{ "best_metric": 0.31098222732543945, "best_model_checkpoint": "./seq_clf/0523013301/checkpoint-24528", "epoch": 25.0, "eval_steps": 500, "global_step": 102200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1223091976516634, "grad_norm": 3.0948333740234375, "learning_rate": 1.990215264187867e-05, "loss": 1.4987, "step": 500 }, { "epoch": 0.2446183953033268, "grad_norm": 4.519032955169678, "learning_rate": 1.9804305283757338e-05, "loss": 0.8512, "step": 1000 }, { "epoch": 0.3669275929549902, "grad_norm": 6.118898868560791, "learning_rate": 1.970645792563601e-05, "loss": 0.7319, "step": 1500 }, { "epoch": 0.4892367906066536, "grad_norm": 5.870689392089844, "learning_rate": 1.9608610567514678e-05, "loss": 0.673, "step": 2000 }, { "epoch": 0.6115459882583171, "grad_norm": 5.046342849731445, "learning_rate": 1.951076320939335e-05, "loss": 0.6408, "step": 2500 }, { "epoch": 0.7338551859099804, "grad_norm": 5.137794494628906, "learning_rate": 1.9412915851272015e-05, "loss": 0.6029, "step": 3000 }, { "epoch": 0.8561643835616438, "grad_norm": 5.616779327392578, "learning_rate": 1.9315068493150686e-05, "loss": 0.5867, "step": 3500 }, { "epoch": 0.9784735812133072, "grad_norm": 3.4356954097747803, "learning_rate": 1.9217221135029354e-05, "loss": 0.5654, "step": 4000 }, { "epoch": 1.0, "eval_accuracy": 0.8249802208386364, "eval_loss": 0.5318922400474548, "eval_runtime": 77.9312, "eval_samples_per_second": 373.034, "eval_steps_per_second": 11.664, "step": 4088 }, { "epoch": 1.1007827788649707, "grad_norm": 5.042200088500977, "learning_rate": 1.9119373776908026e-05, "loss": 0.5171, "step": 4500 }, { "epoch": 1.223091976516634, "grad_norm": 5.630020618438721, "learning_rate": 1.9021526418786694e-05, "loss": 0.4983, "step": 5000 }, { "epoch": 1.3454011741682974, "grad_norm": 3.5620667934417725, "learning_rate": 1.8923679060665363e-05, "loss": 0.488, "step": 5500 }, { "epoch": 1.467710371819961, "grad_norm": 6.017724990844727, "learning_rate": 1.8825831702544034e-05, "loss": 0.4867, "step": 6000 }, { "epoch": 1.5900195694716244, "grad_norm": 4.974002361297607, "learning_rate": 1.8727984344422703e-05, "loss": 0.4645, "step": 6500 }, { "epoch": 1.7123287671232876, "grad_norm": 5.986278057098389, "learning_rate": 1.863013698630137e-05, "loss": 0.4582, "step": 7000 }, { "epoch": 1.8346379647749511, "grad_norm": 5.255044937133789, "learning_rate": 1.853228962818004e-05, "loss": 0.4609, "step": 7500 }, { "epoch": 1.9569471624266144, "grad_norm": 5.023875713348389, "learning_rate": 1.843444227005871e-05, "loss": 0.4495, "step": 8000 }, { "epoch": 2.0, "eval_accuracy": 0.8506759313405111, "eval_loss": 0.4426937699317932, "eval_runtime": 78.0987, "eval_samples_per_second": 372.234, "eval_steps_per_second": 11.639, "step": 8176 }, { "epoch": 2.079256360078278, "grad_norm": 6.947430610656738, "learning_rate": 1.833659491193738e-05, "loss": 0.4058, "step": 8500 }, { "epoch": 2.2015655577299413, "grad_norm": 2.9549953937530518, "learning_rate": 1.8238747553816047e-05, "loss": 0.3764, "step": 9000 }, { "epoch": 2.323874755381605, "grad_norm": 6.063886642456055, "learning_rate": 1.814090019569472e-05, "loss": 0.3785, "step": 9500 }, { "epoch": 2.446183953033268, "grad_norm": 6.911349296569824, "learning_rate": 1.8043052837573387e-05, "loss": 0.3736, "step": 10000 }, { "epoch": 2.5684931506849313, "grad_norm": 5.118221282958984, "learning_rate": 1.7945205479452055e-05, "loss": 0.3684, "step": 10500 }, { "epoch": 2.690802348336595, "grad_norm": 4.369062423706055, "learning_rate": 1.7847358121330724e-05, "loss": 0.3607, "step": 11000 }, { "epoch": 2.8131115459882583, "grad_norm": 6.040197849273682, "learning_rate": 1.7749510763209395e-05, "loss": 0.3657, "step": 11500 }, { "epoch": 2.935420743639922, "grad_norm": 6.751057147979736, "learning_rate": 1.7651663405088064e-05, "loss": 0.3517, "step": 12000 }, { "epoch": 3.0, "eval_accuracy": 0.8710398679096006, "eval_loss": 0.3752569854259491, "eval_runtime": 78.0858, "eval_samples_per_second": 372.295, "eval_steps_per_second": 11.641, "step": 12264 }, { "epoch": 3.0577299412915853, "grad_norm": 5.28397798538208, "learning_rate": 1.7553816046966735e-05, "loss": 