{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "eval_steps": 500, "global_step": 96, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03125, "grad_norm": 0.01407550252465267, "learning_rate": 8.000000000000001e-06, "loss": 0.1816, "step": 1 }, { "epoch": 0.0625, "grad_norm": 0.01470188647122694, "learning_rate": 1.6000000000000003e-05, "loss": 0.1815, "step": 2 }, { "epoch": 0.09375, "grad_norm": 0.013899662077643845, "learning_rate": 2.4e-05, "loss": 0.1893, "step": 3 }, { "epoch": 0.125, "grad_norm": 0.013171363006038193, "learning_rate": 3.2000000000000005e-05, "loss": 0.1797, "step": 4 }, { "epoch": 0.15625, "grad_norm": 0.014122307656636137, "learning_rate": 4e-05, "loss": 0.1864, "step": 5 }, { "epoch": 0.1875, "grad_norm": 0.015493781647247856, "learning_rate": 4.8e-05, "loss": 0.1863, "step": 6 }, { "epoch": 0.21875, "grad_norm": 0.0177690135237363, "learning_rate": 5.6e-05, "loss": 0.1806, "step": 7 }, { "epoch": 0.25, "grad_norm": 0.019744997443696583, "learning_rate": 6.400000000000001e-05, "loss": 0.1812, "step": 8 }, { "epoch": 0.28125, "grad_norm": 0.019100076943213144, "learning_rate": 7.2e-05, "loss": 0.1766, "step": 9 }, { "epoch": 0.3125, "grad_norm": 0.02513285782306868, "learning_rate": 8e-05, "loss": 0.1741, "step": 10 }, { "epoch": 0.34375, "grad_norm": 0.023047357881927678, "learning_rate": 7.997331393480957e-05, "loss": 0.1615, "step": 11 }, { "epoch": 0.375, "grad_norm": 0.023124231297050782, "learning_rate": 7.989329134654207e-05, "loss": 0.1413, "step": 12 }, { "epoch": 0.40625, "grad_norm": 0.028010735700580793, "learning_rate": 7.976003900959785e-05, "loss": 0.1505, "step": 13 }, { "epoch": 0.4375, "grad_norm": 0.02529939154236208, "learning_rate": 7.957373472300442e-05, "loss": 0.1429, "step": 14 }, { "epoch": 0.46875, "grad_norm": 0.018177099368165615, "learning_rate": 7.933462707317864e-05, "loss": 0.1431, "step": 15 }, { "epoch": 0.5, "grad_norm": 0.02313399335351697, "learning_rate": 7.90430351022371e-05, "loss": 0.1378, "step": 16 }, { "epoch": 0.53125, "grad_norm": 0.01597311427695637, "learning_rate": 7.869934788229701e-05, "loss": 0.1242, "step": 17 }, { "epoch": 0.5625, "grad_norm": 0.01859669819463546, "learning_rate": 7.830402399633624e-05, "loss": 0.125, "step": 18 }, { "epoch": 0.59375, "grad_norm": 0.014162630783732186, "learning_rate": 7.785759092630437e-05, "loss": 0.1095, "step": 19 }, { "epoch": 0.625, "grad_norm": 0.016655557233615195, "learning_rate": 7.736064434930193e-05, "loss": 0.1264, "step": 20 }, { "epoch": 0.65625, "grad_norm": 0.015749717663925782, "learning_rate": 7.681384734276638e-05, "loss": 0.1123, "step": 21 }, { "epoch": 0.6875, "grad_norm": 0.014072349788015267, "learning_rate": 7.621792949972588e-05, "loss": 0.1091, "step": 22 }, { "epoch": 0.71875, "grad_norm": 0.014078522807825882, "learning_rate": 7.557368595530076e-05, "loss": 0.1038, "step": 23 }, { "epoch": 0.75, "grad_norm": 0.0136967484140524, "learning_rate": 7.488197632575232e-05, "loss": 0.1071, "step": 24 }, { "epoch": 0.78125, "grad_norm": 0.012490712936852387, "learning_rate": 7.414372356149387e-05, "loss": 0.0974, "step": 25 }, { "epoch": 0.8125, "grad_norm": 0.012924580642094627, "learning_rate": 7.335991271559512e-05, "loss": 0.0914, "step": 26 }, { "epoch": 0.84375, "grad_norm": 0.013089434696583035, "learning_rate": 7.253158962942263e-05, "loss": 0.0891, "step": 27 }, { "epoch": 0.875, "grad_norm": 0.015993464382911503, "learning_rate": 7.165985953717017e-05, "loss": 0.0857, "step": 28 }, { "epoch": 0.90625, "grad_norm": 0.014430703246442201, "learning_rate": 7.074588559114129e-05, "loss": 0.0815, "step": 29 }, { "epoch": 0.9375, "grad_norm": 0.012559712427520731, "learning_rate": 6.979088730975128e-05, "loss": 0.0763, "step": 30 }, { "epoch": 0.96875, "grad_norm": 0.012436854650590573, "learning_rate": 6.879613895031985e-05, "loss": 0.0714, "step": 31 }, { "epoch": 1.0, "grad_norm": 0.01194365549567003, "learning_rate": 6.776296780882537e-05, "loss": 0.0688, "step": 32 }, { "epoch": 1.03125, "grad_norm": 0.013676736512650316, "learning_rate": 6.669275244888958e-05, "loss": 0.0677, "step": 33 }, { "epoch": 1.0625, "grad_norm": 0.012728477598631795, "learning_rate": 6.558692086235565e-05, "loss": 0.0626, "step": 34 }, { "epoch": 1.09375, "grad_norm": 0.009181957180459447, "learning_rate": 6.444694856391398e-05, "loss": 0.0629, "step": 35 }, { "epoch": 1.125, "grad_norm": 0.011241352188131493, "learning_rate": 6.327435662231812e-05, "loss": 0.0574, "step": 36 }, { "epoch": 1.15625, "grad_norm": 0.011814039337883688, "learning_rate": 6.207070963081785e-05, "loss": 0.0555, "step": 37 }, { "epoch": 1.1875, "grad_norm": 0.010712670156432241, "learning_rate": 6.083761361951722e-05, "loss": 0.0501, "step": 38 }, { "epoch": 1.21875, "grad_norm": 0.012147779459752806, "learning_rate": 5.9576713912443424e-05, "loss": 0.0592, "step": 39 }, { "epoch": 1.25, "grad_norm": 0.009542528460113579, "learning_rate": 5.8289692932185546e-05, "loss": 0.0526, "step": 40 }, { "epoch": 1.28125, "grad_norm": 0.012101717968366866, "learning_rate": 5.697826795503261e-05, "loss": 0.0531, "step": 41 }, { "epoch": 1.3125, "grad_norm": 0.011041723261196693, "learning_rate": 5.564418881960624e-05, "loss": 0.0562, "step": 42 }, { "epoch": 1.34375, "grad_norm": 0.009312163807652834, "learning_rate": 5.428923559204531e-05, "loss": 0.0461, "step": 43 }, { "epoch": 1.375, "grad_norm": 0.008288647576096984, "learning_rate": 5.291521619085785e-05, "loss": 0.0398, "step": 44 }, { "epoch": 1.40625, "grad_norm": 0.0085603182551657, "learning_rate": 5.1523963974609515e-05, "loss": 0.0484, "step": 45 }, { "epoch": 1.4375, "grad_norm": 0.008592725056521243, "learning_rate": 5.011733529566723e-05, "loss": 0.0433, "step": 46 }, { "epoch": 1.46875, "grad_norm": 0.01107345110355633, "learning_rate": 4.869720702326229e-05, "loss": 0.0506, "step": 47 }, { "epoch": 1.5, "grad_norm": 0.008335174087170924, "learning_rate": 4.726547403917746e-05, "loss": 0.051, "step": 48 }, { "epoch": 1.53125, "grad_norm": 0.007423496556631077, "learning_rate": 4.582404670940021e-05, "loss": 0.0407, "step": 49 }, { "epoch": 1.5625, "grad_norm": 0.007723363601397683, "learning_rate": 4.437484833511499e-05, "loss": 0.0491, "step": 50 }, { "epoch": 1.59375, "grad_norm": 0.007957016981768567, "learning_rate": 4.29198125864363e-05, "loss": 0.0454, "step": 51 }, { "epoch": 1.625, "grad_norm": 0.007979007811475326, "learning_rate": 4.1460880922306367e-05, "loss": 0.0405, "step": 52 }, { "epoch": 1.65625, "grad_norm": 0.006641760340963778, "learning_rate": 4e-05, "loss": 0.045, "step": 53 }, { "epoch": 1.6875, "grad_norm": 0.007772111084672135, "learning_rate": 3.853911907769365e-05, "loss": 0.0407, "step": 54 }, { "epoch": 1.71875, "grad_norm": 0.007968572731780869, "learning_rate": 3.7080187413563696e-05, "loss": 0.0467, "step": 55 }, { "epoch": 1.75, "grad_norm": 0.006331316783310332, "learning_rate": 3.5625151664885036e-05, "loss": 0.0415, "step": 56 }, { "epoch": 1.78125, "grad_norm": 0.007565679805810291, "learning_rate": 3.417595329059982e-05, "loss": 0.0434, "step": 57 }, { "epoch": 1.8125, "grad_norm": 0.007508804813033004, "learning_rate": 3.2734525960822545e-05, "loss": 0.0499, "step": 58 }, { "epoch": 1.84375, "grad_norm": 0.007125337161851334, "learning_rate": 3.1302792976737726e-05, "loss": 0.0436, "step": 59 }, { "epoch": 1.875, "grad_norm": 0.008750891670532251, "learning_rate": 2.988266470433277e-05, "loss": 0.0448, "step": 60 }, { "epoch": 1.90625, "grad_norm": 0.010030347406714348, "learning_rate": 2.84760360253905e-05, "loss": 0.0512, "step": 61 }, { "epoch": 1.9375, "grad_norm": 0.012741841327458828, "learning_rate": 2.7084783809142164e-05, "loss": 0.0559, "step": 62 }, { "epoch": 1.96875, "grad_norm": 0.007052409575339403, "learning_rate": 2.5710764407954692e-05, "loss": 0.0446, "step": 63 }, { "epoch": 2.0, "grad_norm": 0.0076933296048535904, "learning_rate": 2.4355811180393767e-05, "loss": 0.0432, "step": 64 }, { "epoch": 2.03125, "grad_norm": 0.006677444020767099, "learning_rate": 2.3021732044967405e-05, "loss": 0.0388, "step": 65 }, { "epoch": 2.0625, "grad_norm": 0.006644011597457178, "learning_rate": 2.171030706781446e-05, "loss": 0.038, "step": 66 }, { "epoch": 2.09375, "grad_norm": 0.008273196829902876, "learning_rate": 2.042328608755659e-05, "loss": 0.0523, "step": 67 }, { "epoch": 2.125, "grad_norm": 0.008656212729561663, "learning_rate": 1.9162386380482795e-05, "loss": 0.0428, "step": 68 }, { "epoch": 2.15625, "grad_norm": 0.007907595953750495, "learning_rate": 1.7929290369182163e-05, "loss": 0.0421, "step": 69 }, { "epoch": 2.1875, "grad_norm": 0.006179264059214988, "learning_rate": 1.6725643377681893e-05, "loss": 0.0411, "step": 70 }, { "epoch": 2.21875, "grad_norm": 0.007796852540554055, "learning_rate": 1.555305143608603e-05, "loss": 0.0497, "step": 71 }, { "epoch": 2.25, "grad_norm": 0.007300626672068782, "learning_rate": 1.4413079137644358e-05, "loss": 0.0444, "step": 72 }, { "epoch": 2.28125, "grad_norm": 0.0075306917853387246, "learning_rate": 1.3307247551110427e-05, "loss": 0.0546, "step": 73 }, { "epoch": 2.3125, "grad_norm": 0.006713948760641831, "learning_rate": 1.2237032191174642e-05, "loss": 0.0469, "step": 74 }, { "epoch": 2.34375, "grad_norm": 0.008286233506446512, "learning_rate": 1.1203861049680174e-05, "loss": 0.04, "step": 75 }, { "epoch": 2.375, "grad_norm": 0.0062607944469658785, "learning_rate": 1.0209112690248726e-05, "loss": 0.0307, "step": 76 }, { "epoch": 2.40625, "grad_norm": 0.006330406280359023, "learning_rate": 9.254114408858714e-06, "loss": 0.037, "step": 77 }, { "epoch": 2.4375, "grad_norm": 0.007069131022686873, "learning_rate": 8.34014046282984e-06, "loss": 0.0366, "step": 78 }, { "epoch": 2.46875, "grad_norm": 0.005695617439896423, "learning_rate": 7.468410370577386e-06, "loss": 0.0388, "step": 79 }, { "epoch": 2.5, "grad_norm": 0.007372692106164091, "learning_rate": 6.640087284404888e-06, "loss": 0.0484, "step": 80 }, { "epoch": 2.53125, "grad_norm": 0.00751008320860994, "learning_rate": 5.856276438506143e-06, "loss": 0.0465, "step": 81 }, { "epoch": 2.5625, "grad_norm": 0.007448804961198022, "learning_rate": 5.118023674247692e-06, "loss": 0.0476, "step": 82 }, { "epoch": 2.59375, "grad_norm": 0.007958166860826373, "learning_rate": 4.426314044699247e-06, "loss": 0.0447, "step": 83 }, { "epoch": 2.625, "grad_norm": 0.007892530550195764, "learning_rate": 3.7820705002741353e-06, "loss": 0.0464, "step": 84 }, { "epoch": 2.65625, "grad_norm": 0.007452974291357488, "learning_rate": 3.1861526572336276e-06, "loss": 0.0475, "step": 85 }, { "epoch": 2.6875, "grad_norm": 0.007568847705200401, "learning_rate": 2.6393556506980834e-06, "loss": 0.043, "step": 86 }, { "epoch": 2.71875, "grad_norm": 0.006353940889517695, "learning_rate": 2.142409073695624e-06, "loss": 0.0405, "step": 87 }, { "epoch": 2.75, "grad_norm": 0.00896052920211785, "learning_rate": 1.6959760036637662e-06, "loss": 0.0478, "step": 88 }, { "epoch": 2.78125, "grad_norm": 0.006857728005209591, "learning_rate": 1.3006521177029918e-06, "loss": 0.0404, "step": 89 }, { "epoch": 2.8125, "grad_norm": 0.0063836304247783, "learning_rate": 9.569648977629176e-07, "loss": 0.0387, "step": 90 }, { "epoch": 2.84375, "grad_norm": 0.007680634468205475, "learning_rate": 6.653729268213571e-07, "loss": 0.0446, "step": 91 }, { "epoch": 2.875, "grad_norm": 0.006757432100802972, "learning_rate": 4.2626527699558996e-07, "loss": 0.0412, "step": 92 }, { "epoch": 2.90625, "grad_norm": 0.00652382645557434, "learning_rate": 2.399609904021638e-07, "loss": 0.0478, "step": 93 }, { "epoch": 2.9375, "grad_norm": 0.00655177687870289, "learning_rate": 1.0670865345793425e-07, "loss": 0.0458, "step": 94 }, { "epoch": 2.96875, "grad_norm": 0.006766581973263856, "learning_rate": 2.668606519042438e-08, "loss": 0.0433, "step": 95 }, { "epoch": 3.0, "grad_norm": 0.006522064241774668, "learning_rate": 0.0, "loss": 0.041, "step": 96 }, { "epoch": 3.0, "step": 96, "total_flos": 79623079919616.0, "train_loss": 0.075466869204926, "train_runtime": 1447.2969, "train_samples_per_second": 0.518, "train_steps_per_second": 0.066 } ], "logging_steps": 1, "max_steps": 96, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 79623079919616.0, "train_batch_size": 1, "trial_name": null, "trial_params": null }