{ "best_metric": 6.8334808349609375, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.17738359201773837, "eval_steps": 50, "global_step": 75, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0023651145602365115, "grad_norm": 0.3946707546710968, "learning_rate": 5e-06, "loss": 6.9349, "step": 1 }, { "epoch": 0.0023651145602365115, "eval_loss": 6.934997081756592, "eval_runtime": 6.1429, "eval_samples_per_second": 231.976, "eval_steps_per_second": 58.116, "step": 1 }, { "epoch": 0.004730229120473023, "grad_norm": 0.4014280140399933, "learning_rate": 1e-05, "loss": 6.9338, "step": 2 }, { "epoch": 0.007095343680709534, "grad_norm": 0.39586779475212097, "learning_rate": 1.5e-05, "loss": 6.935, "step": 3 }, { "epoch": 0.009460458240946046, "grad_norm": 0.38926222920417786, "learning_rate": 2e-05, "loss": 6.9362, "step": 4 }, { "epoch": 0.011825572801182557, "grad_norm": 0.39917948842048645, "learning_rate": 2.5e-05, "loss": 6.9337, "step": 5 }, { "epoch": 0.014190687361419069, "grad_norm": 0.39744725823402405, "learning_rate": 3e-05, "loss": 6.9328, "step": 6 }, { "epoch": 0.01655580192165558, "grad_norm": 0.3910214900970459, "learning_rate": 3.5e-05, "loss": 6.9331, "step": 7 }, { "epoch": 0.01892091648189209, "grad_norm": 0.3774503767490387, "learning_rate": 4e-05, "loss": 6.9325, "step": 8 }, { "epoch": 0.021286031042128603, "grad_norm": 0.39553385972976685, "learning_rate": 4.5e-05, "loss": 6.9293, "step": 9 }, { "epoch": 0.023651145602365115, "grad_norm": 0.3832446336746216, "learning_rate": 5e-05, "loss": 6.9301, "step": 10 }, { "epoch": 0.026016260162601626, "grad_norm": 0.40504515171051025, "learning_rate": 5.500000000000001e-05, "loss": 6.9258, "step": 11 }, { "epoch": 0.028381374722838137, "grad_norm": 0.3918725848197937, "learning_rate": 6e-05, "loss": 6.9249, "step": 12 }, { "epoch": 0.03074648928307465, "grad_norm": 0.39670994877815247, "learning_rate": 6.500000000000001e-05, "loss": 6.9232, "step": 13 }, { "epoch": 0.03311160384331116, "grad_norm": 0.378149151802063, "learning_rate": 7e-05, "loss": 6.9213, "step": 14 }, { "epoch": 0.03547671840354767, "grad_norm": 0.3893481194972992, "learning_rate": 7.500000000000001e-05, "loss": 6.9208, "step": 15 }, { "epoch": 0.03784183296378418, "grad_norm": 0.3807522654533386, "learning_rate": 8e-05, "loss": 6.9177, "step": 16 }, { "epoch": 0.040206947524020695, "grad_norm": 0.4065469205379486, "learning_rate": 8.5e-05, "loss": 6.9143, "step": 17 }, { "epoch": 0.042572062084257206, "grad_norm": 0.3988112807273865, "learning_rate": 9e-05, "loss": 6.9123, "step": 18 }, { "epoch": 0.04493717664449372, "grad_norm": 0.4048674702644348, "learning_rate": 9.5e-05, "loss": 6.907, "step": 19 }, { "epoch": 0.04730229120473023, "grad_norm": 0.40050169825553894, "learning_rate": 0.0001, "loss": 6.9051, "step": 20 }, { "epoch": 0.04966740576496674, "grad_norm": 0.3904324173927307, "learning_rate": 9.991845519630678e-05, "loss": 6.9038, "step": 21 }, { "epoch": 0.05203252032520325, "grad_norm": 0.39560967683792114, "learning_rate": 9.967408676742751e-05, "loss": 6.8988, "step": 22 }, { "epoch": 0.05439763488543976, "grad_norm": 0.4060423672199249, "learning_rate": 9.926769179238466e-05, "loss": 6.8934, "step": 23 }, { "epoch": 0.056762749445676275, "grad_norm": 0.39542973041534424, "learning_rate": 9.870059584711668e-05, "loss": 6.8914, "step": 24 }, { "epoch": 0.059127864005912786, "grad_norm": 0.39145323634147644, "learning_rate": 9.797464868072488e-05, "loss": 6.8891, "step": 25 }, { "epoch": 0.0614929785661493, "grad_norm": 0.39028435945510864, "learning_rate": 9.709221818197624e-05, "loss": 6.8854, "step": 26 }, { "epoch": 0.06385809312638581, "grad_norm": 0.39404362440109253, "learning_rate": 9.60561826557425e-05, "loss": 6.8796, "step": 27 }, { "epoch": 0.06622320768662232, "grad_norm": 0.3834414780139923, "learning_rate": 9.486992143456792e-05, "loss": 6.8775, "step": 28 }, { "epoch": 0.06858832224685883, "grad_norm": 0.3780187666416168, "learning_rate": 9.353730385598887e-05, "loss": 6.8723, "step": 29 }, { "epoch": 0.07095343680709534, "grad_norm": 0.3655235171318054, "learning_rate": 9.206267664155907e-05, "loss": 6.8706, "step": 30 }, { "epoch": 0.07331855136733186, "grad_norm": 0.3587733209133148, "learning_rate": 9.045084971874738e-05, "loss": 6.8692, "step": 31 }, { "epoch": 0.07568366592756837, "grad_norm": 0.3456673324108124, "learning_rate": 8.870708053195413e-05, "loss": 6.8652, "step": 32 }, { "epoch": 0.07804878048780488, "grad_norm": 0.3350028395652771, "learning_rate": 8.683705689382024e-05, "loss": 6.86, "step": 33 }, { "epoch": 0.08041389504804139, "grad_norm": 0.32171154022216797, "learning_rate": 8.484687843276469e-05, "loss": 6.8584, "step": 34 }, { "epoch": 0.0827790096082779, "grad_norm": 0.3136931359767914, "learning_rate": 8.274303669726426e-05, "loss": 6.8545, "step": 35 }, { "epoch": 0.08514412416851441, "grad_norm": 0.3053753077983856, "learning_rate": 8.053239398177191e-05, "loss": 6.8529, "step": 36 }, { "epoch": 0.08750923872875092, "grad_norm": 0.2941104769706726, "learning_rate": 7.822216094333847e-05, "loss": 6.8514, "step": 37 }, { "epoch": 0.08987435328898744, "grad_norm": 0.29255473613739014, "learning_rate": 7.58198730819481e-05, "loss": 6.8473, "step": 38 }, { "epoch": 0.09223946784922395, "grad_norm": 0.28042399883270264, "learning_rate": 7.333336616128369e-05, "loss": 6.8455, "step": 39 }, { "epoch": 0.09460458240946046, "grad_norm": 0.2808942198753357, "learning_rate": 7.077075065009433e-05, "loss": 6.841, "step": 40 }, { "epoch": 0.09696969696969697, "grad_norm": 0.2601359188556671, "learning_rate": 6.814038526753205e-05, "loss": 6.8473, "step": 41 }, { "epoch": 0.09933481152993348, "grad_norm": 0.25740042328834534, "learning_rate": 6.545084971874738e-05, "loss": 6.8442, "step": 42 }, { "epoch": 0.10169992609016999, "grad_norm": 0.2538498342037201, "learning_rate": 6.271091670967436e-05, "loss": 6.845, "step": 43 }, { "epoch": 0.1040650406504065, "grad_norm": 0.24804328382015228, "learning_rate": 5.992952333228728e-05, "loss": 6.8417, "step": 44 }, { "epoch": 0.10643015521064302, "grad_norm": 0.2596859633922577, "learning_rate": 5.7115741913664264e-05, "loss": 6.8358, "step": 45 }, { "epoch": 0.10879526977087953, "grad_norm": 0.245009183883667, "learning_rate": 5.427875042394199e-05, "loss": 6.8416, "step": 46 }, { "epoch": 0.11116038433111604, "grad_norm": 0.24145188927650452, "learning_rate": 5.142780253968481e-05, "loss": 6.8381, "step": 47 }, { "epoch": 0.11352549889135255, "grad_norm": 0.2484976202249527, "learning_rate": 4.85721974603152e-05, "loss": 6.8329, "step": 48 }, { "epoch": 0.11589061345158906, "grad_norm": 0.24022603034973145, "learning_rate": 4.5721249576058027e-05, "loss": 6.8354, "step": 49 }, { "epoch": 0.11825572801182557, "grad_norm": 0.23194454610347748, "learning_rate": 4.288425808633575e-05, "loss": 6.8367, "step": 50 }, { "epoch": 0.11825572801182557, "eval_loss": 6.8334808349609375, "eval_runtime": 5.8184, "eval_samples_per_second": 244.912, "eval_steps_per_second": 61.357, "step": 50 }, { "epoch": 0.12062084257206208, "grad_norm": 0.2359568029642105, "learning_rate": 4.007047666771274e-05, "loss": 6.8327, "step": 51 }, { "epoch": 0.1229859571322986, "grad_norm": 0.23612986505031586, "learning_rate": 3.728908329032567e-05, "loss": 6.832, "step": 52 }, { "epoch": 0.12535107169253512, "grad_norm": 0.2312479317188263, "learning_rate": 3.4549150281252636e-05, "loss": 6.8325, "step": 53 }, { "epoch": 0.12771618625277162, "grad_norm": 0.22688338160514832, "learning_rate": 3.1859614732467954e-05, "loss": 6.8332, "step": 54 }, { "epoch": 0.13008130081300814, "grad_norm": 0.2325437366962433, "learning_rate": 2.9229249349905684e-05, "loss": 6.8307, "step": 55 }, { "epoch": 0.13244641537324464, "grad_norm": 0.22511352598667145, "learning_rate": 2.6666633838716314e-05, "loss": 6.8324, "step": 56 }, { "epoch": 0.13481152993348117, "grad_norm": 0.23657694458961487, "learning_rate": 2.418012691805191e-05, "loss": 6.8284, "step": 57 }, { "epoch": 0.13717664449371766, "grad_norm": 0.23125885426998138, "learning_rate": 2.1777839056661554e-05, "loss": 6.8301, "step": 58 }, { "epoch": 0.1395417590539542, "grad_norm": 0.223617821931839, "learning_rate": 1.946760601822809e-05, "loss": 6.8289, "step": 59 }, { "epoch": 0.1419068736141907, "grad_norm": 0.2352152019739151, "learning_rate": 1.725696330273575e-05, "loss": 6.8294, "step": 60 }, { "epoch": 0.1442719881744272, "grad_norm": 0.2208397537469864, "learning_rate": 1.5153121567235335e-05, "loss": 6.8318, "step": 61 }, { "epoch": 0.1466371027346637, "grad_norm": 0.2222435176372528, "learning_rate": 1.3162943106179749e-05, "loss": 6.8241, "step": 62 }, { "epoch": 0.14900221729490024, "grad_norm": 0.21461376547813416, "learning_rate": 1.1292919468045877e-05, "loss": 6.8299, "step": 63 }, { "epoch": 0.15136733185513673, "grad_norm": 0.21560494601726532, "learning_rate": 9.549150281252633e-06, "loss": 6.833, "step": 64 }, { "epoch": 0.15373244641537326, "grad_norm": 0.2203921377658844, "learning_rate": 7.937323358440935e-06, "loss": 6.828, "step": 65 }, { "epoch": 0.15609756097560976, "grad_norm": 0.219926655292511, "learning_rate": 6.462696144011149e-06, "loss": 6.8277, "step": 66 }, { "epoch": 0.15846267553584628, "grad_norm": 0.22064423561096191, "learning_rate": 5.13007856543209e-06, "loss": 6.8305, "step": 67 }, { "epoch": 0.16082779009608278, "grad_norm": 0.21617873013019562, "learning_rate": 3.9438173442575e-06, "loss": 6.8269, "step": 68 }, { "epoch": 0.1631929046563193, "grad_norm": 0.22675487399101257, "learning_rate": 2.9077818180237693e-06, "loss": 6.8228, "step": 69 }, { "epoch": 0.1655580192165558, "grad_norm": 0.22574570775032043, "learning_rate": 2.0253513192751373e-06, "loss": 6.8249, "step": 70 }, { "epoch": 0.16792313377679233, "grad_norm": 0.22798891365528107, "learning_rate": 1.2994041528833266e-06, "loss": 6.8268, "step": 71 }, { "epoch": 0.17028824833702882, "grad_norm": 0.21950149536132812, "learning_rate": 7.323082076153509e-07, "loss": 6.824, "step": 72 }, { "epoch": 0.17265336289726535, "grad_norm": 0.22483089566230774, "learning_rate": 3.2591323257248893e-07, "loss": 6.8232, "step": 73 }, { "epoch": 0.17501847745750185, "grad_norm": 0.2169935554265976, "learning_rate": 8.15448036932176e-08, "loss": 6.8269, "step": 74 }, { "epoch": 0.17738359201773837, "grad_norm": 0.21611732244491577, "learning_rate": 0.0, "loss": 6.8257, "step": 75 } ], "logging_steps": 1, "max_steps": 75, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 50, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "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": 11533536460800.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }