Invalid JSON:
Unexpected token 'N', ..."al_loss": NaN,
"... is not valid JSON
| { | |
| "best_global_step": 10000, | |
| "best_metric": 0.8275137305036369, | |
| "best_model_checkpoint": "./results/run-0/checkpoint-10000", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 10000, | |
| "is_hyper_param_search": true, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.05, | |
| "grad_norm": 2.039576768875122, | |
| "learning_rate": 1.447537100215313e-06, | |
| "loss": 0.0, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "grad_norm": 4.460484504699707, | |
| "learning_rate": 2.9096957873014878e-06, | |
| "loss": 0.0821, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "grad_norm": 26.84711456298828, | |
| "learning_rate": 4.371854474387663e-06, | |
| "loss": 0.0519, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "grad_norm": 0.6646966934204102, | |
| "learning_rate": 5.834013161473838e-06, | |
| "loss": 0.0, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "grad_norm": 1.8385223150253296, | |
| "learning_rate": 7.296171848560012e-06, | |
| "loss": 0.0, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "grad_norm": 0.9234638810157776, | |
| "learning_rate": 8.758330535646188e-06, | |
| "loss": 0.0, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "grad_norm": 38.24382400512695, | |
| "learning_rate": 9.9933989317167e-06, | |
| "loss": 0.0, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "grad_norm": 42.83884811401367, | |
| "learning_rate": 9.94162234536513e-06, | |
| "loss": 0.0, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "grad_norm": 0.8020399808883667, | |
| "learning_rate": 9.889845759013559e-06, | |
| "loss": 0.0, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "grad_norm": 0.86091148853302, | |
| "learning_rate": 9.838069172661988e-06, | |
| "loss": 0.0, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "grad_norm": 0.16439934074878693, | |
| "learning_rate": 9.786292586310415e-06, | |
| "loss": 0.0, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "grad_norm": 2.752115488052368, | |
| "learning_rate": 9.734515999958846e-06, | |
| "loss": 0.0, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "grad_norm": 1.5777802467346191, | |
| "learning_rate": 9.682739413607275e-06, | |
| "loss": 0.0, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "grad_norm": 5.708035945892334, | |
| "learning_rate": 9.630962827255703e-06, | |
| "loss": 0.0598, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "grad_norm": 0.3160113990306854, | |
| "learning_rate": 9.579186240904132e-06, | |
| "loss": 0.0441, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "grad_norm": 1.2273201942443848, | |
| "learning_rate": 9.527409654552563e-06, | |
| "loss": 0.0, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "grad_norm": 29.215551376342773, | |
| "learning_rate": 9.47563306820099e-06, | |
| "loss": 0.0, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "grad_norm": 0.18806450068950653, | |
| "learning_rate": 9.42385648184942e-06, | |
| "loss": 0.0, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "grad_norm": 0.41723617911338806, | |
| "learning_rate": 9.372079895497849e-06, | |
| "loss": 0.0183, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.9550623893737793, | |
| "learning_rate": 9.32030330914628e-06, | |
| "loss": 0.0, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_economic_inequality_accuracy": 0.8047858942065491, | |
| "eval_economic_inequality_f1": 0.7536914695213144, | |
| "eval_economic_policy_benefits_accuracy": 0.8282828282828283, | |
| "eval_economic_policy_benefits_f1": 0.7567090529234769, | |
| "eval_ethnic_boundaries_accuracy": 0.9526143790849673, | |
| "eval_ethnic_boundaries_f1": 0.9344984933861545, | |
| "eval_language_policy_accuracy": 0.7058823529411765, | |
| "eval_language_policy_f1": 0.6071428571428571, | |
| "eval_loss": NaN, | |
| "eval_mother_tongue_education_accuracy": 0.8888888888888888, | |
| "eval_mother_tongue_education_f1": 0.837037037037037, | |
| "eval_overall_accuracy": 0.8392311075242039, | |
| "eval_overall_f1": 0.782435168791527, | |
| "eval_religion_ethnic_identity_accuracy": 0.8549323017408124, | |
| "eval_religion_ethnic_identity_f1": 0.8055321027383222, | |
| "eval_runtime": 4.4874, | |
| "eval_samples_per_second": 891.378, | |
| "eval_steps_per_second": 55.711, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "grad_norm": 2.762986183166504, | |
| "learning_rate": 9.268526722794707e-06, | |
| "loss": 0.0, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "grad_norm": 0.5487369298934937, | |
| "learning_rate": 9.216750136443136e-06, | |
| "loss": 0.0, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "grad_norm": 4.76751184463501, | |
| "learning_rate": 9.164973550091565e-06, | |
| "loss": 0.0102, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "grad_norm": 2.681756019592285, | |
| "learning_rate": 9.113196963739995e-06, | |
| "loss": 0.0, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "grad_norm": 0.24124185740947723, | |
| "learning_rate": 9.061420377388424e-06, | |
| "loss": 0.0, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "grad_norm": 1.943154215812683, | |
| "learning_rate": 9.009643791036853e-06, | |
| "loss": 0.0, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "grad_norm": 0.28053101897239685, | |
| "learning_rate": 8.957867204685282e-06, | |
| "loss": 0.0347, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "grad_norm": 1.7952568531036377, | |
| "learning_rate": 8.906090618333711e-06, | |
| "loss": 0.4436, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "grad_norm": 3.859933614730835, | |
| "learning_rate": 8.85431403198214e-06, | |
| "loss": 0.0, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "grad_norm": 1.094464898109436, | |
| "learning_rate": 8.80253744563057e-06, | |
| "loss": 0.0, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "grad_norm": 0.5670285820960999, | |
| "learning_rate": 8.750760859278999e-06, | |
| "loss": 0.0, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "grad_norm": 2.8412418365478516, | |
| "learning_rate": 8.698984272927428e-06, | |
| "loss": 0.0, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "grad_norm": 65.82475280761719, | |
| "learning_rate": 8.647207686575855e-06, | |
| "loss": 0.0, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "grad_norm": 8.976615905761719, | |
| "learning_rate": 8.595431100224286e-06, | |
| "loss": 0.0048, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "grad_norm": 126.71548461914062, | |
| "learning_rate": 8.543654513872716e-06, | |
| "loss": 0.0, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "grad_norm": 0.595015823841095, | |
| "learning_rate": 8.491877927521143e-06, | |
| "loss": 0.0033, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "grad_norm": 3.98215651512146, | |
| "learning_rate": 8.440101341169572e-06, | |
| "loss": 0.1482, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "grad_norm": 3.0417540073394775, | |
| "learning_rate": 8.388324754818003e-06, | |
| "loss": 0.0031, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "grad_norm": 27.85649299621582, | |
| "learning_rate": 8.33654816846643e-06, | |
| "loss": 0.0589, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 2.3094232082366943, | |
| "learning_rate": 8.28477158211486e-06, | |
| "loss": 0.0, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_economic_inequality_accuracy": 0.8236775818639799, | |
| "eval_economic_inequality_f1": 0.8161521311449569, | |
| "eval_economic_policy_benefits_accuracy": 0.835016835016835, | |
| "eval_economic_policy_benefits_f1": 0.81117677081242, | |
| "eval_ethnic_boundaries_accuracy": 0.9477124183006536, | |
| "eval_ethnic_boundaries_f1": 0.9421262334088456, | |
| "eval_language_policy_accuracy": 0.7058823529411765, | |
| "eval_language_policy_f1": 0.6071428571428571, | |
| "eval_loss": NaN, | |
| "eval_mother_tongue_education_accuracy": 0.7777777777777778, | |
| "eval_mother_tongue_education_f1": 0.7407407407407408, | |
| "eval_overall_accuracy": 0.8277126438976526, | |
| "eval_overall_f1": 0.7960173130694123, | |
| "eval_religion_ethnic_identity_accuracy": 0.8762088974854932, | |
| "eval_religion_ethnic_identity_f1": 0.8587651451666537, | |
| "eval_runtime": 4.4654, | |
| "eval_samples_per_second": 895.775, | |
| "eval_steps_per_second": 55.986, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "grad_norm": 8.547677040100098, | |
| "learning_rate": 8.232994995763289e-06, | |
| "loss": 0.0, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "grad_norm": 117.06266784667969, | |
| "learning_rate": 8.181218409411718e-06, | |
| "loss": 0.0, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "grad_norm": 0.19274334609508514, | |
| "learning_rate": 8.129441823060147e-06, | |
| "loss": 0.0, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "grad_norm": 1.0360257625579834, | |
| "learning_rate": 8.077665236708576e-06, | |
| "loss": 0.0, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "grad_norm": 0.08476172387599945, | |
| "learning_rate": 8.025888650357006e-06, | |
| "loss": 0.0, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "grad_norm": 0.08015169203281403, | |
| "learning_rate": 7.974112064005435e-06, | |
| "loss": 0.0, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "grad_norm": 0.22844159603118896, | |
| "learning_rate": 7.922335477653864e-06, | |
| "loss": 0.0006, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "grad_norm": 0.08015509694814682, | |
| "learning_rate": 7.870558891302293e-06, | |
| "loss": 0.0006, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "grad_norm": 5.426948547363281, | |
| "learning_rate": 7.818782304950722e-06, | |
| "loss": 0.0, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "grad_norm": 0.022730231285095215, | |
| "learning_rate": 7.767005718599151e-06, | |
| "loss": 0.0, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "grad_norm": 5.662137508392334, | |
| "learning_rate": 7.71522913224758e-06, | |
| "loss": 0.0, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "grad_norm": 0.05326724052429199, | |
| "learning_rate": 7.66345254589601e-06, | |
| "loss": 0.0, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "grad_norm": 2.7219042778015137, | |
| "learning_rate": 7.611675959544438e-06, | |
| "loss": 0.0003, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "grad_norm": 4.045983791351318, | |
| "learning_rate": 7.559899373192868e-06, | |
| "loss": 0.0, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "grad_norm": 0.17610976099967957, | |
| "learning_rate": 7.5081227868412964e-06, | |
| "loss": 0.0, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "grad_norm": 0.03921931982040405, | |
| "learning_rate": 7.456346200489726e-06, | |
| "loss": 0.0, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "grad_norm": 3.3493025302886963, | |
| "learning_rate": 7.404569614138155e-06, | |
| "loss": 0.0, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "grad_norm": 0.17839455604553223, | |
| "learning_rate": 7.352793027786584e-06, | |
| "loss": 0.0, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "grad_norm": 0.01533100288361311, | |
| "learning_rate": 7.301016441435013e-06, | |
| "loss": 0.0, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.6168579459190369, | |
| "learning_rate": 7.249239855083442e-06, | |
| "loss": 0.0, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_economic_inequality_accuracy": 0.818639798488665, | |
| "eval_economic_inequality_f1": 0.8128041981528128, | |
| "eval_economic_policy_benefits_accuracy": 0.8686868686868687, | |
| "eval_economic_policy_benefits_f1": 0.849679269639744, | |
| "eval_ethnic_boundaries_accuracy": 0.9379084967320261, | |
| "eval_ethnic_boundaries_f1": 0.9377319200237987, | |
| "eval_language_policy_accuracy": 0.6470588235294118, | |
| "eval_language_policy_f1": 0.5673202614379085, | |
| "eval_loss": NaN, | |
| "eval_mother_tongue_education_accuracy": 0.7777777777777778, | |
| "eval_mother_tongue_education_f1": 0.7407407407407408, | |
| "eval_overall_accuracy": 0.8181454231515234, | |
| "eval_overall_f1": 0.794560338168735, | |
| "eval_religion_ethnic_identity_accuracy": 0.8588007736943907, | |
| "eval_religion_ethnic_identity_f1": 0.8590856390174055, | |
| "eval_runtime": 4.4722, | |
| "eval_samples_per_second": 894.406, | |
| "eval_steps_per_second": 55.9, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "grad_norm": 0.06797665357589722, | |
| "learning_rate": 7.197463268731871e-06, | |
| "loss": 0.0, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "grad_norm": 0.05142182484269142, | |
| "learning_rate": 7.145686682380301e-06, | |
| "loss": 0.0002, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "grad_norm": 0.04868694022297859, | |
| "learning_rate": 7.09391009602873e-06, | |
| "loss": 0.0, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "grad_norm": 0.026197949424386024, | |
| "learning_rate": 7.042133509677158e-06, | |
| "loss": 0.0005, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "grad_norm": 12.894441604614258, | |
| "learning_rate": 6.990356923325587e-06, | |
| "loss": 0.0, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "grad_norm": 4.21354341506958, | |
| "learning_rate": 6.938580336974017e-06, | |
| "loss": 0.0, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "grad_norm": 0.0193119365721941, | |
| "learning_rate": 6.886803750622446e-06, | |
| "loss": 0.0, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "grad_norm": 0.07511546462774277, | |
| "learning_rate": 6.835027164270875e-06, | |
| "loss": 0.0, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "grad_norm": 0.9280033111572266, | |
| "learning_rate": 6.783250577919304e-06, | |
| "loss": 0.0003, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "grad_norm": 108.68927001953125, | |
| "learning_rate": 6.731473991567734e-06, | |
| "loss": 0.0, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "grad_norm": 4.475680828094482, | |
| "learning_rate": 6.679697405216162e-06, | |
| "loss": 0.0, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "grad_norm": 0.040891651064157486, | |
| "learning_rate": 6.6279208188645915e-06, | |
| "loss": 0.0, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "grad_norm": 0.032305650413036346, | |
| "learning_rate": 6.576144232513021e-06, | |
| "loss": 0.0, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "grad_norm": 0.027986843138933182, | |
| "learning_rate": 6.524367646161449e-06, | |
| "loss": 0.0002, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "grad_norm": 0.023173924535512924, | |
| "learning_rate": 6.472591059809879e-06, | |
| "loss": 0.0, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "grad_norm": 0.10551729053258896, | |
| "learning_rate": 6.420814473458308e-06, | |
| "loss": 0.0, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "grad_norm": 4.631871223449707, | |
| "learning_rate": 6.3690378871067366e-06, | |
| "loss": 0.0, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "grad_norm": 0.09392645955085754, | |
| "learning_rate": 6.317261300755166e-06, | |
| "loss": 0.0, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 3.95, | |
| "grad_norm": 0.32573947310447693, | |
| "learning_rate": 6.265484714403596e-06, | |
| "loss": 0.0, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.012679875828325748, | |
| "learning_rate": 6.213708128052024e-06, | |
| "loss": 0.0, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_economic_inequality_accuracy": 0.809823677581864, | |
| "eval_economic_inequality_f1": 0.8053367188692558, | |
| "eval_economic_policy_benefits_accuracy": 0.8451178451178452, | |
| "eval_economic_policy_benefits_f1": 0.8262377279238239, | |
| "eval_ethnic_boundaries_accuracy": 0.9379084967320261, | |
| "eval_ethnic_boundaries_f1": 0.9368969810146281, | |
| "eval_language_policy_accuracy": 0.7058823529411765, | |
| "eval_language_policy_f1": 0.6071428571428571, | |
| "eval_loss": NaN, | |
| "eval_mother_tongue_education_accuracy": 0.8888888888888888, | |
| "eval_mother_tongue_education_f1": 0.837037037037037, | |
| "eval_overall_accuracy": 0.8436493204617509, | |
| "eval_overall_f1": 0.8135939571355589, | |
| "eval_religion_ethnic_identity_accuracy": 0.874274661508704, | |
| "eval_religion_ethnic_identity_f1": 0.8689124208257524, | |
| "eval_runtime": 4.4538, | |
| "eval_samples_per_second": 898.1, | |
| "eval_steps_per_second": 56.131, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "grad_norm": 0.08179322630167007, | |
| "learning_rate": 6.161931541700453e-06, | |
| "loss": 0.0, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "grad_norm": 1.8278212547302246, | |
| "learning_rate": 6.1101549553488824e-06, | |
| "loss": 0.0, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 4.15, | |
| "grad_norm": 0.9412699341773987, | |
| "learning_rate": 6.058378368997311e-06, | |
| "loss": 0.0, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "grad_norm": 0.3116857707500458, | |
| "learning_rate": 6.006601782645741e-06, | |
| "loss": 0.0, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "grad_norm": 0.04464244097471237, | |
| "learning_rate": 5.95482519629417e-06, | |
| "loss": 0.0, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "grad_norm": 0.0, | |
| "learning_rate": 5.903048609942598e-06, | |
| "loss": 0.0, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "grad_norm": 0.011906923726201057, | |
| "learning_rate": 5.8512720235910274e-06, | |
| "loss": 0.0, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 4.4, | |
| "grad_norm": 0.022279787808656693, | |
| "learning_rate": 5.7994954372394575e-06, | |
| "loss": 0.0002, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 4.45, | |
| "grad_norm": 0.07576213777065277, | |
| "learning_rate": 5.747718850887886e-06, | |
| "loss": 0.0001, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "grad_norm": 0.02016213722527027, | |
| "learning_rate": 5.695942264536315e-06, | |
| "loss": 0.0, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "grad_norm": 0.07930700480937958, | |
| "learning_rate": 5.644165678184744e-06, | |
| "loss": 0.0, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "grad_norm": 0.016734231263399124, | |
| "learning_rate": 5.592389091833174e-06, | |
| "loss": 0.0, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 4.65, | |
| "grad_norm": 0.2023557871580124, | |
| "learning_rate": 5.5406125054816025e-06, | |
| "loss": 0.0, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "grad_norm": 0.03384646028280258, | |
| "learning_rate": 5.488835919130032e-06, | |
| "loss": 0.0, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "grad_norm": 0.04355572536587715, | |
| "learning_rate": 5.437059332778461e-06, | |
| "loss": 0.0001, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "grad_norm": 0.02533441036939621, | |
| "learning_rate": 5.385282746426889e-06, | |
| "loss": 0.0001, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "grad_norm": 0.10049561411142349, | |
| "learning_rate": 5.333506160075319e-06, | |
| "loss": 0.0, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "grad_norm": 0.018155105412006378, | |
| "learning_rate": 5.281729573723748e-06, | |
| "loss": 0.0, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 4.95, | |
| "grad_norm": 0.00853881984949112, | |
| "learning_rate": 5.229952987372177e-06, | |
| "loss": 0.0, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.17767295241355896, | |
| "learning_rate": 5.178176401020606e-06, | |
| "loss": 0.0, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_economic_inequality_accuracy": 0.8261964735516373, | |
| "eval_economic_inequality_f1": 0.8121087395907841, | |
| "eval_economic_policy_benefits_accuracy": 0.8653198653198653, | |
| "eval_economic_policy_benefits_f1": 0.8471939977021603, | |
| "eval_ethnic_boundaries_accuracy": 0.9362745098039216, | |
| "eval_ethnic_boundaries_f1": 0.9365673542144131, | |
| "eval_language_policy_accuracy": 0.7352941176470589, | |
| "eval_language_policy_f1": 0.6572786690433748, | |
| "eval_loss": NaN, | |
| "eval_mother_tongue_education_accuracy": 0.8888888888888888, | |
| "eval_mother_tongue_education_f1": 0.837037037037037, | |
| "eval_overall_accuracy": 0.8553418707750738, | |
| "eval_overall_f1": 0.8275137305036369, | |
| "eval_religion_ethnic_identity_accuracy": 0.8800773694390716, | |
| "eval_religion_ethnic_identity_f1": 0.874896585434052, | |
| "eval_runtime": 4.4693, | |
| "eval_samples_per_second": 895.0, | |
| "eval_steps_per_second": 55.937, | |
| "step": 10000 | |
| } | |
| ], | |
| "logging_steps": 100, | |
| "max_steps": 20000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 10, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 2, | |
| "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": 2.105190825984e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": { | |
| "gradient_accumulation_steps": 1, | |
| "learning_rate": 1.0001165419669436e-05, | |
| "num_train_epochs": 10, | |
| "per_device_train_batch_size": 8, | |
| "warmup_steps": 684, | |
| "weight_decay": 0.07522641729243515 | |
| } | |
| } | |