{ "best_metric": 1.4711685180664062, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.030483158055174518, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00030483158055174517, "grad_norm": 21.98695945739746, "learning_rate": 1e-05, "loss": 6.4084, "step": 1 }, { "epoch": 0.00030483158055174517, "eval_loss": 1.6319817304611206, "eval_runtime": 406.8129, "eval_samples_per_second": 13.581, "eval_steps_per_second": 3.397, "step": 1 }, { "epoch": 0.0006096631611034903, "grad_norm": 30.730119705200195, "learning_rate": 2e-05, "loss": 7.5115, "step": 2 }, { "epoch": 0.0009144947416552355, "grad_norm": 21.137592315673828, "learning_rate": 3e-05, "loss": 8.1242, "step": 3 }, { "epoch": 0.0012193263222069807, "grad_norm": 9.523544311523438, "learning_rate": 4e-05, "loss": 5.8435, "step": 4 }, { "epoch": 0.0015241579027587258, "grad_norm": 8.481056213378906, "learning_rate": 5e-05, "loss": 5.4949, "step": 5 }, { "epoch": 0.001828989483310471, "grad_norm": 8.523990631103516, "learning_rate": 6e-05, "loss": 6.9845, "step": 6 }, { "epoch": 0.002133821063862216, "grad_norm": 8.88631820678711, "learning_rate": 7e-05, "loss": 6.1626, "step": 7 }, { "epoch": 0.0024386526444139613, "grad_norm": 6.518802165985107, "learning_rate": 8e-05, "loss": 5.7615, "step": 8 }, { "epoch": 0.0027434842249657062, "grad_norm": 9.041634559631348, "learning_rate": 9e-05, "loss": 6.5459, "step": 9 }, { "epoch": 0.0030483158055174516, "grad_norm": 6.668817520141602, "learning_rate": 0.0001, "loss": 5.616, "step": 10 }, { "epoch": 0.003353147386069197, "grad_norm": 6.139564514160156, "learning_rate": 9.999316524962345e-05, "loss": 6.3069, "step": 11 }, { "epoch": 0.003657978966620942, "grad_norm": 7.532167434692383, "learning_rate": 9.997266286704631e-05, "loss": 5.9633, "step": 12 }, { "epoch": 0.003962810547172687, "grad_norm": 7.122283458709717, "learning_rate": 9.993849845741524e-05, "loss": 6.1261, "step": 13 }, { "epoch": 0.004267642127724432, "grad_norm": 5.265317440032959, "learning_rate": 9.989068136093873e-05, "loss": 5.3817, "step": 14 }, { "epoch": 0.004572473708276178, "grad_norm": 7.952268600463867, "learning_rate": 9.98292246503335e-05, "loss": 5.1071, "step": 15 }, { "epoch": 0.004877305288827923, "grad_norm": 6.769160747528076, "learning_rate": 9.975414512725057e-05, "loss": 5.6123, "step": 16 }, { "epoch": 0.005182136869379668, "grad_norm": 5.8532609939575195, "learning_rate": 9.966546331768191e-05, "loss": 6.1175, "step": 17 }, { "epoch": 0.0054869684499314125, "grad_norm": 6.581336498260498, "learning_rate": 9.956320346634876e-05, "loss": 5.7228, "step": 18 }, { "epoch": 0.005791800030483158, "grad_norm": 5.720799922943115, "learning_rate": 9.944739353007344e-05, "loss": 5.4601, "step": 19 }, { "epoch": 0.006096631611034903, "grad_norm": 5.528389930725098, "learning_rate": 9.931806517013612e-05, "loss": 5.5383, "step": 20 }, { "epoch": 0.006401463191586648, "grad_norm": 5.521410942077637, "learning_rate": 9.917525374361912e-05, "loss": 6.0581, "step": 21 }, { "epoch": 0.006706294772138394, "grad_norm": 6.04514741897583, "learning_rate": 9.901899829374047e-05, "loss": 6.1071, "step": 22 }, { "epoch": 0.007011126352690139, "grad_norm": 6.623475074768066, "learning_rate": 9.884934153917997e-05, "loss": 4.7752, "step": 23 }, { "epoch": 0.007315957933241884, "grad_norm": 6.270343780517578, "learning_rate": 9.86663298624003e-05, "loss": 5.4616, "step": 24 }, { "epoch": 0.007620789513793629, "grad_norm": 5.578817367553711, "learning_rate": 9.847001329696653e-05, "loss": 4.7652, "step": 25 }, { "epoch": 0.007925621094345374, "grad_norm": 5.500857353210449, "learning_rate": 9.826044551386744e-05, "loss": 5.847, "step": 26 }, { "epoch": 0.00823045267489712, "grad_norm": 5.762143135070801, "learning_rate": 9.803768380684242e-05, "loss": 5.1161, "step": 27 }, { "epoch": 0.008535284255448864, "grad_norm": 5.709066390991211, "learning_rate": 9.780178907671789e-05, "loss": 4.4723, "step": 28 }, { "epoch": 0.00884011583600061, "grad_norm": 6.137989044189453, "learning_rate": 9.755282581475769e-05, "loss": 5.713, "step": 29 }, { "epoch": 0.009144947416552356, "grad_norm": 5.169020175933838, "learning_rate": 9.729086208503174e-05, "loss": 5.5467, "step": 30 }, { "epoch": 0.0094497789971041, "grad_norm": 5.7181572914123535, "learning_rate": 9.701596950580806e-05, "loss": 5.6103, "step": 31 }, { "epoch": 0.009754610577655845, "grad_norm": 6.780881404876709, "learning_rate": 9.672822322997305e-05, "loss": 4.9878, "step": 32 }, { "epoch": 0.010059442158207591, "grad_norm": 6.543086528778076, "learning_rate": 9.642770192448536e-05, "loss": 4.4962, "step": 33 }, { "epoch": 0.010364273738759335, "grad_norm": 5.252728462219238, "learning_rate": 9.611448774886924e-05, "loss": 4.7776, "step": 34 }, { "epoch": 0.010669105319311081, "grad_norm": 6.615414619445801, "learning_rate": 9.578866633275288e-05, "loss": 5.0635, "step": 35 }, { "epoch": 0.010973936899862825, "grad_norm": 6.838690280914307, "learning_rate": 9.545032675245813e-05, "loss": 4.4688, "step": 36 }, { "epoch": 0.01127876848041457, "grad_norm": 5.915197849273682, "learning_rate": 9.509956150664796e-05, "loss": 3.9103, "step": 37 }, { "epoch": 0.011583600060966317, "grad_norm": 6.228452682495117, "learning_rate": 9.473646649103818e-05, "loss": 4.1491, "step": 38 }, { "epoch": 0.01188843164151806, "grad_norm": 5.874170303344727, "learning_rate": 9.43611409721806e-05, "loss": 3.726, "step": 39 }, { "epoch": 0.012193263222069806, "grad_norm": 8.163307189941406, "learning_rate": 9.397368756032445e-05, "loss": 3.914, "step": 40 }, { "epoch": 0.012498094802621552, "grad_norm": 6.320303916931152, "learning_rate": 9.357421218136386e-05, "loss": 3.8544, "step": 41 }, { "epoch": 0.012802926383173296, "grad_norm": 6.844880104064941, "learning_rate": 9.316282404787871e-05, "loss": 3.4912, "step": 42 }, { "epoch": 0.013107757963725042, "grad_norm": 6.402690410614014, "learning_rate": 9.273963562927695e-05, "loss": 3.5663, "step": 43 }, { "epoch": 0.013412589544276788, "grad_norm": 7.34266471862793, "learning_rate": 9.230476262104677e-05, "loss": 3.7022, "step": 44 }, { "epoch": 0.013717421124828532, "grad_norm": 7.211582660675049, "learning_rate": 9.185832391312644e-05, "loss": 3.6953, "step": 45 }, { "epoch": 0.014022252705380277, "grad_norm": 7.074850082397461, "learning_rate": 9.140044155740101e-05, "loss": 3.3511, "step": 46 }, { "epoch": 0.014327084285932023, "grad_norm": 8.328790664672852, "learning_rate": 9.093124073433463e-05, "loss": 3.6233, "step": 47 }, { "epoch": 0.014631915866483767, "grad_norm": 7.469939708709717, "learning_rate": 9.045084971874738e-05, "loss": 3.0542, "step": 48 }, { "epoch": 0.014936747447035513, "grad_norm": 9.632752418518066, "learning_rate": 8.995939984474624e-05, "loss": 3.0364, "step": 49 }, { "epoch": 0.015241579027587259, "grad_norm": 13.907831192016602, "learning_rate": 8.945702546981969e-05, "loss": 2.9153, "step": 50 }, { "epoch": 0.015241579027587259, "eval_loss": 1.7195719480514526, "eval_runtime": 409.849, "eval_samples_per_second": 13.481, "eval_steps_per_second": 3.372, "step": 50 }, { "epoch": 0.015546410608139003, "grad_norm": 61.46236801147461, "learning_rate": 8.894386393810563e-05, "loss": 6.5024, "step": 51 }, { "epoch": 0.01585124218869075, "grad_norm": 18.183862686157227, "learning_rate": 8.842005554284296e-05, "loss": 7.4495, "step": 52 }, { "epoch": 0.016156073769242493, "grad_norm": 9.397269248962402, "learning_rate": 8.788574348801675e-05, "loss": 6.7986, "step": 53 }, { "epoch": 0.01646090534979424, "grad_norm": 6.099393367767334, "learning_rate": 8.73410738492077e-05, "loss": 6.4461, "step": 54 }, { "epoch": 0.016765736930345984, "grad_norm": 6.682137489318848, "learning_rate": 8.678619553365659e-05, "loss": 7.5984, "step": 55 }, { "epoch": 0.017070568510897728, "grad_norm": 6.377115726470947, "learning_rate": 8.622126023955446e-05, "loss": 6.2782, "step": 56 }, { "epoch": 0.017375400091449476, "grad_norm": 5.823065757751465, "learning_rate": 8.564642241456986e-05, "loss": 6.1547, "step": 57 }, { "epoch": 0.01768023167200122, "grad_norm": 8.691300392150879, "learning_rate": 8.506183921362443e-05, "loss": 6.4599, "step": 58 }, { "epoch": 0.017985063252552964, "grad_norm": 9.507842063903809, "learning_rate": 8.44676704559283e-05, "loss": 5.7283, "step": 59 }, { "epoch": 0.01828989483310471, "grad_norm": 5.431769371032715, "learning_rate": 8.386407858128706e-05, "loss": 5.9659, "step": 60 }, { "epoch": 0.018594726413656455, "grad_norm": 6.959444046020508, "learning_rate": 8.32512286056924e-05, "loss": 6.4109, "step": 61 }, { "epoch": 0.0188995579942082, "grad_norm": 6.050416469573975, "learning_rate": 8.262928807620843e-05, "loss": 6.0308, "step": 62 }, { "epoch": 0.019204389574759947, "grad_norm": 4.650235176086426, "learning_rate": 8.199842702516583e-05, "loss": 6.0326, "step": 63 }, { "epoch": 0.01950922115531169, "grad_norm": 4.57441520690918, "learning_rate": 8.135881792367686e-05, "loss": 5.9429, "step": 64 }, { "epoch": 0.019814052735863435, "grad_norm": 6.164806365966797, "learning_rate": 8.07106356344834e-05, "loss": 6.2539, "step": 65 }, { "epoch": 0.020118884316415182, "grad_norm": 4.8528666496276855, "learning_rate": 8.005405736415126e-05, "loss": 6.0395, "step": 66 }, { "epoch": 0.020423715896966926, "grad_norm": 4.227317810058594, "learning_rate": 7.938926261462366e-05, "loss": 5.2637, "step": 67 }, { "epoch": 0.02072854747751867, "grad_norm": 5.101165294647217, "learning_rate": 7.871643313414718e-05, "loss": 6.3507, "step": 68 }, { "epoch": 0.021033379058070414, "grad_norm": 5.496352672576904, "learning_rate": 7.803575286758364e-05, "loss": 5.3826, "step": 69 }, { "epoch": 0.021338210638622162, "grad_norm": 4.831961154937744, "learning_rate": 7.734740790612136e-05, "loss": 6.2885, "step": 70 }, { "epoch": 0.021643042219173906, "grad_norm": 6.279645919799805, "learning_rate": 7.66515864363997e-05, "loss": 6.4799, "step": 71 }, { "epoch": 0.02194787379972565, "grad_norm": 5.281492710113525, "learning_rate": 7.594847868906076e-05, "loss": 6.5732, "step": 72 }, { "epoch": 0.022252705380277397, "grad_norm": 4.832489967346191, "learning_rate": 7.52382768867422e-05, "loss": 6.281, "step": 73 }, { "epoch": 0.02255753696082914, "grad_norm": 5.089521408081055, "learning_rate": 7.452117519152542e-05, "loss": 5.4511, "step": 74 }, { "epoch": 0.022862368541380886, "grad_norm": 5.891453742980957, "learning_rate": 7.379736965185368e-05, "loss": 5.7084, "step": 75 }, { "epoch": 0.023167200121932633, "grad_norm": 4.8378987312316895, "learning_rate": 7.30670581489344e-05, "loss": 5.7123, "step": 76 }, { "epoch": 0.023472031702484377, "grad_norm": 4.414726734161377, "learning_rate": 7.233044034264034e-05, "loss": 5.1287, "step": 77 }, { "epoch": 0.02377686328303612, "grad_norm": 5.182641983032227, "learning_rate": 7.158771761692464e-05, "loss": 5.1877, "step": 78 }, { "epoch": 0.02408169486358787, "grad_norm": 5.3193254470825195, "learning_rate": 7.083909302476453e-05, "loss": 5.1346, "step": 79 }, { "epoch": 0.024386526444139613, "grad_norm": 5.478625297546387, "learning_rate": 7.008477123264848e-05, "loss": 4.8609, "step": 80 }, { "epoch": 0.024691358024691357, "grad_norm": 5.197872161865234, "learning_rate": 6.932495846462261e-05, "loss": 4.3952, "step": 81 }, { "epoch": 0.024996189605243104, "grad_norm": 5.30072546005249, "learning_rate": 6.855986244591104e-05, "loss": 4.9589, "step": 82 }, { "epoch": 0.025301021185794848, "grad_norm": 4.756397247314453, "learning_rate": 6.778969234612584e-05, "loss": 4.6308, "step": 83 }, { "epoch": 0.025605852766346592, "grad_norm": 5.27342414855957, "learning_rate": 6.701465872208216e-05, "loss": 4.4653, "step": 84 }, { "epoch": 0.02591068434689834, "grad_norm": 4.555075645446777, "learning_rate": 6.623497346023418e-05, "loss": 4.3031, "step": 85 }, { "epoch": 0.026215515927450084, "grad_norm": 5.166381359100342, "learning_rate": 6.545084971874738e-05, "loss": 4.1415, "step": 86 }, { "epoch": 0.026520347508001828, "grad_norm": 5.405249118804932, "learning_rate": 6.466250186922325e-05, "loss": 4.6427, "step": 87 }, { "epoch": 0.026825179088553575, "grad_norm": 5.342925548553467, "learning_rate": 6.387014543809223e-05, "loss": 4.1941, "step": 88 }, { "epoch": 0.02713001066910532, "grad_norm": 5.754428863525391, "learning_rate": 6.307399704769099e-05, "loss": 3.8832, "step": 89 }, { "epoch": 0.027434842249657063, "grad_norm": 5.4184088706970215, "learning_rate": 6.227427435703997e-05, "loss": 3.6651, "step": 90 }, { "epoch": 0.02773967383020881, "grad_norm": 6.166186809539795, "learning_rate": 6.147119600233758e-05, "loss": 3.7098, "step": 91 }, { "epoch": 0.028044505410760555, "grad_norm": 5.520735263824463, "learning_rate": 6.066498153718735e-05, "loss": 3.2639, "step": 92 }, { "epoch": 0.0283493369913123, "grad_norm": 6.3266730308532715, "learning_rate": 5.985585137257401e-05, "loss": 3.5446, "step": 93 }, { "epoch": 0.028654168571864046, "grad_norm": 6.167633056640625, "learning_rate": 5.90440267166055e-05, "loss": 3.4253, "step": 94 }, { "epoch": 0.02895900015241579, "grad_norm": 6.704769134521484, "learning_rate": 5.8229729514036705e-05, "loss": 3.8071, "step": 95 }, { "epoch": 0.029263831732967534, "grad_norm": 6.315314292907715, "learning_rate": 5.74131823855921e-05, "loss": 3.2286, "step": 96 }, { "epoch": 0.029568663313519282, "grad_norm": 7.417150497436523, "learning_rate": 5.6594608567103456e-05, "loss": 3.2532, "step": 97 }, { "epoch": 0.029873494894071026, "grad_norm": 7.790043354034424, "learning_rate": 5.577423184847932e-05, "loss": 2.9701, "step": 98 }, { "epoch": 0.03017832647462277, "grad_norm": 9.374876022338867, "learning_rate": 5.495227651252315e-05, "loss": 3.3668, "step": 99 }, { "epoch": 0.030483158055174518, "grad_norm": 14.421830177307129, "learning_rate": 5.4128967273616625e-05, "loss": 3.331, "step": 100 }, { "epoch": 0.030483158055174518, "eval_loss": 1.4711685180664062, "eval_runtime": 409.8203, "eval_samples_per_second": 13.482, "eval_steps_per_second": 3.372, "step": 100 } ], "logging_steps": 1, "max_steps": 200, "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": false }, "attributes": {} } }, "total_flos": 1.434577118649385e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }