{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.06209251785159888, "eval_steps": 9, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0006209251785159888, "grad_norm": 0.059769123792648315, "learning_rate": 1e-05, "loss": 0.3185, "step": 1 }, { "epoch": 0.0006209251785159888, "eval_loss": 0.13959623873233795, "eval_runtime": 195.4758, "eval_samples_per_second": 6.937, "eval_steps_per_second": 0.87, "step": 1 }, { "epoch": 0.0012418503570319776, "grad_norm": 0.10517919063568115, "learning_rate": 2e-05, "loss": 0.256, "step": 2 }, { "epoch": 0.0018627755355479665, "grad_norm": 0.11081903427839279, "learning_rate": 3e-05, "loss": 0.5629, "step": 3 }, { "epoch": 0.0024837007140639552, "grad_norm": 0.06486257910728455, "learning_rate": 4e-05, "loss": 0.1716, "step": 4 }, { "epoch": 0.003104625892579944, "grad_norm": 0.09219924360513687, "learning_rate": 5e-05, "loss": 0.1809, "step": 5 }, { "epoch": 0.003725551071095933, "grad_norm": 0.0759315937757492, "learning_rate": 6e-05, "loss": 0.2458, "step": 6 }, { "epoch": 0.004346476249611922, "grad_norm": 0.12138082832098007, "learning_rate": 7e-05, "loss": 0.3938, "step": 7 }, { "epoch": 0.0049674014281279105, "grad_norm": 0.07585237920284271, "learning_rate": 8e-05, "loss": 0.365, "step": 8 }, { "epoch": 0.005588326606643899, "grad_norm": 0.10387030988931656, "learning_rate": 9e-05, "loss": 0.2495, "step": 9 }, { "epoch": 0.005588326606643899, "eval_loss": 0.12086986750364304, "eval_runtime": 196.9377, "eval_samples_per_second": 6.885, "eval_steps_per_second": 0.863, "step": 9 }, { "epoch": 0.006209251785159888, "grad_norm": 0.1180136501789093, "learning_rate": 0.0001, "loss": 0.251, "step": 10 }, { "epoch": 0.006830176963675877, "grad_norm": 0.1043090745806694, "learning_rate": 9.99695413509548e-05, "loss": 0.3495, "step": 11 }, { "epoch": 0.007451102142191866, "grad_norm": 0.07909780740737915, "learning_rate": 9.987820251299122e-05, "loss": 0.1299, "step": 12 }, { "epoch": 0.008072027320707855, "grad_norm": 0.10309865325689316, "learning_rate": 9.972609476841367e-05, "loss": 0.1467, "step": 13 }, { "epoch": 0.008692952499223843, "grad_norm": 0.07576113939285278, "learning_rate": 9.951340343707852e-05, "loss": 0.0304, "step": 14 }, { "epoch": 0.009313877677739833, "grad_norm": 0.08277754485607147, "learning_rate": 9.924038765061042e-05, "loss": 0.2009, "step": 15 }, { "epoch": 0.009934802856255821, "grad_norm": 0.12150026112794876, "learning_rate": 9.890738003669029e-05, "loss": 0.2354, "step": 16 }, { "epoch": 0.01055572803477181, "grad_norm": 0.07561292499303818, "learning_rate": 9.851478631379982e-05, "loss": 0.1034, "step": 17 }, { "epoch": 0.011176653213287799, "grad_norm": 0.0687914714217186, "learning_rate": 9.806308479691595e-05, "loss": 0.1705, "step": 18 }, { "epoch": 0.011176653213287799, "eval_loss": 0.09106625616550446, "eval_runtime": 196.4768, "eval_samples_per_second": 6.902, "eval_steps_per_second": 0.865, "step": 18 }, { "epoch": 0.011797578391803787, "grad_norm": 0.08030562102794647, "learning_rate": 9.755282581475769e-05, "loss": 0.2869, "step": 19 }, { "epoch": 0.012418503570319777, "grad_norm": 0.08804439008235931, "learning_rate": 9.698463103929542e-05, "loss": 0.1482, "step": 20 }, { "epoch": 0.013039428748835765, "grad_norm": 0.14267109334468842, "learning_rate": 9.635919272833938e-05, "loss": 0.0744, "step": 21 }, { "epoch": 0.013660353927351754, "grad_norm": 0.0642479732632637, "learning_rate": 9.567727288213005e-05, "loss": 0.1141, "step": 22 }, { "epoch": 0.014281279105867743, "grad_norm": 0.11642853915691376, "learning_rate": 9.493970231495835e-05, "loss": 0.2607, "step": 23 }, { "epoch": 0.014902204284383732, "grad_norm": 0.06851276010274887, "learning_rate": 9.414737964294636e-05, "loss": 0.0412, "step": 24 }, { "epoch": 0.01552312946289972, "grad_norm": 0.09942375868558884, "learning_rate": 9.330127018922194e-05, "loss": 0.105, "step": 25 }, { "epoch": 0.01614405464141571, "grad_norm": 0.08792968839406967, "learning_rate": 9.24024048078213e-05, "loss": 0.1057, "step": 26 }, { "epoch": 0.016764979819931698, "grad_norm": 0.11934582889080048, "learning_rate": 9.145187862775209e-05, "loss": 0.3323, "step": 27 }, { "epoch": 0.016764979819931698, "eval_loss": 0.08386289328336716, "eval_runtime": 196.8416, "eval_samples_per_second": 6.889, "eval_steps_per_second": 0.864, "step": 27 }, { "epoch": 0.017385904998447686, "grad_norm": 0.10690551996231079, "learning_rate": 9.045084971874738e-05, "loss": 0.2852, "step": 28 }, { "epoch": 0.018006830176963674, "grad_norm": 0.10729014128446579, "learning_rate": 8.940053768033609e-05, "loss": 0.1705, "step": 29 }, { "epoch": 0.018627755355479666, "grad_norm": 0.08282957226037979, "learning_rate": 8.83022221559489e-05, "loss": 0.1005, "step": 30 }, { "epoch": 0.019248680533995654, "grad_norm": 0.0728306695818901, "learning_rate": 8.715724127386972e-05, "loss": 0.1307, "step": 31 }, { "epoch": 0.019869605712511642, "grad_norm": 0.09638900309801102, "learning_rate": 8.596699001693255e-05, "loss": 0.1735, "step": 32 }, { "epoch": 0.02049053089102763, "grad_norm": 0.16475456953048706, "learning_rate": 8.473291852294987e-05, "loss": 0.1015, "step": 33 }, { "epoch": 0.02111145606954362, "grad_norm": 0.06533080339431763, "learning_rate": 8.345653031794292e-05, "loss": 0.1143, "step": 34 }, { "epoch": 0.02173238124805961, "grad_norm": 0.10168042778968811, "learning_rate": 8.213938048432697e-05, "loss": 0.1452, "step": 35 }, { "epoch": 0.022353306426575598, "grad_norm": 0.07452461123466492, "learning_rate": 8.07830737662829e-05, "loss": 0.1062, "step": 36 }, { "epoch": 0.022353306426575598, "eval_loss": 0.0813056007027626, "eval_runtime": 196.8112, "eval_samples_per_second": 6.89, "eval_steps_per_second": 0.864, "step": 36 }, { "epoch": 0.022974231605091586, "grad_norm": 0.07804828137159348, "learning_rate": 7.938926261462366e-05, "loss": 0.1323, "step": 37 }, { "epoch": 0.023595156783607574, "grad_norm": 0.08380841463804245, "learning_rate": 7.795964517353735e-05, "loss": 0.1257, "step": 38 }, { "epoch": 0.024216081962123565, "grad_norm": 0.10386836528778076, "learning_rate": 7.649596321166024e-05, "loss": 0.1927, "step": 39 }, { "epoch": 0.024837007140639553, "grad_norm": 0.08352355659008026, "learning_rate": 7.500000000000001e-05, "loss": 0.215, "step": 40 }, { "epoch": 0.02545793231915554, "grad_norm": 0.202205091714859, "learning_rate": 7.347357813929454e-05, "loss": 0.1606, "step": 41 }, { "epoch": 0.02607885749767153, "grad_norm": 0.08188100904226303, "learning_rate": 7.191855733945387e-05, "loss": 0.0946, "step": 42 }, { "epoch": 0.02669978267618752, "grad_norm": 0.07515822350978851, "learning_rate": 7.033683215379002e-05, "loss": 0.1653, "step": 43 }, { "epoch": 0.02732070785470351, "grad_norm": 0.09081997722387314, "learning_rate": 6.873032967079561e-05, "loss": 0.1845, "step": 44 }, { "epoch": 0.027941633033219497, "grad_norm": 0.09180609881877899, "learning_rate": 6.710100716628344e-05, "loss": 0.1406, "step": 45 }, { "epoch": 0.027941633033219497, "eval_loss": 0.07980942726135254, "eval_runtime": 196.6543, "eval_samples_per_second": 6.895, "eval_steps_per_second": 0.864, "step": 45 }, { "epoch": 0.028562558211735485, "grad_norm": 0.09287755936384201, "learning_rate": 6.545084971874738e-05, "loss": 0.1577, "step": 46 }, { "epoch": 0.029183483390251473, "grad_norm": 0.043771930038928986, "learning_rate": 6.378186779084995e-05, "loss": 0.0785, "step": 47 }, { "epoch": 0.029804408568767465, "grad_norm": 0.04385403171181679, "learning_rate": 6.209609477998338e-05, "loss": 0.0575, "step": 48 }, { "epoch": 0.030425333747283453, "grad_norm": 0.07490763813257217, "learning_rate": 6.0395584540887963e-05, "loss": 0.2689, "step": 49 }, { "epoch": 0.03104625892579944, "grad_norm": 0.07791085541248322, "learning_rate": 5.868240888334653e-05, "loss": 0.1212, "step": 50 }, { "epoch": 0.03166718410431543, "grad_norm": 0.07903222739696503, "learning_rate": 5.695865504800327e-05, "loss": 0.1891, "step": 51 }, { "epoch": 0.03228810928283142, "grad_norm": 0.07027075439691544, "learning_rate": 5.522642316338268e-05, "loss": 0.1198, "step": 52 }, { "epoch": 0.03290903446134741, "grad_norm": 0.07146333903074265, "learning_rate": 5.348782368720626e-05, "loss": 0.056, "step": 53 }, { "epoch": 0.033529959639863396, "grad_norm": 0.06251576542854309, "learning_rate": 5.174497483512506e-05, "loss": 0.1302, "step": 54 }, { "epoch": 0.033529959639863396, "eval_loss": 0.07887319475412369, "eval_runtime": 197.0406, "eval_samples_per_second": 6.882, "eval_steps_per_second": 0.863, "step": 54 }, { "epoch": 0.034150884818379384, "grad_norm": 0.09780936688184738, "learning_rate": 5e-05, "loss": 0.1407, "step": 55 }, { "epoch": 0.03477180999689537, "grad_norm": 0.1112448126077652, "learning_rate": 4.825502516487497e-05, "loss": 0.3002, "step": 56 }, { "epoch": 0.03539273517541136, "grad_norm": 0.08623827248811722, "learning_rate": 4.6512176312793736e-05, "loss": 0.149, "step": 57 }, { "epoch": 0.03601366035392735, "grad_norm": 0.06050853431224823, "learning_rate": 4.477357683661734e-05, "loss": 0.1211, "step": 58 }, { "epoch": 0.036634585532443344, "grad_norm": 0.11154228448867798, "learning_rate": 4.3041344951996746e-05, "loss": 0.261, "step": 59 }, { "epoch": 0.03725551071095933, "grad_norm": 0.09761973470449448, "learning_rate": 4.131759111665349e-05, "loss": 0.2088, "step": 60 }, { "epoch": 0.03787643588947532, "grad_norm": 0.09448567777872086, "learning_rate": 3.960441545911204e-05, "loss": 0.2188, "step": 61 }, { "epoch": 0.03849736106799131, "grad_norm": 0.14334271848201752, "learning_rate": 3.790390522001662e-05, "loss": 0.3294, "step": 62 }, { "epoch": 0.039118286246507296, "grad_norm": 0.05232716351747513, "learning_rate": 3.6218132209150045e-05, "loss": 0.1154, "step": 63 }, { "epoch": 0.039118286246507296, "eval_loss": 0.0781964585185051, "eval_runtime": 196.8985, "eval_samples_per_second": 6.887, "eval_steps_per_second": 0.863, "step": 63 }, { "epoch": 0.039739211425023284, "grad_norm": 0.0912960097193718, "learning_rate": 3.4549150281252636e-05, "loss": 0.2111, "step": 64 }, { "epoch": 0.04036013660353927, "grad_norm": 0.12232377380132675, "learning_rate": 3.289899283371657e-05, "loss": 0.1729, "step": 65 }, { "epoch": 0.04098106178205526, "grad_norm": 0.08245333284139633, "learning_rate": 3.12696703292044e-05, "loss": 0.1402, "step": 66 }, { "epoch": 0.04160198696057125, "grad_norm": 0.12183276563882828, "learning_rate": 2.9663167846209998e-05, "loss": 0.1373, "step": 67 }, { "epoch": 0.04222291213908724, "grad_norm": 0.06348512321710587, "learning_rate": 2.8081442660546125e-05, "loss": 0.1206, "step": 68 }, { "epoch": 0.04284383731760323, "grad_norm": 0.09386453032493591, "learning_rate": 2.6526421860705473e-05, "loss": 0.1482, "step": 69 }, { "epoch": 0.04346476249611922, "grad_norm": 0.05416074022650719, "learning_rate": 2.500000000000001e-05, "loss": 0.1152, "step": 70 }, { "epoch": 0.04408568767463521, "grad_norm": 0.08359821140766144, "learning_rate": 2.350403678833976e-05, "loss": 0.155, "step": 71 }, { "epoch": 0.044706612853151195, "grad_norm": 0.07346191257238388, "learning_rate": 2.2040354826462668e-05, "loss": 0.1311, "step": 72 }, { "epoch": 0.044706612853151195, "eval_loss": 0.07774772495031357, "eval_runtime": 196.8503, "eval_samples_per_second": 6.888, "eval_steps_per_second": 0.864, "step": 72 }, { "epoch": 0.04532753803166718, "grad_norm": 0.06992657482624054, "learning_rate": 2.061073738537635e-05, "loss": 0.0874, "step": 73 }, { "epoch": 0.04594846321018317, "grad_norm": 0.0818590447306633, "learning_rate": 1.9216926233717085e-05, "loss": 0.0875, "step": 74 }, { "epoch": 0.04656938838869916, "grad_norm": 0.04817086458206177, "learning_rate": 1.7860619515673033e-05, "loss": 0.0864, "step": 75 }, { "epoch": 0.04719031356721515, "grad_norm": 0.1407470554113388, "learning_rate": 1.6543469682057106e-05, "loss": 0.2138, "step": 76 }, { "epoch": 0.04781123874573114, "grad_norm": 0.0823465958237648, "learning_rate": 1.526708147705013e-05, "loss": 0.1361, "step": 77 }, { "epoch": 0.04843216392424713, "grad_norm": 0.09610020369291306, "learning_rate": 1.4033009983067452e-05, "loss": 0.1357, "step": 78 }, { "epoch": 0.04905308910276312, "grad_norm": 0.06676094979047775, "learning_rate": 1.2842758726130283e-05, "loss": 0.1109, "step": 79 }, { "epoch": 0.04967401428127911, "grad_norm": 0.07106545567512512, "learning_rate": 1.1697777844051105e-05, "loss": 0.0834, "step": 80 }, { "epoch": 0.050294939459795095, "grad_norm": 0.06571792811155319, "learning_rate": 1.0599462319663905e-05, "loss": 0.2109, "step": 81 }, { "epoch": 0.050294939459795095, "eval_loss": 0.07751059532165527, "eval_runtime": 196.8663, "eval_samples_per_second": 6.888, "eval_steps_per_second": 0.864, "step": 81 }, { "epoch": 0.05091586463831108, "grad_norm": 0.06973174959421158, "learning_rate": 9.549150281252633e-06, "loss": 0.085, "step": 82 }, { "epoch": 0.05153678981682707, "grad_norm": 0.09078380465507507, "learning_rate": 8.548121372247918e-06, "loss": 0.1149, "step": 83 }, { "epoch": 0.05215771499534306, "grad_norm": 0.08853405714035034, "learning_rate": 7.597595192178702e-06, "loss": 0.1259, "step": 84 }, { "epoch": 0.05277864017385905, "grad_norm": 0.046835608780384064, "learning_rate": 6.698729810778065e-06, "loss": 0.0831, "step": 85 }, { "epoch": 0.05339956535237504, "grad_norm": 0.06550367176532745, "learning_rate": 5.852620357053651e-06, "loss": 0.103, "step": 86 }, { "epoch": 0.05402049053089103, "grad_norm": 0.10945193469524384, "learning_rate": 5.060297685041659e-06, "loss": 0.1612, "step": 87 }, { "epoch": 0.05464141570940702, "grad_norm": 0.07449627667665482, "learning_rate": 4.322727117869951e-06, "loss": 0.1054, "step": 88 }, { "epoch": 0.055262340887923006, "grad_norm": 0.06876291334629059, "learning_rate": 3.6408072716606346e-06, "loss": 0.1125, "step": 89 }, { "epoch": 0.055883266066438994, "grad_norm": 0.0853685587644577, "learning_rate": 3.0153689607045845e-06, "loss": 0.2923, "step": 90 }, { "epoch": 0.055883266066438994, "eval_loss": 0.07741052657365799, "eval_runtime": 196.569, "eval_samples_per_second": 6.898, "eval_steps_per_second": 0.865, "step": 90 }, { "epoch": 0.05650419124495498, "grad_norm": 0.07243622839450836, "learning_rate": 2.4471741852423237e-06, "loss": 0.0354, "step": 91 }, { "epoch": 0.05712511642347097, "grad_norm": 0.07864990830421448, "learning_rate": 1.9369152030840556e-06, "loss": 0.1801, "step": 92 }, { "epoch": 0.05774604160198696, "grad_norm": 0.06895054131746292, "learning_rate": 1.4852136862001764e-06, "loss": 0.1401, "step": 93 }, { "epoch": 0.058366966780502946, "grad_norm": 0.055806513875722885, "learning_rate": 1.0926199633097157e-06, "loss": 0.1258, "step": 94 }, { "epoch": 0.05898789195901894, "grad_norm": 0.08117268234491348, "learning_rate": 7.596123493895991e-07, "loss": 0.1295, "step": 95 }, { "epoch": 0.05960881713753493, "grad_norm": 0.0856701135635376, "learning_rate": 4.865965629214819e-07, "loss": 0.0834, "step": 96 }, { "epoch": 0.06022974231605092, "grad_norm": 0.05110366269946098, "learning_rate": 2.7390523158633554e-07, "loss": 0.1204, "step": 97 }, { "epoch": 0.060850667494566905, "grad_norm": 0.07894067466259003, "learning_rate": 1.2179748700879012e-07, "loss": 0.0513, "step": 98 }, { "epoch": 0.061471592673082893, "grad_norm": 0.08335493505001068, "learning_rate": 3.04586490452119e-08, "loss": 0.191, "step": 99 }, { "epoch": 0.061471592673082893, "eval_loss": 0.07739631831645966, "eval_runtime": 196.8437, "eval_samples_per_second": 6.889, "eval_steps_per_second": 0.864, "step": 99 }, { "epoch": 0.06209251785159888, "grad_norm": 0.07276061922311783, "learning_rate": 0.0, "loss": 0.1111, "step": 100 } ], "logging_steps": 1, "max_steps": 100, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2.5264363250122752e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }