{ "best_metric": null, "best_model_checkpoint": null, "epoch": 14.45117628101837, "eval_steps": 100, "global_step": 5600, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.12890750886239125, "grad_norm": 5.744519798404323, "learning_rate": 1e-05, "loss": 3.8898, "step": 50 }, { "epoch": 0.2578150177247825, "grad_norm": 7.663336118255639, "learning_rate": 9.999766822485166e-06, "loss": 2.7367, "step": 100 }, { "epoch": 0.2578150177247825, "eval_loss": 2.547008991241455, "eval_runtime": 13.6928, "eval_samples_per_second": 73.031, "eval_steps_per_second": 2.337, "step": 100 }, { "epoch": 0.3867225265871737, "grad_norm": 6.687747513820881, "learning_rate": 9.999067314105889e-06, "loss": 2.4915, "step": 150 }, { "epoch": 0.515630035449565, "grad_norm": 3.3619995730848027, "learning_rate": 9.997901547355329e-06, "loss": 2.3844, "step": 200 }, { "epoch": 0.515630035449565, "eval_loss": 2.2610087394714355, "eval_runtime": 13.0766, "eval_samples_per_second": 76.472, "eval_steps_per_second": 2.447, "step": 200 }, { "epoch": 0.6445375443119562, "grad_norm": 5.032691180052785, "learning_rate": 9.996269643047091e-06, "loss": 2.2534, "step": 250 }, { "epoch": 0.7734450531743474, "grad_norm": 3.975968794985624, "learning_rate": 9.99417177030268e-06, "loss": 2.1781, "step": 300 }, { "epoch": 0.7734450531743474, "eval_loss": 2.0959012508392334, "eval_runtime": 13.0524, "eval_samples_per_second": 76.614, "eval_steps_per_second": 2.452, "step": 300 }, { "epoch": 0.9023525620367386, "grad_norm": 3.795190451013864, "learning_rate": 9.991608146533984e-06, "loss": 2.1342, "step": 350 }, { "epoch": 1.03126007089913, "grad_norm": 3.850079627270192, "learning_rate": 9.988579037420745e-06, "loss": 2.0796, "step": 400 }, { "epoch": 1.03126007089913, "eval_loss": 2.029681921005249, "eval_runtime": 13.0552, "eval_samples_per_second": 76.598, "eval_steps_per_second": 2.451, "step": 400 }, { "epoch": 1.1601675797615212, "grad_norm": 2.0860401247438722, "learning_rate": 9.985084756883026e-06, "loss": 2.0583, "step": 450 }, { "epoch": 1.2890750886239124, "grad_norm": 1.7587705935004414, "learning_rate": 9.98112566704867e-06, "loss": 2.0388, "step": 500 }, { "epoch": 1.2890750886239124, "eval_loss": 1.9869602918624878, "eval_runtime": 13.1308, "eval_samples_per_second": 76.157, "eval_steps_per_second": 2.437, "step": 500 }, { "epoch": 1.4179825974863036, "grad_norm": 2.675426697648005, "learning_rate": 9.97670217821578e-06, "loss": 2.0418, "step": 550 }, { "epoch": 1.5468901063486948, "grad_norm": 2.1347946648640694, "learning_rate": 9.971814748810192e-06, "loss": 2.0001, "step": 600 }, { "epoch": 1.5468901063486948, "eval_loss": 1.963959813117981, "eval_runtime": 13.0814, "eval_samples_per_second": 76.444, "eval_steps_per_second": 2.446, "step": 600 }, { "epoch": 1.675797615211086, "grad_norm": 2.8870637538075505, "learning_rate": 9.96646388533797e-06, "loss": 1.9743, "step": 650 }, { "epoch": 1.8047051240734773, "grad_norm": 4.178579445918737, "learning_rate": 9.960650142332914e-06, "loss": 1.9717, "step": 700 }, { "epoch": 1.8047051240734773, "eval_loss": 1.9353902339935303, "eval_runtime": 13.1146, "eval_samples_per_second": 76.251, "eval_steps_per_second": 2.44, "step": 700 }, { "epoch": 1.9336126329358685, "grad_norm": 2.199357001490578, "learning_rate": 9.954374122299082e-06, "loss": 1.9634, "step": 750 }, { "epoch": 2.06252014179826, "grad_norm": 2.166363542050421, "learning_rate": 9.947636475648373e-06, "loss": 1.9475, "step": 800 }, { "epoch": 2.06252014179826, "eval_loss": 1.9235832691192627, "eval_runtime": 13.0977, "eval_samples_per_second": 76.349, "eval_steps_per_second": 2.443, "step": 800 }, { "epoch": 2.191427650660651, "grad_norm": 2.467046686495788, "learning_rate": 9.940437900633096e-06, "loss": 1.9309, "step": 850 }, { "epoch": 2.3203351595230424, "grad_norm": 2.855139647937512, "learning_rate": 9.932779143273619e-06, "loss": 1.9347, "step": 900 }, { "epoch": 2.3203351595230424, "eval_loss": 1.9101444482803345, "eval_runtime": 13.1292, "eval_samples_per_second": 76.166, "eval_steps_per_second": 2.437, "step": 900 }, { "epoch": 2.4492426683854336, "grad_norm": 1.9014562925621068, "learning_rate": 9.92466099728106e-06, "loss": 1.9278, "step": 950 }, { "epoch": 2.578150177247825, "grad_norm": 1.3665703880188187, "learning_rate": 9.91608430397502e-06, "loss": 1.9157, "step": 1000 }, { "epoch": 2.578150177247825, "eval_loss": 1.8934762477874756, "eval_runtime": 13.0864, "eval_samples_per_second": 76.415, "eval_steps_per_second": 2.445, "step": 1000 }, { "epoch": 2.707057686110216, "grad_norm": 1.2319877018351602, "learning_rate": 9.907049952196403e-06, "loss": 1.9105, "step": 1050 }, { "epoch": 2.8359651949726072, "grad_norm": 1.5481172638750316, "learning_rate": 9.897558878215295e-06, "loss": 1.907, "step": 1100 }, { "epoch": 2.8359651949726072, "eval_loss": 1.8839563131332397, "eval_runtime": 13.153, "eval_samples_per_second": 76.028, "eval_steps_per_second": 2.433, "step": 1100 }, { "epoch": 2.9648727038349985, "grad_norm": 2.045794673210496, "learning_rate": 9.887612065633936e-06, "loss": 1.8945, "step": 1150 }, { "epoch": 3.0937802126973897, "grad_norm": 1.1757006962680892, "learning_rate": 9.877210545284792e-06, "loss": 1.888, "step": 1200 }, { "epoch": 3.0937802126973897, "eval_loss": 1.874881386756897, "eval_runtime": 13.1346, "eval_samples_per_second": 76.135, "eval_steps_per_second": 2.436, "step": 1200 }, { "epoch": 3.222687721559781, "grad_norm": 4.950973442850626, "learning_rate": 9.86635539512371e-06, "loss": 1.8811, "step": 1250 }, { "epoch": 3.351595230422172, "grad_norm": 1.8124376039297767, "learning_rate": 9.855047740118221e-06, "loss": 1.876, "step": 1300 }, { "epoch": 3.351595230422172, "eval_loss": 1.86701238155365, "eval_runtime": 13.0772, "eval_samples_per_second": 76.469, "eval_steps_per_second": 2.447, "step": 1300 }, { "epoch": 3.4805027392845633, "grad_norm": 1.0286338189260262, "learning_rate": 9.843288752130942e-06, "loss": 1.8683, "step": 1350 }, { "epoch": 3.6094102481469545, "grad_norm": 1.9894455905335977, "learning_rate": 9.831079649798138e-06, "loss": 1.8731, "step": 1400 }, { "epoch": 3.6094102481469545, "eval_loss": 1.8612475395202637, "eval_runtime": 13.1177, "eval_samples_per_second": 76.233, "eval_steps_per_second": 2.439, "step": 1400 }, { "epoch": 3.7383177570093458, "grad_norm": 1.7685619948548048, "learning_rate": 9.818421698403429e-06, "loss": 1.8648, "step": 1450 }, { "epoch": 3.867225265871737, "grad_norm": 1.5478355130519232, "learning_rate": 9.805316209746655e-06, "loss": 1.8665, "step": 1500 }, { "epoch": 3.867225265871737, "eval_loss": 1.8537719249725342, "eval_runtime": 13.1085, "eval_samples_per_second": 76.286, "eval_steps_per_second": 2.441, "step": 1500 }, { "epoch": 3.996132774734128, "grad_norm": 2.1355502302510447, "learning_rate": 9.791764542007945e-06, "loss": 1.8655, "step": 1550 }, { "epoch": 4.12504028359652, "grad_norm": 1.1480708382569662, "learning_rate": 9.777768099606938e-06, "loss": 1.8346, "step": 1600 }, { "epoch": 4.12504028359652, "eval_loss": 1.8495159149169922, "eval_runtime": 13.1242, "eval_samples_per_second": 76.195, "eval_steps_per_second": 2.438, "step": 1600 }, { "epoch": 4.253947792458911, "grad_norm": 1.4360213593754323, "learning_rate": 9.763328333057263e-06, "loss": 1.8265, "step": 1650 }, { "epoch": 4.382855301321302, "grad_norm": 1.8676589580299272, "learning_rate": 9.748446738816201e-06, "loss": 1.8391, "step": 1700 }, { "epoch": 4.382855301321302, "eval_loss": 1.8443361520767212, "eval_runtime": 13.1311, "eval_samples_per_second": 76.155, "eval_steps_per_second": 2.437, "step": 1700 }, { "epoch": 4.5117628101836935, "grad_norm": 1.2690786695530565, "learning_rate": 9.733124859129598e-06, "loss": 1.8434, "step": 1750 }, { "epoch": 4.640670319046085, "grad_norm": 1.0388627604335856, "learning_rate": 9.717364281872047e-06, "loss": 1.842, "step": 1800 }, { "epoch": 4.640670319046085, "eval_loss": 1.8362445831298828, "eval_runtime": 13.1151, "eval_samples_per_second": 76.248, "eval_steps_per_second": 2.44, "step": 1800 }, { "epoch": 4.769577827908476, "grad_norm": 1.8674582891348575, "learning_rate": 9.701166640382317e-06, "loss": 1.8308, "step": 1850 }, { "epoch": 4.898485336770867, "grad_norm": 1.4621440377933717, "learning_rate": 9.684533613294096e-06, "loss": 1.8382, "step": 1900 }, { "epoch": 4.898485336770867, "eval_loss": 1.831936240196228, "eval_runtime": 13.0768, "eval_samples_per_second": 76.472, "eval_steps_per_second": 2.447, "step": 1900 }, { "epoch": 5.027392845633258, "grad_norm": 1.0861177702948985, "learning_rate": 9.667466924362013e-06, "loss": 1.8308, "step": 1950 }, { "epoch": 5.15630035449565, "grad_norm": 1.8095526457252593, "learning_rate": 9.649968342283005e-06, "loss": 1.8161, "step": 2000 }, { "epoch": 5.15630035449565, "eval_loss": 1.829033374786377, "eval_runtime": 13.067, "eval_samples_per_second": 76.529, "eval_steps_per_second": 2.449, "step": 2000 }, { "epoch": 5.285207863358041, "grad_norm": 1.518641242728159, "learning_rate": 9.632039680513024e-06, "loss": 1.8007, "step": 2050 }, { "epoch": 5.414115372220432, "grad_norm": 1.0542508895398046, "learning_rate": 9.613682797079086e-06, "loss": 1.7999, "step": 2100 }, { "epoch": 5.414115372220432, "eval_loss": 1.8255321979522705, "eval_runtime": 13.0764, "eval_samples_per_second": 76.474, "eval_steps_per_second": 2.447, "step": 2100 }, { "epoch": 5.543022881082823, "grad_norm": 1.9568398940474616, "learning_rate": 9.594899594386732e-06, "loss": 1.8189, "step": 2150 }, { "epoch": 5.6719303899452145, "grad_norm": 0.8933581069243784, "learning_rate": 9.57569201902286e-06, "loss": 1.8066, "step": 2200 }, { "epoch": 5.6719303899452145, "eval_loss": 1.8212575912475586, "eval_runtime": 13.0944, "eval_samples_per_second": 76.369, "eval_steps_per_second": 2.444, "step": 2200 }, { "epoch": 5.800837898807606, "grad_norm": 0.7789642769876175, "learning_rate": 9.556062061553995e-06, "loss": 1.8068, "step": 2250 }, { "epoch": 5.929745407669997, "grad_norm": 1.0394842073428503, "learning_rate": 9.536011756320011e-06, "loss": 1.8165, "step": 2300 }, { "epoch": 5.929745407669997, "eval_loss": 1.8185018301010132, "eval_runtime": 13.0777, "eval_samples_per_second": 76.466, "eval_steps_per_second": 2.447, "step": 2300 }, { "epoch": 6.058652916532388, "grad_norm": 1.9360605440141716, "learning_rate": 9.515543181223277e-06, "loss": 1.7866, "step": 2350 }, { "epoch": 6.187560425394779, "grad_norm": 1.2520661239107576, "learning_rate": 9.494658457513341e-06, "loss": 1.7824, "step": 2400 }, { "epoch": 6.187560425394779, "eval_loss": 1.8156663179397583, "eval_runtime": 13.1655, "eval_samples_per_second": 75.956, "eval_steps_per_second": 2.431, "step": 2400 }, { "epoch": 6.330003222687721, "grad_norm": 0.9355786734441383, "learning_rate": 9.473359749567078e-06, "loss": 1.7673, "step": 2450 }, { "epoch": 6.458910731550112, "grad_norm": 0.8905323003337333, "learning_rate": 9.451649264664393e-06, "loss": 1.7827, "step": 2500 }, { "epoch": 6.458910731550112, "eval_loss": 1.813904047012329, "eval_runtime": 13.1332, "eval_samples_per_second": 76.143, "eval_steps_per_second": 2.437, "step": 2500 }, { "epoch": 6.5878182404125045, "grad_norm": 1.7904478748398343, "learning_rate": 9.429529252759473e-06, "loss": 1.7809, "step": 2550 }, { "epoch": 6.716725749274895, "grad_norm": 1.234901340604458, "learning_rate": 9.407002006247607e-06, "loss": 1.7903, "step": 2600 }, { "epoch": 6.716725749274895, "eval_loss": 1.8109549283981323, "eval_runtime": 13.0484, "eval_samples_per_second": 76.638, "eval_steps_per_second": 2.452, "step": 2600 }, { "epoch": 6.845633258137287, "grad_norm": 1.3365173023898675, "learning_rate": 9.38406985972762e-06, "loss": 1.784, "step": 2650 }, { "epoch": 6.974540766999677, "grad_norm": 0.8462947386779822, "learning_rate": 9.360735189759931e-06, "loss": 1.7766, "step": 2700 }, { "epoch": 6.974540766999677, "eval_loss": 1.8067924976348877, "eval_runtime": 13.1164, "eval_samples_per_second": 76.241, "eval_steps_per_second": 2.44, "step": 2700 }, { "epoch": 7.103448275862069, "grad_norm": 1.0300060083743783, "learning_rate": 9.33700041462025e-06, "loss": 1.7504, "step": 2750 }, { "epoch": 7.232355784724461, "grad_norm": 0.9144620978645877, "learning_rate": 9.312867994048968e-06, "loss": 1.7456, "step": 2800 }, { "epoch": 7.232355784724461, "eval_loss": 1.808335304260254, "eval_runtime": 13.0692, "eval_samples_per_second": 76.516, "eval_steps_per_second": 2.449, "step": 2800 }, { "epoch": 7.361263293586852, "grad_norm": 0.9258292528712196, "learning_rate": 9.288340428996245e-06, "loss": 1.7591, "step": 2850 }, { "epoch": 7.490170802449243, "grad_norm": 1.3180248510727188, "learning_rate": 9.263420261362819e-06, "loss": 1.7637, "step": 2900 }, { "epoch": 7.490170802449243, "eval_loss": 1.8070749044418335, "eval_runtime": 13.0559, "eval_samples_per_second": 76.594, "eval_steps_per_second": 2.451, "step": 2900 }, { "epoch": 7.619078311311634, "grad_norm": 1.0231859368245468, "learning_rate": 9.238110073736583e-06, "loss": 1.764, "step": 2950 }, { "epoch": 7.7479858201740255, "grad_norm": 0.9742730044827458, "learning_rate": 9.212412489124936e-06, "loss": 1.7555, "step": 3000 }, { "epoch": 7.7479858201740255, "eval_loss": 1.8029476404190063, "eval_runtime": 13.0935, "eval_samples_per_second": 76.374, "eval_steps_per_second": 2.444, "step": 3000 }, { "epoch": 7.876893329036417, "grad_norm": 0.883639946101283, "learning_rate": 9.186330170682957e-06, "loss": 1.7448, "step": 3050 }, { "epoch": 8.005800837898807, "grad_norm": 1.5387737707654323, "learning_rate": 9.159865821437395e-06, "loss": 1.7619, "step": 3100 }, { "epoch": 8.005800837898807, "eval_loss": 1.8087151050567627, "eval_runtime": 13.0808, "eval_samples_per_second": 76.448, "eval_steps_per_second": 2.446, "step": 3100 }, { "epoch": 8.1347083467612, "grad_norm": 0.9300274382602709, "learning_rate": 9.133022184006557e-06, "loss": 1.7292, "step": 3150 }, { "epoch": 8.26361585562359, "grad_norm": 1.4318616674107396, "learning_rate": 9.105802040316072e-06, "loss": 1.7354, "step": 3200 }, { "epoch": 8.26361585562359, "eval_loss": 1.8071550130844116, "eval_runtime": 13.0787, "eval_samples_per_second": 76.46, "eval_steps_per_second": 2.447, "step": 3200 }, { "epoch": 8.392523364485982, "grad_norm": 0.8110675229856302, "learning_rate": 9.078208211310591e-06, "loss": 1.7253, "step": 3250 }, { "epoch": 8.521430873348372, "grad_norm": 1.5719089542390292, "learning_rate": 9.050243556661431e-06, "loss": 1.7266, "step": 3300 }, { "epoch": 8.521430873348372, "eval_loss": 1.8061211109161377, "eval_runtime": 13.0532, "eval_samples_per_second": 76.61, "eval_steps_per_second": 2.452, "step": 3300 }, { "epoch": 8.650338382210764, "grad_norm": 1.3761144688811988, "learning_rate": 9.021910974470226e-06, "loss": 1.7358, "step": 3350 }, { "epoch": 8.779245891073154, "grad_norm": 0.9622633397870891, "learning_rate": 8.993213400968581e-06, "loss": 1.7248, "step": 3400 }, { "epoch": 8.779245891073154, "eval_loss": 1.8017289638519287, "eval_runtime": 13.056, "eval_samples_per_second": 76.593, "eval_steps_per_second": 2.451, "step": 3400 }, { "epoch": 8.908153399935546, "grad_norm": 1.192541624785346, "learning_rate": 8.96415381021377e-06, "loss": 1.7299, "step": 3450 }, { "epoch": 9.037060908797937, "grad_norm": 1.2290473498234282, "learning_rate": 8.934735213780525e-06, "loss": 1.731, "step": 3500 }, { "epoch": 9.037060908797937, "eval_loss": 1.8112187385559082, "eval_runtime": 13.0766, "eval_samples_per_second": 76.473, "eval_steps_per_second": 2.447, "step": 3500 }, { "epoch": 9.165968417660329, "grad_norm": 0.8992360671259247, "learning_rate": 8.904960660448944e-06, "loss": 1.6957, "step": 3550 }, { "epoch": 9.29487592652272, "grad_norm": 0.9375764827719935, "learning_rate": 8.87483323588851e-06, "loss": 1.6951, "step": 3600 }, { "epoch": 9.29487592652272, "eval_loss": 1.804377555847168, "eval_runtime": 13.0763, "eval_samples_per_second": 76.474, "eval_steps_per_second": 2.447, "step": 3600 }, { "epoch": 9.423783435385111, "grad_norm": 0.8846704899148066, "learning_rate": 8.844356062338336e-06, "loss": 1.7197, "step": 3650 }, { "epoch": 9.552690944247502, "grad_norm": 1.220073073582619, "learning_rate": 8.813532298283564e-06, "loss": 1.704, "step": 3700 }, { "epoch": 9.552690944247502, "eval_loss": 1.8022352457046509, "eval_runtime": 13.0235, "eval_samples_per_second": 76.784, "eval_steps_per_second": 2.457, "step": 3700 }, { "epoch": 9.681598453109894, "grad_norm": 0.9491600605472228, "learning_rate": 8.782365138128063e-06, "loss": 1.7041, "step": 3750 }, { "epoch": 9.810505961972284, "grad_norm": 0.940345811359812, "learning_rate": 8.750857811863372e-06, "loss": 1.7059, "step": 3800 }, { "epoch": 9.810505961972284, "eval_loss": 1.8019671440124512, "eval_runtime": 13.0563, "eval_samples_per_second": 76.591, "eval_steps_per_second": 2.451, "step": 3800 }, { "epoch": 9.939413470834676, "grad_norm": 0.7953336957298272, "learning_rate": 8.719013584733945e-06, "loss": 1.7081, "step": 3850 }, { "epoch": 10.068320979697067, "grad_norm": 0.9622660134748448, "learning_rate": 8.68683575689878e-06, "loss": 1.6959, "step": 3900 }, { "epoch": 10.068320979697067, "eval_loss": 1.8085823059082031, "eval_runtime": 13.0656, "eval_samples_per_second": 76.537, "eval_steps_per_second": 2.449, "step": 3900 }, { "epoch": 10.197228488559459, "grad_norm": 1.1987225255921883, "learning_rate": 8.654327663089404e-06, "loss": 1.6683, "step": 3950 }, { "epoch": 10.32613599742185, "grad_norm": 0.966227191993751, "learning_rate": 8.621492672264272e-06, "loss": 1.6777, "step": 4000 }, { "epoch": 10.32613599742185, "eval_loss": 1.8038761615753174, "eval_runtime": 13.0566, "eval_samples_per_second": 76.59, "eval_steps_per_second": 2.451, "step": 4000 }, { "epoch": 10.455043506284241, "grad_norm": 0.9511379142101704, "learning_rate": 8.588334187259633e-06, "loss": 1.678, "step": 4050 }, { "epoch": 10.583951015146631, "grad_norm": 1.3636203066302417, "learning_rate": 8.554855644436876e-06, "loss": 1.686, "step": 4100 }, { "epoch": 10.583951015146631, "eval_loss": 1.806642770767212, "eval_runtime": 13.0844, "eval_samples_per_second": 76.427, "eval_steps_per_second": 2.446, "step": 4100 }, { "epoch": 10.712858524009023, "grad_norm": 0.9105587598843751, "learning_rate": 8.521060513326407e-06, "loss": 1.6783, "step": 4150 }, { "epoch": 10.841766032871416, "grad_norm": 0.9446235463371739, "learning_rate": 8.48695229626809e-06, "loss": 1.687, "step": 4200 }, { "epoch": 10.841766032871416, "eval_loss": 1.7988576889038086, "eval_runtime": 13.0965, "eval_samples_per_second": 76.356, "eval_steps_per_second": 2.443, "step": 4200 }, { "epoch": 10.970673541733806, "grad_norm": 1.144387239417798, "learning_rate": 8.452534528048275e-06, "loss": 1.6852, "step": 4250 }, { "epoch": 11.099581050596198, "grad_norm": 0.729722943587506, "learning_rate": 8.417810775533475e-06, "loss": 1.6501, "step": 4300 }, { "epoch": 11.099581050596198, "eval_loss": 1.8097546100616455, "eval_runtime": 13.0514, "eval_samples_per_second": 76.62, "eval_steps_per_second": 2.452, "step": 4300 }, { "epoch": 11.228488559458588, "grad_norm": 0.8830171421356452, "learning_rate": 8.38278463730072e-06, "loss": 1.6557, "step": 4350 }, { "epoch": 11.35739606832098, "grad_norm": 1.2269683610797188, "learning_rate": 8.34745974326462e-06, "loss": 1.6519, "step": 4400 }, { "epoch": 11.35739606832098, "eval_loss": 1.8061413764953613, "eval_runtime": 13.0313, "eval_samples_per_second": 76.738, "eval_steps_per_second": 2.456, "step": 4400 }, { "epoch": 11.48630357718337, "grad_norm": 0.9551364122727705, "learning_rate": 8.311839754301177e-06, "loss": 1.6466, "step": 4450 }, { "epoch": 11.615211086045763, "grad_norm": 0.9590243625453049, "learning_rate": 8.27592836186839e-06, "loss": 1.6519, "step": 4500 }, { "epoch": 11.615211086045763, "eval_loss": 1.8030451536178589, "eval_runtime": 13.0599, "eval_samples_per_second": 76.57, "eval_steps_per_second": 2.45, "step": 4500 }, { "epoch": 11.744118594908153, "grad_norm": 0.7813939149183395, "learning_rate": 8.239729287623703e-06, "loss": 1.6642, "step": 4550 }, { "epoch": 11.873026103770545, "grad_norm": 0.7801751668206218, "learning_rate": 8.2032462830383e-06, "loss": 1.6477, "step": 4600 }, { "epoch": 11.873026103770545, "eval_loss": 1.8029694557189941, "eval_runtime": 13.0675, "eval_samples_per_second": 76.526, "eval_steps_per_second": 2.449, "step": 4600 }, { "epoch": 12.001933612632936, "grad_norm": 0.8123462639402841, "learning_rate": 8.166483129008336e-06, "loss": 1.6513, "step": 4650 }, { "epoch": 12.130841121495328, "grad_norm": 0.7924448784048946, "learning_rate": 8.129443635463095e-06, "loss": 1.6283, "step": 4700 }, { "epoch": 12.130841121495328, "eval_loss": 1.8159329891204834, "eval_runtime": 13.0655, "eval_samples_per_second": 76.537, "eval_steps_per_second": 2.449, "step": 4700 }, { "epoch": 12.259748630357718, "grad_norm": 0.7648473965032544, "learning_rate": 8.09213164097016e-06, "loss": 1.6222, "step": 4750 }, { "epoch": 12.38865613922011, "grad_norm": 0.8653342621203715, "learning_rate": 8.054551012337596e-06, "loss": 1.6286, "step": 4800 }, { "epoch": 12.38865613922011, "eval_loss": 1.818200945854187, "eval_runtime": 13.0538, "eval_samples_per_second": 76.606, "eval_steps_per_second": 2.451, "step": 4800 }, { "epoch": 12.5175636480825, "grad_norm": 0.8354443742879148, "learning_rate": 8.016705644213221e-06, "loss": 1.6205, "step": 4850 }, { "epoch": 12.646471156944893, "grad_norm": 0.7927487101782436, "learning_rate": 7.978599458680985e-06, "loss": 1.6123, "step": 4900 }, { "epoch": 12.646471156944893, "eval_loss": 1.8122622966766357, "eval_runtime": 13.0713, "eval_samples_per_second": 76.504, "eval_steps_per_second": 2.448, "step": 4900 }, { "epoch": 12.775378665807283, "grad_norm": 0.8142273265863075, "learning_rate": 7.940236404854507e-06, "loss": 1.6284, "step": 4950 }, { "epoch": 12.904286174669675, "grad_norm": 1.0190798346130125, "learning_rate": 7.90162045846781e-06, "loss": 1.6282, "step": 5000 }, { "epoch": 12.904286174669675, "eval_loss": 1.8047534227371216, "eval_runtime": 13.0633, "eval_samples_per_second": 76.55, "eval_steps_per_second": 2.45, "step": 5000 }, { "epoch": 13.033193683532065, "grad_norm": 1.186499328191519, "learning_rate": 7.862755621463297e-06, "loss": 1.6123, "step": 5050 }, { "epoch": 13.162101192394458, "grad_norm": 0.7911402191269944, "learning_rate": 7.82364592157702e-06, "loss": 1.5908, "step": 5100 }, { "epoch": 13.162101192394458, "eval_loss": 1.8239504098892212, "eval_runtime": 13.0308, "eval_samples_per_second": 76.741, "eval_steps_per_second": 2.456, "step": 5100 }, { "epoch": 13.291008701256848, "grad_norm": 0.7778100440999298, "learning_rate": 7.784295411921257e-06, "loss": 1.602, "step": 5150 }, { "epoch": 13.41991621011924, "grad_norm": 0.834766077027848, "learning_rate": 7.744708170564469e-06, "loss": 1.5846, "step": 5200 }, { "epoch": 13.41991621011924, "eval_loss": 1.828527808189392, "eval_runtime": 13.0353, "eval_samples_per_second": 76.715, "eval_steps_per_second": 2.455, "step": 5200 }, { "epoch": 13.54882371898163, "grad_norm": 0.8452088053314597, "learning_rate": 7.704888300108685e-06, "loss": 1.5878, "step": 5250 }, { "epoch": 13.677731227844022, "grad_norm": 0.9186321646160192, "learning_rate": 7.664839927264321e-06, "loss": 1.5947, "step": 5300 }, { "epoch": 13.677731227844022, "eval_loss": 1.824718713760376, "eval_runtime": 13.076, "eval_samples_per_second": 76.476, "eval_steps_per_second": 2.447, "step": 5300 }, { "epoch": 13.806638736706413, "grad_norm": 0.9517363869770857, "learning_rate": 7.624567202422511e-06, "loss": 1.603, "step": 5350 }, { "epoch": 13.935546245568805, "grad_norm": 0.7711046737182453, "learning_rate": 7.584074299224987e-06, "loss": 1.5994, "step": 5400 }, { "epoch": 13.935546245568805, "eval_loss": 1.8120059967041016, "eval_runtime": 13.0782, "eval_samples_per_second": 76.463, "eval_steps_per_second": 2.447, "step": 5400 }, { "epoch": 14.064453754431195, "grad_norm": 1.2985495614271467, "learning_rate": 7.54336541413154e-06, "loss": 1.5753, "step": 5450 }, { "epoch": 14.193361263293587, "grad_norm": 0.83042855032246, "learning_rate": 7.50244476598513e-06, "loss": 1.5433, "step": 5500 }, { "epoch": 14.193361263293587, "eval_loss": 1.8296854496002197, "eval_runtime": 13.0635, "eval_samples_per_second": 76.549, "eval_steps_per_second": 2.45, "step": 5500 }, { "epoch": 14.322268772155978, "grad_norm": 0.941871370707715, "learning_rate": 7.461316595574665e-06, "loss": 1.5693, "step": 5550 }, { "epoch": 14.45117628101837, "grad_norm": 0.8588688483431154, "learning_rate": 7.419985165195506e-06, "loss": 1.5655, "step": 5600 }, { "epoch": 14.45117628101837, "eval_loss": 1.8374568223953247, "eval_runtime": 13.0944, "eval_samples_per_second": 76.369, "eval_steps_per_second": 2.444, "step": 5600 } ], "logging_steps": 50, "max_steps": 15480, "num_input_tokens_seen": 0, "num_train_epochs": 40, "save_steps": 800, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 4979821553647616.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }