{ "best_metric": 1.885321855545044, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.19464720194647203, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0038929440389294406, "grad_norm": 4.0478925704956055, "learning_rate": 5e-05, "loss": 4.039, "step": 1 }, { "epoch": 0.0038929440389294406, "eval_loss": 4.5366411209106445, "eval_runtime": 39.4092, "eval_samples_per_second": 43.924, "eval_steps_per_second": 5.506, "step": 1 }, { "epoch": 0.007785888077858881, "grad_norm": 4.422729015350342, "learning_rate": 0.0001, "loss": 4.136, "step": 2 }, { "epoch": 0.01167883211678832, "grad_norm": 4.750208854675293, "learning_rate": 9.989294616193017e-05, "loss": 4.2946, "step": 3 }, { "epoch": 0.015571776155717762, "grad_norm": 2.915879487991333, "learning_rate": 9.957224306869053e-05, "loss": 3.49, "step": 4 }, { "epoch": 0.019464720194647202, "grad_norm": 2.1194448471069336, "learning_rate": 9.903926402016153e-05, "loss": 3.26, "step": 5 }, { "epoch": 0.02335766423357664, "grad_norm": 2.5568413734436035, "learning_rate": 9.829629131445342e-05, "loss": 3.0088, "step": 6 }, { "epoch": 0.027250608272506083, "grad_norm": 2.879448890686035, "learning_rate": 9.73465064747553e-05, "loss": 2.7909, "step": 7 }, { "epoch": 0.031143552311435525, "grad_norm": 2.762845516204834, "learning_rate": 9.619397662556435e-05, "loss": 2.5088, "step": 8 }, { "epoch": 0.035036496350364967, "grad_norm": 3.063811779022217, "learning_rate": 9.484363707663442e-05, "loss": 2.5089, "step": 9 }, { "epoch": 0.038929440389294405, "grad_norm": 2.6537387371063232, "learning_rate": 9.330127018922194e-05, "loss": 2.346, "step": 10 }, { "epoch": 0.04282238442822384, "grad_norm": 1.3532145023345947, "learning_rate": 9.157348061512727e-05, "loss": 2.2197, "step": 11 }, { "epoch": 0.04671532846715328, "grad_norm": 2.851814031600952, "learning_rate": 8.966766701456177e-05, "loss": 2.1905, "step": 12 }, { "epoch": 0.05060827250608273, "grad_norm": 2.3687894344329834, "learning_rate": 8.759199037394887e-05, "loss": 2.1106, "step": 13 }, { "epoch": 0.054501216545012166, "grad_norm": 1.584920883178711, "learning_rate": 8.535533905932738e-05, "loss": 2.3399, "step": 14 }, { "epoch": 0.058394160583941604, "grad_norm": 1.197147250175476, "learning_rate": 8.296729075500344e-05, "loss": 2.1255, "step": 15 }, { "epoch": 0.06228710462287105, "grad_norm": 1.144870638847351, "learning_rate": 8.043807145043604e-05, "loss": 2.2358, "step": 16 }, { "epoch": 0.06618004866180048, "grad_norm": 1.4016952514648438, "learning_rate": 7.777851165098012e-05, "loss": 1.9848, "step": 17 }, { "epoch": 0.07007299270072993, "grad_norm": 1.0766123533248901, "learning_rate": 7.500000000000001e-05, "loss": 2.0187, "step": 18 }, { "epoch": 0.07396593673965937, "grad_norm": 0.961541473865509, "learning_rate": 7.211443451095007e-05, "loss": 2.0025, "step": 19 }, { "epoch": 0.07785888077858881, "grad_norm": 0.9874019622802734, "learning_rate": 6.91341716182545e-05, "loss": 2.0617, "step": 20 }, { "epoch": 0.08175182481751825, "grad_norm": 0.8068956136703491, "learning_rate": 6.607197326515808e-05, "loss": 1.9873, "step": 21 }, { "epoch": 0.08564476885644769, "grad_norm": 0.9123897552490234, "learning_rate": 6.294095225512603e-05, "loss": 2.0779, "step": 22 }, { "epoch": 0.08953771289537713, "grad_norm": 0.7243121862411499, "learning_rate": 5.9754516100806423e-05, "loss": 1.8197, "step": 23 }, { "epoch": 0.09343065693430656, "grad_norm": 0.8814667463302612, "learning_rate": 5.6526309611002594e-05, "loss": 1.9748, "step": 24 }, { "epoch": 0.09732360097323602, "grad_norm": 1.0969183444976807, "learning_rate": 5.327015646150716e-05, "loss": 1.9981, "step": 25 }, { "epoch": 0.09732360097323602, "eval_loss": 1.9103429317474365, "eval_runtime": 36.7589, "eval_samples_per_second": 47.091, "eval_steps_per_second": 5.903, "step": 25 }, { "epoch": 0.10121654501216545, "grad_norm": 0.8730716109275818, "learning_rate": 5e-05, "loss": 2.1233, "step": 26 }, { "epoch": 0.10510948905109489, "grad_norm": 0.9246626496315002, "learning_rate": 4.6729843538492847e-05, "loss": 2.2101, "step": 27 }, { "epoch": 0.10900243309002433, "grad_norm": 0.8004997372627258, "learning_rate": 4.347369038899744e-05, "loss": 2.0681, "step": 28 }, { "epoch": 0.11289537712895377, "grad_norm": 0.7172746658325195, "learning_rate": 4.0245483899193595e-05, "loss": 2.0711, "step": 29 }, { "epoch": 0.11678832116788321, "grad_norm": 0.7176663279533386, "learning_rate": 3.705904774487396e-05, "loss": 1.8255, "step": 30 }, { "epoch": 0.12068126520681265, "grad_norm": 0.7020939588546753, "learning_rate": 3.392802673484193e-05, "loss": 1.8726, "step": 31 }, { "epoch": 0.1245742092457421, "grad_norm": 0.7199696898460388, "learning_rate": 3.086582838174551e-05, "loss": 2.0506, "step": 32 }, { "epoch": 0.12846715328467154, "grad_norm": 0.7078929543495178, "learning_rate": 2.7885565489049946e-05, "loss": 1.9991, "step": 33 }, { "epoch": 0.13236009732360096, "grad_norm": 0.7883986234664917, "learning_rate": 2.500000000000001e-05, "loss": 1.9867, "step": 34 }, { "epoch": 0.1362530413625304, "grad_norm": 1.1987528800964355, "learning_rate": 2.2221488349019903e-05, "loss": 1.8544, "step": 35 }, { "epoch": 0.14014598540145987, "grad_norm": 0.9711931347846985, "learning_rate": 1.9561928549563968e-05, "loss": 1.8425, "step": 36 }, { "epoch": 0.1440389294403893, "grad_norm": 0.9126873016357422, "learning_rate": 1.703270924499656e-05, "loss": 1.8503, "step": 37 }, { "epoch": 0.14793187347931874, "grad_norm": 0.7694374322891235, "learning_rate": 1.4644660940672627e-05, "loss": 2.0683, "step": 38 }, { "epoch": 0.15182481751824817, "grad_norm": 0.6620789170265198, "learning_rate": 1.2408009626051137e-05, "loss": 1.9371, "step": 39 }, { "epoch": 0.15571776155717762, "grad_norm": 0.7303202152252197, "learning_rate": 1.0332332985438248e-05, "loss": 2.0504, "step": 40 }, { "epoch": 0.15961070559610704, "grad_norm": 0.6710600256919861, "learning_rate": 8.426519384872733e-06, "loss": 1.8286, "step": 41 }, { "epoch": 0.1635036496350365, "grad_norm": 0.7300748825073242, "learning_rate": 6.698729810778065e-06, "loss": 2.1142, "step": 42 }, { "epoch": 0.16739659367396595, "grad_norm": 0.7144145369529724, "learning_rate": 5.156362923365588e-06, "loss": 2.1115, "step": 43 }, { "epoch": 0.17128953771289537, "grad_norm": 0.6737845540046692, "learning_rate": 3.8060233744356633e-06, "loss": 2.0772, "step": 44 }, { "epoch": 0.17518248175182483, "grad_norm": 0.7557979822158813, "learning_rate": 2.653493525244721e-06, "loss": 1.8919, "step": 45 }, { "epoch": 0.17907542579075425, "grad_norm": 0.7306810617446899, "learning_rate": 1.70370868554659e-06, "loss": 1.9798, "step": 46 }, { "epoch": 0.1829683698296837, "grad_norm": 0.7133315205574036, "learning_rate": 9.607359798384785e-07, "loss": 1.7939, "step": 47 }, { "epoch": 0.18686131386861313, "grad_norm": 0.721962571144104, "learning_rate": 4.277569313094809e-07, "loss": 1.8628, "step": 48 }, { "epoch": 0.19075425790754258, "grad_norm": 0.7585230469703674, "learning_rate": 1.0705383806982606e-07, "loss": 1.9218, "step": 49 }, { "epoch": 0.19464720194647203, "grad_norm": 0.9087316393852234, "learning_rate": 0.0, "loss": 1.6011, "step": 50 }, { "epoch": 0.19464720194647203, "eval_loss": 1.885321855545044, "eval_runtime": 18.8729, "eval_samples_per_second": 91.719, "eval_steps_per_second": 11.498, "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": 1.059536353886208e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }