{ "best_metric": 3.3902640342712402, "best_model_checkpoint": "bert_tiny_lda_book/checkpoint-350000", "epoch": 25.0, "eval_steps": 10000, "global_step": 355850, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0351271603203597, "grad_norm": 2.4042296409606934, "learning_rate": 5e-06, "loss": 11.8352, "step": 500 }, { "epoch": 0.0702543206407194, "grad_norm": 0.9798582196235657, "learning_rate": 1e-05, "loss": 9.7702, "step": 1000 }, { "epoch": 0.1053814809610791, "grad_norm": 0.7924838066101074, "learning_rate": 1.5e-05, "loss": 8.5368, "step": 1500 }, { "epoch": 0.1405086412814388, "grad_norm": 0.6194170117378235, "learning_rate": 2e-05, "loss": 8.3348, "step": 2000 }, { "epoch": 0.1756358016017985, "grad_norm": 0.8334989547729492, "learning_rate": 2.5e-05, "loss": 8.2443, "step": 2500 }, { "epoch": 0.2107629619221582, "grad_norm": 0.7570953369140625, "learning_rate": 3e-05, "loss": 8.1834, "step": 3000 }, { "epoch": 0.2458901222425179, "grad_norm": 0.8500428795814514, "learning_rate": 3.5e-05, "loss": 8.1446, "step": 3500 }, { "epoch": 0.2810172825628776, "grad_norm": 0.6219971776008606, "learning_rate": 4e-05, "loss": 8.1138, "step": 4000 }, { "epoch": 0.31614444288323734, "grad_norm": 0.6914583444595337, "learning_rate": 4.5e-05, "loss": 8.0879, "step": 4500 }, { "epoch": 0.351271603203597, "grad_norm": 0.6896765828132629, "learning_rate": 5e-05, "loss": 8.0668, "step": 5000 }, { "epoch": 0.38639876352395675, "grad_norm": 0.7136889100074768, "learning_rate": 5.500000000000001e-05, "loss": 8.0429, "step": 5500 }, { "epoch": 0.4215259238443164, "grad_norm": 0.805734395980835, "learning_rate": 6e-05, "loss": 8.0306, "step": 6000 }, { "epoch": 0.45665308416467615, "grad_norm": 0.8246288299560547, "learning_rate": 6.500000000000001e-05, "loss": 8.0146, "step": 6500 }, { "epoch": 0.4917802444850358, "grad_norm": 0.7797628045082092, "learning_rate": 7e-05, "loss": 8.0038, "step": 7000 }, { "epoch": 0.5269074048053956, "grad_norm": 0.7447306513786316, "learning_rate": 7.500000000000001e-05, "loss": 7.9902, "step": 7500 }, { "epoch": 0.5620345651257552, "grad_norm": 0.7058584690093994, "learning_rate": 8e-05, "loss": 7.9779, "step": 8000 }, { "epoch": 0.5971617254461149, "grad_norm": 0.7725171446800232, "learning_rate": 8.5e-05, "loss": 7.9681, "step": 8500 }, { "epoch": 0.6322888857664747, "grad_norm": 1.0565847158432007, "learning_rate": 9e-05, "loss": 7.9563, "step": 9000 }, { "epoch": 0.6674160460868344, "grad_norm": 0.5960007309913635, "learning_rate": 9.5e-05, "loss": 7.9522, "step": 9500 }, { "epoch": 0.702543206407194, "grad_norm": 0.6335282921791077, "learning_rate": 0.0001, "loss": 7.9444, "step": 10000 }, { "epoch": 0.702543206407194, "eval_accuracy": 0.16441983733189408, "eval_loss": 7.782281875610352, "eval_runtime": 132.1614, "eval_samples_per_second": 913.322, "eval_steps_per_second": 5.713, "step": 10000 }, { "epoch": 0.7376703667275537, "grad_norm": 0.7276875376701355, "learning_rate": 9.985542865404077e-05, "loss": 7.9223, "step": 10500 }, { "epoch": 0.7727975270479135, "grad_norm": 0.7996670007705688, "learning_rate": 9.971085730808155e-05, "loss": 7.8921, "step": 11000 }, { "epoch": 0.8079246873682732, "grad_norm": 0.8018574714660645, "learning_rate": 9.956628596212231e-05, "loss": 7.8549, "step": 11500 }, { "epoch": 0.8430518476886328, "grad_norm": 1.1303762197494507, "learning_rate": 9.942171461616309e-05, "loss": 7.7991, "step": 12000 }, { "epoch": 0.8781790080089925, "grad_norm": 1.0644803047180176, "learning_rate": 9.927714327020385e-05, "loss": 7.7166, "step": 12500 }, { "epoch": 0.9133061683293523, "grad_norm": 0.9369208812713623, "learning_rate": 9.913257192424462e-05, "loss": 7.6594, "step": 13000 }, { "epoch": 0.948433328649712, "grad_norm": 1.0729360580444336, "learning_rate": 9.89880005782854e-05, "loss": 7.6285, "step": 13500 }, { "epoch": 0.9835604889700716, "grad_norm": 0.9288055300712585, "learning_rate": 9.884342923232616e-05, "loss": 7.6188, "step": 14000 }, { "epoch": 1.0186876492904313, "grad_norm": 0.8967397809028625, "learning_rate": 9.869885788636692e-05, "loss": 7.6067, "step": 14500 }, { "epoch": 1.053814809610791, "grad_norm": 0.6617307066917419, "learning_rate": 9.855428654040769e-05, "loss": 7.602, "step": 15000 }, { "epoch": 1.0889419699311507, "grad_norm": 0.8365678191184998, "learning_rate": 9.840971519444846e-05, "loss": 7.5909, "step": 15500 }, { "epoch": 1.1240691302515105, "grad_norm": 0.741174042224884, "learning_rate": 9.826514384848924e-05, "loss": 7.564, "step": 16000 }, { "epoch": 1.1591962905718702, "grad_norm": 1.1366857290267944, "learning_rate": 9.812057250253e-05, "loss": 7.514, "step": 16500 }, { "epoch": 1.1943234508922298, "grad_norm": 1.1493654251098633, "learning_rate": 9.797600115657077e-05, "loss": 7.4461, "step": 17000 }, { "epoch": 1.2294506112125896, "grad_norm": 1.6501221656799316, "learning_rate": 9.783142981061155e-05, "loss": 7.0418, "step": 17500 }, { "epoch": 1.2645777715329491, "grad_norm": 1.5519462823867798, "learning_rate": 9.768685846465231e-05, "loss": 6.4769, "step": 18000 }, { "epoch": 1.299704931853309, "grad_norm": 1.3463587760925293, "learning_rate": 9.754228711869307e-05, "loss": 6.1009, "step": 18500 }, { "epoch": 1.3348320921736687, "grad_norm": 1.3636152744293213, "learning_rate": 9.739771577273384e-05, "loss": 5.7742, "step": 19000 }, { "epoch": 1.3699592524940285, "grad_norm": 1.180375099182129, "learning_rate": 9.725314442677463e-05, "loss": 5.5886, "step": 19500 }, { "epoch": 1.405086412814388, "grad_norm": 1.1276618242263794, "learning_rate": 9.71085730808154e-05, "loss": 5.4537, "step": 20000 }, { "epoch": 1.405086412814388, "eval_accuracy": 0.46576995310731434, "eval_loss": 5.008655548095703, "eval_runtime": 135.4608, "eval_samples_per_second": 891.077, "eval_steps_per_second": 5.574, "step": 20000 }, { "epoch": 1.4402135731347478, "grad_norm": 1.3548939228057861, "learning_rate": 9.696400173485616e-05, "loss": 5.3526, "step": 20500 }, { "epoch": 1.4753407334551074, "grad_norm": 1.2437584400177002, "learning_rate": 9.681943038889692e-05, "loss": 5.2688, "step": 21000 }, { "epoch": 1.5104678937754672, "grad_norm": 1.1224002838134766, "learning_rate": 9.66748590429377e-05, "loss": 5.1964, "step": 21500 }, { "epoch": 1.545595054095827, "grad_norm": 1.071878433227539, "learning_rate": 9.653028769697846e-05, "loss": 5.1344, "step": 22000 }, { "epoch": 1.5807222144161865, "grad_norm": 1.0790518522262573, "learning_rate": 9.638571635101923e-05, "loss": 5.0876, "step": 22500 }, { "epoch": 1.6158493747365463, "grad_norm": 1.0892592668533325, "learning_rate": 9.624114500506e-05, "loss": 5.0403, "step": 23000 }, { "epoch": 1.650976535056906, "grad_norm": 1.170798659324646, "learning_rate": 9.609657365910077e-05, "loss": 4.9966, "step": 23500 }, { "epoch": 1.6861036953772657, "grad_norm": 1.1245207786560059, "learning_rate": 9.595200231314155e-05, "loss": 4.9514, "step": 24000 }, { "epoch": 1.7212308556976255, "grad_norm": 1.046912431716919, "learning_rate": 9.580743096718231e-05, "loss": 4.9167, "step": 24500 }, { "epoch": 1.7563580160179852, "grad_norm": 1.04922616481781, "learning_rate": 9.566285962122307e-05, "loss": 4.8802, "step": 25000 }, { "epoch": 1.7914851763383448, "grad_norm": 1.0708765983581543, "learning_rate": 9.551828827526385e-05, "loss": 4.8482, "step": 25500 }, { "epoch": 1.8266123366587044, "grad_norm": 1.0325334072113037, "learning_rate": 9.537371692930462e-05, "loss": 4.8153, "step": 26000 }, { "epoch": 1.8617394969790642, "grad_norm": 1.1176384687423706, "learning_rate": 9.522914558334538e-05, "loss": 4.7857, "step": 26500 }, { "epoch": 1.896866657299424, "grad_norm": 1.0515133142471313, "learning_rate": 9.508457423738616e-05, "loss": 4.7617, "step": 27000 }, { "epoch": 1.9319938176197837, "grad_norm": 0.9994978308677673, "learning_rate": 9.494000289142692e-05, "loss": 4.737, "step": 27500 }, { "epoch": 1.9671209779401433, "grad_norm": 1.0131473541259766, "learning_rate": 9.47954315454677e-05, "loss": 4.7113, "step": 28000 }, { "epoch": 2.002248138260503, "grad_norm": 1.0716643333435059, "learning_rate": 9.465086019950846e-05, "loss": 4.6987, "step": 28500 }, { "epoch": 2.0373752985808626, "grad_norm": 1.129737138748169, "learning_rate": 9.450628885354923e-05, "loss": 4.6703, "step": 29000 }, { "epoch": 2.0725024589012224, "grad_norm": 1.1458584070205688, "learning_rate": 9.436171750758999e-05, "loss": 4.6505, "step": 29500 }, { "epoch": 2.107629619221582, "grad_norm": 0.9604290723800659, "learning_rate": 9.421714616163077e-05, "loss": 4.6397, "step": 30000 }, { "epoch": 2.107629619221582, "eval_accuracy": 0.5606812094914088, "eval_loss": 4.264980792999268, "eval_runtime": 133.6788, "eval_samples_per_second": 902.955, "eval_steps_per_second": 5.648, "step": 30000 }, { "epoch": 2.142756779541942, "grad_norm": 1.01162850856781, "learning_rate": 9.407257481567155e-05, "loss": 4.6205, "step": 30500 }, { "epoch": 2.1778839398623013, "grad_norm": 1.0250729322433472, "learning_rate": 9.392800346971231e-05, "loss": 4.6006, "step": 31000 }, { "epoch": 2.213011100182661, "grad_norm": 1.037964940071106, "learning_rate": 9.378343212375307e-05, "loss": 4.5895, "step": 31500 }, { "epoch": 2.248138260503021, "grad_norm": 1.0791294574737549, "learning_rate": 9.363886077779385e-05, "loss": 4.5752, "step": 32000 }, { "epoch": 2.2832654208233807, "grad_norm": 0.9663081169128418, "learning_rate": 9.349428943183462e-05, "loss": 4.5613, "step": 32500 }, { "epoch": 2.3183925811437405, "grad_norm": 1.1115280389785767, "learning_rate": 9.334971808587538e-05, "loss": 4.5437, "step": 33000 }, { "epoch": 2.3535197414641003, "grad_norm": 1.0173557996749878, "learning_rate": 9.320514673991614e-05, "loss": 4.5312, "step": 33500 }, { "epoch": 2.3886469017844596, "grad_norm": 0.9513857364654541, "learning_rate": 9.306057539395692e-05, "loss": 4.5205, "step": 34000 }, { "epoch": 2.4237740621048194, "grad_norm": 0.9750761389732361, "learning_rate": 9.29160040479977e-05, "loss": 4.5038, "step": 34500 }, { "epoch": 2.458901222425179, "grad_norm": 1.0778580904006958, "learning_rate": 9.277143270203846e-05, "loss": 4.4922, "step": 35000 }, { "epoch": 2.494028382745539, "grad_norm": 1.0201412439346313, "learning_rate": 9.262686135607923e-05, "loss": 4.4831, "step": 35500 }, { "epoch": 2.5291555430658983, "grad_norm": 1.0821698904037476, "learning_rate": 9.248229001012e-05, "loss": 4.4723, "step": 36000 }, { "epoch": 2.564282703386258, "grad_norm": 0.990523636341095, "learning_rate": 9.233771866416077e-05, "loss": 4.4593, "step": 36500 }, { "epoch": 2.599409863706618, "grad_norm": 0.9600923657417297, "learning_rate": 9.219314731820153e-05, "loss": 4.4483, "step": 37000 }, { "epoch": 2.6345370240269776, "grad_norm": 1.0416806936264038, "learning_rate": 9.20485759722423e-05, "loss": 4.4404, "step": 37500 }, { "epoch": 2.6696641843473374, "grad_norm": 1.0397828817367554, "learning_rate": 9.190400462628307e-05, "loss": 4.4294, "step": 38000 }, { "epoch": 2.704791344667697, "grad_norm": 0.94615238904953, "learning_rate": 9.175943328032385e-05, "loss": 4.4186, "step": 38500 }, { "epoch": 2.739918504988057, "grad_norm": 1.0596972703933716, "learning_rate": 9.161486193436461e-05, "loss": 4.4075, "step": 39000 }, { "epoch": 2.7750456653084163, "grad_norm": 1.002113938331604, "learning_rate": 9.147029058840538e-05, "loss": 4.4017, "step": 39500 }, { "epoch": 2.810172825628776, "grad_norm": 1.009598970413208, "learning_rate": 9.132571924244616e-05, "loss": 4.3898, "step": 40000 }, { "epoch": 2.810172825628776, "eval_accuracy": 0.5915942292045733, "eval_loss": 4.037876129150391, "eval_runtime": 136.3883, "eval_samples_per_second": 885.017, "eval_steps_per_second": 5.536, "step": 40000 }, { "epoch": 2.845299985949136, "grad_norm": 1.0175772905349731, "learning_rate": 9.118114789648692e-05, "loss": 4.3774, "step": 40500 }, { "epoch": 2.8804271462694957, "grad_norm": 0.9904564023017883, "learning_rate": 9.103657655052768e-05, "loss": 4.3698, "step": 41000 }, { "epoch": 2.915554306589855, "grad_norm": 0.9531894326210022, "learning_rate": 9.089200520456845e-05, "loss": 4.3605, "step": 41500 }, { "epoch": 2.950681466910215, "grad_norm": 1.0265958309173584, "learning_rate": 9.074743385860923e-05, "loss": 4.3564, "step": 42000 }, { "epoch": 2.9858086272305746, "grad_norm": 1.0228315591812134, "learning_rate": 9.060286251265e-05, "loss": 4.3459, "step": 42500 }, { "epoch": 3.0209357875509344, "grad_norm": 1.1415255069732666, "learning_rate": 9.045829116669077e-05, "loss": 4.3307, "step": 43000 }, { "epoch": 3.056062947871294, "grad_norm": 1.043325662612915, "learning_rate": 9.031371982073153e-05, "loss": 4.3277, "step": 43500 }, { "epoch": 3.091190108191654, "grad_norm": 1.03691565990448, "learning_rate": 9.016914847477231e-05, "loss": 4.3218, "step": 44000 }, { "epoch": 3.1263172685120133, "grad_norm": 1.024833083152771, "learning_rate": 9.002457712881307e-05, "loss": 4.3112, "step": 44500 }, { "epoch": 3.161444428832373, "grad_norm": 1.0092805624008179, "learning_rate": 8.988000578285384e-05, "loss": 4.3064, "step": 45000 }, { "epoch": 3.196571589152733, "grad_norm": 1.0393027067184448, "learning_rate": 8.973543443689461e-05, "loss": 4.296, "step": 45500 }, { "epoch": 3.2316987494730927, "grad_norm": 1.0920835733413696, "learning_rate": 8.959086309093538e-05, "loss": 4.2906, "step": 46000 }, { "epoch": 3.2668259097934524, "grad_norm": 1.0164620876312256, "learning_rate": 8.944629174497616e-05, "loss": 4.283, "step": 46500 }, { "epoch": 3.301953070113812, "grad_norm": 0.9901977181434631, "learning_rate": 8.930172039901692e-05, "loss": 4.2753, "step": 47000 }, { "epoch": 3.3370802304341716, "grad_norm": 1.0199934244155884, "learning_rate": 8.915714905305768e-05, "loss": 4.2695, "step": 47500 }, { "epoch": 3.3722073907545314, "grad_norm": 1.081707239151001, "learning_rate": 8.901257770709845e-05, "loss": 4.2655, "step": 48000 }, { "epoch": 3.407334551074891, "grad_norm": 0.9450724720954895, "learning_rate": 8.886800636113923e-05, "loss": 4.2551, "step": 48500 }, { "epoch": 3.442461711395251, "grad_norm": 1.0958073139190674, "learning_rate": 8.872343501518e-05, "loss": 4.2467, "step": 49000 }, { "epoch": 3.4775888717156107, "grad_norm": 0.9844788908958435, "learning_rate": 8.857886366922077e-05, "loss": 4.2399, "step": 49500 }, { "epoch": 3.51271603203597, "grad_norm": 0.9961697459220886, "learning_rate": 8.843429232326153e-05, "loss": 4.2383, "step": 50000 }, { "epoch": 3.51271603203597, "eval_accuracy": 0.6112833055627742, "eval_loss": 3.8977701663970947, "eval_runtime": 135.3224, "eval_samples_per_second": 891.988, "eval_steps_per_second": 5.579, "step": 50000 }, { "epoch": 3.54784319235633, "grad_norm": 1.0457099676132202, "learning_rate": 8.828972097730231e-05, "loss": 4.2353, "step": 50500 }, { "epoch": 3.5829703526766896, "grad_norm": 1.0435949563980103, "learning_rate": 8.814514963134307e-05, "loss": 4.2229, "step": 51000 }, { "epoch": 3.6180975129970494, "grad_norm": 0.966555118560791, "learning_rate": 8.800057828538384e-05, "loss": 4.2241, "step": 51500 }, { "epoch": 3.6532246733174087, "grad_norm": 1.0896607637405396, "learning_rate": 8.78560069394246e-05, "loss": 4.216, "step": 52000 }, { "epoch": 3.6883518336377685, "grad_norm": 0.986983060836792, "learning_rate": 8.771143559346538e-05, "loss": 4.2088, "step": 52500 }, { "epoch": 3.7234789939581283, "grad_norm": 1.003517746925354, "learning_rate": 8.756686424750616e-05, "loss": 4.207, "step": 53000 }, { "epoch": 3.758606154278488, "grad_norm": 0.9948218464851379, "learning_rate": 8.742229290154692e-05, "loss": 4.2021, "step": 53500 }, { "epoch": 3.793733314598848, "grad_norm": 1.0764601230621338, "learning_rate": 8.727772155558768e-05, "loss": 4.1926, "step": 54000 }, { "epoch": 3.8288604749192077, "grad_norm": 0.9770961999893188, "learning_rate": 8.713315020962846e-05, "loss": 4.1896, "step": 54500 }, { "epoch": 3.8639876352395675, "grad_norm": 0.9867109060287476, "learning_rate": 8.698857886366923e-05, "loss": 4.1839, "step": 55000 }, { "epoch": 3.899114795559927, "grad_norm": 1.0001426935195923, "learning_rate": 8.684400751770999e-05, "loss": 4.1775, "step": 55500 }, { "epoch": 3.9342419558802866, "grad_norm": 1.045431137084961, "learning_rate": 8.669943617175075e-05, "loss": 4.1746, "step": 56000 }, { "epoch": 3.9693691162006464, "grad_norm": 0.982204258441925, "learning_rate": 8.655486482579153e-05, "loss": 4.172, "step": 56500 }, { "epoch": 4.004496276521006, "grad_norm": 1.1098988056182861, "learning_rate": 8.641029347983231e-05, "loss": 4.1631, "step": 57000 }, { "epoch": 4.0396234368413655, "grad_norm": 1.0858879089355469, "learning_rate": 8.626572213387307e-05, "loss": 4.1566, "step": 57500 }, { "epoch": 4.074750597161725, "grad_norm": 1.000654935836792, "learning_rate": 8.612115078791384e-05, "loss": 4.153, "step": 58000 }, { "epoch": 4.109877757482085, "grad_norm": 1.0371450185775757, "learning_rate": 8.597657944195461e-05, "loss": 4.1496, "step": 58500 }, { "epoch": 4.145004917802445, "grad_norm": 0.9899897575378418, "learning_rate": 8.583200809599538e-05, "loss": 4.1445, "step": 59000 }, { "epoch": 4.180132078122805, "grad_norm": 0.9598783254623413, "learning_rate": 8.568743675003614e-05, "loss": 4.1447, "step": 59500 }, { "epoch": 4.215259238443164, "grad_norm": 1.0509892702102661, "learning_rate": 8.55428654040769e-05, "loss": 4.1379, "step": 60000 }, { "epoch": 4.215259238443164, "eval_accuracy": 0.6234003989470186, "eval_loss": 3.8116791248321533, "eval_runtime": 137.8325, "eval_samples_per_second": 875.744, "eval_steps_per_second": 5.478, "step": 60000 }, { "epoch": 4.250386398763524, "grad_norm": 0.9857525825500488, "learning_rate": 8.539829405811768e-05, "loss": 4.1377, "step": 60500 }, { "epoch": 4.285513559083884, "grad_norm": 1.021316409111023, "learning_rate": 8.525372271215846e-05, "loss": 4.1296, "step": 61000 }, { "epoch": 4.320640719404244, "grad_norm": 0.9933499097824097, "learning_rate": 8.510915136619923e-05, "loss": 4.1251, "step": 61500 }, { "epoch": 4.355767879724603, "grad_norm": 1.018663763999939, "learning_rate": 8.496458002023999e-05, "loss": 4.1228, "step": 62000 }, { "epoch": 4.3908950400449624, "grad_norm": 1.0634220838546753, "learning_rate": 8.482000867428075e-05, "loss": 4.1238, "step": 62500 }, { "epoch": 4.426022200365322, "grad_norm": 1.0175825357437134, "learning_rate": 8.467543732832153e-05, "loss": 4.1183, "step": 63000 }, { "epoch": 4.461149360685682, "grad_norm": 1.0975725650787354, "learning_rate": 8.45308659823623e-05, "loss": 4.1127, "step": 63500 }, { "epoch": 4.496276521006042, "grad_norm": 1.1212193965911865, "learning_rate": 8.438629463640307e-05, "loss": 4.1103, "step": 64000 }, { "epoch": 4.531403681326402, "grad_norm": 1.1338615417480469, "learning_rate": 8.424172329044384e-05, "loss": 4.1077, "step": 64500 }, { "epoch": 4.566530841646761, "grad_norm": 1.099275827407837, "learning_rate": 8.409715194448461e-05, "loss": 4.1028, "step": 65000 }, { "epoch": 4.601658001967121, "grad_norm": 0.9647557139396667, "learning_rate": 8.395258059852538e-05, "loss": 4.1004, "step": 65500 }, { "epoch": 4.636785162287481, "grad_norm": 1.000170111656189, "learning_rate": 8.380800925256614e-05, "loss": 4.0951, "step": 66000 }, { "epoch": 4.671912322607841, "grad_norm": 0.978367805480957, "learning_rate": 8.36634379066069e-05, "loss": 4.0958, "step": 66500 }, { "epoch": 4.7070394829282005, "grad_norm": 1.0026097297668457, "learning_rate": 8.351886656064768e-05, "loss": 4.0884, "step": 67000 }, { "epoch": 4.742166643248559, "grad_norm": 1.0012880563735962, "learning_rate": 8.337429521468846e-05, "loss": 4.0881, "step": 67500 }, { "epoch": 4.777293803568919, "grad_norm": 0.9903104901313782, "learning_rate": 8.322972386872923e-05, "loss": 4.0849, "step": 68000 }, { "epoch": 4.812420963889279, "grad_norm": 1.0347023010253906, "learning_rate": 8.308515252276999e-05, "loss": 4.0828, "step": 68500 }, { "epoch": 4.847548124209639, "grad_norm": 1.0888615846633911, "learning_rate": 8.294058117681077e-05, "loss": 4.0782, "step": 69000 }, { "epoch": 4.8826752845299985, "grad_norm": 1.0173075199127197, "learning_rate": 8.279600983085153e-05, "loss": 4.0765, "step": 69500 }, { "epoch": 4.917802444850358, "grad_norm": 1.0210330486297607, "learning_rate": 8.26514384848923e-05, "loss": 4.0736, "step": 70000 }, { "epoch": 4.917802444850358, "eval_accuracy": 0.6324019458058838, "eval_loss": 3.7461562156677246, "eval_runtime": 135.0029, "eval_samples_per_second": 894.099, "eval_steps_per_second": 5.592, "step": 70000 }, { "epoch": 4.952929605170718, "grad_norm": 0.9816343784332275, "learning_rate": 8.250686713893306e-05, "loss": 4.0713, "step": 70500 }, { "epoch": 4.988056765491078, "grad_norm": 1.0771396160125732, "learning_rate": 8.236229579297384e-05, "loss": 4.0671, "step": 71000 }, { "epoch": 5.023183925811438, "grad_norm": 1.0552209615707397, "learning_rate": 8.221772444701461e-05, "loss": 4.0653, "step": 71500 }, { "epoch": 5.0583110861317975, "grad_norm": 1.0150943994522095, "learning_rate": 8.207315310105538e-05, "loss": 4.0587, "step": 72000 }, { "epoch": 5.093438246452157, "grad_norm": 0.9984225034713745, "learning_rate": 8.192858175509614e-05, "loss": 4.0547, "step": 72500 }, { "epoch": 5.128565406772516, "grad_norm": 1.0152759552001953, "learning_rate": 8.178401040913692e-05, "loss": 4.0512, "step": 73000 }, { "epoch": 5.163692567092876, "grad_norm": 1.0121378898620605, "learning_rate": 8.163943906317768e-05, "loss": 4.05, "step": 73500 }, { "epoch": 5.198819727413236, "grad_norm": 1.1056668758392334, "learning_rate": 8.149486771721845e-05, "loss": 4.0468, "step": 74000 }, { "epoch": 5.2339468877335955, "grad_norm": 1.088919997215271, "learning_rate": 8.135029637125921e-05, "loss": 4.0482, "step": 74500 }, { "epoch": 5.269074048053955, "grad_norm": 1.0417137145996094, "learning_rate": 8.120572502529999e-05, "loss": 4.0441, "step": 75000 }, { "epoch": 5.304201208374315, "grad_norm": 0.9883053302764893, "learning_rate": 8.106115367934077e-05, "loss": 4.0409, "step": 75500 }, { "epoch": 5.339328368694675, "grad_norm": 1.0172115564346313, "learning_rate": 8.091658233338153e-05, "loss": 4.0376, "step": 76000 }, { "epoch": 5.374455529015035, "grad_norm": 1.0904879570007324, "learning_rate": 8.07720109874223e-05, "loss": 4.0364, "step": 76500 }, { "epoch": 5.409582689335394, "grad_norm": 1.1110398769378662, "learning_rate": 8.062743964146306e-05, "loss": 4.0314, "step": 77000 }, { "epoch": 5.444709849655754, "grad_norm": 1.1156582832336426, "learning_rate": 8.048286829550384e-05, "loss": 4.0271, "step": 77500 }, { "epoch": 5.479837009976113, "grad_norm": 1.023111343383789, "learning_rate": 8.03382969495446e-05, "loss": 4.0284, "step": 78000 }, { "epoch": 5.514964170296473, "grad_norm": 1.020240068435669, "learning_rate": 8.019372560358536e-05, "loss": 4.0266, "step": 78500 }, { "epoch": 5.550091330616833, "grad_norm": 1.0575897693634033, "learning_rate": 8.004915425762614e-05, "loss": 4.0235, "step": 79000 }, { "epoch": 5.5852184909371925, "grad_norm": 1.0241798162460327, "learning_rate": 7.990458291166692e-05, "loss": 4.0231, "step": 79500 }, { "epoch": 5.620345651257552, "grad_norm": 0.9985337257385254, "learning_rate": 7.976001156570768e-05, "loss": 4.0187, "step": 80000 }, { "epoch": 5.620345651257552, "eval_accuracy": 0.639119809184786, "eval_loss": 3.698474645614624, "eval_runtime": 143.3347, "eval_samples_per_second": 842.127, "eval_steps_per_second": 5.267, "step": 80000 }, { "epoch": 5.655472811577912, "grad_norm": 1.0854889154434204, "learning_rate": 7.961544021974845e-05, "loss": 4.0141, "step": 80500 }, { "epoch": 5.690599971898272, "grad_norm": 1.0414183139801025, "learning_rate": 7.947086887378921e-05, "loss": 4.0224, "step": 81000 }, { "epoch": 5.725727132218632, "grad_norm": 0.9985676407814026, "learning_rate": 7.932629752782999e-05, "loss": 4.0142, "step": 81500 }, { "epoch": 5.760854292538991, "grad_norm": 1.0887261629104614, "learning_rate": 7.918172618187075e-05, "loss": 4.009, "step": 82000 }, { "epoch": 5.795981452859351, "grad_norm": 1.014569878578186, "learning_rate": 7.903715483591153e-05, "loss": 4.0107, "step": 82500 }, { "epoch": 5.83110861317971, "grad_norm": 0.9678444266319275, "learning_rate": 7.88925834899523e-05, "loss": 4.0085, "step": 83000 }, { "epoch": 5.866235773500071, "grad_norm": 1.025954246520996, "learning_rate": 7.874801214399307e-05, "loss": 4.0054, "step": 83500 }, { "epoch": 5.90136293382043, "grad_norm": 1.0009151697158813, "learning_rate": 7.860344079803384e-05, "loss": 4.0035, "step": 84000 }, { "epoch": 5.936490094140789, "grad_norm": 0.9895545840263367, "learning_rate": 7.84588694520746e-05, "loss": 4.0013, "step": 84500 }, { "epoch": 5.971617254461149, "grad_norm": 0.9882386326789856, "learning_rate": 7.831429810611536e-05, "loss": 3.9992, "step": 85000 }, { "epoch": 6.006744414781509, "grad_norm": 1.0791679620742798, "learning_rate": 7.816972676015614e-05, "loss": 3.9977, "step": 85500 }, { "epoch": 6.041871575101869, "grad_norm": 1.081634759902954, "learning_rate": 7.802515541419692e-05, "loss": 3.9924, "step": 86000 }, { "epoch": 6.076998735422229, "grad_norm": 0.9757462739944458, "learning_rate": 7.788058406823768e-05, "loss": 3.9942, "step": 86500 }, { "epoch": 6.112125895742588, "grad_norm": 1.098532795906067, "learning_rate": 7.773601272227845e-05, "loss": 3.9876, "step": 87000 }, { "epoch": 6.147253056062948, "grad_norm": 1.0299136638641357, "learning_rate": 7.759144137631922e-05, "loss": 3.9859, "step": 87500 }, { "epoch": 6.182380216383308, "grad_norm": 1.0599994659423828, "learning_rate": 7.744687003035999e-05, "loss": 3.9855, "step": 88000 }, { "epoch": 6.217507376703667, "grad_norm": 1.0483022928237915, "learning_rate": 7.730229868440075e-05, "loss": 3.9841, "step": 88500 }, { "epoch": 6.252634537024027, "grad_norm": 1.0010693073272705, "learning_rate": 7.715772733844152e-05, "loss": 3.9807, "step": 89000 }, { "epoch": 6.287761697344386, "grad_norm": 1.0573371648788452, "learning_rate": 7.70131559924823e-05, "loss": 3.9805, "step": 89500 }, { "epoch": 6.322888857664746, "grad_norm": 1.0268819332122803, "learning_rate": 7.686858464652307e-05, "loss": 3.9803, "step": 90000 }, { "epoch": 6.322888857664746, "eval_accuracy": 0.644372543386169, "eval_loss": 3.6643807888031006, "eval_runtime": 135.5289, "eval_samples_per_second": 890.629, "eval_steps_per_second": 5.571, "step": 90000 }, { "epoch": 6.358016017985106, "grad_norm": 1.0589687824249268, "learning_rate": 7.672401330056384e-05, "loss": 3.9789, "step": 90500 }, { "epoch": 6.393143178305466, "grad_norm": 1.0754573345184326, "learning_rate": 7.65794419546046e-05, "loss": 3.9763, "step": 91000 }, { "epoch": 6.4282703386258255, "grad_norm": 1.0275828838348389, "learning_rate": 7.643487060864536e-05, "loss": 3.9729, "step": 91500 }, { "epoch": 6.463397498946185, "grad_norm": 1.0694172382354736, "learning_rate": 7.629029926268614e-05, "loss": 3.9724, "step": 92000 }, { "epoch": 6.498524659266545, "grad_norm": 1.030853271484375, "learning_rate": 7.61457279167269e-05, "loss": 3.9721, "step": 92500 }, { "epoch": 6.533651819586905, "grad_norm": 0.9506504535675049, "learning_rate": 7.600115657076767e-05, "loss": 3.971, "step": 93000 }, { "epoch": 6.568778979907265, "grad_norm": 1.0954880714416504, "learning_rate": 7.585658522480845e-05, "loss": 3.9693, "step": 93500 }, { "epoch": 6.603906140227624, "grad_norm": 0.9772918224334717, "learning_rate": 7.571201387884922e-05, "loss": 3.9644, "step": 94000 }, { "epoch": 6.639033300547983, "grad_norm": 1.0400298833847046, "learning_rate": 7.556744253288999e-05, "loss": 3.9623, "step": 94500 }, { "epoch": 6.674160460868343, "grad_norm": 1.0729682445526123, "learning_rate": 7.542287118693075e-05, "loss": 3.9631, "step": 95000 }, { "epoch": 6.709287621188703, "grad_norm": 1.0170788764953613, "learning_rate": 7.527829984097152e-05, "loss": 3.9611, "step": 95500 }, { "epoch": 6.744414781509063, "grad_norm": 1.0005239248275757, "learning_rate": 7.51337284950123e-05, "loss": 3.9666, "step": 96000 }, { "epoch": 6.7795419418294225, "grad_norm": 1.033534049987793, "learning_rate": 7.498915714905306e-05, "loss": 3.9567, "step": 96500 }, { "epoch": 6.814669102149782, "grad_norm": 1.0282751321792603, "learning_rate": 7.484458580309382e-05, "loss": 3.9585, "step": 97000 }, { "epoch": 6.849796262470142, "grad_norm": 1.1123915910720825, "learning_rate": 7.47000144571346e-05, "loss": 3.9509, "step": 97500 }, { "epoch": 6.884923422790502, "grad_norm": 1.0020571947097778, "learning_rate": 7.455544311117538e-05, "loss": 3.9531, "step": 98000 }, { "epoch": 6.920050583110862, "grad_norm": 1.0285818576812744, "learning_rate": 7.441087176521614e-05, "loss": 3.9507, "step": 98500 }, { "epoch": 6.955177743431221, "grad_norm": 1.0496854782104492, "learning_rate": 7.42663004192569e-05, "loss": 3.9489, "step": 99000 }, { "epoch": 6.99030490375158, "grad_norm": 1.0300986766815186, "learning_rate": 7.412172907329767e-05, "loss": 3.9465, "step": 99500 }, { "epoch": 7.02543206407194, "grad_norm": 1.0604512691497803, "learning_rate": 7.397715772733845e-05, "loss": 3.9462, "step": 100000 }, { "epoch": 7.02543206407194, "eval_accuracy": 0.648548853567911, "eval_loss": 3.633261203765869, "eval_runtime": 144.5331, "eval_samples_per_second": 835.144, "eval_steps_per_second": 5.224, "step": 100000 }, { "epoch": 7.0605592243923, "grad_norm": 1.0465333461761475, "learning_rate": 7.383258638137921e-05, "loss": 3.9439, "step": 100500 }, { "epoch": 7.09568638471266, "grad_norm": 0.977771520614624, "learning_rate": 7.368801503541999e-05, "loss": 3.9459, "step": 101000 }, { "epoch": 7.1308135450330195, "grad_norm": 1.09309983253479, "learning_rate": 7.354344368946075e-05, "loss": 3.9432, "step": 101500 }, { "epoch": 7.165940705353379, "grad_norm": 1.0659376382827759, "learning_rate": 7.339887234350153e-05, "loss": 3.9407, "step": 102000 }, { "epoch": 7.201067865673739, "grad_norm": 0.9782362580299377, "learning_rate": 7.32543009975423e-05, "loss": 3.9393, "step": 102500 }, { "epoch": 7.236195025994099, "grad_norm": 1.0496647357940674, "learning_rate": 7.310972965158306e-05, "loss": 3.9384, "step": 103000 }, { "epoch": 7.271322186314459, "grad_norm": 1.0655579566955566, "learning_rate": 7.296515830562382e-05, "loss": 3.9384, "step": 103500 }, { "epoch": 7.306449346634818, "grad_norm": 1.0276716947555542, "learning_rate": 7.28205869596646e-05, "loss": 3.933, "step": 104000 }, { "epoch": 7.341576506955178, "grad_norm": 1.0266293287277222, "learning_rate": 7.267601561370536e-05, "loss": 3.9291, "step": 104500 }, { "epoch": 7.376703667275537, "grad_norm": 0.9779165983200073, "learning_rate": 7.253144426774614e-05, "loss": 3.9322, "step": 105000 }, { "epoch": 7.411830827595897, "grad_norm": 1.0079984664916992, "learning_rate": 7.23868729217869e-05, "loss": 3.9352, "step": 105500 }, { "epoch": 7.446957987916257, "grad_norm": 0.9881858229637146, "learning_rate": 7.224230157582768e-05, "loss": 3.9338, "step": 106000 }, { "epoch": 7.482085148236616, "grad_norm": 0.9892914891242981, "learning_rate": 7.209773022986845e-05, "loss": 3.9285, "step": 106500 }, { "epoch": 7.517212308556976, "grad_norm": 1.154355764389038, "learning_rate": 7.195315888390921e-05, "loss": 3.9259, "step": 107000 }, { "epoch": 7.552339468877336, "grad_norm": 1.0398566722869873, "learning_rate": 7.180858753794997e-05, "loss": 3.9247, "step": 107500 }, { "epoch": 7.587466629197696, "grad_norm": 0.9936870336532593, "learning_rate": 7.166401619199075e-05, "loss": 3.9255, "step": 108000 }, { "epoch": 7.6225937895180556, "grad_norm": 1.001603603363037, "learning_rate": 7.151944484603153e-05, "loss": 3.9269, "step": 108500 }, { "epoch": 7.657720949838415, "grad_norm": 1.019192099571228, "learning_rate": 7.13748735000723e-05, "loss": 3.9223, "step": 109000 }, { "epoch": 7.692848110158775, "grad_norm": 1.051631212234497, "learning_rate": 7.123030215411306e-05, "loss": 3.9212, "step": 109500 }, { "epoch": 7.727975270479135, "grad_norm": 1.01295804977417, "learning_rate": 7.108573080815382e-05, "loss": 3.9217, "step": 110000 }, { "epoch": 7.727975270479135, "eval_accuracy": 0.6526292954175039, "eval_loss": 3.606437921524048, "eval_runtime": 137.8832, "eval_samples_per_second": 875.422, "eval_steps_per_second": 5.476, "step": 110000 }, { "epoch": 7.763102430799494, "grad_norm": 0.9921694397926331, "learning_rate": 7.09411594621946e-05, "loss": 3.9205, "step": 110500 }, { "epoch": 7.798229591119854, "grad_norm": 0.9742565155029297, "learning_rate": 7.079658811623536e-05, "loss": 3.9163, "step": 111000 }, { "epoch": 7.833356751440213, "grad_norm": 1.0286446809768677, "learning_rate": 7.065201677027613e-05, "loss": 3.9164, "step": 111500 }, { "epoch": 7.868483911760573, "grad_norm": 1.0960822105407715, "learning_rate": 7.05074454243169e-05, "loss": 3.9167, "step": 112000 }, { "epoch": 7.903611072080933, "grad_norm": 1.0249719619750977, "learning_rate": 7.036287407835768e-05, "loss": 3.9157, "step": 112500 }, { "epoch": 7.938738232401293, "grad_norm": 1.02247154712677, "learning_rate": 7.021830273239845e-05, "loss": 3.908, "step": 113000 }, { "epoch": 7.9738653927216525, "grad_norm": 0.9692552089691162, "learning_rate": 7.007373138643921e-05, "loss": 3.9104, "step": 113500 }, { "epoch": 8.008992553042011, "grad_norm": 1.059390664100647, "learning_rate": 6.992916004047997e-05, "loss": 3.9115, "step": 114000 }, { "epoch": 8.044119713362372, "grad_norm": 1.0319334268569946, "learning_rate": 6.978458869452075e-05, "loss": 3.9056, "step": 114500 }, { "epoch": 8.079246873682731, "grad_norm": 0.9874253273010254, "learning_rate": 6.964001734856152e-05, "loss": 3.9054, "step": 115000 }, { "epoch": 8.114374034003092, "grad_norm": 1.0460796356201172, "learning_rate": 6.949544600260228e-05, "loss": 3.9045, "step": 115500 }, { "epoch": 8.14950119432345, "grad_norm": 1.0085667371749878, "learning_rate": 6.935087465664306e-05, "loss": 3.9038, "step": 116000 }, { "epoch": 8.184628354643811, "grad_norm": 1.0626521110534668, "learning_rate": 6.920630331068383e-05, "loss": 3.905, "step": 116500 }, { "epoch": 8.21975551496417, "grad_norm": 0.977799117565155, "learning_rate": 6.90617319647246e-05, "loss": 3.9006, "step": 117000 }, { "epoch": 8.25488267528453, "grad_norm": 1.0686109066009521, "learning_rate": 6.891716061876536e-05, "loss": 3.9011, "step": 117500 }, { "epoch": 8.29000983560489, "grad_norm": 1.0719889402389526, "learning_rate": 6.877258927280613e-05, "loss": 3.8962, "step": 118000 }, { "epoch": 8.325136995925249, "grad_norm": 1.0647310018539429, "learning_rate": 6.86280179268469e-05, "loss": 3.8959, "step": 118500 }, { "epoch": 8.36026415624561, "grad_norm": 1.0350008010864258, "learning_rate": 6.848344658088767e-05, "loss": 3.8951, "step": 119000 }, { "epoch": 8.395391316565968, "grad_norm": 0.988900899887085, "learning_rate": 6.833887523492845e-05, "loss": 3.8961, "step": 119500 }, { "epoch": 8.430518476886329, "grad_norm": 1.0585073232650757, "learning_rate": 6.819430388896921e-05, "loss": 3.8974, "step": 120000 }, { "epoch": 8.430518476886329, "eval_accuracy": 0.6558340280780799, "eval_loss": 3.5809683799743652, "eval_runtime": 136.7242, "eval_samples_per_second": 882.843, "eval_steps_per_second": 5.522, "step": 120000 }, { "epoch": 8.465645637206688, "grad_norm": 0.9938855171203613, "learning_rate": 6.804973254300999e-05, "loss": 3.8963, "step": 120500 }, { "epoch": 8.500772797527048, "grad_norm": 1.0587878227233887, "learning_rate": 6.790516119705075e-05, "loss": 3.8954, "step": 121000 }, { "epoch": 8.535899957847407, "grad_norm": 1.003372073173523, "learning_rate": 6.776058985109152e-05, "loss": 3.8969, "step": 121500 }, { "epoch": 8.571027118167768, "grad_norm": 1.0167999267578125, "learning_rate": 6.761601850513228e-05, "loss": 3.8929, "step": 122000 }, { "epoch": 8.606154278488127, "grad_norm": 1.0059306621551514, "learning_rate": 6.747144715917306e-05, "loss": 3.8903, "step": 122500 }, { "epoch": 8.641281438808488, "grad_norm": 1.0564857721328735, "learning_rate": 6.732687581321382e-05, "loss": 3.8892, "step": 123000 }, { "epoch": 8.676408599128846, "grad_norm": 1.0630180835723877, "learning_rate": 6.71823044672546e-05, "loss": 3.8853, "step": 123500 }, { "epoch": 8.711535759449205, "grad_norm": 1.0301406383514404, "learning_rate": 6.703773312129536e-05, "loss": 3.8835, "step": 124000 }, { "epoch": 8.746662919769566, "grad_norm": 1.0411887168884277, "learning_rate": 6.689316177533613e-05, "loss": 3.8786, "step": 124500 }, { "epoch": 8.781790080089925, "grad_norm": 1.0367854833602905, "learning_rate": 6.67485904293769e-05, "loss": 3.8835, "step": 125000 }, { "epoch": 8.816917240410286, "grad_norm": 1.0663400888442993, "learning_rate": 6.660401908341767e-05, "loss": 3.8817, "step": 125500 }, { "epoch": 8.852044400730644, "grad_norm": 1.0770373344421387, "learning_rate": 6.645944773745843e-05, "loss": 3.8802, "step": 126000 }, { "epoch": 8.887171561051005, "grad_norm": 1.044163465499878, "learning_rate": 6.631487639149921e-05, "loss": 3.8823, "step": 126500 }, { "epoch": 8.922298721371364, "grad_norm": 1.0890542268753052, "learning_rate": 6.617030504553999e-05, "loss": 3.8802, "step": 127000 }, { "epoch": 8.957425881691725, "grad_norm": 1.0345556735992432, "learning_rate": 6.602573369958075e-05, "loss": 3.8837, "step": 127500 }, { "epoch": 8.992553042012084, "grad_norm": 1.0826619863510132, "learning_rate": 6.588116235362152e-05, "loss": 3.8832, "step": 128000 }, { "epoch": 9.027680202332444, "grad_norm": 1.0863028764724731, "learning_rate": 6.573659100766228e-05, "loss": 3.8743, "step": 128500 }, { "epoch": 9.062807362652803, "grad_norm": 1.0319151878356934, "learning_rate": 6.559201966170306e-05, "loss": 3.8748, "step": 129000 }, { "epoch": 9.097934522973162, "grad_norm": 1.0857160091400146, "learning_rate": 6.544744831574382e-05, "loss": 3.8745, "step": 129500 }, { "epoch": 9.133061683293523, "grad_norm": 1.1056162118911743, "learning_rate": 6.530287696978458e-05, "loss": 3.8714, "step": 130000 }, { "epoch": 9.133061683293523, "eval_accuracy": 0.6580812197085962, "eval_loss": 3.569554328918457, "eval_runtime": 136.7612, "eval_samples_per_second": 882.604, "eval_steps_per_second": 5.521, "step": 130000 }, { "epoch": 9.168188843613882, "grad_norm": 1.0687092542648315, "learning_rate": 6.515830562382536e-05, "loss": 3.8724, "step": 130500 }, { "epoch": 9.203316003934242, "grad_norm": 1.0319805145263672, "learning_rate": 6.501373427786614e-05, "loss": 3.8747, "step": 131000 }, { "epoch": 9.238443164254601, "grad_norm": 1.0324089527130127, "learning_rate": 6.48691629319069e-05, "loss": 3.8724, "step": 131500 }, { "epoch": 9.273570324574962, "grad_norm": 1.0121489763259888, "learning_rate": 6.472459158594767e-05, "loss": 3.8745, "step": 132000 }, { "epoch": 9.30869748489532, "grad_norm": 1.1079241037368774, "learning_rate": 6.458002023998843e-05, "loss": 3.8721, "step": 132500 }, { "epoch": 9.343824645215681, "grad_norm": 1.0359601974487305, "learning_rate": 6.443544889402921e-05, "loss": 3.8686, "step": 133000 }, { "epoch": 9.37895180553604, "grad_norm": 1.1285004615783691, "learning_rate": 6.429087754806997e-05, "loss": 3.8674, "step": 133500 }, { "epoch": 9.414078965856401, "grad_norm": 0.971286952495575, "learning_rate": 6.414630620211074e-05, "loss": 3.8672, "step": 134000 }, { "epoch": 9.44920612617676, "grad_norm": 1.089293122291565, "learning_rate": 6.400173485615151e-05, "loss": 3.8639, "step": 134500 }, { "epoch": 9.484333286497119, "grad_norm": 1.1344711780548096, "learning_rate": 6.385716351019229e-05, "loss": 3.8638, "step": 135000 }, { "epoch": 9.51946044681748, "grad_norm": 1.0056766271591187, "learning_rate": 6.371259216423306e-05, "loss": 3.8648, "step": 135500 }, { "epoch": 9.554587607137838, "grad_norm": 1.0078498125076294, "learning_rate": 6.356802081827382e-05, "loss": 3.8634, "step": 136000 }, { "epoch": 9.589714767458199, "grad_norm": 0.9975442886352539, "learning_rate": 6.342344947231458e-05, "loss": 3.8648, "step": 136500 }, { "epoch": 9.624841927778558, "grad_norm": 1.0246551036834717, "learning_rate": 6.327887812635536e-05, "loss": 3.861, "step": 137000 }, { "epoch": 9.659969088098919, "grad_norm": 1.0477834939956665, "learning_rate": 6.313430678039613e-05, "loss": 3.8612, "step": 137500 }, { "epoch": 9.695096248419278, "grad_norm": 1.0582610368728638, "learning_rate": 6.29897354344369e-05, "loss": 3.8566, "step": 138000 }, { "epoch": 9.730223408739638, "grad_norm": 1.062447190284729, "learning_rate": 6.284516408847767e-05, "loss": 3.8633, "step": 138500 }, { "epoch": 9.765350569059997, "grad_norm": 1.0355119705200195, "learning_rate": 6.270059274251843e-05, "loss": 3.8561, "step": 139000 }, { "epoch": 9.800477729380358, "grad_norm": 1.036462426185608, "learning_rate": 6.255602139655921e-05, "loss": 3.8573, "step": 139500 }, { "epoch": 9.835604889700717, "grad_norm": 0.9981861114501953, "learning_rate": 6.241145005059997e-05, "loss": 3.8565, "step": 140000 }, { "epoch": 9.835604889700717, "eval_accuracy": 0.6612540934142709, "eval_loss": 3.5454251766204834, "eval_runtime": 137.6124, "eval_samples_per_second": 877.145, "eval_steps_per_second": 5.486, "step": 140000 }, { "epoch": 9.870732050021076, "grad_norm": 1.2044545412063599, "learning_rate": 6.226687870464074e-05, "loss": 3.8562, "step": 140500 }, { "epoch": 9.905859210341436, "grad_norm": 1.0026911497116089, "learning_rate": 6.212230735868151e-05, "loss": 3.8556, "step": 141000 }, { "epoch": 9.940986370661795, "grad_norm": 1.0099139213562012, "learning_rate": 6.197773601272228e-05, "loss": 3.8558, "step": 141500 }, { "epoch": 9.976113530982156, "grad_norm": 1.0034656524658203, "learning_rate": 6.183316466676306e-05, "loss": 3.8505, "step": 142000 }, { "epoch": 10.011240691302515, "grad_norm": 1.0413298606872559, "learning_rate": 6.168859332080382e-05, "loss": 3.8533, "step": 142500 }, { "epoch": 10.046367851622875, "grad_norm": 1.030550479888916, "learning_rate": 6.154402197484458e-05, "loss": 3.8523, "step": 143000 }, { "epoch": 10.081495011943234, "grad_norm": 1.0325989723205566, "learning_rate": 6.139945062888536e-05, "loss": 3.8486, "step": 143500 }, { "epoch": 10.116622172263595, "grad_norm": 1.1221369504928589, "learning_rate": 6.125487928292613e-05, "loss": 3.8473, "step": 144000 }, { "epoch": 10.151749332583954, "grad_norm": 1.0764824151992798, "learning_rate": 6.111030793696689e-05, "loss": 3.8478, "step": 144500 }, { "epoch": 10.186876492904315, "grad_norm": 1.030349850654602, "learning_rate": 6.096573659100766e-05, "loss": 3.8474, "step": 145000 }, { "epoch": 10.222003653224673, "grad_norm": 0.9821157455444336, "learning_rate": 6.082116524504844e-05, "loss": 3.8496, "step": 145500 }, { "epoch": 10.257130813545032, "grad_norm": 0.9990749955177307, "learning_rate": 6.067659389908921e-05, "loss": 3.8484, "step": 146000 }, { "epoch": 10.292257973865393, "grad_norm": 1.0158008337020874, "learning_rate": 6.053202255312997e-05, "loss": 3.8415, "step": 146500 }, { "epoch": 10.327385134185752, "grad_norm": 1.0147724151611328, "learning_rate": 6.0387451207170744e-05, "loss": 3.8438, "step": 147000 }, { "epoch": 10.362512294506113, "grad_norm": 1.0989351272583008, "learning_rate": 6.024287986121151e-05, "loss": 3.844, "step": 147500 }, { "epoch": 10.397639454826471, "grad_norm": 0.9766375422477722, "learning_rate": 6.009830851525228e-05, "loss": 3.8406, "step": 148000 }, { "epoch": 10.432766615146832, "grad_norm": 1.0558122396469116, "learning_rate": 5.995373716929304e-05, "loss": 3.8444, "step": 148500 }, { "epoch": 10.467893775467191, "grad_norm": 1.0255546569824219, "learning_rate": 5.980916582333381e-05, "loss": 3.8405, "step": 149000 }, { "epoch": 10.503020935787552, "grad_norm": 0.9918079376220703, "learning_rate": 5.966459447737459e-05, "loss": 3.8371, "step": 149500 }, { "epoch": 10.53814809610791, "grad_norm": 1.0484111309051514, "learning_rate": 5.952002313141536e-05, "loss": 3.8382, "step": 150000 }, { "epoch": 10.53814809610791, "eval_accuracy": 0.6631513108850643, "eval_loss": 3.5309653282165527, "eval_runtime": 137.5219, "eval_samples_per_second": 877.722, "eval_steps_per_second": 5.49, "step": 150000 }, { "epoch": 10.573275256428271, "grad_norm": 1.0241247415542603, "learning_rate": 5.9375451785456126e-05, "loss": 3.8433, "step": 150500 }, { "epoch": 10.60840241674863, "grad_norm": 1.0452362298965454, "learning_rate": 5.9230880439496896e-05, "loss": 3.8382, "step": 151000 }, { "epoch": 10.643529577068989, "grad_norm": 1.0399458408355713, "learning_rate": 5.908630909353766e-05, "loss": 3.838, "step": 151500 }, { "epoch": 10.67865673738935, "grad_norm": 0.9991360306739807, "learning_rate": 5.894173774757843e-05, "loss": 3.837, "step": 152000 }, { "epoch": 10.713783897709709, "grad_norm": 1.0450655221939087, "learning_rate": 5.8797166401619195e-05, "loss": 3.834, "step": 152500 }, { "epoch": 10.74891105803007, "grad_norm": 1.0295804738998413, "learning_rate": 5.865259505565997e-05, "loss": 3.8362, "step": 153000 }, { "epoch": 10.784038218350428, "grad_norm": 1.1099650859832764, "learning_rate": 5.8508023709700743e-05, "loss": 3.8372, "step": 153500 }, { "epoch": 10.819165378670789, "grad_norm": 1.0414799451828003, "learning_rate": 5.8363452363741514e-05, "loss": 3.8355, "step": 154000 }, { "epoch": 10.854292538991148, "grad_norm": 0.9899589419364929, "learning_rate": 5.821888101778228e-05, "loss": 3.8346, "step": 154500 }, { "epoch": 10.889419699311508, "grad_norm": 1.027968168258667, "learning_rate": 5.807430967182305e-05, "loss": 3.8331, "step": 155000 }, { "epoch": 10.924546859631867, "grad_norm": 1.020301103591919, "learning_rate": 5.792973832586381e-05, "loss": 3.8343, "step": 155500 }, { "epoch": 10.959674019952226, "grad_norm": 1.1077617406845093, "learning_rate": 5.7785166979904584e-05, "loss": 3.8324, "step": 156000 }, { "epoch": 10.994801180272587, "grad_norm": 1.005629301071167, "learning_rate": 5.764059563394536e-05, "loss": 3.8301, "step": 156500 }, { "epoch": 11.029928340592946, "grad_norm": 1.0447512865066528, "learning_rate": 5.7496024287986125e-05, "loss": 3.8237, "step": 157000 }, { "epoch": 11.065055500913306, "grad_norm": 1.0114192962646484, "learning_rate": 5.7351452942026896e-05, "loss": 3.828, "step": 157500 }, { "epoch": 11.100182661233665, "grad_norm": 1.0450975894927979, "learning_rate": 5.720688159606766e-05, "loss": 3.828, "step": 158000 }, { "epoch": 11.135309821554026, "grad_norm": 1.0884100198745728, "learning_rate": 5.706231025010843e-05, "loss": 3.8235, "step": 158500 }, { "epoch": 11.170436981874385, "grad_norm": 1.06899094581604, "learning_rate": 5.6917738904149195e-05, "loss": 3.8251, "step": 159000 }, { "epoch": 11.205564142194746, "grad_norm": 1.0569485425949097, "learning_rate": 5.6773167558189966e-05, "loss": 3.8258, "step": 159500 }, { "epoch": 11.240691302515105, "grad_norm": 1.1100273132324219, "learning_rate": 5.6628596212230736e-05, "loss": 3.8272, "step": 160000 }, { "epoch": 11.240691302515105, "eval_accuracy": 0.6646739994277903, "eval_loss": 3.5181100368499756, "eval_runtime": 141.0802, "eval_samples_per_second": 855.584, "eval_steps_per_second": 5.352, "step": 160000 }, { "epoch": 11.275818462835465, "grad_norm": 1.0628185272216797, "learning_rate": 5.6484024866271514e-05, "loss": 3.8221, "step": 160500 }, { "epoch": 11.310945623155824, "grad_norm": 1.1270934343338013, "learning_rate": 5.633945352031228e-05, "loss": 3.8258, "step": 161000 }, { "epoch": 11.346072783476183, "grad_norm": 1.0492292642593384, "learning_rate": 5.619488217435305e-05, "loss": 3.8212, "step": 161500 }, { "epoch": 11.381199943796544, "grad_norm": 1.1114745140075684, "learning_rate": 5.605031082839381e-05, "loss": 3.8213, "step": 162000 }, { "epoch": 11.416327104116903, "grad_norm": 1.0274219512939453, "learning_rate": 5.5905739482434584e-05, "loss": 3.8176, "step": 162500 }, { "epoch": 11.451454264437263, "grad_norm": 1.0416280031204224, "learning_rate": 5.576116813647535e-05, "loss": 3.8137, "step": 163000 }, { "epoch": 11.486581424757622, "grad_norm": 1.0962536334991455, "learning_rate": 5.561659679051612e-05, "loss": 3.8165, "step": 163500 }, { "epoch": 11.521708585077983, "grad_norm": 1.0611205101013184, "learning_rate": 5.5472025444556896e-05, "loss": 3.8171, "step": 164000 }, { "epoch": 11.556835745398342, "grad_norm": 1.0393544435501099, "learning_rate": 5.532745409859767e-05, "loss": 3.8154, "step": 164500 }, { "epoch": 11.591962905718702, "grad_norm": 1.0397778749465942, "learning_rate": 5.518288275263843e-05, "loss": 3.8151, "step": 165000 }, { "epoch": 11.627090066039061, "grad_norm": 1.0978599786758423, "learning_rate": 5.50383114066792e-05, "loss": 3.815, "step": 165500 }, { "epoch": 11.662217226359422, "grad_norm": 1.0579622983932495, "learning_rate": 5.4893740060719965e-05, "loss": 3.8131, "step": 166000 }, { "epoch": 11.69734438667978, "grad_norm": 1.090484380722046, "learning_rate": 5.4749168714760736e-05, "loss": 3.8132, "step": 166500 }, { "epoch": 11.73247154700014, "grad_norm": 1.0129539966583252, "learning_rate": 5.46045973688015e-05, "loss": 3.8079, "step": 167000 }, { "epoch": 11.7675987073205, "grad_norm": 1.121238350868225, "learning_rate": 5.446002602284227e-05, "loss": 3.8077, "step": 167500 }, { "epoch": 11.80272586764086, "grad_norm": 1.1320801973342896, "learning_rate": 5.431545467688305e-05, "loss": 3.8114, "step": 168000 }, { "epoch": 11.83785302796122, "grad_norm": 1.0639028549194336, "learning_rate": 5.417088333092382e-05, "loss": 3.8069, "step": 168500 }, { "epoch": 11.872980188281579, "grad_norm": 1.129622459411621, "learning_rate": 5.402631198496458e-05, "loss": 3.8055, "step": 169000 }, { "epoch": 11.90810734860194, "grad_norm": 1.1511698961257935, "learning_rate": 5.3881740639005354e-05, "loss": 3.8066, "step": 169500 }, { "epoch": 11.943234508922298, "grad_norm": 1.1098284721374512, "learning_rate": 5.373716929304612e-05, "loss": 3.8059, "step": 170000 }, { "epoch": 11.943234508922298, "eval_accuracy": 0.6666074675524029, "eval_loss": 3.5011649131774902, "eval_runtime": 136.426, "eval_samples_per_second": 884.773, "eval_steps_per_second": 5.534, "step": 170000 }, { "epoch": 11.978361669242659, "grad_norm": 1.084730625152588, "learning_rate": 5.359259794708689e-05, "loss": 3.8061, "step": 170500 }, { "epoch": 12.013488829563018, "grad_norm": 1.167523980140686, "learning_rate": 5.344802660112765e-05, "loss": 3.8064, "step": 171000 }, { "epoch": 12.048615989883379, "grad_norm": 1.1096934080123901, "learning_rate": 5.330345525516843e-05, "loss": 3.8035, "step": 171500 }, { "epoch": 12.083743150203738, "grad_norm": 1.0423945188522339, "learning_rate": 5.31588839092092e-05, "loss": 3.8004, "step": 172000 }, { "epoch": 12.118870310524096, "grad_norm": 1.0941615104675293, "learning_rate": 5.3014312563249965e-05, "loss": 3.8028, "step": 172500 }, { "epoch": 12.153997470844457, "grad_norm": 1.0533970594406128, "learning_rate": 5.2869741217290736e-05, "loss": 3.8052, "step": 173000 }, { "epoch": 12.189124631164816, "grad_norm": 1.0236855745315552, "learning_rate": 5.272516987133151e-05, "loss": 3.8012, "step": 173500 }, { "epoch": 12.224251791485177, "grad_norm": 1.1091432571411133, "learning_rate": 5.258059852537227e-05, "loss": 3.796, "step": 174000 }, { "epoch": 12.259378951805536, "grad_norm": 1.1524672508239746, "learning_rate": 5.243602717941304e-05, "loss": 3.8003, "step": 174500 }, { "epoch": 12.294506112125896, "grad_norm": 1.0929014682769775, "learning_rate": 5.229145583345382e-05, "loss": 3.7954, "step": 175000 }, { "epoch": 12.329633272446255, "grad_norm": 1.0436333417892456, "learning_rate": 5.214688448749458e-05, "loss": 3.802, "step": 175500 }, { "epoch": 12.364760432766616, "grad_norm": 1.1149826049804688, "learning_rate": 5.2002313141535354e-05, "loss": 3.7975, "step": 176000 }, { "epoch": 12.399887593086975, "grad_norm": 1.1571273803710938, "learning_rate": 5.185774179557612e-05, "loss": 3.7953, "step": 176500 }, { "epoch": 12.435014753407334, "grad_norm": 1.053972840309143, "learning_rate": 5.171317044961689e-05, "loss": 3.7971, "step": 177000 }, { "epoch": 12.470141913727694, "grad_norm": 1.0854816436767578, "learning_rate": 5.156859910365765e-05, "loss": 3.7949, "step": 177500 }, { "epoch": 12.505269074048053, "grad_norm": 1.2815136909484863, "learning_rate": 5.1424027757698423e-05, "loss": 3.7962, "step": 178000 }, { "epoch": 12.540396234368414, "grad_norm": 1.2136986255645752, "learning_rate": 5.127945641173919e-05, "loss": 3.798, "step": 178500 }, { "epoch": 12.575523394688773, "grad_norm": 1.0453957319259644, "learning_rate": 5.113488506577997e-05, "loss": 3.7924, "step": 179000 }, { "epoch": 12.610650555009133, "grad_norm": 1.0897852182388306, "learning_rate": 5.0990313719820736e-05, "loss": 3.7927, "step": 179500 }, { "epoch": 12.645777715329492, "grad_norm": 1.0974160432815552, "learning_rate": 5.0845742373861507e-05, "loss": 3.7935, "step": 180000 }, { "epoch": 12.645777715329492, "eval_accuracy": 0.6682870526036502, "eval_loss": 3.4848945140838623, "eval_runtime": 139.026, "eval_samples_per_second": 868.226, "eval_steps_per_second": 5.431, "step": 180000 }, { "epoch": 12.680904875649853, "grad_norm": 1.1538357734680176, "learning_rate": 5.070117102790227e-05, "loss": 3.791, "step": 180500 }, { "epoch": 12.716032035970212, "grad_norm": 1.1396054029464722, "learning_rate": 5.055659968194304e-05, "loss": 3.7921, "step": 181000 }, { "epoch": 12.751159196290573, "grad_norm": 1.0357263088226318, "learning_rate": 5.0412028335983805e-05, "loss": 3.791, "step": 181500 }, { "epoch": 12.786286356610931, "grad_norm": 1.1179182529449463, "learning_rate": 5.0267456990024576e-05, "loss": 3.7919, "step": 182000 }, { "epoch": 12.82141351693129, "grad_norm": 1.0229140520095825, "learning_rate": 5.0122885644065354e-05, "loss": 3.7939, "step": 182500 }, { "epoch": 12.856540677251651, "grad_norm": 1.1127890348434448, "learning_rate": 4.997831429810612e-05, "loss": 3.7887, "step": 183000 }, { "epoch": 12.89166783757201, "grad_norm": 1.084653377532959, "learning_rate": 4.983374295214689e-05, "loss": 3.7897, "step": 183500 }, { "epoch": 12.92679499789237, "grad_norm": 1.1412302255630493, "learning_rate": 4.968917160618766e-05, "loss": 3.7859, "step": 184000 }, { "epoch": 12.96192215821273, "grad_norm": 1.173107624053955, "learning_rate": 4.954460026022842e-05, "loss": 3.7911, "step": 184500 }, { "epoch": 12.99704931853309, "grad_norm": 1.0742864608764648, "learning_rate": 4.9400028914269194e-05, "loss": 3.7894, "step": 185000 }, { "epoch": 13.032176478853449, "grad_norm": 1.1034468412399292, "learning_rate": 4.9255457568309965e-05, "loss": 3.7836, "step": 185500 }, { "epoch": 13.06730363917381, "grad_norm": 1.0950945615768433, "learning_rate": 4.9110886222350736e-05, "loss": 3.7844, "step": 186000 }, { "epoch": 13.102430799494169, "grad_norm": 1.0757458209991455, "learning_rate": 4.89663148763915e-05, "loss": 3.7851, "step": 186500 }, { "epoch": 13.13755795981453, "grad_norm": 1.0367438793182373, "learning_rate": 4.882174353043227e-05, "loss": 3.7813, "step": 187000 }, { "epoch": 13.172685120134888, "grad_norm": 1.0611573457717896, "learning_rate": 4.867717218447304e-05, "loss": 3.7803, "step": 187500 }, { "epoch": 13.207812280455247, "grad_norm": 1.0296107530593872, "learning_rate": 4.853260083851381e-05, "loss": 3.7827, "step": 188000 }, { "epoch": 13.242939440775608, "grad_norm": 1.0659501552581787, "learning_rate": 4.8388029492554576e-05, "loss": 3.7825, "step": 188500 }, { "epoch": 13.278066601095967, "grad_norm": 1.042000412940979, "learning_rate": 4.824345814659535e-05, "loss": 3.7803, "step": 189000 }, { "epoch": 13.313193761416327, "grad_norm": 1.1316543817520142, "learning_rate": 4.809888680063612e-05, "loss": 3.7835, "step": 189500 }, { "epoch": 13.348320921736686, "grad_norm": 1.1366993188858032, "learning_rate": 4.795431545467688e-05, "loss": 3.7815, "step": 190000 }, { "epoch": 13.348320921736686, "eval_accuracy": 0.6694518509673556, "eval_loss": 3.478436231613159, "eval_runtime": 139.0366, "eval_samples_per_second": 868.16, "eval_steps_per_second": 5.43, "step": 190000 }, { "epoch": 13.383448082057047, "grad_norm": 1.1076951026916504, "learning_rate": 4.780974410871765e-05, "loss": 3.7764, "step": 190500 }, { "epoch": 13.418575242377406, "grad_norm": 1.1507115364074707, "learning_rate": 4.766517276275842e-05, "loss": 3.7813, "step": 191000 }, { "epoch": 13.453702402697767, "grad_norm": 1.0347645282745361, "learning_rate": 4.7520601416799194e-05, "loss": 3.7782, "step": 191500 }, { "epoch": 13.488829563018125, "grad_norm": 1.1612026691436768, "learning_rate": 4.737603007083996e-05, "loss": 3.7791, "step": 192000 }, { "epoch": 13.523956723338486, "grad_norm": 1.076613426208496, "learning_rate": 4.723145872488073e-05, "loss": 3.7797, "step": 192500 }, { "epoch": 13.559083883658845, "grad_norm": 1.1691707372665405, "learning_rate": 4.70868873789215e-05, "loss": 3.7779, "step": 193000 }, { "epoch": 13.594211043979204, "grad_norm": 1.1474121809005737, "learning_rate": 4.694231603296227e-05, "loss": 3.7792, "step": 193500 }, { "epoch": 13.629338204299565, "grad_norm": 1.121609091758728, "learning_rate": 4.6797744687003034e-05, "loss": 3.7739, "step": 194000 }, { "epoch": 13.664465364619923, "grad_norm": 1.0955735445022583, "learning_rate": 4.665317334104381e-05, "loss": 3.7746, "step": 194500 }, { "epoch": 13.699592524940284, "grad_norm": 1.0900901556015015, "learning_rate": 4.6508601995084576e-05, "loss": 3.7761, "step": 195000 }, { "epoch": 13.734719685260643, "grad_norm": 1.1831464767456055, "learning_rate": 4.6364030649125346e-05, "loss": 3.7751, "step": 195500 }, { "epoch": 13.769846845581004, "grad_norm": 1.0997892618179321, "learning_rate": 4.621945930316611e-05, "loss": 3.7761, "step": 196000 }, { "epoch": 13.804974005901363, "grad_norm": 1.0963380336761475, "learning_rate": 4.607488795720689e-05, "loss": 3.7724, "step": 196500 }, { "epoch": 13.840101166221723, "grad_norm": 1.162185549736023, "learning_rate": 4.593031661124765e-05, "loss": 3.7751, "step": 197000 }, { "epoch": 13.875228326542082, "grad_norm": 1.071937084197998, "learning_rate": 4.578574526528842e-05, "loss": 3.7708, "step": 197500 }, { "epoch": 13.910355486862443, "grad_norm": 1.1475390195846558, "learning_rate": 4.564117391932919e-05, "loss": 3.7717, "step": 198000 }, { "epoch": 13.945482647182802, "grad_norm": 1.047614336013794, "learning_rate": 4.5496602573369964e-05, "loss": 3.771, "step": 198500 }, { "epoch": 13.98060980750316, "grad_norm": 1.1338860988616943, "learning_rate": 4.535203122741073e-05, "loss": 3.7759, "step": 199000 }, { "epoch": 14.015736967823521, "grad_norm": 1.0949747562408447, "learning_rate": 4.52074598814515e-05, "loss": 3.7713, "step": 199500 }, { "epoch": 14.05086412814388, "grad_norm": 1.144314169883728, "learning_rate": 4.506288853549227e-05, "loss": 3.7719, "step": 200000 }, { "epoch": 14.05086412814388, "eval_accuracy": 0.6709508502461347, "eval_loss": 3.467146635055542, "eval_runtime": 136.415, "eval_samples_per_second": 884.844, "eval_steps_per_second": 5.535, "step": 200000 }, { "epoch": 14.08599128846424, "grad_norm": 1.12237548828125, "learning_rate": 4.491831718953304e-05, "loss": 3.7681, "step": 200500 }, { "epoch": 14.1211184487846, "grad_norm": 1.114652395248413, "learning_rate": 4.4773745843573805e-05, "loss": 3.7697, "step": 201000 }, { "epoch": 14.15624560910496, "grad_norm": 1.165330410003662, "learning_rate": 4.4629174497614575e-05, "loss": 3.7669, "step": 201500 }, { "epoch": 14.19137276942532, "grad_norm": 1.0363140106201172, "learning_rate": 4.4484603151655346e-05, "loss": 3.7652, "step": 202000 }, { "epoch": 14.22649992974568, "grad_norm": 1.0935860872268677, "learning_rate": 4.434003180569612e-05, "loss": 3.7666, "step": 202500 }, { "epoch": 14.261627090066039, "grad_norm": 1.089687705039978, "learning_rate": 4.419546045973688e-05, "loss": 3.7684, "step": 203000 }, { "epoch": 14.2967542503864, "grad_norm": 1.118787169456482, "learning_rate": 4.405088911377765e-05, "loss": 3.7666, "step": 203500 }, { "epoch": 14.331881410706758, "grad_norm": 1.1370214223861694, "learning_rate": 4.390631776781842e-05, "loss": 3.7693, "step": 204000 }, { "epoch": 14.367008571027117, "grad_norm": 1.1776578426361084, "learning_rate": 4.3761746421859187e-05, "loss": 3.7663, "step": 204500 }, { "epoch": 14.402135731347478, "grad_norm": 1.0615099668502808, "learning_rate": 4.361717507589996e-05, "loss": 3.7644, "step": 205000 }, { "epoch": 14.437262891667837, "grad_norm": 1.094874382019043, "learning_rate": 4.347260372994073e-05, "loss": 3.7671, "step": 205500 }, { "epoch": 14.472390051988198, "grad_norm": 1.0545638799667358, "learning_rate": 4.33280323839815e-05, "loss": 3.7642, "step": 206000 }, { "epoch": 14.507517212308557, "grad_norm": 1.0935437679290771, "learning_rate": 4.318346103802226e-05, "loss": 3.7627, "step": 206500 }, { "epoch": 14.542644372628917, "grad_norm": 1.0788770914077759, "learning_rate": 4.3038889692063034e-05, "loss": 3.7619, "step": 207000 }, { "epoch": 14.577771532949276, "grad_norm": 1.0779285430908203, "learning_rate": 4.2894318346103804e-05, "loss": 3.7616, "step": 207500 }, { "epoch": 14.612898693269637, "grad_norm": 1.1573363542556763, "learning_rate": 4.2749747000144575e-05, "loss": 3.7632, "step": 208000 }, { "epoch": 14.648025853589996, "grad_norm": 1.1256577968597412, "learning_rate": 4.260517565418534e-05, "loss": 3.762, "step": 208500 }, { "epoch": 14.683153013910356, "grad_norm": 1.1223344802856445, "learning_rate": 4.246060430822611e-05, "loss": 3.762, "step": 209000 }, { "epoch": 14.718280174230715, "grad_norm": 1.0763652324676514, "learning_rate": 4.231603296226688e-05, "loss": 3.7624, "step": 209500 }, { "epoch": 14.753407334551074, "grad_norm": 1.0835922956466675, "learning_rate": 4.217146161630765e-05, "loss": 3.7614, "step": 210000 }, { "epoch": 14.753407334551074, "eval_accuracy": 0.6724020681050233, "eval_loss": 3.4574368000030518, "eval_runtime": 134.2712, "eval_samples_per_second": 898.972, "eval_steps_per_second": 5.623, "step": 210000 }, { "epoch": 14.788534494871435, "grad_norm": 1.123087763786316, "learning_rate": 4.2026890270348416e-05, "loss": 3.7604, "step": 210500 }, { "epoch": 14.823661655191794, "grad_norm": 1.1097919940948486, "learning_rate": 4.1882318924389186e-05, "loss": 3.7583, "step": 211000 }, { "epoch": 14.858788815512154, "grad_norm": 1.0269588232040405, "learning_rate": 4.173774757842996e-05, "loss": 3.7607, "step": 211500 }, { "epoch": 14.893915975832513, "grad_norm": 1.1044747829437256, "learning_rate": 4.159317623247073e-05, "loss": 3.758, "step": 212000 }, { "epoch": 14.929043136152874, "grad_norm": 1.1890785694122314, "learning_rate": 4.144860488651149e-05, "loss": 3.7611, "step": 212500 }, { "epoch": 14.964170296473233, "grad_norm": 1.1136363744735718, "learning_rate": 4.130403354055227e-05, "loss": 3.7614, "step": 213000 }, { "epoch": 14.999297456793593, "grad_norm": 1.0864790678024292, "learning_rate": 4.1159462194593033e-05, "loss": 3.7589, "step": 213500 }, { "epoch": 15.034424617113952, "grad_norm": 1.122802495956421, "learning_rate": 4.1014890848633804e-05, "loss": 3.7549, "step": 214000 }, { "epoch": 15.069551777434313, "grad_norm": 1.045833945274353, "learning_rate": 4.087031950267457e-05, "loss": 3.7564, "step": 214500 }, { "epoch": 15.104678937754672, "grad_norm": 1.1709121465682983, "learning_rate": 4.0725748156715346e-05, "loss": 3.757, "step": 215000 }, { "epoch": 15.13980609807503, "grad_norm": 1.0737279653549194, "learning_rate": 4.058117681075611e-05, "loss": 3.7524, "step": 215500 }, { "epoch": 15.174933258395392, "grad_norm": 1.0796692371368408, "learning_rate": 4.043660546479688e-05, "loss": 3.7561, "step": 216000 }, { "epoch": 15.21006041871575, "grad_norm": 1.0271170139312744, "learning_rate": 4.0292034118837645e-05, "loss": 3.7574, "step": 216500 }, { "epoch": 15.245187579036111, "grad_norm": 1.0409847497940063, "learning_rate": 4.014746277287842e-05, "loss": 3.7543, "step": 217000 }, { "epoch": 15.28031473935647, "grad_norm": 1.113217830657959, "learning_rate": 4.0002891426919186e-05, "loss": 3.7537, "step": 217500 }, { "epoch": 15.31544189967683, "grad_norm": 1.226541519165039, "learning_rate": 3.985832008095996e-05, "loss": 3.7532, "step": 218000 }, { "epoch": 15.35056905999719, "grad_norm": 1.1041687726974487, "learning_rate": 3.971374873500072e-05, "loss": 3.7541, "step": 218500 }, { "epoch": 15.38569622031755, "grad_norm": 1.0691336393356323, "learning_rate": 3.95691773890415e-05, "loss": 3.7529, "step": 219000 }, { "epoch": 15.42082338063791, "grad_norm": 1.135039210319519, "learning_rate": 3.942460604308226e-05, "loss": 3.7538, "step": 219500 }, { "epoch": 15.45595054095827, "grad_norm": 1.1539758443832397, "learning_rate": 3.928003469712303e-05, "loss": 3.7509, "step": 220000 }, { "epoch": 15.45595054095827, "eval_accuracy": 0.6740203555555773, "eval_loss": 3.4487600326538086, "eval_runtime": 136.4267, "eval_samples_per_second": 884.768, "eval_steps_per_second": 5.534, "step": 220000 }, { "epoch": 15.491077701278629, "grad_norm": 1.036586880683899, "learning_rate": 3.9135463351163804e-05, "loss": 3.7533, "step": 220500 }, { "epoch": 15.526204861598988, "grad_norm": 1.0971709489822388, "learning_rate": 3.899089200520457e-05, "loss": 3.754, "step": 221000 }, { "epoch": 15.561332021919348, "grad_norm": 1.0935513973236084, "learning_rate": 3.884632065924534e-05, "loss": 3.751, "step": 221500 }, { "epoch": 15.596459182239707, "grad_norm": 1.0288581848144531, "learning_rate": 3.870174931328611e-05, "loss": 3.7519, "step": 222000 }, { "epoch": 15.631586342560068, "grad_norm": 1.0612101554870605, "learning_rate": 3.855717796732688e-05, "loss": 3.7492, "step": 222500 }, { "epoch": 15.666713502880427, "grad_norm": 1.1137163639068604, "learning_rate": 3.8412606621367644e-05, "loss": 3.7508, "step": 223000 }, { "epoch": 15.701840663200787, "grad_norm": 1.1050989627838135, "learning_rate": 3.8268035275408415e-05, "loss": 3.7503, "step": 223500 }, { "epoch": 15.736967823521146, "grad_norm": 1.0861667394638062, "learning_rate": 3.812346392944918e-05, "loss": 3.7487, "step": 224000 }, { "epoch": 15.772094983841507, "grad_norm": 1.169948697090149, "learning_rate": 3.797889258348996e-05, "loss": 3.7458, "step": 224500 }, { "epoch": 15.807222144161866, "grad_norm": 1.1400046348571777, "learning_rate": 3.783432123753072e-05, "loss": 3.7459, "step": 225000 }, { "epoch": 15.842349304482227, "grad_norm": 1.094469666481018, "learning_rate": 3.768974989157149e-05, "loss": 3.7459, "step": 225500 }, { "epoch": 15.877476464802585, "grad_norm": 1.0615177154541016, "learning_rate": 3.754517854561226e-05, "loss": 3.7502, "step": 226000 }, { "epoch": 15.912603625122944, "grad_norm": 1.1277542114257812, "learning_rate": 3.740060719965303e-05, "loss": 3.7495, "step": 226500 }, { "epoch": 15.947730785443305, "grad_norm": 1.0778846740722656, "learning_rate": 3.72560358536938e-05, "loss": 3.7461, "step": 227000 }, { "epoch": 15.982857945763664, "grad_norm": 1.1428011655807495, "learning_rate": 3.711146450773457e-05, "loss": 3.7475, "step": 227500 }, { "epoch": 16.017985106084023, "grad_norm": 1.1642730236053467, "learning_rate": 3.696689316177534e-05, "loss": 3.7459, "step": 228000 }, { "epoch": 16.053112266404383, "grad_norm": 1.0904488563537598, "learning_rate": 3.682232181581611e-05, "loss": 3.7432, "step": 228500 }, { "epoch": 16.088239426724744, "grad_norm": 1.189934253692627, "learning_rate": 3.667775046985687e-05, "loss": 3.7424, "step": 229000 }, { "epoch": 16.123366587045105, "grad_norm": 1.0590540170669556, "learning_rate": 3.6533179123897644e-05, "loss": 3.7443, "step": 229500 }, { "epoch": 16.158493747365462, "grad_norm": 1.1176244020462036, "learning_rate": 3.6388607777938415e-05, "loss": 3.7456, "step": 230000 }, { "epoch": 16.158493747365462, "eval_accuracy": 0.6744550930748897, "eval_loss": 3.4445083141326904, "eval_runtime": 135.5044, "eval_samples_per_second": 890.79, "eval_steps_per_second": 5.572, "step": 230000 }, { "epoch": 16.193620907685823, "grad_norm": 1.0993369817733765, "learning_rate": 3.6244036431979186e-05, "loss": 3.7406, "step": 230500 }, { "epoch": 16.228748068006183, "grad_norm": 1.0925554037094116, "learning_rate": 3.609946508601995e-05, "loss": 3.7432, "step": 231000 }, { "epoch": 16.26387522832654, "grad_norm": 1.2375068664550781, "learning_rate": 3.595489374006073e-05, "loss": 3.7397, "step": 231500 }, { "epoch": 16.2990023886469, "grad_norm": 1.1000934839248657, "learning_rate": 3.581032239410149e-05, "loss": 3.7432, "step": 232000 }, { "epoch": 16.33412954896726, "grad_norm": 1.1983340978622437, "learning_rate": 3.566575104814226e-05, "loss": 3.7408, "step": 232500 }, { "epoch": 16.369256709287622, "grad_norm": 1.1128774881362915, "learning_rate": 3.5521179702183026e-05, "loss": 3.7412, "step": 233000 }, { "epoch": 16.40438386960798, "grad_norm": 1.1636124849319458, "learning_rate": 3.5376608356223804e-05, "loss": 3.74, "step": 233500 }, { "epoch": 16.43951102992834, "grad_norm": 1.082008719444275, "learning_rate": 3.523203701026457e-05, "loss": 3.7394, "step": 234000 }, { "epoch": 16.4746381902487, "grad_norm": 1.1031757593154907, "learning_rate": 3.508746566430534e-05, "loss": 3.7424, "step": 234500 }, { "epoch": 16.50976535056906, "grad_norm": 1.0792458057403564, "learning_rate": 3.49428943183461e-05, "loss": 3.7391, "step": 235000 }, { "epoch": 16.54489251088942, "grad_norm": 1.128117561340332, "learning_rate": 3.479832297238687e-05, "loss": 3.7379, "step": 235500 }, { "epoch": 16.58001967120978, "grad_norm": 1.1126629114151, "learning_rate": 3.4653751626427644e-05, "loss": 3.7415, "step": 236000 }, { "epoch": 16.61514683153014, "grad_norm": 1.1816858053207397, "learning_rate": 3.4509180280468415e-05, "loss": 3.7388, "step": 236500 }, { "epoch": 16.650273991850497, "grad_norm": 1.2019652128219604, "learning_rate": 3.436460893450918e-05, "loss": 3.7436, "step": 237000 }, { "epoch": 16.685401152170858, "grad_norm": 1.11158287525177, "learning_rate": 3.422003758854995e-05, "loss": 3.7393, "step": 237500 }, { "epoch": 16.72052831249122, "grad_norm": 1.1717816591262817, "learning_rate": 3.407546624259072e-05, "loss": 3.7387, "step": 238000 }, { "epoch": 16.75565547281158, "grad_norm": 1.1399754285812378, "learning_rate": 3.393089489663149e-05, "loss": 3.7405, "step": 238500 }, { "epoch": 16.790782633131936, "grad_norm": 1.1949219703674316, "learning_rate": 3.378632355067226e-05, "loss": 3.7365, "step": 239000 }, { "epoch": 16.825909793452297, "grad_norm": 1.0693680047988892, "learning_rate": 3.3641752204713026e-05, "loss": 3.7377, "step": 239500 }, { "epoch": 16.861036953772658, "grad_norm": 1.1649973392486572, "learning_rate": 3.3497180858753797e-05, "loss": 3.736, "step": 240000 }, { "epoch": 16.861036953772658, "eval_accuracy": 0.6753275933579761, "eval_loss": 3.4378044605255127, "eval_runtime": 147.3318, "eval_samples_per_second": 819.28, "eval_steps_per_second": 5.124, "step": 240000 }, { "epoch": 16.89616411409302, "grad_norm": 1.2256054878234863, "learning_rate": 3.335260951279456e-05, "loss": 3.7354, "step": 240500 }, { "epoch": 16.931291274413375, "grad_norm": 1.1687901020050049, "learning_rate": 3.320803816683534e-05, "loss": 3.7399, "step": 241000 }, { "epoch": 16.966418434733736, "grad_norm": 1.1551425457000732, "learning_rate": 3.30634668208761e-05, "loss": 3.7345, "step": 241500 }, { "epoch": 17.001545595054097, "grad_norm": 1.160975456237793, "learning_rate": 3.291889547491687e-05, "loss": 3.7395, "step": 242000 }, { "epoch": 17.036672755374454, "grad_norm": 1.1405760049819946, "learning_rate": 3.277432412895764e-05, "loss": 3.7382, "step": 242500 }, { "epoch": 17.071799915694815, "grad_norm": 1.0844274759292603, "learning_rate": 3.2629752782998414e-05, "loss": 3.7338, "step": 243000 }, { "epoch": 17.106927076015175, "grad_norm": 1.2275018692016602, "learning_rate": 3.248518143703918e-05, "loss": 3.7349, "step": 243500 }, { "epoch": 17.142054236335536, "grad_norm": 1.1637654304504395, "learning_rate": 3.234061009107995e-05, "loss": 3.7318, "step": 244000 }, { "epoch": 17.177181396655893, "grad_norm": 1.1421692371368408, "learning_rate": 3.219603874512072e-05, "loss": 3.7326, "step": 244500 }, { "epoch": 17.212308556976254, "grad_norm": 1.1641732454299927, "learning_rate": 3.205146739916149e-05, "loss": 3.7338, "step": 245000 }, { "epoch": 17.247435717296614, "grad_norm": 1.0615341663360596, "learning_rate": 3.1906896053202255e-05, "loss": 3.7315, "step": 245500 }, { "epoch": 17.282562877616975, "grad_norm": 1.1757549047470093, "learning_rate": 3.1762324707243026e-05, "loss": 3.7352, "step": 246000 }, { "epoch": 17.317690037937332, "grad_norm": 1.0860717296600342, "learning_rate": 3.1617753361283796e-05, "loss": 3.7314, "step": 246500 }, { "epoch": 17.352817198257693, "grad_norm": 1.085434913635254, "learning_rate": 3.147318201532457e-05, "loss": 3.7307, "step": 247000 }, { "epoch": 17.387944358578054, "grad_norm": 1.1140954494476318, "learning_rate": 3.132861066936533e-05, "loss": 3.7336, "step": 247500 }, { "epoch": 17.42307151889841, "grad_norm": 1.0659854412078857, "learning_rate": 3.11840393234061e-05, "loss": 3.7261, "step": 248000 }, { "epoch": 17.45819867921877, "grad_norm": 1.1735544204711914, "learning_rate": 3.103946797744687e-05, "loss": 3.7299, "step": 248500 }, { "epoch": 17.493325839539132, "grad_norm": 1.0841625928878784, "learning_rate": 3.0894896631487643e-05, "loss": 3.7279, "step": 249000 }, { "epoch": 17.528452999859493, "grad_norm": 1.1285041570663452, "learning_rate": 3.075032528552841e-05, "loss": 3.7275, "step": 249500 }, { "epoch": 17.56358016017985, "grad_norm": 1.1707388162612915, "learning_rate": 3.060575393956918e-05, "loss": 3.728, "step": 250000 }, { "epoch": 17.56358016017985, "eval_accuracy": 0.6762921466145205, "eval_loss": 3.4329540729522705, "eval_runtime": 139.2714, "eval_samples_per_second": 866.696, "eval_steps_per_second": 5.421, "step": 250000 }, { "epoch": 17.59870732050021, "grad_norm": 1.1041512489318848, "learning_rate": 3.046118259360995e-05, "loss": 3.7328, "step": 250500 }, { "epoch": 17.63383448082057, "grad_norm": 1.1091268062591553, "learning_rate": 3.0316611247650716e-05, "loss": 3.7256, "step": 251000 }, { "epoch": 17.668961641140932, "grad_norm": 1.0993403196334839, "learning_rate": 3.0172039901691484e-05, "loss": 3.7298, "step": 251500 }, { "epoch": 17.70408880146129, "grad_norm": 1.0888632535934448, "learning_rate": 3.0027468555732258e-05, "loss": 3.7292, "step": 252000 }, { "epoch": 17.73921596178165, "grad_norm": 1.1624661684036255, "learning_rate": 2.9882897209773025e-05, "loss": 3.7275, "step": 252500 }, { "epoch": 17.77434312210201, "grad_norm": 1.1163383722305298, "learning_rate": 2.9738325863813793e-05, "loss": 3.7274, "step": 253000 }, { "epoch": 17.809470282422367, "grad_norm": 1.1039903163909912, "learning_rate": 2.959375451785456e-05, "loss": 3.7292, "step": 253500 }, { "epoch": 17.844597442742728, "grad_norm": 1.1737174987792969, "learning_rate": 2.9449183171895334e-05, "loss": 3.726, "step": 254000 }, { "epoch": 17.87972460306309, "grad_norm": 1.0892473459243774, "learning_rate": 2.93046118259361e-05, "loss": 3.7291, "step": 254500 }, { "epoch": 17.91485176338345, "grad_norm": 1.0831233263015747, "learning_rate": 2.916004047997687e-05, "loss": 3.7283, "step": 255000 }, { "epoch": 17.949978923703807, "grad_norm": 1.2125272750854492, "learning_rate": 2.9015469134017636e-05, "loss": 3.7286, "step": 255500 }, { "epoch": 17.985106084024167, "grad_norm": 1.1826454401016235, "learning_rate": 2.887089778805841e-05, "loss": 3.7257, "step": 256000 }, { "epoch": 18.020233244344528, "grad_norm": 1.0991463661193848, "learning_rate": 2.8726326442099178e-05, "loss": 3.7279, "step": 256500 }, { "epoch": 18.05536040466489, "grad_norm": 1.1094375848770142, "learning_rate": 2.8581755096139945e-05, "loss": 3.7249, "step": 257000 }, { "epoch": 18.090487564985246, "grad_norm": 1.1255062818527222, "learning_rate": 2.843718375018072e-05, "loss": 3.7224, "step": 257500 }, { "epoch": 18.125614725305606, "grad_norm": 1.1805857419967651, "learning_rate": 2.8292612404221487e-05, "loss": 3.7252, "step": 258000 }, { "epoch": 18.160741885625967, "grad_norm": 1.1080857515335083, "learning_rate": 2.8148041058262254e-05, "loss": 3.7242, "step": 258500 }, { "epoch": 18.195869045946324, "grad_norm": 1.0906721353530884, "learning_rate": 2.800346971230302e-05, "loss": 3.7257, "step": 259000 }, { "epoch": 18.230996206266685, "grad_norm": 1.1306054592132568, "learning_rate": 2.7858898366343792e-05, "loss": 3.7258, "step": 259500 }, { "epoch": 18.266123366587045, "grad_norm": 1.2493983507156372, "learning_rate": 2.7714327020384563e-05, "loss": 3.7223, "step": 260000 }, { "epoch": 18.266123366587045, "eval_accuracy": 0.6771566661947445, "eval_loss": 3.4269628524780273, "eval_runtime": 138.9975, "eval_samples_per_second": 868.404, "eval_steps_per_second": 5.432, "step": 260000 }, { "epoch": 18.301250526907406, "grad_norm": 1.1990478038787842, "learning_rate": 2.756975567442533e-05, "loss": 3.7225, "step": 260500 }, { "epoch": 18.336377687227763, "grad_norm": 1.1356704235076904, "learning_rate": 2.7425184328466098e-05, "loss": 3.7205, "step": 261000 }, { "epoch": 18.371504847548124, "grad_norm": 1.0688560009002686, "learning_rate": 2.728061298250687e-05, "loss": 3.7249, "step": 261500 }, { "epoch": 18.406632007868485, "grad_norm": 1.089322566986084, "learning_rate": 2.7136041636547636e-05, "loss": 3.723, "step": 262000 }, { "epoch": 18.441759168188845, "grad_norm": 1.2481943368911743, "learning_rate": 2.6991470290588407e-05, "loss": 3.719, "step": 262500 }, { "epoch": 18.476886328509202, "grad_norm": 1.0918136835098267, "learning_rate": 2.6846898944629178e-05, "loss": 3.7179, "step": 263000 }, { "epoch": 18.512013488829563, "grad_norm": 1.190004825592041, "learning_rate": 2.6702327598669945e-05, "loss": 3.7188, "step": 263500 }, { "epoch": 18.547140649149924, "grad_norm": 1.1181012392044067, "learning_rate": 2.6557756252710713e-05, "loss": 3.7188, "step": 264000 }, { "epoch": 18.58226780947028, "grad_norm": 1.0874921083450317, "learning_rate": 2.641318490675148e-05, "loss": 3.7183, "step": 264500 }, { "epoch": 18.61739496979064, "grad_norm": 1.209376335144043, "learning_rate": 2.6268613560792254e-05, "loss": 3.7206, "step": 265000 }, { "epoch": 18.652522130111002, "grad_norm": 1.1031169891357422, "learning_rate": 2.612404221483302e-05, "loss": 3.7215, "step": 265500 }, { "epoch": 18.687649290431363, "grad_norm": 1.1632440090179443, "learning_rate": 2.597947086887379e-05, "loss": 3.7189, "step": 266000 }, { "epoch": 18.72277645075172, "grad_norm": 1.1632835865020752, "learning_rate": 2.5834899522914556e-05, "loss": 3.7221, "step": 266500 }, { "epoch": 18.75790361107208, "grad_norm": 1.1051679849624634, "learning_rate": 2.569032817695533e-05, "loss": 3.7195, "step": 267000 }, { "epoch": 18.79303077139244, "grad_norm": 1.134438157081604, "learning_rate": 2.5545756830996098e-05, "loss": 3.7214, "step": 267500 }, { "epoch": 18.828157931712802, "grad_norm": 1.124955654144287, "learning_rate": 2.5401185485036865e-05, "loss": 3.7189, "step": 268000 }, { "epoch": 18.86328509203316, "grad_norm": 1.1189135313034058, "learning_rate": 2.5256614139077633e-05, "loss": 3.7182, "step": 268500 }, { "epoch": 18.89841225235352, "grad_norm": 1.2001628875732422, "learning_rate": 2.5112042793118407e-05, "loss": 3.7186, "step": 269000 }, { "epoch": 18.93353941267388, "grad_norm": 1.1196178197860718, "learning_rate": 2.4967471447159174e-05, "loss": 3.7174, "step": 269500 }, { "epoch": 18.968666572994238, "grad_norm": 1.0874722003936768, "learning_rate": 2.4822900101199945e-05, "loss": 3.7195, "step": 270000 }, { "epoch": 18.968666572994238, "eval_accuracy": 0.6780094265912249, "eval_loss": 3.421011447906494, "eval_runtime": 135.7318, "eval_samples_per_second": 889.298, "eval_steps_per_second": 5.562, "step": 270000 }, { "epoch": 19.0037937333146, "grad_norm": 1.1497821807861328, "learning_rate": 2.4678328755240712e-05, "loss": 3.719, "step": 270500 }, { "epoch": 19.03892089363496, "grad_norm": 1.166760802268982, "learning_rate": 2.4533757409281483e-05, "loss": 3.7147, "step": 271000 }, { "epoch": 19.07404805395532, "grad_norm": 1.112505316734314, "learning_rate": 2.438918606332225e-05, "loss": 3.7169, "step": 271500 }, { "epoch": 19.109175214275677, "grad_norm": 1.0959382057189941, "learning_rate": 2.424461471736302e-05, "loss": 3.7152, "step": 272000 }, { "epoch": 19.144302374596037, "grad_norm": 1.1270334720611572, "learning_rate": 2.410004337140379e-05, "loss": 3.7155, "step": 272500 }, { "epoch": 19.179429534916398, "grad_norm": 1.2032307386398315, "learning_rate": 2.395547202544456e-05, "loss": 3.7152, "step": 273000 }, { "epoch": 19.21455669523676, "grad_norm": 1.2107353210449219, "learning_rate": 2.3810900679485327e-05, "loss": 3.7132, "step": 273500 }, { "epoch": 19.249683855557116, "grad_norm": 1.0875844955444336, "learning_rate": 2.3666329333526098e-05, "loss": 3.7146, "step": 274000 }, { "epoch": 19.284811015877477, "grad_norm": 1.1689175367355347, "learning_rate": 2.3521757987566865e-05, "loss": 3.7141, "step": 274500 }, { "epoch": 19.319938176197837, "grad_norm": 1.15033757686615, "learning_rate": 2.3377186641607636e-05, "loss": 3.7155, "step": 275000 }, { "epoch": 19.355065336518194, "grad_norm": 1.1002916097640991, "learning_rate": 2.3232615295648403e-05, "loss": 3.7166, "step": 275500 }, { "epoch": 19.390192496838555, "grad_norm": 1.0819830894470215, "learning_rate": 2.3088043949689174e-05, "loss": 3.7114, "step": 276000 }, { "epoch": 19.425319657158916, "grad_norm": 1.110970377922058, "learning_rate": 2.2943472603729945e-05, "loss": 3.7161, "step": 276500 }, { "epoch": 19.460446817479276, "grad_norm": 1.1547013521194458, "learning_rate": 2.2798901257770712e-05, "loss": 3.7109, "step": 277000 }, { "epoch": 19.495573977799634, "grad_norm": 1.1552664041519165, "learning_rate": 2.265432991181148e-05, "loss": 3.7151, "step": 277500 }, { "epoch": 19.530701138119994, "grad_norm": 1.1739439964294434, "learning_rate": 2.250975856585225e-05, "loss": 3.7121, "step": 278000 }, { "epoch": 19.565828298440355, "grad_norm": 1.1144962310791016, "learning_rate": 2.2365187219893018e-05, "loss": 3.7142, "step": 278500 }, { "epoch": 19.600955458760716, "grad_norm": 1.122421145439148, "learning_rate": 2.2220615873933785e-05, "loss": 3.7112, "step": 279000 }, { "epoch": 19.636082619081073, "grad_norm": 1.150740146636963, "learning_rate": 2.2076044527974556e-05, "loss": 3.7137, "step": 279500 }, { "epoch": 19.671209779401433, "grad_norm": 1.1842594146728516, "learning_rate": 2.1931473182015323e-05, "loss": 3.7104, "step": 280000 }, { "epoch": 19.671209779401433, "eval_accuracy": 0.6789739412605793, "eval_loss": 3.4155983924865723, "eval_runtime": 139.0053, "eval_samples_per_second": 868.356, "eval_steps_per_second": 5.431, "step": 280000 }, { "epoch": 19.706336939721794, "grad_norm": 1.103110671043396, "learning_rate": 2.1786901836056094e-05, "loss": 3.7144, "step": 280500 }, { "epoch": 19.74146410004215, "grad_norm": 1.0898276567459106, "learning_rate": 2.164233049009686e-05, "loss": 3.7129, "step": 281000 }, { "epoch": 19.776591260362512, "grad_norm": 1.1253899335861206, "learning_rate": 2.1497759144137632e-05, "loss": 3.7117, "step": 281500 }, { "epoch": 19.811718420682872, "grad_norm": 1.1312872171401978, "learning_rate": 2.1353187798178403e-05, "loss": 3.7105, "step": 282000 }, { "epoch": 19.846845581003233, "grad_norm": 1.2385282516479492, "learning_rate": 2.120861645221917e-05, "loss": 3.7113, "step": 282500 }, { "epoch": 19.88197274132359, "grad_norm": 1.1235606670379639, "learning_rate": 2.106404510625994e-05, "loss": 3.7094, "step": 283000 }, { "epoch": 19.91709990164395, "grad_norm": 1.2216262817382812, "learning_rate": 2.091947376030071e-05, "loss": 3.7147, "step": 283500 }, { "epoch": 19.95222706196431, "grad_norm": 1.1158368587493896, "learning_rate": 2.077490241434148e-05, "loss": 3.7087, "step": 284000 }, { "epoch": 19.987354222284672, "grad_norm": 1.1191985607147217, "learning_rate": 2.0630331068382247e-05, "loss": 3.7104, "step": 284500 }, { "epoch": 20.02248138260503, "grad_norm": 1.1592704057693481, "learning_rate": 2.0485759722423017e-05, "loss": 3.7128, "step": 285000 }, { "epoch": 20.05760854292539, "grad_norm": 1.1146634817123413, "learning_rate": 2.0341188376463785e-05, "loss": 3.7073, "step": 285500 }, { "epoch": 20.09273570324575, "grad_norm": 1.1642574071884155, "learning_rate": 2.0196617030504556e-05, "loss": 3.7073, "step": 286000 }, { "epoch": 20.127862863566108, "grad_norm": 1.0674467086791992, "learning_rate": 2.0052045684545323e-05, "loss": 3.707, "step": 286500 }, { "epoch": 20.16299002388647, "grad_norm": 1.1526765823364258, "learning_rate": 1.9907474338586094e-05, "loss": 3.7079, "step": 287000 }, { "epoch": 20.19811718420683, "grad_norm": 1.11869215965271, "learning_rate": 1.976290299262686e-05, "loss": 3.7074, "step": 287500 }, { "epoch": 20.23324434452719, "grad_norm": 1.1538423299789429, "learning_rate": 1.9618331646667632e-05, "loss": 3.708, "step": 288000 }, { "epoch": 20.268371504847547, "grad_norm": 1.2199963331222534, "learning_rate": 1.9473760300708403e-05, "loss": 3.7048, "step": 288500 }, { "epoch": 20.303498665167908, "grad_norm": 1.1896425485610962, "learning_rate": 1.932918895474917e-05, "loss": 3.7088, "step": 289000 }, { "epoch": 20.33862582548827, "grad_norm": 1.1344529390335083, "learning_rate": 1.918461760878994e-05, "loss": 3.7076, "step": 289500 }, { "epoch": 20.37375298580863, "grad_norm": 1.134081482887268, "learning_rate": 1.9040046262830708e-05, "loss": 3.7086, "step": 290000 }, { "epoch": 20.37375298580863, "eval_accuracy": 0.6796801377476835, "eval_loss": 3.4104647636413574, "eval_runtime": 135.3877, "eval_samples_per_second": 891.558, "eval_steps_per_second": 5.577, "step": 290000 }, { "epoch": 20.408880146128986, "grad_norm": 1.1230337619781494, "learning_rate": 1.889547491687148e-05, "loss": 3.7059, "step": 290500 }, { "epoch": 20.444007306449347, "grad_norm": 1.1675646305084229, "learning_rate": 1.8750903570912246e-05, "loss": 3.7082, "step": 291000 }, { "epoch": 20.479134466769708, "grad_norm": 1.174786925315857, "learning_rate": 1.8606332224953017e-05, "loss": 3.7032, "step": 291500 }, { "epoch": 20.514261627090065, "grad_norm": 1.1421759128570557, "learning_rate": 1.8461760878993785e-05, "loss": 3.7056, "step": 292000 }, { "epoch": 20.549388787410425, "grad_norm": 1.1594599485397339, "learning_rate": 1.8317189533034555e-05, "loss": 3.7045, "step": 292500 }, { "epoch": 20.584515947730786, "grad_norm": 1.1131938695907593, "learning_rate": 1.8172618187075323e-05, "loss": 3.7061, "step": 293000 }, { "epoch": 20.619643108051147, "grad_norm": 1.1961661577224731, "learning_rate": 1.8028046841116093e-05, "loss": 3.7078, "step": 293500 }, { "epoch": 20.654770268371504, "grad_norm": 1.0960444211959839, "learning_rate": 1.788347549515686e-05, "loss": 3.7034, "step": 294000 }, { "epoch": 20.689897428691864, "grad_norm": 1.1319866180419922, "learning_rate": 1.7738904149197628e-05, "loss": 3.7053, "step": 294500 }, { "epoch": 20.725024589012225, "grad_norm": 1.16361403465271, "learning_rate": 1.75943328032384e-05, "loss": 3.7053, "step": 295000 }, { "epoch": 20.760151749332586, "grad_norm": 1.1448746919631958, "learning_rate": 1.7449761457279166e-05, "loss": 3.7062, "step": 295500 }, { "epoch": 20.795278909652943, "grad_norm": 1.0977457761764526, "learning_rate": 1.7305190111319937e-05, "loss": 3.7028, "step": 296000 }, { "epoch": 20.830406069973304, "grad_norm": 1.1030011177062988, "learning_rate": 1.7160618765360705e-05, "loss": 3.7036, "step": 296500 }, { "epoch": 20.865533230293664, "grad_norm": 1.0698529481887817, "learning_rate": 1.7016047419401475e-05, "loss": 3.7017, "step": 297000 }, { "epoch": 20.90066039061402, "grad_norm": 1.0933773517608643, "learning_rate": 1.6871476073442243e-05, "loss": 3.7061, "step": 297500 }, { "epoch": 20.935787550934382, "grad_norm": 1.1930452585220337, "learning_rate": 1.6726904727483014e-05, "loss": 3.7048, "step": 298000 }, { "epoch": 20.970914711254743, "grad_norm": 1.1529662609100342, "learning_rate": 1.658233338152378e-05, "loss": 3.7051, "step": 298500 }, { "epoch": 21.006041871575103, "grad_norm": 1.1338509321212769, "learning_rate": 1.6437762035564552e-05, "loss": 3.7037, "step": 299000 }, { "epoch": 21.04116903189546, "grad_norm": 1.1432526111602783, "learning_rate": 1.629319068960532e-05, "loss": 3.7043, "step": 299500 }, { "epoch": 21.07629619221582, "grad_norm": 1.0891770124435425, "learning_rate": 1.614861934364609e-05, "loss": 3.7002, "step": 300000 }, { "epoch": 21.07629619221582, "eval_accuracy": 0.6803094698179593, "eval_loss": 3.4070346355438232, "eval_runtime": 135.9572, "eval_samples_per_second": 887.824, "eval_steps_per_second": 5.553, "step": 300000 }, { "epoch": 21.111423352536182, "grad_norm": 1.1525535583496094, "learning_rate": 1.6004047997686857e-05, "loss": 3.7015, "step": 300500 }, { "epoch": 21.14655051285654, "grad_norm": 1.1834564208984375, "learning_rate": 1.5859476651727628e-05, "loss": 3.7037, "step": 301000 }, { "epoch": 21.1816776731769, "grad_norm": 1.1772528886795044, "learning_rate": 1.57149053057684e-05, "loss": 3.7023, "step": 301500 }, { "epoch": 21.21680483349726, "grad_norm": 1.163122296333313, "learning_rate": 1.5570333959809166e-05, "loss": 3.7057, "step": 302000 }, { "epoch": 21.25193199381762, "grad_norm": 1.0979679822921753, "learning_rate": 1.5425762613849937e-05, "loss": 3.6989, "step": 302500 }, { "epoch": 21.287059154137978, "grad_norm": 1.1861684322357178, "learning_rate": 1.5281191267890704e-05, "loss": 3.7015, "step": 303000 }, { "epoch": 21.32218631445834, "grad_norm": 1.112101674079895, "learning_rate": 1.5136619921931475e-05, "loss": 3.7004, "step": 303500 }, { "epoch": 21.3573134747787, "grad_norm": 1.1137944459915161, "learning_rate": 1.4992048575972243e-05, "loss": 3.6977, "step": 304000 }, { "epoch": 21.39244063509906, "grad_norm": 1.1729108095169067, "learning_rate": 1.4847477230013013e-05, "loss": 3.7014, "step": 304500 }, { "epoch": 21.427567795419417, "grad_norm": 1.1489734649658203, "learning_rate": 1.470290588405378e-05, "loss": 3.698, "step": 305000 }, { "epoch": 21.462694955739778, "grad_norm": 1.221509575843811, "learning_rate": 1.4558334538094551e-05, "loss": 3.6999, "step": 305500 }, { "epoch": 21.49782211606014, "grad_norm": 1.23967444896698, "learning_rate": 1.4413763192135319e-05, "loss": 3.6997, "step": 306000 }, { "epoch": 21.532949276380496, "grad_norm": 1.2451962232589722, "learning_rate": 1.4269191846176088e-05, "loss": 3.6991, "step": 306500 }, { "epoch": 21.568076436700856, "grad_norm": 1.192785620689392, "learning_rate": 1.4124620500216857e-05, "loss": 3.6975, "step": 307000 }, { "epoch": 21.603203597021217, "grad_norm": 1.1372467279434204, "learning_rate": 1.3980049154257626e-05, "loss": 3.6983, "step": 307500 }, { "epoch": 21.638330757341578, "grad_norm": 1.20252525806427, "learning_rate": 1.3835477808298397e-05, "loss": 3.7064, "step": 308000 }, { "epoch": 21.673457917661935, "grad_norm": 1.1753140687942505, "learning_rate": 1.3690906462339164e-05, "loss": 3.7002, "step": 308500 }, { "epoch": 21.708585077982296, "grad_norm": 1.142754316329956, "learning_rate": 1.3546335116379935e-05, "loss": 3.6979, "step": 309000 }, { "epoch": 21.743712238302656, "grad_norm": 1.1272801160812378, "learning_rate": 1.3401763770420702e-05, "loss": 3.6971, "step": 309500 }, { "epoch": 21.778839398623017, "grad_norm": 1.1040281057357788, "learning_rate": 1.3257192424461473e-05, "loss": 3.698, "step": 310000 }, { "epoch": 21.778839398623017, "eval_accuracy": 0.6811742246203961, "eval_loss": 3.401301145553589, "eval_runtime": 136.6607, "eval_samples_per_second": 883.253, "eval_steps_per_second": 5.525, "step": 310000 }, { "epoch": 21.813966558943374, "grad_norm": 1.1779478788375854, "learning_rate": 1.311262107850224e-05, "loss": 3.6953, "step": 310500 }, { "epoch": 21.849093719263735, "grad_norm": 1.2097868919372559, "learning_rate": 1.2968049732543011e-05, "loss": 3.6949, "step": 311000 }, { "epoch": 21.884220879584095, "grad_norm": 1.1302045583724976, "learning_rate": 1.2823478386583779e-05, "loss": 3.6998, "step": 311500 }, { "epoch": 21.919348039904452, "grad_norm": 1.0829895734786987, "learning_rate": 1.267890704062455e-05, "loss": 3.6946, "step": 312000 }, { "epoch": 21.954475200224813, "grad_norm": 1.1204338073730469, "learning_rate": 1.2534335694665317e-05, "loss": 3.698, "step": 312500 }, { "epoch": 21.989602360545174, "grad_norm": 1.1794413328170776, "learning_rate": 1.2389764348706088e-05, "loss": 3.6991, "step": 313000 }, { "epoch": 22.024729520865534, "grad_norm": 1.151856780052185, "learning_rate": 1.2245193002746857e-05, "loss": 3.6959, "step": 313500 }, { "epoch": 22.05985668118589, "grad_norm": 1.172200322151184, "learning_rate": 1.2100621656787626e-05, "loss": 3.6929, "step": 314000 }, { "epoch": 22.094983841506252, "grad_norm": 1.1896703243255615, "learning_rate": 1.1956050310828395e-05, "loss": 3.6986, "step": 314500 }, { "epoch": 22.130111001826613, "grad_norm": 1.1245017051696777, "learning_rate": 1.1811478964869162e-05, "loss": 3.6945, "step": 315000 }, { "epoch": 22.165238162146974, "grad_norm": 1.1526340246200562, "learning_rate": 1.1666907618909931e-05, "loss": 3.6914, "step": 315500 }, { "epoch": 22.20036532246733, "grad_norm": 1.0916378498077393, "learning_rate": 1.15223362729507e-05, "loss": 3.6925, "step": 316000 }, { "epoch": 22.23549248278769, "grad_norm": 1.1332939863204956, "learning_rate": 1.137776492699147e-05, "loss": 3.6958, "step": 316500 }, { "epoch": 22.270619643108052, "grad_norm": 1.162461280822754, "learning_rate": 1.123319358103224e-05, "loss": 3.6953, "step": 317000 }, { "epoch": 22.30574680342841, "grad_norm": 1.13168466091156, "learning_rate": 1.108862223507301e-05, "loss": 3.6952, "step": 317500 }, { "epoch": 22.34087396374877, "grad_norm": 1.085618495941162, "learning_rate": 1.0944050889113779e-05, "loss": 3.6935, "step": 318000 }, { "epoch": 22.37600112406913, "grad_norm": 1.1397286653518677, "learning_rate": 1.0799479543154548e-05, "loss": 3.6963, "step": 318500 }, { "epoch": 22.41112828438949, "grad_norm": 1.1780164241790771, "learning_rate": 1.0654908197195317e-05, "loss": 3.6935, "step": 319000 }, { "epoch": 22.44625544470985, "grad_norm": 1.1332197189331055, "learning_rate": 1.0510336851236086e-05, "loss": 3.6918, "step": 319500 }, { "epoch": 22.48138260503021, "grad_norm": 1.2165111303329468, "learning_rate": 1.0365765505276855e-05, "loss": 3.6915, "step": 320000 }, { "epoch": 22.48138260503021, "eval_accuracy": 0.6813662909472582, "eval_loss": 3.398728370666504, "eval_runtime": 136.4626, "eval_samples_per_second": 884.535, "eval_steps_per_second": 5.533, "step": 320000 }, { "epoch": 22.51650976535057, "grad_norm": 1.1656314134597778, "learning_rate": 1.0221194159317624e-05, "loss": 3.6948, "step": 320500 }, { "epoch": 22.55163692567093, "grad_norm": 1.1767264604568481, "learning_rate": 1.0076622813358393e-05, "loss": 3.6989, "step": 321000 }, { "epoch": 22.586764085991287, "grad_norm": 1.1991188526153564, "learning_rate": 9.932051467399162e-06, "loss": 3.6952, "step": 321500 }, { "epoch": 22.621891246311648, "grad_norm": 1.197310447692871, "learning_rate": 9.787480121439931e-06, "loss": 3.6924, "step": 322000 }, { "epoch": 22.65701840663201, "grad_norm": 1.1502188444137573, "learning_rate": 9.6429087754807e-06, "loss": 3.6942, "step": 322500 }, { "epoch": 22.692145566952366, "grad_norm": 1.1106452941894531, "learning_rate": 9.49833742952147e-06, "loss": 3.6942, "step": 323000 }, { "epoch": 22.727272727272727, "grad_norm": 1.1478626728057861, "learning_rate": 9.353766083562238e-06, "loss": 3.6924, "step": 323500 }, { "epoch": 22.762399887593087, "grad_norm": 1.1238915920257568, "learning_rate": 9.209194737603008e-06, "loss": 3.6901, "step": 324000 }, { "epoch": 22.797527047913448, "grad_norm": 1.1469053030014038, "learning_rate": 9.064623391643777e-06, "loss": 3.6945, "step": 324500 }, { "epoch": 22.832654208233805, "grad_norm": 1.1498441696166992, "learning_rate": 8.920052045684546e-06, "loss": 3.6937, "step": 325000 }, { "epoch": 22.867781368554166, "grad_norm": 1.1367475986480713, "learning_rate": 8.775480699725315e-06, "loss": 3.6929, "step": 325500 }, { "epoch": 22.902908528874526, "grad_norm": 1.1764289140701294, "learning_rate": 8.630909353766084e-06, "loss": 3.6948, "step": 326000 }, { "epoch": 22.938035689194887, "grad_norm": 1.205005407333374, "learning_rate": 8.486338007806853e-06, "loss": 3.6905, "step": 326500 }, { "epoch": 22.973162849515244, "grad_norm": 1.176540493965149, "learning_rate": 8.341766661847622e-06, "loss": 3.6866, "step": 327000 }, { "epoch": 23.008290009835605, "grad_norm": 1.1330305337905884, "learning_rate": 8.197195315888391e-06, "loss": 3.6926, "step": 327500 }, { "epoch": 23.043417170155966, "grad_norm": 1.1623578071594238, "learning_rate": 8.05262396992916e-06, "loss": 3.6917, "step": 328000 }, { "epoch": 23.078544330476323, "grad_norm": 1.1747080087661743, "learning_rate": 7.90805262396993e-06, "loss": 3.6868, "step": 328500 }, { "epoch": 23.113671490796683, "grad_norm": 1.2508447170257568, "learning_rate": 7.763481278010698e-06, "loss": 3.6907, "step": 329000 }, { "epoch": 23.148798651117044, "grad_norm": 1.1551564931869507, "learning_rate": 7.618909932051468e-06, "loss": 3.6928, "step": 329500 }, { "epoch": 23.183925811437405, "grad_norm": 1.1579604148864746, "learning_rate": 7.474338586092237e-06, "loss": 3.6909, "step": 330000 }, { "epoch": 23.183925811437405, "eval_accuracy": 0.6818435829692937, "eval_loss": 3.396228551864624, "eval_runtime": 136.1565, "eval_samples_per_second": 886.524, "eval_steps_per_second": 5.545, "step": 330000 }, { "epoch": 23.219052971757762, "grad_norm": 1.1311612129211426, "learning_rate": 7.3297672401330065e-06, "loss": 3.6861, "step": 330500 }, { "epoch": 23.254180132078123, "grad_norm": 1.278993010520935, "learning_rate": 7.1851958941737756e-06, "loss": 3.6901, "step": 331000 }, { "epoch": 23.289307292398483, "grad_norm": 1.1452503204345703, "learning_rate": 7.040624548214545e-06, "loss": 3.6892, "step": 331500 }, { "epoch": 23.324434452718844, "grad_norm": 1.1354631185531616, "learning_rate": 6.896053202255314e-06, "loss": 3.6949, "step": 332000 }, { "epoch": 23.3595616130392, "grad_norm": 1.1522068977355957, "learning_rate": 6.751481856296083e-06, "loss": 3.6907, "step": 332500 }, { "epoch": 23.39468877335956, "grad_norm": 1.1194485425949097, "learning_rate": 6.606910510336851e-06, "loss": 3.6859, "step": 333000 }, { "epoch": 23.429815933679922, "grad_norm": 1.160535216331482, "learning_rate": 6.46233916437762e-06, "loss": 3.6874, "step": 333500 }, { "epoch": 23.46494309400028, "grad_norm": 1.1213781833648682, "learning_rate": 6.317767818418389e-06, "loss": 3.6884, "step": 334000 }, { "epoch": 23.50007025432064, "grad_norm": 1.1670405864715576, "learning_rate": 6.173196472459159e-06, "loss": 3.6906, "step": 334500 }, { "epoch": 23.535197414641, "grad_norm": 1.0877423286437988, "learning_rate": 6.028625126499928e-06, "loss": 3.6919, "step": 335000 }, { "epoch": 23.57032457496136, "grad_norm": 1.1785836219787598, "learning_rate": 5.884053780540697e-06, "loss": 3.6887, "step": 335500 }, { "epoch": 23.60545173528172, "grad_norm": 1.1489542722702026, "learning_rate": 5.739482434581466e-06, "loss": 3.6874, "step": 336000 }, { "epoch": 23.64057889560208, "grad_norm": 1.1612714529037476, "learning_rate": 5.5949110886222355e-06, "loss": 3.6848, "step": 336500 }, { "epoch": 23.67570605592244, "grad_norm": 1.1745002269744873, "learning_rate": 5.4503397426630046e-06, "loss": 3.6903, "step": 337000 }, { "epoch": 23.7108332162428, "grad_norm": 1.1236752271652222, "learning_rate": 5.305768396703774e-06, "loss": 3.6833, "step": 337500 }, { "epoch": 23.745960376563158, "grad_norm": 1.1431001424789429, "learning_rate": 5.161197050744543e-06, "loss": 3.6867, "step": 338000 }, { "epoch": 23.78108753688352, "grad_norm": 1.1044416427612305, "learning_rate": 5.016625704785312e-06, "loss": 3.6854, "step": 338500 }, { "epoch": 23.81621469720388, "grad_norm": 1.1204737424850464, "learning_rate": 4.872054358826081e-06, "loss": 3.6883, "step": 339000 }, { "epoch": 23.851341857524236, "grad_norm": 1.150956392288208, "learning_rate": 4.72748301286685e-06, "loss": 3.6874, "step": 339500 }, { "epoch": 23.886469017844597, "grad_norm": 1.191972017288208, "learning_rate": 4.582911666907619e-06, "loss": 3.6883, "step": 340000 }, { "epoch": 23.886469017844597, "eval_accuracy": 0.682490029681647, "eval_loss": 3.3932995796203613, "eval_runtime": 137.5476, "eval_samples_per_second": 877.558, "eval_steps_per_second": 5.489, "step": 340000 }, { "epoch": 23.921596178164958, "grad_norm": 1.17784583568573, "learning_rate": 4.438340320948388e-06, "loss": 3.6861, "step": 340500 }, { "epoch": 23.956723338485318, "grad_norm": 1.1280088424682617, "learning_rate": 4.293768974989157e-06, "loss": 3.6877, "step": 341000 }, { "epoch": 23.991850498805675, "grad_norm": 1.0852442979812622, "learning_rate": 4.149197629029926e-06, "loss": 3.6878, "step": 341500 }, { "epoch": 24.026977659126036, "grad_norm": 1.108507752418518, "learning_rate": 4.004626283070695e-06, "loss": 3.6895, "step": 342000 }, { "epoch": 24.062104819446397, "grad_norm": 1.2238554954528809, "learning_rate": 3.8600549371114645e-06, "loss": 3.6869, "step": 342500 }, { "epoch": 24.097231979766757, "grad_norm": 1.1142975091934204, "learning_rate": 3.7154835911522336e-06, "loss": 3.6853, "step": 343000 }, { "epoch": 24.132359140087114, "grad_norm": 1.1270474195480347, "learning_rate": 3.5709122451930026e-06, "loss": 3.6875, "step": 343500 }, { "epoch": 24.167486300407475, "grad_norm": 1.140702486038208, "learning_rate": 3.426340899233772e-06, "loss": 3.6897, "step": 344000 }, { "epoch": 24.202613460727836, "grad_norm": 1.1378307342529297, "learning_rate": 3.2817695532745412e-06, "loss": 3.6873, "step": 344500 }, { "epoch": 24.237740621048193, "grad_norm": 1.1261718273162842, "learning_rate": 3.1371982073153103e-06, "loss": 3.6895, "step": 345000 }, { "epoch": 24.272867781368554, "grad_norm": 1.2305586338043213, "learning_rate": 2.9926268613560794e-06, "loss": 3.6867, "step": 345500 }, { "epoch": 24.307994941688914, "grad_norm": 1.1221165657043457, "learning_rate": 2.8480555153968485e-06, "loss": 3.6842, "step": 346000 }, { "epoch": 24.343122102009275, "grad_norm": 1.1741433143615723, "learning_rate": 2.7034841694376176e-06, "loss": 3.683, "step": 346500 }, { "epoch": 24.378249262329632, "grad_norm": 1.1471890211105347, "learning_rate": 2.5589128234783866e-06, "loss": 3.6866, "step": 347000 }, { "epoch": 24.413376422649993, "grad_norm": 1.2041131258010864, "learning_rate": 2.414341477519156e-06, "loss": 3.6845, "step": 347500 }, { "epoch": 24.448503582970353, "grad_norm": 1.133492350578308, "learning_rate": 2.269770131559925e-06, "loss": 3.6856, "step": 348000 }, { "epoch": 24.483630743290714, "grad_norm": 1.1298537254333496, "learning_rate": 2.125198785600694e-06, "loss": 3.684, "step": 348500 }, { "epoch": 24.51875790361107, "grad_norm": 1.0692825317382812, "learning_rate": 1.980627439641463e-06, "loss": 3.6832, "step": 349000 }, { "epoch": 24.553885063931432, "grad_norm": 1.1416022777557373, "learning_rate": 1.8360560936822323e-06, "loss": 3.6816, "step": 349500 }, { "epoch": 24.589012224251793, "grad_norm": 1.1415365934371948, "learning_rate": 1.6914847477230013e-06, "loss": 3.6867, "step": 350000 }, { "epoch": 24.589012224251793, "eval_accuracy": 0.6828799528534023, "eval_loss": 3.3902640342712402, "eval_runtime": 136.9373, "eval_samples_per_second": 881.469, "eval_steps_per_second": 5.513, "step": 350000 }, { "epoch": 24.62413938457215, "grad_norm": 1.1606513261795044, "learning_rate": 1.5469134017637704e-06, "loss": 3.6842, "step": 350500 }, { "epoch": 24.65926654489251, "grad_norm": 1.1781175136566162, "learning_rate": 1.4023420558045395e-06, "loss": 3.6819, "step": 351000 }, { "epoch": 24.69439370521287, "grad_norm": 1.1214185953140259, "learning_rate": 1.2577707098453088e-06, "loss": 3.6832, "step": 351500 }, { "epoch": 24.72952086553323, "grad_norm": 1.1757885217666626, "learning_rate": 1.1131993638860779e-06, "loss": 3.6851, "step": 352000 }, { "epoch": 24.76464802585359, "grad_norm": 1.1694167852401733, "learning_rate": 9.68628017926847e-07, "loss": 3.6842, "step": 352500 }, { "epoch": 24.79977518617395, "grad_norm": 1.1446681022644043, "learning_rate": 8.240566719676161e-07, "loss": 3.6846, "step": 353000 }, { "epoch": 24.83490234649431, "grad_norm": 1.1173033714294434, "learning_rate": 6.794853260083851e-07, "loss": 3.6828, "step": 353500 }, { "epoch": 24.870029506814667, "grad_norm": 1.1385812759399414, "learning_rate": 5.349139800491543e-07, "loss": 3.6858, "step": 354000 }, { "epoch": 24.905156667135028, "grad_norm": 1.1264246702194214, "learning_rate": 3.903426340899234e-07, "loss": 3.6856, "step": 354500 }, { "epoch": 24.94028382745539, "grad_norm": 1.1489578485488892, "learning_rate": 2.457712881306925e-07, "loss": 3.6796, "step": 355000 }, { "epoch": 24.97541098777575, "grad_norm": 1.1137019395828247, "learning_rate": 1.0119994217146162e-07, "loss": 3.6846, "step": 355500 }, { "epoch": 25.0, "step": 355850, "total_flos": 3.038176470544589e+18, "train_loss": 4.100663753765192, "train_runtime": 96704.9936, "train_samples_per_second": 588.734, "train_steps_per_second": 3.68 } ], "logging_steps": 500, "max_steps": 355850, "num_input_tokens_seen": 0, "num_train_epochs": 25, "save_steps": 10000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.038176470544589e+18, "train_batch_size": 160, "trial_name": null, "trial_params": null }