0.3172, "step": 12500 }, { "epoch": 3.1800391389432487, "grad_norm": 3.873892068862915, "learning_rate": 1.74559686888454e-05, "loss": 0.2865, "step": 13000 }, { "epoch": 3.302348336594912, "grad_norm": 3.584193468093872, "learning_rate": 1.735812133072407e-05, "loss": 0.285, "step": 13500 }, { "epoch": 3.4246575342465753, "grad_norm": 6.080500602722168, "learning_rate": 1.726027397260274e-05, "loss": 0.2867, "step": 14000 }, { "epoch": 3.5469667318982387, "grad_norm": 5.05246114730835, "learning_rate": 1.716242661448141e-05, "loss": 0.2793, "step": 14500 }, { "epoch": 3.6692759295499022, "grad_norm": 4.842950344085693, "learning_rate": 1.706457925636008e-05, "loss": 0.2829, "step": 15000 }, { "epoch": 3.7915851272015657, "grad_norm": 6.52248477935791, "learning_rate": 1.6966731898238748e-05, "loss": 0.2776, "step": 15500 }, { "epoch": 3.9138943248532287, "grad_norm": 5.814143657684326, "learning_rate": 1.686888454011742e-05, "loss": 0.268, "step": 16000 }, { "epoch": 4.0, "eval_accuracy": 0.8836985311822779, "eval_loss": 0.33874690532684326, "eval_runtime": 78.7296, "eval_samples_per_second": 369.251, "eval_steps_per_second": 11.546, "step": 16352 }, { "epoch": 4.036203522504892, "grad_norm": 4.4718194007873535, "learning_rate": 1.6771037181996088e-05, "loss": 0.2524, "step": 16500 }, { "epoch": 4.158512720156556, "grad_norm": 6.8225531578063965, "learning_rate": 1.6673189823874756e-05, "loss": 0.2121, "step": 17000 }, { "epoch": 4.280821917808219, "grad_norm": 4.292703151702881, "learning_rate": 1.6575342465753425e-05, "loss": 0.2168, "step": 17500 }, { "epoch": 4.403131115459883, "grad_norm": 6.740828514099121, "learning_rate": 1.6477495107632096e-05, "loss": 0.2079, "step": 18000 }, { "epoch": 4.525440313111546, "grad_norm": 7.279580593109131, "learning_rate": 1.6379647749510764e-05, "loss": 0.2178, "step": 18500 }, { "epoch": 4.64774951076321, "grad_norm": 8.839160919189453, "learning_rate": 1.6281800391389433e-05, "loss": 0.2135, "step": 19000 }, { "epoch": 4.770058708414873, "grad_norm": 5.748088836669922, "learning_rate": 1.6183953033268104e-05, "loss": 0.215, "step": 19500 }, { "epoch": 4.892367906066536, "grad_norm": 6.222439765930176, "learning_rate": 1.6086105675146773e-05, "loss": 0.2114, "step": 20000 }, { "epoch": 5.0, "eval_accuracy": 0.895531629458911, "eval_loss": 0.3136844038963318, "eval_runtime": 78.002, "eval_samples_per_second": 372.695, "eval_steps_per_second": 11.654, "step": 20440 }, { "epoch": 5.014677103718199, "grad_norm": 5.067689895629883, "learning_rate": 1.598825831702544e-05, "loss": 0.2001, "step": 20500 }, { "epoch": 5.136986301369863, "grad_norm": 5.334500789642334, "learning_rate": 1.589041095890411e-05, "loss": 0.1574, "step": 21000 }, { "epoch": 5.259295499021526, "grad_norm": 8.226490020751953, "learning_rate": 1.579256360078278e-05, "loss": 0.1599, "step": 21500 }, { "epoch": 5.38160469667319, "grad_norm": 5.279560565948486, "learning_rate": 1.569471624266145e-05, "loss": 0.1594, "step": 22000 }, { "epoch": 5.503913894324853, "grad_norm": 8.88842487335205, "learning_rate": 1.559686888454012e-05, "loss": 0.1577, "step": 22500 }, { "epoch": 5.626223091976517, "grad_norm": 6.64274787902832, "learning_rate": 1.5499021526418785e-05, "loss": 0.1566, "step": 23000 }, { "epoch": 5.74853228962818, "grad_norm": 8.864998817443848, "learning_rate": 1.5401174168297457e-05, "loss": 0.163, "step": 23500 }, { "epoch": 5.870841487279844, "grad_norm": 4.494806289672852, "learning_rate": 1.5303326810176125e-05, "loss": 0.159, "step": 24000 }, { "epoch": 5.993150684931507, "grad_norm": 8.841043472290039, "learning_rate": 1.5205479452054797e-05, "loss": 0.1593, "step": 24500 }, { "epoch": 6.0, "eval_accuracy": 0.9032025042138213, "eval_loss": 0.31098222732543945, "eval_runtime": 78.1256, "eval_samples_per_second": 372.106, "eval_steps_per_second": 11.635, "step": 24528 }, { "epoch": 6.1154598825831705, "grad_norm": 5.516913890838623, "learning_rate": 1.5107632093933464e-05, "loss": 0.1186, "step": 25000 }, { "epoch": 6.237769080234834, "grad_norm": 17.19109344482422, "learning_rate": 1.5009784735812134e-05, "loss": 0.1242, "step": 25500 }, { "epoch": 6.3600782778864975, "grad_norm": 4.817780494689941, "learning_rate": 1.4911937377690804e-05, "loss": 0.1264, "step": 26000 }, { "epoch": 6.48238747553816, "grad_norm": 9.93541431427002, "learning_rate": 1.4814090019569473e-05, "loss": 0.1251, "step": 26500 }, { "epoch": 6.604696673189824, "grad_norm": 7.402759552001953, "learning_rate": 1.4716242661448142e-05, "loss": 0.1205, "step": 27000 }, { "epoch": 6.727005870841487, "grad_norm": 4.997498989105225, "learning_rate": 1.4618395303326812e-05, "loss": 0.1221, "step": 27500 }, { "epoch": 6.8493150684931505, "grad_norm": 8.2695951461792, "learning_rate": 1.4520547945205482e-05, "loss": 0.126, "step": 28000 }, { "epoch": 6.971624266144814, "grad_norm": 7.226652145385742, "learning_rate": 1.4422700587084152e-05, "loss": 0.1238, "step": 28500 }, { "epoch": 7.0, "eval_accuracy": 0.9069863437790238, "eval_loss": 0.3151151239871979, "eval_runtime": 77.3038, "eval_samples_per_second": 376.062, "eval_steps_per_second": 11.759, "step": 28616 }, { "epoch": 7.0939334637964775, "grad_norm": 6.771386623382568, "learning_rate": 1.4324853228962818e-05, "loss": 0.1014, "step": 29000 }, { "epoch": 7.216242661448141, "grad_norm": 7.908430099487305, "learning_rate": 1.4227005870841488e-05, "loss": 0.0917, "step": 29500 }, { "epoch": 7.3385518590998045, "grad_norm": 11.553496360778809, "learning_rate": 1.4129158512720158e-05, "loss": 0.0989, "step": 30000 }, { "epoch": 7.460861056751468, "grad_norm": 5.48296594619751, "learning_rate": 1.4031311154598828e-05, "loss": 0.0945, "step": 30500 }, { "epoch": 7.583170254403131, "grad_norm": 4.382979869842529, "learning_rate": 1.3933463796477496e-05, "loss": 0.0904, "step": 31000 }, { "epoch": 7.705479452054795, "grad_norm": 4.479061126708984, "learning_rate": 1.3835616438356164e-05, "loss": 0.1003, "step": 31500 }, { "epoch": 7.8277886497064575, "grad_norm": 2.2252697944641113, "learning_rate": 1.3737769080234834e-05, "loss": 0.0963, "step": 32000 }, { "epoch": 7.950097847358121, "grad_norm": 5.149953842163086, "learning_rate": 1.3639921722113504e-05, "loss": 0.0969, "step": 32500 }, { "epoch": 8.0, "eval_accuracy": 0.9127652987513329, "eval_loss": 0.3146636486053467, "eval_runtime": 77.5909, "eval_samples_per_second": 374.67, "eval_steps_per_second": 11.715, "step": 32704 }, { "epoch": 8.072407045009784, "grad_norm": 10.789752960205078, "learning_rate": 1.3542074363992173e-05, "loss": 0.0788, "step": 33000 }, { "epoch": 8.194716242661448, "grad_norm": 5.515634536743164, "learning_rate": 1.3444227005870843e-05, "loss": 0.0717, "step": 33500 }, { "epoch": 8.317025440313111, "grad_norm": 10.454425811767578, "learning_rate": 1.3346379647749513e-05, "loss": 0.0719, "step": 34000 }, { "epoch": 8.439334637964775, "grad_norm": 7.216288089752197, "learning_rate": 1.3248532289628183e-05, "loss": 0.0764, "step": 34500 }, { "epoch": 8.561643835616438, "grad_norm": 6.058413028717041, "learning_rate": 1.3150684931506849e-05, "loss": 0.0775, "step": 35000 }, { "epoch": 8.683953033268102, "grad_norm": 1.9321287870407104, "learning_rate": 1.3052837573385519e-05, "loss": 0.0762, "step": 35500 }, { "epoch": 8.806262230919765, "grad_norm": 5.581308841705322, "learning_rate": 1.2954990215264189e-05, "loss": 0.0763, "step": 36000 }, { "epoch": 8.928571428571429, "grad_norm": 8.296586036682129, "learning_rate": 1.2857142857142859e-05, "loss": 0.0826, "step": 36500 }, { "epoch": 9.0, "eval_accuracy": 0.9133156754153624, "eval_loss": 0.33166706562042236, "eval_runtime": 77.4584, "eval_samples_per_second": 375.311, "eval_steps_per_second": 11.735, "step": 36792 }, { "epoch": 9.050880626223092, "grad_norm": 6.40161657333374, "learning_rate": 1.2759295499021527e-05, "loss": 0.0689, "step": 37000 }, { "epoch": 9.173189823874756, "grad_norm": 9.357067108154297, "learning_rate": 1.2661448140900197e-05, "loss": 0.0581, "step": 37500 }, { "epoch": 9.29549902152642, "grad_norm": 4.852538108825684, "learning_rate": 1.2563600782778867e-05, "loss": 0.0582, "step": 38000 }, { "epoch": 9.417808219178083, "grad_norm": 6.204359531402588, "learning_rate": 1.2465753424657537e-05, "loss": 0.06, "step": 38500 }, { "epoch": 9.540117416829746, "grad_norm": 11.658947944641113, "learning_rate": 1.2367906066536204e-05, "loss": 0.0626, "step": 39000 }, { "epoch": 9.66242661448141, "grad_norm": 12.047215461730957, "learning_rate": 1.2270058708414874e-05, "loss": 0.0626, "step": 39500 }, { "epoch": 9.784735812133073, "grad_norm": 11.078405380249023, "learning_rate": 1.2172211350293543e-05, "loss": 0.0655, "step": 40000 }, { "epoch": 9.907045009784735, "grad_norm": 3.5147736072540283, "learning_rate": 1.2074363992172213e-05, "loss": 0.0663, "step": 40500 }, { "epoch": 10.0, "eval_accuracy": 0.9173747033125795, "eval_loss": 0.34417206048965454, "eval_runtime": 77.3814, "eval_samples_per_second": 375.685, "eval_steps_per_second": 11.747, "step": 40880 }, { "epoch": 10.029354207436398, "grad_norm": 2.839688539505005, "learning_rate": 1.1976516634050882e-05, "loss": 0.0609, "step": 41000 }, { "epoch": 10.151663405088062, "grad_norm": 10.794103622436523, "learning_rate": 1.187866927592955e-05, "loss": 0.0467, "step": 41500 }, { "epoch": 10.273972602739725, "grad_norm": 3.0600426197052, "learning_rate": 1.178082191780822e-05, "loss": 0.0464, "step": 42000 }, { "epoch": 10.396281800391389, "grad_norm": 7.135795593261719, "learning_rate": 1.168297455968689e-05, "loss": 0.051, "step": 42500 }, { "epoch": 10.518590998043052, "grad_norm": 5.585446834564209, "learning_rate": 1.1585127201565558e-05, "loss": 0.0531, "step": 43000 }, { "epoch": 10.640900195694716, "grad_norm": 0.05372029170393944, "learning_rate": 1.1487279843444228e-05, "loss": 0.0504, "step": 43500 }, { "epoch": 10.76320939334638, "grad_norm": 12.072264671325684, "learning_rate": 1.1389432485322898e-05, "loss": 0.0511, "step": 44000 }, { "epoch": 10.885518590998043, "grad_norm": 5.787899971008301, "learning_rate": 1.1291585127201568e-05, "loss": 0.0519, "step": 44500 }, { "epoch": 11.0, "eval_accuracy": 0.9171339135220666, "eval_loss": 0.3852131962776184, "eval_runtime": 77.3953, "eval_samples_per_second": 375.617, "eval_steps_per_second": 11.745, "step": 44968 }, { "epoch": 11.007827788649706, "grad_norm": 8.351863861083984, "learning_rate": 1.1193737769080235e-05, "loss": 0.0508, "step": 45000 }, { "epoch": 11.13013698630137, "grad_norm": 6.567861080169678, "learning_rate": 1.1095890410958904e-05, "loss": 0.0403, "step": 45500 }, { "epoch": 11.252446183953033, "grad_norm": 5.368165016174316, "learning_rate": 1.0998043052837574e-05, "loss": 0.0419, "step": 46000 }, { "epoch": 11.374755381604697, "grad_norm": 11.540104866027832, "learning_rate": 1.0900195694716244e-05, "loss": 0.0466, "step": 46500 }, { "epoch": 11.49706457925636, "grad_norm": 2.5703656673431396, "learning_rate": 1.0802348336594913e-05, "loss": 0.0422, "step": 47000 }, { "epoch": 11.619373776908024, "grad_norm": 10.161659240722656, "learning_rate": 1.0704500978473583e-05, "loss": 0.0492, "step": 47500 }, { "epoch": 11.741682974559687, "grad_norm": 9.083320617675781, "learning_rate": 1.0606653620352253e-05, "loss": 0.0444, "step": 48000 }, { "epoch": 11.86399217221135, "grad_norm": 7.005116939544678, "learning_rate": 1.0508806262230922e-05, "loss": 0.0431, "step": 48500 }, { "epoch": 11.986301369863014, "grad_norm": 5.291450023651123, "learning_rate": 1.0410958904109589e-05, "loss": 0.045, "step": 49000 }, { "epoch": 12.0, "eval_accuracy": 0.9189226376801624, "eval_loss": 0.3933347463607788, "eval_runtime": 77.3468, "eval_samples_per_second": 375.852, "eval_steps_per_second": 11.752, "step": 49056 }, { "epoch": 12.108610567514678, "grad_norm": 3.0380940437316895, "learning_rate": 1.0313111545988259e-05, "loss": 0.0338, "step": 49500 }, { "epoch": 12.230919765166341, "grad_norm": 0.6975650787353516, "learning_rate": 1.0215264187866929e-05, "loss": 0.0343, "step": 50000 }, { "epoch": 12.353228962818005, "grad_norm": 0.18672548234462738, "learning_rate": 1.0117416829745599e-05, "loss": 0.0349, "step": 50500 }, { "epoch": 12.475538160469668, "grad_norm": 6.868373394012451, "learning_rate": 1.0019569471624267e-05, "loss": 0.0343, "step": 51000 }, { "epoch": 12.597847358121331, "grad_norm": 1.4025439023971558, "learning_rate": 9.921722113502935e-06, "loss": 0.0396, "step": 51500 }, { "epoch": 12.720156555772995, "grad_norm": 4.942438125610352, "learning_rate": 9.823874755381605e-06, "loss": 0.0381, "step": 52000 }, { "epoch": 12.842465753424658, "grad_norm": 4.044002056121826, "learning_rate": 9.726027397260275e-06, "loss": 0.0382, "step": 52500 }, { "epoch": 12.96477495107632, "grad_norm": 0.6736146211624146, "learning_rate": 9.628180039138944e-06, "loss": 0.0368, "step": 53000 }, { "epoch": 13.0, "eval_accuracy": 0.9228096728698704, "eval_loss": 0.38157734274864197, "eval_runtime": 77.3834, "eval_samples_per_second": 375.675, "eval_steps_per_second": 11.747, "step": 53144 }, { "epoch": 13.087084148727984, "grad_norm": 1.1303954124450684, "learning_rate": 9.530332681017614e-06, "loss": 0.0306, "step": 53500 }, { "epoch": 13.209393346379647, "grad_norm": 1.899757742881775, "learning_rate": 9.432485322896282e-06, "loss": 0.0302, "step": 54000 }, { "epoch": 13.33170254403131, "grad_norm": 10.160910606384277, "learning_rate": 9.334637964774952e-06, "loss": 0.0284, "step": 54500 }, { "epoch": 13.454011741682974, "grad_norm": 6.715288162231445, "learning_rate": 9.23679060665362e-06, "loss": 0.0351, "step": 55000 }, { "epoch": 13.576320939334638, "grad_norm": 9.383013725280762, "learning_rate": 9.13894324853229e-06, "loss": 0.0342, "step": 55500 }, { "epoch": 13.698630136986301, "grad_norm": 0.5024349093437195, "learning_rate": 9.04109589041096e-06, "loss": 0.0358, "step": 56000 }, { "epoch": 13.820939334637965, "grad_norm": 6.495013236999512, "learning_rate": 8.943248532289628e-06, "loss": 0.0361, "step": 56500 }, { "epoch": 13.943248532289628, "grad_norm": 3.360276699066162, "learning_rate": 8.845401174168298e-06, "loss": 0.0332, "step": 57000 }, { "epoch": 14.0, "eval_accuracy": 0.9229816655773795, "eval_loss": 0.4262143075466156, "eval_runtime": 77.1924, "eval_samples_per_second": 376.604, "eval_steps_per_second": 11.776, "step": 57232 }, { "epoch": 14.065557729941291, "grad_norm": 2.5697081089019775, "learning_rate": 8.747553816046968e-06, "loss": 0.0271, "step": 57500 }, { "epoch": 14.187866927592955, "grad_norm": 2.5552070140838623, "learning_rate": 8.649706457925636e-06, "loss": 0.0229, "step": 58000 }, { "epoch": 14.310176125244618, "grad_norm": 11.48392105102539, "learning_rate": 8.551859099804306e-06, "loss": 0.0275, "step": 58500 }, { "epoch": 14.432485322896282, "grad_norm": 4.35728645324707, "learning_rate": 8.454011741682975e-06, "loss": 0.026, "step": 59000 }, { "epoch": 14.554794520547945, "grad_norm": 18.579906463623047, "learning_rate": 8.356164383561644e-06, "loss": 0.0259, "step": 59500 }, { "epoch": 14.677103718199609, "grad_norm": 7.566853046417236, "learning_rate": 8.258317025440313e-06, "loss": 0.0281, "step": 60000 }, { "epoch": 14.799412915851272, "grad_norm": 0.4659290611743927, "learning_rate": 8.160469667318983e-06, "loss": 0.0283, "step": 60500 }, { "epoch": 14.921722113502936, "grad_norm": 5.014148235321045, "learning_rate": 8.062622309197653e-06, "loss": 0.0289, "step": 61000 }, { "epoch": 15.0, "eval_accuracy": 0.9236008393244126, "eval_loss": 0.43280109763145447, "eval_runtime": 77.9069, "eval_samples_per_second": 373.151, "eval_steps_per_second": 11.668, "step": 61320 }, { "epoch": 15.0440313111546, "grad_norm": 4.811933994293213, "learning_rate": 7.964774951076321e-06, "loss": 0.027, "step": 61500 }, { "epoch": 15.166340508806263, "grad_norm": 9.811365127563477, "learning_rate": 7.86692759295499e-06, "loss": 0.0214, "step": 62000 }, { "epoch": 15.288649706457926, "grad_norm": 1.3940095901489258, "learning_rate": 7.76908023483366e-06, "loss": 0.0219, "step": 62500 }, { "epoch": 15.41095890410959, "grad_norm": 0.06226726993918419, "learning_rate": 7.671232876712329e-06, "loss": 0.0226, "step": 63000 }, { "epoch": 15.533268101761253, "grad_norm": 8.294939994812012, "learning_rate": 7.573385518590999e-06, "loss": 0.0251, "step": 63500 }, { "epoch": 15.655577299412915, "grad_norm": 1.8952441215515137, "learning_rate": 7.475538160469667e-06, "loss": 0.0232, "step": 64000 }, { "epoch": 15.777886497064578, "grad_norm": 5.1830315589904785, "learning_rate": 7.377690802348337e-06, "loss": 0.0254, "step": 64500 }, { "epoch": 15.900195694716242, "grad_norm": 1.0473072528839111, "learning_rate": 7.279843444227006e-06, "loss": 0.0248, "step": 65000 }, { "epoch": 16.0, "eval_accuracy": 0.9260431357710434, "eval_loss": 0.4366961419582367, "eval_runtime": 77.3755, "eval_samples_per_second": 375.713, "eval_steps_per_second": 11.748, "step": 65408 }, { "epoch": 16.022504892367905, "grad_norm": 0.5687731504440308, "learning_rate": 7.181996086105676e-06, "loss": 0.0238, "step": 65500 }, { "epoch": 16.14481409001957, "grad_norm": 1.2872580289840698, "learning_rate": 7.0841487279843445e-06, "loss": 0.0194, "step": 66000 }, { "epoch": 16.267123287671232, "grad_norm": 5.059693813323975, "learning_rate": 6.9863013698630145e-06, "loss": 0.0199, "step": 66500 }, { "epoch": 16.389432485322896, "grad_norm": 6.738853931427002, "learning_rate": 6.8884540117416836e-06, "loss": 0.0205, "step": 67000 }, { "epoch": 16.51174168297456, "grad_norm": 11.091848373413086, "learning_rate": 6.790606653620353e-06, "loss": 0.0215, "step": 67500 }, { "epoch": 16.634050880626223, "grad_norm": 0.19167885184288025, "learning_rate": 6.692759295499022e-06, "loss": 0.022, "step": 68000 }, { "epoch": 16.756360078277886, "grad_norm": 5.966000080108643, "learning_rate": 6.594911937377692e-06, "loss": 0.0203, "step": 68500 }, { "epoch": 16.87866927592955, "grad_norm": 3.5066215991973877, "learning_rate": 6.49706457925636e-06, "loss": 0.0187, "step": 69000 }, { "epoch": 17.0, "eval_accuracy": 0.9272470847236077, "eval_loss": 0.44777625799179077, "eval_runtime": 77.1492, "eval_samples_per_second": 376.815, "eval_steps_per_second": 11.782, "step": 69496 }, { "epoch": 17.000978473581213, "grad_norm": 0.6858524680137634, "learning_rate": 6.39921722113503e-06, "loss": 0.0204, "step": 69500 }, { "epoch": 17.123287671232877, "grad_norm": 9.703988075256348, "learning_rate": 6.301369863013699e-06, "loss": 0.0161, "step": 70000 }, { "epoch": 17.24559686888454, "grad_norm": 4.51020622253418, "learning_rate": 6.203522504892369e-06, "loss": 0.016, "step": 70500 }, { "epoch": 17.367906066536204, "grad_norm": 0.09826533496379852, "learning_rate": 6.105675146771037e-06, "loss": 0.0177, "step": 71000 }, { "epoch": 17.490215264187867, "grad_norm": 11.620870590209961, "learning_rate": 6.007827788649707e-06, "loss": 0.02, "step": 71500 }, { "epoch": 17.61252446183953, "grad_norm": 8.661576271057129, "learning_rate": 5.909980430528376e-06, "loss": 0.017, "step": 72000 }, { "epoch": 17.734833659491194, "grad_norm": 0.7512950897216797, "learning_rate": 5.812133072407045e-06, "loss": 0.0186, "step": 72500 }, { "epoch": 17.857142857142858, "grad_norm": 0.44471457600593567, "learning_rate": 5.7142857142857145e-06, "loss": 0.0228, "step": 73000 }, { "epoch": 17.97945205479452, "grad_norm": 1.0926498174667358, "learning_rate": 5.6164383561643845e-06, "loss": 0.0178, "step": 73500 }, { "epoch": 18.0, "eval_accuracy": 0.9264559182690654, "eval_loss": 0.46360349655151367, "eval_runtime": 77.3263, "eval_samples_per_second": 375.952, "eval_steps_per_second": 11.755, "step": 73584 }, { "epoch": 18.101761252446185, "grad_norm": 8.134523391723633, "learning_rate": 5.518590998043053e-06, "loss": 0.0153, "step": 74000 }, { "epoch": 18.224070450097848, "grad_norm": 0.08053633570671082, "learning_rate": 5.420743639921723e-06, "loss": 0.016, "step": 74500 }, { "epoch": 18.34637964774951, "grad_norm": 0.44435006380081177, "learning_rate": 5.322896281800392e-06, "loss": 0.0146, "step": 75000 }, { "epoch": 18.468688845401175, "grad_norm": 2.0229480266571045, "learning_rate": 5.225048923679062e-06, "loss": 0.017, "step": 75500 }, { "epoch": 18.59099804305284, "grad_norm": 4.502400875091553, "learning_rate": 5.12720156555773e-06, "loss": 0.017, "step": 76000 }, { "epoch": 18.713307240704502, "grad_norm": 0.14978571236133575, "learning_rate": 5.0293542074364e-06, "loss": 0.0154, "step": 76500 }, { "epoch": 18.835616438356166, "grad_norm": 9.524068832397461, "learning_rate": 4.931506849315069e-06, "loss": 0.0165, "step": 77000 }, { "epoch": 18.95792563600783, "grad_norm": 0.9707121253013611, "learning_rate": 4.833659491193738e-06, "loss": 0.0154, "step": 77500 }, { "epoch": 19.0, "eval_accuracy": 0.9266623095180765, "eval_loss": 0.47839030623435974, "eval_runtime": 77.6682, "eval_samples_per_second": 374.297, "eval_steps_per_second": 11.704, "step": 77672 }, { "epoch": 19.080234833659492, "grad_norm": 11.346772193908691, "learning_rate": 4.735812133072407e-06, "loss": 0.0136, "step": 78000 }, { "epoch": 19.202544031311156, "grad_norm": 0.7873362302780151, "learning_rate": 4.637964774951076e-06, "loss": 0.0131, "step": 78500 }, { "epoch": 19.32485322896282, "grad_norm": 1.0734236240386963, "learning_rate": 4.5401174168297455e-06, "loss": 0.0156, "step": 79000 }, { "epoch": 19.447162426614483, "grad_norm": 0.031163902953267097, "learning_rate": 4.442270058708415e-06, "loss": 0.0148, "step": 79500 }, { "epoch": 19.569471624266146, "grad_norm": 3.0132200717926025, "learning_rate": 4.3444227005870845e-06, "loss": 0.0142, "step": 80000 }, { "epoch": 19.69178082191781, "grad_norm": 5.072915554046631, "learning_rate": 4.246575342465754e-06, "loss": 0.0133, "step": 80500 }, { "epoch": 19.81409001956947, "grad_norm": 0.12334894388914108, "learning_rate": 4.148727984344423e-06, "loss": 0.0153, "step": 81000 }, { "epoch": 19.936399217221137, "grad_norm": 3.8586535453796387, "learning_rate": 4.050880626223092e-06, "loss": 0.0138, "step": 81500 }, { "epoch": 20.0, "eval_accuracy": 0.9280726497196519, "eval_loss": 0.4880678355693817, "eval_runtime": 77.1562, "eval_samples_per_second": 376.781, "eval_steps_per_second": 11.781, "step": 81760 }, { "epoch": 20.058708414872797, "grad_norm": 5.422935485839844, "learning_rate": 3.953033268101762e-06, "loss": 0.0123, "step": 82000 }, { "epoch": 20.18101761252446, "grad_norm": 0.02908429130911827, "learning_rate": 3.855185909980431e-06, "loss": 0.0127, "step": 82500 }, { "epoch": 20.303326810176124, "grad_norm": 0.9683161973953247, "learning_rate": 3.7573385518591e-06, "loss": 0.0106, "step": 83000 }, { "epoch": 20.425636007827787, "grad_norm": 2.011960029602051, "learning_rate": 3.659491193737769e-06, "loss": 0.0129, "step": 83500 }, { "epoch": 20.54794520547945, "grad_norm": 0.011290821246802807, "learning_rate": 3.5616438356164386e-06, "loss": 0.0098, "step": 84000 }, { "epoch": 20.670254403131114, "grad_norm": 3.6643381118774414, "learning_rate": 3.4637964774951077e-06, "loss": 0.0123, "step": 84500 }, { "epoch": 20.792563600782778, "grad_norm": 0.28946495056152344, "learning_rate": 3.365949119373777e-06, "loss": 0.0119, "step": 85000 }, { "epoch": 20.91487279843444, "grad_norm": 0.8526332974433899, "learning_rate": 3.2681017612524463e-06, "loss": 0.0127, "step": 85500 }, { "epoch": 21.0, "eval_accuracy": 0.9281758453441574, "eval_loss": 0.49737828969955444, "eval_runtime": 77.6066, "eval_samples_per_second": 374.594, "eval_steps_per_second": 11.713, "step": 85848 }, { "epoch": 21.037181996086105, "grad_norm": 0.038626112043857574, "learning_rate": 3.1702544031311154e-06, "loss": 0.0133, "step": 86000 }, { "epoch": 21.159491193737768, "grad_norm": 1.5674916505813599, "learning_rate": 3.072407045009785e-06, "loss": 0.0079, "step": 86500 }, { "epoch": 21.28180039138943, "grad_norm": 0.023863431066274643, "learning_rate": 2.974559686888454e-06, "loss": 0.0089, "step": 87000 }, { "epoch": 21.404109589041095, "grad_norm": 0.027295144274830818, "learning_rate": 2.876712328767123e-06, "loss": 0.0099, "step": 87500 }, { "epoch": 21.52641878669276, "grad_norm": 1.8621610403060913, "learning_rate": 2.7788649706457927e-06, "loss": 0.01, "step": 88000 }, { "epoch": 21.648727984344422, "grad_norm": 0.09760987758636475, "learning_rate": 2.681017612524462e-06, "loss": 0.0115, "step": 88500 }, { "epoch": 21.771037181996086, "grad_norm": 0.0476505346596241, "learning_rate": 2.5831702544031313e-06, "loss": 0.0096, "step": 89000 }, { "epoch": 21.89334637964775, "grad_norm": 0.08127936720848083, "learning_rate": 2.4853228962818004e-06, "loss": 0.0116, "step": 89500 }, { "epoch": 22.0, "eval_accuracy": 0.9293797942967218, "eval_loss": 0.4935356378555298, "eval_runtime": 79.4825, "eval_samples_per_second": 365.754, "eval_steps_per_second": 11.436, "step": 89936 }, { "epoch": 22.015655577299412, "grad_norm": 1.2286592721939087, "learning_rate": 2.3874755381604695e-06, "loss": 0.0086, "step": 90000 }, { "epoch": 22.137964774951076, "grad_norm": 1.9946578741073608, "learning_rate": 2.289628180039139e-06, "loss": 0.008, "step": 90500 }, { "epoch": 22.26027397260274, "grad_norm": 0.024408530443906784, "learning_rate": 2.191780821917808e-06, "loss": 0.0115, "step": 91000 }, { "epoch": 22.382583170254403, "grad_norm": 0.011225187219679356, "learning_rate": 2.0939334637964777e-06, "loss": 0.0085, "step": 91500 }, { "epoch": 22.504892367906066, "grad_norm": 1.2969368696212769, "learning_rate": 1.996086105675147e-06, "loss": 0.0089, "step": 92000 }, { "epoch": 22.62720156555773, "grad_norm": 6.824276447296143, "learning_rate": 1.8982387475538161e-06, "loss": 0.0088, "step": 92500 }, { "epoch": 22.749510763209393, "grad_norm": 0.052455250173807144, "learning_rate": 1.8003913894324854e-06, "loss": 0.0088, "step": 93000 }, { "epoch": 22.871819960861057, "grad_norm": 0.04021551460027695, "learning_rate": 1.7025440313111545e-06, "loss": 0.009, "step": 93500 }, { "epoch": 22.99412915851272, "grad_norm": 0.06902284175157547, "learning_rate": 1.6046966731898239e-06, "loss": 0.0106, "step": 94000 }, { "epoch": 23.0, "eval_accuracy": 0.93065254033229, "eval_loss": 0.4948473870754242, "eval_runtime": 79.6762, "eval_samples_per_second": 364.864, "eval_steps_per_second": 11.409, "step": 94024 }, { "epoch": 23.116438356164384, "grad_norm": 0.5471883416175842, "learning_rate": 1.5068493150684932e-06, "loss": 0.0068, "step": 94500 }, { "epoch": 23.238747553816047, "grad_norm": 0.16019482910633087, "learning_rate": 1.4090019569471625e-06, "loss": 0.0089, "step": 95000 }, { "epoch": 23.36105675146771, "grad_norm": 6.4080963134765625, "learning_rate": 1.3111545988258318e-06, "loss": 0.0077, "step": 95500 }, { "epoch": 23.483365949119374, "grad_norm": 0.13792355358600616, "learning_rate": 1.213307240704501e-06, "loss": 0.0076, "step": 96000 }, { "epoch": 23.605675146771038, "grad_norm": 2.563711404800415, "learning_rate": 1.1154598825831702e-06, "loss": 0.0075, "step": 96500 }, { "epoch": 23.7279843444227, "grad_norm": 0.04809940978884697, "learning_rate": 1.0176125244618395e-06, "loss": 0.0067, "step": 97000 }, { "epoch": 23.850293542074365, "grad_norm": 0.057318106293678284, "learning_rate": 9.197651663405089e-07, "loss": 0.0062, "step": 97500 }, { "epoch": 23.972602739726028, "grad_norm": 4.935258865356445, "learning_rate": 8.219178082191781e-07, "loss": 0.0085, "step": 98000 }, { "epoch": 24.0, "eval_accuracy": 0.9311685184548175, "eval_loss": 0.49324169754981995, "eval_runtime": 79.011, "eval_samples_per_second": 367.936, "eval_steps_per_second": 11.505, "step": 98112 }, { "epoch": 24.09491193737769, "grad_norm": 6.268829345703125, "learning_rate": 7.240704500978474e-07, "loss": 0.0055, "step": 98500 }, { "epoch": 24.217221135029355, "grad_norm": 0.00456130551174283, "learning_rate": 6.262230919765167e-07, "loss": 0.0054, "step": 99000 }, { "epoch": 24.33953033268102, "grad_norm": 0.014587494544684887, "learning_rate": 5.283757338551859e-07, "loss": 0.0067, "step": 99500 }, { "epoch": 24.461839530332682, "grad_norm": 0.7037560343742371, "learning_rate": 4.305283757338552e-07, "loss": 0.0059, "step": 100000 }, { "epoch": 24.584148727984346, "grad_norm": 0.006079969462007284, "learning_rate": 3.326810176125245e-07, "loss": 0.0074, "step": 100500 }, { "epoch": 24.70645792563601, "grad_norm": 1.3056970834732056, "learning_rate": 2.3483365949119375e-07, "loss": 0.0075, "step": 101000 }, { "epoch": 24.828767123287673, "grad_norm": 8.87458324432373, "learning_rate": 1.36986301369863e-07, "loss": 0.0065, "step": 101500 }, { "epoch": 24.951076320939336, "grad_norm": 14.917941093444824, "learning_rate": 3.9138943248532294e-08, "loss": 0.0072, "step": 102000 }, { "epoch": 25.0, "eval_accuracy": 0.9311341199133156, "eval_loss": 0.49332907795906067, "eval_runtime": 79.9831, "eval_samples_per_second": 363.464, "eval_steps_per_second": 11.365, "step": 102200 } ], "logging_steps": 500, "max_steps": 102200, "num_input_tokens_seen": 0, "num_train_epochs": 25, "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": 4.33360446554112e+17, "train_batch_size": 64, "trial_name": null, "trial_params": null }