null, "trial_params": null }