{ "best_metric": 0.9441007971763611, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.7504690431519699, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0150093808630394, "grad_norm": 0.9536681771278381, "learning_rate": 5e-05, "loss": 1.2897, "step": 1 }, { "epoch": 0.0150093808630394, "eval_loss": 1.5068179368972778, "eval_runtime": 30.9392, "eval_samples_per_second": 14.512, "eval_steps_per_second": 1.842, "step": 1 }, { "epoch": 0.0300187617260788, "grad_norm": 1.0754947662353516, "learning_rate": 0.0001, "loss": 1.4698, "step": 2 }, { "epoch": 0.0450281425891182, "grad_norm": 0.9431746602058411, "learning_rate": 9.989294616193017e-05, "loss": 1.4191, "step": 3 }, { "epoch": 0.0600375234521576, "grad_norm": 0.5464565753936768, "learning_rate": 9.957224306869053e-05, "loss": 1.2857, "step": 4 }, { "epoch": 0.075046904315197, "grad_norm": 0.6240769028663635, "learning_rate": 9.903926402016153e-05, "loss": 1.3134, "step": 5 }, { "epoch": 0.0900562851782364, "grad_norm": 0.7223731875419617, "learning_rate": 9.829629131445342e-05, "loss": 1.2049, "step": 6 }, { "epoch": 0.1050656660412758, "grad_norm": 0.6261888742446899, "learning_rate": 9.73465064747553e-05, "loss": 1.1801, "step": 7 }, { "epoch": 0.1200750469043152, "grad_norm": 0.4351003170013428, "learning_rate": 9.619397662556435e-05, "loss": 1.1348, "step": 8 }, { "epoch": 0.1350844277673546, "grad_norm": 0.3138794004917145, "learning_rate": 9.484363707663442e-05, "loss": 1.1162, "step": 9 }, { "epoch": 0.150093808630394, "grad_norm": 0.32999736070632935, "learning_rate": 9.330127018922194e-05, "loss": 1.0348, "step": 10 }, { "epoch": 0.1651031894934334, "grad_norm": 0.3105546832084656, "learning_rate": 9.157348061512727e-05, "loss": 1.0036, "step": 11 }, { "epoch": 0.1801125703564728, "grad_norm": 0.32986247539520264, "learning_rate": 8.966766701456177e-05, "loss": 0.9497, "step": 12 }, { "epoch": 0.1951219512195122, "grad_norm": 0.2528524398803711, "learning_rate": 8.759199037394887e-05, "loss": 0.8764, "step": 13 }, { "epoch": 0.2101313320825516, "grad_norm": 0.27290859818458557, "learning_rate": 8.535533905932738e-05, "loss": 0.9971, "step": 14 }, { "epoch": 0.225140712945591, "grad_norm": 0.2679688334465027, "learning_rate": 8.296729075500344e-05, "loss": 1.0029, "step": 15 }, { "epoch": 0.2401500938086304, "grad_norm": 0.258588969707489, "learning_rate": 8.043807145043604e-05, "loss": 1.0006, "step": 16 }, { "epoch": 0.2551594746716698, "grad_norm": 0.25429263710975647, "learning_rate": 7.777851165098012e-05, "loss": 0.9921, "step": 17 }, { "epoch": 0.2701688555347092, "grad_norm": 0.22987525165081024, "learning_rate": 7.500000000000001e-05, "loss": 0.9873, "step": 18 }, { "epoch": 0.2851782363977486, "grad_norm": 0.21064530313014984, "learning_rate": 7.211443451095007e-05, "loss": 1.0243, "step": 19 }, { "epoch": 0.300187617260788, "grad_norm": 0.19519351422786713, "learning_rate": 6.91341716182545e-05, "loss": 1.0217, "step": 20 }, { "epoch": 0.3151969981238274, "grad_norm": 0.19835586845874786, "learning_rate": 6.607197326515808e-05, "loss": 0.9752, "step": 21 }, { "epoch": 0.3302063789868668, "grad_norm": 0.20336930453777313, "learning_rate": 6.294095225512603e-05, "loss": 0.969, "step": 22 }, { "epoch": 0.3452157598499062, "grad_norm": 0.19671757519245148, "learning_rate": 5.9754516100806423e-05, "loss": 0.9226, "step": 23 }, { "epoch": 0.3602251407129456, "grad_norm": 0.19592301547527313, "learning_rate": 5.6526309611002594e-05, "loss": 0.9394, "step": 24 }, { "epoch": 0.37523452157598497, "grad_norm": 0.2190440446138382, "learning_rate": 5.327015646150716e-05, "loss": 0.8916, "step": 25 }, { "epoch": 0.37523452157598497, "eval_loss": 0.966587245464325, "eval_runtime": 30.8998, "eval_samples_per_second": 14.531, "eval_steps_per_second": 1.845, "step": 25 }, { "epoch": 0.3902439024390244, "grad_norm": 0.2631950378417969, "learning_rate": 5e-05, "loss": 0.881, "step": 26 }, { "epoch": 0.4052532833020638, "grad_norm": 0.2666192650794983, "learning_rate": 4.6729843538492847e-05, "loss": 0.996, "step": 27 }, { "epoch": 0.4202626641651032, "grad_norm": 0.23546360433101654, "learning_rate": 4.347369038899744e-05, "loss": 1.008, "step": 28 }, { "epoch": 0.4352720450281426, "grad_norm": 0.20312005281448364, "learning_rate": 4.0245483899193595e-05, "loss": 0.9933, "step": 29 }, { "epoch": 0.450281425891182, "grad_norm": 0.1997581571340561, "learning_rate": 3.705904774487396e-05, "loss": 0.9833, "step": 30 }, { "epoch": 0.4652908067542214, "grad_norm": 0.20177055895328522, "learning_rate": 3.392802673484193e-05, "loss": 0.9664, "step": 31 }, { "epoch": 0.4803001876172608, "grad_norm": 0.215361088514328, "learning_rate": 3.086582838174551e-05, "loss": 0.9785, "step": 32 }, { "epoch": 0.49530956848030017, "grad_norm": 0.23090364038944244, "learning_rate": 2.7885565489049946e-05, "loss": 0.9036, "step": 33 }, { "epoch": 0.5103189493433395, "grad_norm": 0.21751844882965088, "learning_rate": 2.500000000000001e-05, "loss": 0.9091, "step": 34 }, { "epoch": 0.525328330206379, "grad_norm": 0.22805064916610718, "learning_rate": 2.2221488349019903e-05, "loss": 0.9488, "step": 35 }, { "epoch": 0.5403377110694184, "grad_norm": 0.21461419761180878, "learning_rate": 1.9561928549563968e-05, "loss": 0.8896, "step": 36 }, { "epoch": 0.5553470919324578, "grad_norm": 0.23005476593971252, "learning_rate": 1.703270924499656e-05, "loss": 0.8975, "step": 37 }, { "epoch": 0.5703564727954972, "grad_norm": 0.17761656641960144, "learning_rate": 1.4644660940672627e-05, "loss": 0.8643, "step": 38 }, { "epoch": 0.5853658536585366, "grad_norm": 0.23044875264167786, "learning_rate": 1.2408009626051137e-05, "loss": 0.942, "step": 39 }, { "epoch": 0.600375234521576, "grad_norm": 0.22395455837249756, "learning_rate": 1.0332332985438248e-05, "loss": 1.0072, "step": 40 }, { "epoch": 0.6153846153846154, "grad_norm": 0.20301879942417145, "learning_rate": 8.426519384872733e-06, "loss": 0.9857, "step": 41 }, { "epoch": 0.6303939962476548, "grad_norm": 0.21255315840244293, "learning_rate": 6.698729810778065e-06, "loss": 0.9321, "step": 42 }, { "epoch": 0.6454033771106942, "grad_norm": 0.19835422933101654, "learning_rate": 5.156362923365588e-06, "loss": 0.9564, "step": 43 }, { "epoch": 0.6604127579737336, "grad_norm": 0.18511104583740234, "learning_rate": 3.8060233744356633e-06, "loss": 0.9571, "step": 44 }, { "epoch": 0.6754221388367729, "grad_norm": 0.17117910087108612, "learning_rate": 2.653493525244721e-06, "loss": 0.9385, "step": 45 }, { "epoch": 0.6904315196998124, "grad_norm": 0.17859461903572083, "learning_rate": 1.70370868554659e-06, "loss": 0.9538, "step": 46 }, { "epoch": 0.7054409005628518, "grad_norm": 0.18229509890079498, "learning_rate": 9.607359798384785e-07, "loss": 0.9689, "step": 47 }, { "epoch": 0.7204502814258912, "grad_norm": 0.17882877588272095, "learning_rate": 4.277569313094809e-07, "loss": 0.8991, "step": 48 }, { "epoch": 0.7354596622889306, "grad_norm": 0.19296100735664368, "learning_rate": 1.0705383806982606e-07, "loss": 0.877, "step": 49 }, { "epoch": 0.7504690431519699, "grad_norm": 0.2511255145072937, "learning_rate": 0.0, "loss": 0.8443, "step": 50 }, { "epoch": 0.7504690431519699, "eval_loss": 0.9441007971763611, "eval_runtime": 30.9402, "eval_samples_per_second": 14.512, "eval_steps_per_second": 1.842, "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": 5.968186696531968e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }