| { | |
| "best_metric": 0.4894934296607971, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 1.146131805157593, | |
| "eval_steps": 25, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.022922636103151862, | |
| "grad_norm": 31.059669494628906, | |
| "learning_rate": 5e-05, | |
| "loss": 5.3734, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.022922636103151862, | |
| "eval_loss": 5.7447590827941895, | |
| "eval_runtime": 2.5969, | |
| "eval_samples_per_second": 113.21, | |
| "eval_steps_per_second": 14.248, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.045845272206303724, | |
| "grad_norm": 32.138160705566406, | |
| "learning_rate": 0.0001, | |
| "loss": 4.9718, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.06876790830945559, | |
| "grad_norm": 28.099864959716797, | |
| "learning_rate": 9.989294616193017e-05, | |
| "loss": 4.2536, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.09169054441260745, | |
| "grad_norm": 13.594313621520996, | |
| "learning_rate": 9.957224306869053e-05, | |
| "loss": 1.83, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.11461318051575932, | |
| "grad_norm": 4.183432102203369, | |
| "learning_rate": 9.903926402016153e-05, | |
| "loss": 0.9864, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.13753581661891118, | |
| "grad_norm": 2.494304656982422, | |
| "learning_rate": 9.829629131445342e-05, | |
| "loss": 0.8677, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.16045845272206305, | |
| "grad_norm": 3.5136210918426514, | |
| "learning_rate": 9.73465064747553e-05, | |
| "loss": 0.9556, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.1833810888252149, | |
| "grad_norm": 5.965522766113281, | |
| "learning_rate": 9.619397662556435e-05, | |
| "loss": 1.0476, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.20630372492836677, | |
| "grad_norm": 5.070796012878418, | |
| "learning_rate": 9.484363707663442e-05, | |
| "loss": 0.7328, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.22922636103151864, | |
| "grad_norm": 5.053555965423584, | |
| "learning_rate": 9.330127018922194e-05, | |
| "loss": 0.5888, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.2521489971346705, | |
| "grad_norm": 4.020860195159912, | |
| "learning_rate": 9.157348061512727e-05, | |
| "loss": 0.7801, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.27507163323782235, | |
| "grad_norm": 6.159996032714844, | |
| "learning_rate": 8.966766701456177e-05, | |
| "loss": 0.8327, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.2979942693409742, | |
| "grad_norm": 5.404626369476318, | |
| "learning_rate": 8.759199037394887e-05, | |
| "loss": 0.6177, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.3209169054441261, | |
| "grad_norm": 5.267985820770264, | |
| "learning_rate": 8.535533905932738e-05, | |
| "loss": 0.5642, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.3438395415472779, | |
| "grad_norm": 3.348625898361206, | |
| "learning_rate": 8.296729075500344e-05, | |
| "loss": 0.535, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.3667621776504298, | |
| "grad_norm": 3.2940914630889893, | |
| "learning_rate": 8.043807145043604e-05, | |
| "loss": 0.5919, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.38968481375358166, | |
| "grad_norm": 2.4778571128845215, | |
| "learning_rate": 7.777851165098012e-05, | |
| "loss": 0.5233, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.41260744985673353, | |
| "grad_norm": 3.1166768074035645, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 0.5563, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.4355300859598854, | |
| "grad_norm": 3.1437597274780273, | |
| "learning_rate": 7.211443451095007e-05, | |
| "loss": 0.559, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.4584527220630373, | |
| "grad_norm": 2.291743278503418, | |
| "learning_rate": 6.91341716182545e-05, | |
| "loss": 0.5693, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.4813753581661891, | |
| "grad_norm": 2.1247966289520264, | |
| "learning_rate": 6.607197326515808e-05, | |
| "loss": 0.4814, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.504297994269341, | |
| "grad_norm": 3.7222495079040527, | |
| "learning_rate": 6.294095225512603e-05, | |
| "loss": 0.8573, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.5272206303724928, | |
| "grad_norm": 3.1192123889923096, | |
| "learning_rate": 5.9754516100806423e-05, | |
| "loss": 0.6928, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.5501432664756447, | |
| "grad_norm": 5.665029525756836, | |
| "learning_rate": 5.6526309611002594e-05, | |
| "loss": 0.5776, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.5730659025787965, | |
| "grad_norm": 2.4942095279693604, | |
| "learning_rate": 5.327015646150716e-05, | |
| "loss": 0.4731, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.5730659025787965, | |
| "eval_loss": 0.5357323288917542, | |
| "eval_runtime": 2.601, | |
| "eval_samples_per_second": 113.035, | |
| "eval_steps_per_second": 14.226, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.5959885386819485, | |
| "grad_norm": 2.6250343322753906, | |
| "learning_rate": 5e-05, | |
| "loss": 0.5303, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.6189111747851003, | |
| "grad_norm": 1.9742813110351562, | |
| "learning_rate": 4.6729843538492847e-05, | |
| "loss": 0.4454, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.6418338108882522, | |
| "grad_norm": 2.37349534034729, | |
| "learning_rate": 4.347369038899744e-05, | |
| "loss": 0.5133, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.664756446991404, | |
| "grad_norm": 1.4418854713439941, | |
| "learning_rate": 4.0245483899193595e-05, | |
| "loss": 0.4993, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.6876790830945558, | |
| "grad_norm": 1.9568227529525757, | |
| "learning_rate": 3.705904774487396e-05, | |
| "loss": 0.5203, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.7106017191977078, | |
| "grad_norm": 2.596329689025879, | |
| "learning_rate": 3.392802673484193e-05, | |
| "loss": 0.4965, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.7335243553008596, | |
| "grad_norm": 3.1707613468170166, | |
| "learning_rate": 3.086582838174551e-05, | |
| "loss": 0.5212, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.7564469914040115, | |
| "grad_norm": 3.171983003616333, | |
| "learning_rate": 2.7885565489049946e-05, | |
| "loss": 0.9544, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.7793696275071633, | |
| "grad_norm": 2.745166301727295, | |
| "learning_rate": 2.500000000000001e-05, | |
| "loss": 0.6693, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.8022922636103151, | |
| "grad_norm": 3.527172803878784, | |
| "learning_rate": 2.2221488349019903e-05, | |
| "loss": 0.6108, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.8252148997134671, | |
| "grad_norm": 1.7733834981918335, | |
| "learning_rate": 1.9561928549563968e-05, | |
| "loss": 0.4456, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.8481375358166189, | |
| "grad_norm": 1.8841828107833862, | |
| "learning_rate": 1.703270924499656e-05, | |
| "loss": 0.4501, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.8710601719197708, | |
| "grad_norm": 1.7205829620361328, | |
| "learning_rate": 1.4644660940672627e-05, | |
| "loss": 0.4989, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.8939828080229226, | |
| "grad_norm": 1.8143179416656494, | |
| "learning_rate": 1.2408009626051137e-05, | |
| "loss": 0.4512, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.9169054441260746, | |
| "grad_norm": 1.4070065021514893, | |
| "learning_rate": 1.0332332985438248e-05, | |
| "loss": 0.534, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.9398280802292264, | |
| "grad_norm": 1.5566071271896362, | |
| "learning_rate": 8.426519384872733e-06, | |
| "loss": 0.5068, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.9627507163323782, | |
| "grad_norm": 1.2321510314941406, | |
| "learning_rate": 6.698729810778065e-06, | |
| "loss": 0.5257, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.9856733524355301, | |
| "grad_norm": 1.0602449178695679, | |
| "learning_rate": 5.156362923365588e-06, | |
| "loss": 0.453, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 1.008595988538682, | |
| "grad_norm": 4.39303731918335, | |
| "learning_rate": 3.8060233744356633e-06, | |
| "loss": 1.1265, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 1.0315186246418337, | |
| "grad_norm": 1.6075620651245117, | |
| "learning_rate": 2.653493525244721e-06, | |
| "loss": 0.655, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.0544412607449858, | |
| "grad_norm": 0.8850023150444031, | |
| "learning_rate": 1.70370868554659e-06, | |
| "loss": 0.4917, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 1.0773638968481376, | |
| "grad_norm": 1.4221233129501343, | |
| "learning_rate": 9.607359798384785e-07, | |
| "loss": 0.4885, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 1.1002865329512894, | |
| "grad_norm": 1.5302201509475708, | |
| "learning_rate": 4.277569313094809e-07, | |
| "loss": 0.4518, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 1.1232091690544412, | |
| "grad_norm": 1.4984784126281738, | |
| "learning_rate": 1.0705383806982606e-07, | |
| "loss": 0.4188, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 1.146131805157593, | |
| "grad_norm": 2.7869534492492676, | |
| "learning_rate": 0.0, | |
| "loss": 0.3817, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.146131805157593, | |
| "eval_loss": 0.4894934296607971, | |
| "eval_runtime": 2.6019, | |
| "eval_samples_per_second": 112.993, | |
| "eval_steps_per_second": 14.22, | |
| "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": 7.879368894316544e+16, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |