{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 0.64, "eval_steps": 1000, "global_step": 32000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.002, "grad_norm": 0.5271317362785339, "learning_rate": 0.00066, "loss": 7.779569091796875, "step": 100 }, { "epoch": 0.004, "grad_norm": 0.6387752890586853, "learning_rate": 0.0009999976160274871, "loss": 6.24430908203125, "step": 200 }, { "epoch": 0.006, "grad_norm": 0.42202863097190857, "learning_rate": 0.000999977956590203, "loss": 5.698394165039063, "step": 300 }, { "epoch": 0.008, "grad_norm": 0.42532625794410706, "learning_rate": 0.0009999384399149713, "loss": 5.405557861328125, "step": 400 }, { "epoch": 0.01, "grad_norm": 0.4566122889518738, "learning_rate": 0.0009998790675712448, "loss": 5.189588623046875, "step": 500 }, { "epoch": 0.012, "grad_norm": 0.4048032760620117, "learning_rate": 0.000999799841917069, "loss": 5.048131713867187, "step": 600 }, { "epoch": 0.014, "grad_norm": 0.33951064944267273, "learning_rate": 0.0009997007660989881, "loss": 4.923414611816407, "step": 700 }, { "epoch": 0.016, "grad_norm": 0.3192354440689087, "learning_rate": 0.0009995818440519195, "loss": 4.7589013671875, "step": 800 }, { "epoch": 0.018, "grad_norm": 0.4026377201080322, "learning_rate": 0.0009994430804989986, "loss": 4.643058166503907, "step": 900 }, { "epoch": 0.02, "grad_norm": 0.3453679084777832, "learning_rate": 0.0009992844809513896, "loss": 4.579913330078125, "step": 1000 }, { "epoch": 0.02, "eval_accuracy": 0.269652397386301, "eval_loss": 4.505138874053955, "eval_runtime": 6.375, "eval_samples_per_second": 304.469, "eval_steps_per_second": 19.137, "step": 1000 }, { "epoch": 0.022, "grad_norm": 0.3148439824581146, "learning_rate": 0.0009991060517080686, "loss": 4.5075772094726565, "step": 1100 }, { "epoch": 0.024, "grad_norm": 0.3168841600418091, "learning_rate": 0.0009989077998555718, "loss": 4.395697326660156, "step": 1200 }, { "epoch": 0.026, "grad_norm": 0.277462899684906, "learning_rate": 0.0009986897332677144, "loss": 4.3901171875, "step": 1300 }, { "epoch": 0.028, "grad_norm": 0.27992936968803406, "learning_rate": 0.0009984518606052791, "loss": 4.348124084472656, "step": 1400 }, { "epoch": 0.03, "grad_norm": 0.2656252980232239, "learning_rate": 0.0009981941913156701, "loss": 4.3058538818359375, "step": 1500 }, { "epoch": 0.032, "grad_norm": 0.36868757009506226, "learning_rate": 0.0009979167356325394, "loss": 4.28273681640625, "step": 1600 }, { "epoch": 0.034, "grad_norm": 0.25333118438720703, "learning_rate": 0.0009976195045753797, "loss": 4.249351501464844, "step": 1700 }, { "epoch": 0.036, "grad_norm": 0.2491893470287323, "learning_rate": 0.0009973025099490876, "loss": 4.22731689453125, "step": 1800 }, { "epoch": 0.038, "grad_norm": 0.28424108028411865, "learning_rate": 0.0009969657643434933, "loss": 4.169223022460938, "step": 1900 }, { "epoch": 0.04, "grad_norm": 0.2666165232658386, "learning_rate": 0.0009966092811328612, "loss": 4.170299682617188, "step": 2000 }, { "epoch": 0.04, "eval_accuracy": 0.3056205014664501, "eval_loss": 4.103638648986816, "eval_runtime": 6.566, "eval_samples_per_second": 295.612, "eval_steps_per_second": 18.58, "step": 2000 }, { "epoch": 0.042, "grad_norm": 0.3338668942451477, "learning_rate": 0.0009962330744753604, "loss": 4.163348388671875, "step": 2100 }, { "epoch": 0.044, "grad_norm": 0.25480538606643677, "learning_rate": 0.0009958371593124988, "loss": 4.118557434082032, "step": 2200 }, { "epoch": 0.046, "grad_norm": 0.2351720631122589, "learning_rate": 0.0009954215513685335, "loss": 4.1006707763671875, "step": 2300 }, { "epoch": 0.048, "grad_norm": 0.23063364624977112, "learning_rate": 0.0009949862671498437, "loss": 4.084933166503906, "step": 2400 }, { "epoch": 0.05, "grad_norm": 0.270161896944046, "learning_rate": 0.000994531323944276, "loss": 4.043960876464844, "step": 2500 }, { "epoch": 0.052, "grad_norm": 0.23590487241744995, "learning_rate": 0.0009940567398204583, "loss": 4.043964233398437, "step": 2600 }, { "epoch": 0.054, "grad_norm": 0.2604995369911194, "learning_rate": 0.000993562533627081, "loss": 4.023601379394531, "step": 2700 }, { "epoch": 0.056, "grad_norm": 0.21301409602165222, "learning_rate": 0.0009930487249921495, "loss": 4.006760864257813, "step": 2800 }, { "epoch": 0.058, "grad_norm": 0.21575306355953217, "learning_rate": 0.0009925153343222043, "loss": 3.99057861328125, "step": 2900 }, { "epoch": 0.06, "grad_norm": 0.2405770868062973, "learning_rate": 0.00099196238280151, "loss": 4.004396667480469, "step": 3000 }, { "epoch": 0.06, "eval_accuracy": 0.3194532243250246, "eval_loss": 3.945106267929077, "eval_runtime": 6.283, "eval_samples_per_second": 308.927, "eval_steps_per_second": 19.417, "step": 3000 }, { "epoch": 0.062, "grad_norm": 0.22380003333091736, "learning_rate": 0.0009913898923912148, "loss": 3.9952774047851562, "step": 3100 }, { "epoch": 0.064, "grad_norm": 0.21692751348018646, "learning_rate": 0.0009907978858284775, "loss": 3.9829229736328124, "step": 3200 }, { "epoch": 0.066, "grad_norm": 0.22457344830036163, "learning_rate": 0.0009901863866255652, "loss": 3.9637200927734373, "step": 3300 }, { "epoch": 0.068, "grad_norm": 0.20820939540863037, "learning_rate": 0.0009895554190689191, "loss": 3.930269470214844, "step": 3400 }, { "epoch": 0.07, "grad_norm": 0.1961025595664978, "learning_rate": 0.0009889050082181896, "loss": 3.91483154296875, "step": 3500 }, { "epoch": 0.072, "grad_norm": 0.23347830772399902, "learning_rate": 0.0009882351799052416, "loss": 3.8973043823242186, "step": 3600 }, { "epoch": 0.074, "grad_norm": 0.21384640038013458, "learning_rate": 0.0009875459607331285, "loss": 3.9072760009765624, "step": 3700 }, { "epoch": 0.076, "grad_norm": 0.21380040049552917, "learning_rate": 0.000986837378075035, "loss": 3.8974929809570313, "step": 3800 }, { "epoch": 0.078, "grad_norm": 0.2199064940214157, "learning_rate": 0.0009861094600731911, "loss": 3.884527587890625, "step": 3900 }, { "epoch": 0.08, "grad_norm": 0.2245541661977768, "learning_rate": 0.000985362235637753, "loss": 3.863822021484375, "step": 4000 }, { "epoch": 0.08, "eval_accuracy": 0.3280885939521158, "eval_loss": 3.8499362468719482, "eval_runtime": 6.3172, "eval_samples_per_second": 307.255, "eval_steps_per_second": 19.312, "step": 4000 }, { "epoch": 0.082, "grad_norm": 0.20376908779144287, "learning_rate": 0.000984595734445656, "loss": 3.8685012817382813, "step": 4100 }, { "epoch": 0.084, "grad_norm": 0.18422065675258636, "learning_rate": 0.0009838099869394353, "loss": 3.853851318359375, "step": 4200 }, { "epoch": 0.086, "grad_norm": 0.19115814566612244, "learning_rate": 0.0009830050243260172, "loss": 3.8678164672851563, "step": 4300 }, { "epoch": 0.088, "grad_norm": 0.20425236225128174, "learning_rate": 0.0009821808785754791, "loss": 3.8287237548828124, "step": 4400 }, { "epoch": 0.09, "grad_norm": 0.1944635510444641, "learning_rate": 0.0009813375824197811, "loss": 3.8451242065429687, "step": 4500 }, { "epoch": 0.092, "grad_norm": 0.17947296798229218, "learning_rate": 0.0009804751693514645, "loss": 3.845400695800781, "step": 4600 }, { "epoch": 0.094, "grad_norm": 0.20076608657836914, "learning_rate": 0.0009795936736223222, "loss": 3.8257626342773436, "step": 4700 }, { "epoch": 0.096, "grad_norm": 0.18554596602916718, "learning_rate": 0.0009786931302420386, "loss": 3.808670959472656, "step": 4800 }, { "epoch": 0.098, "grad_norm": 0.23913995921611786, "learning_rate": 0.000977773574976799, "loss": 3.810527038574219, "step": 4900 }, { "epoch": 0.1, "grad_norm": 0.18414103984832764, "learning_rate": 0.0009768350443478686, "loss": 3.7990948486328127, "step": 5000 }, { "epoch": 0.1, "eval_accuracy": 0.33500293894949945, "eval_loss": 3.7702300548553467, "eval_runtime": 6.4137, "eval_samples_per_second": 302.634, "eval_steps_per_second": 19.022, "step": 5000 }, { "epoch": 0.102, "grad_norm": 0.20944379270076752, "learning_rate": 0.0009758775756301432, "loss": 3.798116455078125, "step": 5100 }, { "epoch": 0.104, "grad_norm": 0.18056762218475342, "learning_rate": 0.0009749012068506673, "loss": 3.7997445678710937, "step": 5200 }, { "epoch": 0.106, "grad_norm": 0.20922255516052246, "learning_rate": 0.000973905976787125, "loss": 3.7765731811523438, "step": 5300 }, { "epoch": 0.108, "grad_norm": 0.19328580796718597, "learning_rate": 0.0009728919249662993, "loss": 3.729337463378906, "step": 5400 }, { "epoch": 0.11, "grad_norm": 0.2031419277191162, "learning_rate": 0.0009718590916625022, "loss": 3.744057922363281, "step": 5500 }, { "epoch": 0.112, "grad_norm": 0.19743800163269043, "learning_rate": 0.0009708075178959756, "loss": 3.7054071044921875, "step": 5600 }, { "epoch": 0.114, "grad_norm": 0.1741236299276352, "learning_rate": 0.0009697372454312618, "loss": 3.699843444824219, "step": 5700 }, { "epoch": 0.116, "grad_norm": 0.1799750030040741, "learning_rate": 0.0009686483167755448, "loss": 3.7227572631835937, "step": 5800 }, { "epoch": 0.118, "grad_norm": 0.2036087065935135, "learning_rate": 0.000967540775176962, "loss": 3.6742709350585936, "step": 5900 }, { "epoch": 0.12, "grad_norm": 0.21463191509246826, "learning_rate": 0.0009664146646228871, "loss": 3.6995980834960935, "step": 6000 }, { "epoch": 0.12, "eval_accuracy": 0.34141821705074654, "eval_loss": 3.711214303970337, "eval_runtime": 6.3349, "eval_samples_per_second": 306.4, "eval_steps_per_second": 19.259, "step": 6000 }, { "epoch": 0.122, "grad_norm": 0.18666808307170868, "learning_rate": 0.000965270029838182, "loss": 3.6821221923828125, "step": 6100 }, { "epoch": 0.124, "grad_norm": 0.15751489996910095, "learning_rate": 0.0009641069162834215, "loss": 3.671753234863281, "step": 6200 }, { "epoch": 0.126, "grad_norm": 0.22766178846359253, "learning_rate": 0.0009629253701530875, "loss": 3.6878753662109376, "step": 6300 }, { "epoch": 0.128, "grad_norm": 0.1677054762840271, "learning_rate": 0.0009617254383737343, "loss": 3.6619857788085937, "step": 6400 }, { "epoch": 0.13, "grad_norm": 0.17945168912410736, "learning_rate": 0.0009605071686021245, "loss": 3.6484750366210936, "step": 6500 }, { "epoch": 0.132, "grad_norm": 0.17799174785614014, "learning_rate": 0.0009592706092233365, "loss": 3.6635867309570314, "step": 6600 }, { "epoch": 0.134, "grad_norm": 0.5586189031600952, "learning_rate": 0.0009580158093488436, "loss": 3.6489688110351564, "step": 6700 }, { "epoch": 0.136, "grad_norm": 0.2055712342262268, "learning_rate": 0.000956742818814562, "loss": 3.6523666381835938, "step": 6800 }, { "epoch": 0.138, "grad_norm": 0.1812128871679306, "learning_rate": 0.0009554516881788724, "loss": 3.6479287719726563, "step": 6900 }, { "epoch": 0.14, "grad_norm": 0.1664743423461914, "learning_rate": 0.0009541424687206124, "loss": 3.6319317626953125, "step": 7000 }, { "epoch": 0.14, "eval_accuracy": 0.3448148965923309, "eval_loss": 3.6666343212127686, "eval_runtime": 6.38, "eval_samples_per_second": 304.231, "eval_steps_per_second": 19.122, "step": 7000 }, { "epoch": 0.142, "grad_norm": 0.15217284858226776, "learning_rate": 0.0009528152124370387, "loss": 3.6308517456054688, "step": 7100 }, { "epoch": 0.144, "grad_norm": 0.16507816314697266, "learning_rate": 0.0009514699720417631, "loss": 3.6217156982421876, "step": 7200 }, { "epoch": 0.146, "grad_norm": 0.2040642648935318, "learning_rate": 0.0009501068009626583, "loss": 3.632703857421875, "step": 7300 }, { "epoch": 0.148, "grad_norm": 0.18437133729457855, "learning_rate": 0.0009487257533397361, "loss": 3.6346307373046876, "step": 7400 }, { "epoch": 0.15, "grad_norm": 0.18760915100574493, "learning_rate": 0.0009473268840229971, "loss": 3.5973056030273436, "step": 7500 }, { "epoch": 0.152, "grad_norm": 0.17388536036014557, "learning_rate": 0.0009459102485702528, "loss": 3.611794738769531, "step": 7600 }, { "epoch": 0.154, "grad_norm": 0.18797264993190765, "learning_rate": 0.0009444759032449177, "loss": 3.609403381347656, "step": 7700 }, { "epoch": 0.156, "grad_norm": 0.18140241503715515, "learning_rate": 0.0009430239050137766, "loss": 3.6027340698242187, "step": 7800 }, { "epoch": 0.158, "grad_norm": 0.17433640360832214, "learning_rate": 0.0009415543115447203, "loss": 3.6214892578125, "step": 7900 }, { "epoch": 0.16, "grad_norm": 0.16605013608932495, "learning_rate": 0.0009400671812044565, "loss": 3.6061587524414063, "step": 8000 }, { "epoch": 0.16, "eval_accuracy": 0.34762277801806923, "eval_loss": 3.640489339828491, "eval_runtime": 8.0453, "eval_samples_per_second": 241.259, "eval_steps_per_second": 15.164, "step": 8000 }, { "epoch": 0.162, "grad_norm": 0.16548939049243927, "learning_rate": 0.0009385625730561914, "loss": 3.588617248535156, "step": 8100 }, { "epoch": 0.164, "grad_norm": 0.16542939841747284, "learning_rate": 0.0009370405468572831, "loss": 3.590567626953125, "step": 8200 }, { "epoch": 0.166, "grad_norm": 0.18206581473350525, "learning_rate": 0.0009355011630568697, "loss": 3.636882629394531, "step": 8300 }, { "epoch": 0.168, "grad_norm": 0.2654706835746765, "learning_rate": 0.0009339444827934676, "loss": 3.6797540283203123, "step": 8400 }, { "epoch": 0.17, "grad_norm": 0.16825009882450104, "learning_rate": 0.0009323705678925427, "loss": 3.686376953125, "step": 8500 }, { "epoch": 0.172, "grad_norm": 0.18937945365905762, "learning_rate": 0.000930779480864057, "loss": 3.6942425537109376, "step": 8600 }, { "epoch": 0.174, "grad_norm": 0.19819994270801544, "learning_rate": 0.0009291712848999833, "loss": 3.6582196044921873, "step": 8700 }, { "epoch": 0.176, "grad_norm": 0.1557057648897171, "learning_rate": 0.0009275460438717975, "loss": 3.6659271240234377, "step": 8800 }, { "epoch": 0.178, "grad_norm": 0.16359280049800873, "learning_rate": 0.0009259038223279413, "loss": 3.66092529296875, "step": 8900 }, { "epoch": 0.18, "grad_norm": 0.17897452414035797, "learning_rate": 0.0009242446854912575, "loss": 3.6642529296875, "step": 9000 }, { "epoch": 0.18, "eval_accuracy": 0.3497692697794326, "eval_loss": 3.617546319961548, "eval_runtime": 6.279, "eval_samples_per_second": 309.124, "eval_steps_per_second": 19.43, "step": 9000 }, { "epoch": 0.182, "grad_norm": 0.20515520870685577, "learning_rate": 0.0009225686992564015, "loss": 3.6445053100585936, "step": 9100 }, { "epoch": 0.184, "grad_norm": 0.16788582503795624, "learning_rate": 0.0009208759301872229, "loss": 3.657896728515625, "step": 9200 }, { "epoch": 0.186, "grad_norm": 0.1988508403301239, "learning_rate": 0.0009191664455141217, "loss": 3.616723937988281, "step": 9300 }, { "epoch": 0.188, "grad_norm": 0.1822570413351059, "learning_rate": 0.0009174403131313792, "loss": 3.6103390502929686, "step": 9400 }, { "epoch": 0.19, "grad_norm": 0.15679553151130676, "learning_rate": 0.0009156976015944607, "loss": 3.624302978515625, "step": 9500 }, { "epoch": 0.192, "grad_norm": 0.15683937072753906, "learning_rate": 0.0009139383801172929, "loss": 3.6558917236328123, "step": 9600 }, { "epoch": 0.194, "grad_norm": 0.1553466022014618, "learning_rate": 0.0009121627185695152, "loss": 3.6198284912109373, "step": 9700 }, { "epoch": 0.196, "grad_norm": 0.14881721138954163, "learning_rate": 0.0009103706874737043, "loss": 3.60408203125, "step": 9800 }, { "epoch": 0.198, "grad_norm": 0.1628589779138565, "learning_rate": 0.0009085623580025737, "loss": 3.6047940063476562, "step": 9900 }, { "epoch": 0.2, "grad_norm": 0.15589991211891174, "learning_rate": 0.0009067378019761472, "loss": 3.599223327636719, "step": 10000 }, { "epoch": 0.2, "eval_accuracy": 0.3534593401629882, "eval_loss": 3.579674005508423, "eval_runtime": 6.3176, "eval_samples_per_second": 307.239, "eval_steps_per_second": 19.311, "step": 10000 }, { "epoch": 0.202, "grad_norm": 0.18158847093582153, "learning_rate": 0.0009048970918589055, "loss": 3.607147521972656, "step": 10100 }, { "epoch": 0.204, "grad_norm": 0.15705344080924988, "learning_rate": 0.0009030403007569094, "loss": 3.5972610473632813, "step": 10200 }, { "epoch": 0.206, "grad_norm": 0.18561947345733643, "learning_rate": 0.0009011675024148955, "loss": 3.5994192504882814, "step": 10300 }, { "epoch": 0.208, "grad_norm": 0.17375363409519196, "learning_rate": 0.0008992787712133476, "loss": 3.592384948730469, "step": 10400 }, { "epoch": 0.21, "grad_norm": 0.14704184234142303, "learning_rate": 0.0008973741821655428, "loss": 3.5763116455078126, "step": 10500 }, { "epoch": 0.212, "grad_norm": 0.1663106381893158, "learning_rate": 0.0008954538109145713, "loss": 3.59366455078125, "step": 10600 }, { "epoch": 0.214, "grad_norm": 0.15191592276096344, "learning_rate": 0.0008935177337303337, "loss": 3.5883197021484374, "step": 10700 }, { "epoch": 0.216, "grad_norm": 0.15566915273666382, "learning_rate": 0.0008915660275065107, "loss": 3.5549887084960936, "step": 10800 }, { "epoch": 0.218, "grad_norm": 0.17490389943122864, "learning_rate": 0.0008895987697575093, "loss": 3.558960266113281, "step": 10900 }, { "epoch": 0.22, "grad_norm": 0.17277678847312927, "learning_rate": 0.0008876160386153846, "loss": 3.5671484375, "step": 11000 }, { "epoch": 0.22, "eval_accuracy": 0.3558709927196726, "eval_loss": 3.554290771484375, "eval_runtime": 6.8937, "eval_samples_per_second": 281.559, "eval_steps_per_second": 17.697, "step": 11000 }, { "epoch": 0.222, "grad_norm": 0.15808428823947906, "learning_rate": 0.0008856179128267363, "loss": 3.578575439453125, "step": 11100 }, { "epoch": 0.224, "grad_norm": 0.14474111795425415, "learning_rate": 0.0008836044717495819, "loss": 3.5772747802734375, "step": 11200 }, { "epoch": 0.226, "grad_norm": 0.1413886845111847, "learning_rate": 0.0008815757953502035, "loss": 3.556199645996094, "step": 11300 }, { "epoch": 0.228, "grad_norm": 0.1502675712108612, "learning_rate": 0.0008795319641999735, "loss": 3.570118103027344, "step": 11400 }, { "epoch": 0.23, "grad_norm": 0.1517445147037506, "learning_rate": 0.0008774730594721534, "loss": 3.5563198852539064, "step": 11500 }, { "epoch": 0.232, "grad_norm": 0.16406166553497314, "learning_rate": 0.0008753991629386706, "loss": 3.5616604614257814, "step": 11600 }, { "epoch": 0.234, "grad_norm": 0.14764074981212616, "learning_rate": 0.0008733103569668701, "loss": 3.5495458984375, "step": 11700 }, { "epoch": 0.236, "grad_norm": 0.17058512568473816, "learning_rate": 0.0008712067245162439, "loss": 3.5244882202148435, "step": 11800 }, { "epoch": 0.238, "grad_norm": 0.16127121448516846, "learning_rate": 0.0008690883491351356, "loss": 3.5396826171875, "step": 11900 }, { "epoch": 0.24, "grad_norm": 0.14211590588092804, "learning_rate": 0.0008669553149574224, "loss": 3.522979431152344, "step": 12000 }, { "epoch": 0.24, "eval_accuracy": 0.3578128166428224, "eval_loss": 3.5307533740997314, "eval_runtime": 6.6725, "eval_samples_per_second": 290.897, "eval_steps_per_second": 18.284, "step": 12000 }, { "epoch": 0.242, "grad_norm": 0.1405150443315506, "learning_rate": 0.0008648077066991736, "loss": 3.527177734375, "step": 12100 }, { "epoch": 0.244, "grad_norm": 0.16479545831680298, "learning_rate": 0.0008626456096552858, "loss": 3.5393338012695312, "step": 12200 }, { "epoch": 0.246, "grad_norm": 0.1583888679742813, "learning_rate": 0.0008604691096960961, "loss": 3.5796047973632814, "step": 12300 }, { "epoch": 0.248, "grad_norm": 0.17304493486881256, "learning_rate": 0.0008582782932639702, "loss": 3.591195068359375, "step": 12400 }, { "epoch": 0.25, "grad_norm": 0.15857121348381042, "learning_rate": 0.0008560732473698707, "loss": 3.584400634765625, "step": 12500 }, { "epoch": 0.252, "grad_norm": 0.14658208191394806, "learning_rate": 0.0008538540595899008, "loss": 3.589564208984375, "step": 12600 }, { "epoch": 0.254, "grad_norm": 0.143401101231575, "learning_rate": 0.0008516208180618252, "loss": 3.5824600219726563, "step": 12700 }, { "epoch": 0.256, "grad_norm": 0.16244202852249146, "learning_rate": 0.0008493736114815718, "loss": 3.574875793457031, "step": 12800 }, { "epoch": 0.258, "grad_norm": 0.1520756632089615, "learning_rate": 0.0008471125290997063, "loss": 3.568282165527344, "step": 12900 }, { "epoch": 0.26, "grad_norm": 0.1582706868648529, "learning_rate": 0.00084483766071789, "loss": 3.5930340576171873, "step": 13000 }, { "epoch": 0.26, "eval_accuracy": 0.35929186944409996, "eval_loss": 3.5190227031707764, "eval_runtime": 6.3791, "eval_samples_per_second": 304.275, "eval_steps_per_second": 19.125, "step": 13000 }, { "epoch": 0.262, "grad_norm": 0.17478469014167786, "learning_rate": 0.0008425490966853113, "loss": 3.5665899658203126, "step": 13100 }, { "epoch": 0.264, "grad_norm": 0.15228988230228424, "learning_rate": 0.0008402469278950989, "loss": 3.5444100952148436, "step": 13200 }, { "epoch": 0.266, "grad_norm": 0.15244163572788239, "learning_rate": 0.0008379312457807102, "loss": 3.5695867919921875, "step": 13300 }, { "epoch": 0.268, "grad_norm": 0.15935847163200378, "learning_rate": 0.0008356021423123017, "loss": 3.5604925537109375, "step": 13400 }, { "epoch": 0.27, "grad_norm": 0.15347428619861603, "learning_rate": 0.000833259709993075, "loss": 3.5551889038085935, "step": 13500 }, { "epoch": 0.272, "grad_norm": 0.21459928154945374, "learning_rate": 0.0008309040418556038, "loss": 3.550736389160156, "step": 13600 }, { "epoch": 0.274, "grad_norm": 0.17246893048286438, "learning_rate": 0.0008285352314581378, "loss": 3.5650180053710936, "step": 13700 }, { "epoch": 0.276, "grad_norm": 0.16454122960567474, "learning_rate": 0.0008261533728808883, "loss": 3.549154968261719, "step": 13800 }, { "epoch": 0.278, "grad_norm": 0.14885519444942474, "learning_rate": 0.000823758560722291, "loss": 3.5430950927734375, "step": 13900 }, { "epoch": 0.28, "grad_norm": 0.1521039605140686, "learning_rate": 0.0008213508900952489, "loss": 3.547527160644531, "step": 14000 }, { "epoch": 0.28, "eval_accuracy": 0.36159261824608735, "eval_loss": 3.4961202144622803, "eval_runtime": 6.3742, "eval_samples_per_second": 304.507, "eval_steps_per_second": 19.14, "step": 14000 }, { "epoch": 0.282, "grad_norm": 0.1499979943037033, "learning_rate": 0.0008189304566233547, "loss": 3.5474667358398437, "step": 14100 }, { "epoch": 0.284, "grad_norm": 0.1552744209766388, "learning_rate": 0.0008164973564370934, "loss": 3.5074334716796876, "step": 14200 }, { "epoch": 0.286, "grad_norm": 0.13462179899215698, "learning_rate": 0.0008140516861700238, "loss": 3.5272781372070314, "step": 14300 }, { "epoch": 0.288, "grad_norm": 0.1381780356168747, "learning_rate": 0.000811593542954941, "loss": 3.5094314575195313, "step": 14400 }, { "epoch": 0.29, "grad_norm": 0.13239678740501404, "learning_rate": 0.000809123024420019, "loss": 3.5180905151367186, "step": 14500 }, { "epoch": 0.292, "grad_norm": 0.15930698812007904, "learning_rate": 0.0008066402286849317, "loss": 3.5262945556640624, "step": 14600 }, { "epoch": 0.294, "grad_norm": 0.1524200737476349, "learning_rate": 0.0008041452543569583, "loss": 3.541943359375, "step": 14700 }, { "epoch": 0.296, "grad_norm": 0.14040064811706543, "learning_rate": 0.0008016382005270651, "loss": 3.543092041015625, "step": 14800 }, { "epoch": 0.298, "grad_norm": 0.14799822866916656, "learning_rate": 0.0007991191667659708, "loss": 3.5315762329101563, "step": 14900 }, { "epoch": 0.3, "grad_norm": 0.1449238359928131, "learning_rate": 0.0007965882531201913, "loss": 3.522008361816406, "step": 15000 }, { "epoch": 0.3, "eval_accuracy": 0.36332372503531274, "eval_loss": 3.4778010845184326, "eval_runtime": 6.6567, "eval_samples_per_second": 291.588, "eval_steps_per_second": 18.328, "step": 15000 }, { "epoch": 0.302, "grad_norm": 0.13593044877052307, "learning_rate": 0.0007940455601080678, "loss": 3.5114361572265627, "step": 15100 }, { "epoch": 0.304, "grad_norm": 0.1423630267381668, "learning_rate": 0.0007914911887157724, "loss": 3.5139959716796874, "step": 15200 }, { "epoch": 0.306, "grad_norm": 0.15380671620368958, "learning_rate": 0.0007889252403932986, "loss": 3.515833435058594, "step": 15300 }, { "epoch": 0.308, "grad_norm": 0.13759265840053558, "learning_rate": 0.0007863478170504326, "loss": 3.528351135253906, "step": 15400 }, { "epoch": 0.31, "grad_norm": 0.13887037336826324, "learning_rate": 0.0007837590210527042, "loss": 3.5276870727539062, "step": 15500 }, { "epoch": 0.312, "grad_norm": 0.15678516030311584, "learning_rate": 0.0007811589552173225, "loss": 3.515467224121094, "step": 15600 }, { "epoch": 0.314, "grad_norm": 0.2133788764476776, "learning_rate": 0.0007785477228090924, "loss": 3.5256777954101564, "step": 15700 }, { "epoch": 0.316, "grad_norm": 0.17379774153232574, "learning_rate": 0.0007759254275363124, "loss": 3.5354928588867187, "step": 15800 }, { "epoch": 0.318, "grad_norm": 0.15530315041542053, "learning_rate": 0.0007732921735466564, "loss": 3.5182159423828123, "step": 15900 }, { "epoch": 0.32, "grad_norm": 0.14711181819438934, "learning_rate": 0.0007706480654230373, "loss": 3.5050119018554686, "step": 16000 }, { "epoch": 0.32, "eval_accuracy": 0.3644458693896563, "eval_loss": 3.4653918743133545, "eval_runtime": 6.2866, "eval_samples_per_second": 308.75, "eval_steps_per_second": 19.406, "step": 16000 }, { "epoch": 0.322, "grad_norm": 0.16945767402648926, "learning_rate": 0.0007679932081794532, "loss": 3.5018475341796873, "step": 16100 }, { "epoch": 0.324, "grad_norm": 0.14158344268798828, "learning_rate": 0.0007653277072568166, "loss": 3.52821044921875, "step": 16200 }, { "epoch": 0.326, "grad_norm": 0.15132898092269897, "learning_rate": 0.0007626516685187669, "loss": 3.5037826538085937, "step": 16300 }, { "epoch": 0.328, "grad_norm": 0.1444397270679474, "learning_rate": 0.0007599651982474656, "loss": 3.5029248046875, "step": 16400 }, { "epoch": 0.33, "grad_norm": 0.15066049993038177, "learning_rate": 0.0007572684031393755, "loss": 3.5109619140625, "step": 16500 }, { "epoch": 0.332, "grad_norm": 0.15420712530612946, "learning_rate": 0.0007545613903010231, "loss": 3.498372802734375, "step": 16600 }, { "epoch": 0.334, "grad_norm": 0.15669448673725128, "learning_rate": 0.000751844267244744, "loss": 3.504073181152344, "step": 16700 }, { "epoch": 0.336, "grad_norm": 0.14457182586193085, "learning_rate": 0.000749117141884414, "loss": 3.5009725952148436, "step": 16800 }, { "epoch": 0.338, "grad_norm": 0.1625896543264389, "learning_rate": 0.0007463801225311631, "loss": 3.5116473388671876, "step": 16900 }, { "epoch": 0.34, "grad_norm": 0.1407516449689865, "learning_rate": 0.0007436333178890721, "loss": 3.4775790405273437, "step": 17000 }, { "epoch": 0.34, "eval_accuracy": 0.3666105090381519, "eval_loss": 3.4458343982696533, "eval_runtime": 6.6119, "eval_samples_per_second": 293.56, "eval_steps_per_second": 18.451, "step": 17000 }, { "epoch": 0.342, "grad_norm": 0.15488570928573608, "learning_rate": 0.0007408768370508576, "loss": 3.5057693481445313, "step": 17100 }, { "epoch": 0.344, "grad_norm": 0.13969258964061737, "learning_rate": 0.0007381107894935382, "loss": 3.4655438232421876, "step": 17200 }, { "epoch": 0.346, "grad_norm": 0.15081284940242767, "learning_rate": 0.0007353352850740858, "loss": 3.490411376953125, "step": 17300 }, { "epoch": 0.348, "grad_norm": 0.1477256566286087, "learning_rate": 0.0007325504340250635, "loss": 3.48463134765625, "step": 17400 }, { "epoch": 0.35, "grad_norm": 0.15759490430355072, "learning_rate": 0.0007297563469502479, "loss": 3.5031024169921876, "step": 17500 }, { "epoch": 0.352, "grad_norm": 0.14924432337284088, "learning_rate": 0.0007269531348202344, "loss": 3.5010330200195314, "step": 17600 }, { "epoch": 0.354, "grad_norm": 0.21179653704166412, "learning_rate": 0.0007241409089680324, "loss": 3.484757385253906, "step": 17700 }, { "epoch": 0.356, "grad_norm": 0.1406019777059555, "learning_rate": 0.0007213197810846416, "loss": 3.4941912841796876, "step": 17800 }, { "epoch": 0.358, "grad_norm": 0.18723711371421814, "learning_rate": 0.0007184898632146171, "loss": 3.4815142822265623, "step": 17900 }, { "epoch": 0.36, "grad_norm": 0.15316542983055115, "learning_rate": 0.0007156512677516189, "loss": 3.4828509521484374, "step": 18000 }, { "epoch": 0.36, "eval_accuracy": 0.36743422147076527, "eval_loss": 3.434631824493408, "eval_runtime": 6.7452, "eval_samples_per_second": 287.759, "eval_steps_per_second": 18.087, "step": 18000 }, { "epoch": 0.362, "grad_norm": 0.20023606717586517, "learning_rate": 0.0007128041074339486, "loss": 3.4777850341796874, "step": 18100 }, { "epoch": 0.364, "grad_norm": 0.4378589689731598, "learning_rate": 0.0007099484953400711, "loss": 3.483775634765625, "step": 18200 }, { "epoch": 0.366, "grad_norm": 0.15016524493694305, "learning_rate": 0.0007070845448841241, "loss": 3.471934509277344, "step": 18300 }, { "epoch": 0.368, "grad_norm": 0.17178508639335632, "learning_rate": 0.0007042123698114138, "loss": 3.465678405761719, "step": 18400 }, { "epoch": 0.37, "grad_norm": 0.17568770051002502, "learning_rate": 0.0007013320841938966, "loss": 3.484932556152344, "step": 18500 }, { "epoch": 0.372, "grad_norm": 0.12633204460144043, "learning_rate": 0.0006984438024256499, "loss": 3.4721084594726563, "step": 18600 }, { "epoch": 0.374, "grad_norm": 0.13481932878494263, "learning_rate": 0.0006955476392183275, "loss": 3.441580505371094, "step": 18700 }, { "epoch": 0.376, "grad_norm": 0.142787367105484, "learning_rate": 0.0006926437095966044, "loss": 3.472591552734375, "step": 18800 }, { "epoch": 0.378, "grad_norm": 0.15913543105125427, "learning_rate": 0.000689732128893608, "loss": 3.4664480590820315, "step": 18900 }, { "epoch": 0.38, "grad_norm": 0.5166953802108765, "learning_rate": 0.0006868130127463385, "loss": 3.44828125, "step": 19000 }, { "epoch": 0.38, "eval_accuracy": 0.36941738224793846, "eval_loss": 3.4189138412475586, "eval_runtime": 6.3949, "eval_samples_per_second": 303.523, "eval_steps_per_second": 19.078, "step": 19000 }, { "epoch": 0.382, "grad_norm": 0.138035848736763, "learning_rate": 0.0006838864770910745, "loss": 3.4636468505859375, "step": 19100 }, { "epoch": 0.384, "grad_norm": 0.2230982631444931, "learning_rate": 0.0006809526381587703, "loss": 3.4643569946289063, "step": 19200 }, { "epoch": 0.386, "grad_norm": 0.12826211750507355, "learning_rate": 0.0006780116124704383, "loss": 3.45958984375, "step": 19300 }, { "epoch": 0.388, "grad_norm": 0.1421106457710266, "learning_rate": 0.0006750635168325223, "loss": 3.4553872680664064, "step": 19400 }, { "epoch": 0.39, "grad_norm": 0.14258891344070435, "learning_rate": 0.000672108468332257, "loss": 3.4486114501953127, "step": 19500 }, { "epoch": 0.392, "grad_norm": 0.24561843276023865, "learning_rate": 0.0006691465843330194, "loss": 3.4674017333984377, "step": 19600 }, { "epoch": 0.394, "grad_norm": 0.13396546244621277, "learning_rate": 0.0006661779824696658, "loss": 3.4596041870117187, "step": 19700 }, { "epoch": 0.396, "grad_norm": 0.145228311419487, "learning_rate": 0.000663202780643862, "loss": 3.450461120605469, "step": 19800 }, { "epoch": 0.398, "grad_norm": 0.1595899611711502, "learning_rate": 0.0006602210970193982, "loss": 3.4370431518554687, "step": 19900 }, { "epoch": 0.4, "grad_norm": 0.1425502896308899, "learning_rate": 0.0006572330500174975, "loss": 3.441788330078125, "step": 20000 }, { "epoch": 0.4, "eval_accuracy": 0.3703691381064293, "eval_loss": 3.4063475131988525, "eval_runtime": 6.6969, "eval_samples_per_second": 289.838, "eval_steps_per_second": 18.218, "step": 20000 }, { "epoch": 0.402, "grad_norm": 0.1547059416770935, "learning_rate": 0.0006542387583121131, "loss": 3.441893310546875, "step": 20100 }, { "epoch": 0.404, "grad_norm": 0.15452757477760315, "learning_rate": 0.000651238340825213, "loss": 3.434819641113281, "step": 20200 }, { "epoch": 0.406, "grad_norm": 0.13765129446983337, "learning_rate": 0.0006482319167220591, "loss": 3.4564175415039062, "step": 20300 }, { "epoch": 0.408, "grad_norm": 0.15758726000785828, "learning_rate": 0.0006452196054064732, "loss": 3.4555868530273437, "step": 20400 }, { "epoch": 0.41, "grad_norm": 0.3239542543888092, "learning_rate": 0.0006422015265160946, "loss": 3.4481591796875, "step": 20500 }, { "epoch": 0.412, "grad_norm": 0.15911568701267242, "learning_rate": 0.0006391777999176294, "loss": 3.44850341796875, "step": 20600 }, { "epoch": 0.414, "grad_norm": 0.12856774032115936, "learning_rate": 0.000636148545702089, "loss": 3.438498840332031, "step": 20700 }, { "epoch": 0.416, "grad_norm": 0.17129512131214142, "learning_rate": 0.000633113884180021, "loss": 3.438189697265625, "step": 20800 }, { "epoch": 0.418, "grad_norm": 0.14792455732822418, "learning_rate": 0.0006300739358767311, "loss": 3.425160217285156, "step": 20900 }, { "epoch": 0.42, "grad_norm": 0.13070790469646454, "learning_rate": 0.0006270288215274957, "loss": 3.4182763671875, "step": 21000 }, { "epoch": 0.42, "eval_accuracy": 0.3719621193102593, "eval_loss": 3.395620584487915, "eval_runtime": 6.7127, "eval_samples_per_second": 289.155, "eval_steps_per_second": 18.175, "step": 21000 }, { "epoch": 0.422, "grad_norm": 0.1333521008491516, "learning_rate": 0.0006239786620727669, "loss": 3.440789794921875, "step": 21100 }, { "epoch": 0.424, "grad_norm": 0.14673130214214325, "learning_rate": 0.0006209235786533696, "loss": 3.41100341796875, "step": 21200 }, { "epoch": 0.426, "grad_norm": 0.13843247294425964, "learning_rate": 0.00061786369260569, "loss": 3.4241146850585937, "step": 21300 }, { "epoch": 0.428, "grad_norm": 0.15212669968605042, "learning_rate": 0.0006147991254568566, "loss": 3.4158154296875, "step": 21400 }, { "epoch": 0.43, "grad_norm": 0.1734033226966858, "learning_rate": 0.0006117299989199135, "loss": 3.4223089599609375, "step": 21500 }, { "epoch": 0.432, "grad_norm": 0.15912015736103058, "learning_rate": 0.0006086564348889863, "loss": 3.405228271484375, "step": 21600 }, { "epoch": 0.434, "grad_norm": 0.1569402515888214, "learning_rate": 0.0006055785554344417, "loss": 3.4033087158203124, "step": 21700 }, { "epoch": 0.436, "grad_norm": 0.15008965134620667, "learning_rate": 0.0006024964827980378, "loss": 3.4061663818359373, "step": 21800 }, { "epoch": 0.438, "grad_norm": 0.12902535498142242, "learning_rate": 0.0005994103393880712, "loss": 3.3769439697265624, "step": 21900 }, { "epoch": 0.44, "grad_norm": 0.14630058407783508, "learning_rate": 0.0005963202477745134, "loss": 3.3858111572265623, "step": 22000 }, { "epoch": 0.44, "eval_accuracy": 0.372494457332805, "eval_loss": 3.3869516849517822, "eval_runtime": 6.5171, "eval_samples_per_second": 297.832, "eval_steps_per_second": 18.72, "step": 22000 }, { "epoch": 0.442, "grad_norm": 0.13086584210395813, "learning_rate": 0.0005932263306841439, "loss": 3.4057171630859373, "step": 22100 }, { "epoch": 0.444, "grad_norm": 0.14566738903522491, "learning_rate": 0.0005901287109956757, "loss": 3.374288330078125, "step": 22200 }, { "epoch": 0.446, "grad_norm": 0.13566701114177704, "learning_rate": 0.0005870275117348753, "loss": 3.3892340087890624, "step": 22300 }, { "epoch": 0.448, "grad_norm": 0.18162570893764496, "learning_rate": 0.0005839228560696758, "loss": 3.417158508300781, "step": 22400 }, { "epoch": 0.45, "grad_norm": 0.1380554586648941, "learning_rate": 0.0005808148673052863, "loss": 3.385755615234375, "step": 22500 }, { "epoch": 0.452, "grad_norm": 0.13876518607139587, "learning_rate": 0.0005777036688792934, "loss": 3.3734304809570315, "step": 22600 }, { "epoch": 0.454, "grad_norm": 0.1451270580291748, "learning_rate": 0.0005745893843567593, "loss": 3.3767324829101564, "step": 22700 }, { "epoch": 0.456, "grad_norm": 0.14231646060943604, "learning_rate": 0.0005714721374253151, "loss": 3.3700411987304686, "step": 22800 }, { "epoch": 0.458, "grad_norm": 0.14160802960395813, "learning_rate": 0.0005683520518902468, "loss": 3.3719024658203125, "step": 22900 }, { "epoch": 0.46, "grad_norm": 0.15433672070503235, "learning_rate": 0.0005652292516695795, "loss": 3.3654217529296875, "step": 23000 }, { "epoch": 0.46, "eval_accuracy": 0.3727878481747762, "eval_loss": 3.3823931217193604, "eval_runtime": 6.745, "eval_samples_per_second": 287.769, "eval_steps_per_second": 18.087, "step": 23000 }, { "epoch": 0.462, "grad_norm": 0.13699641823768616, "learning_rate": 0.0005621038607891551, "loss": 3.3590658569335936, "step": 23100 }, { "epoch": 0.464, "grad_norm": 0.14364606142044067, "learning_rate": 0.0005589760033777068, "loss": 3.3595770263671874, "step": 23200 }, { "epoch": 0.466, "grad_norm": 0.15491677820682526, "learning_rate": 0.0005558458036619291, "loss": 3.3718606567382814, "step": 23300 }, { "epoch": 0.468, "grad_norm": 0.14689157903194427, "learning_rate": 0.0005527133859615443, "loss": 3.3682122802734376, "step": 23400 }, { "epoch": 0.47, "grad_norm": 0.2537364363670349, "learning_rate": 0.0005495788746843641, "loss": 3.3676806640625, "step": 23500 }, { "epoch": 0.472, "grad_norm": 0.15198677778244019, "learning_rate": 0.0005464423943213493, "loss": 3.3796755981445314, "step": 23600 }, { "epoch": 0.474, "grad_norm": 0.14707693457603455, "learning_rate": 0.0005433040694416661, "loss": 3.3943267822265626, "step": 23700 }, { "epoch": 0.476, "grad_norm": 0.13588809967041016, "learning_rate": 0.0005401640246877371, "loss": 3.3692440795898437, "step": 23800 }, { "epoch": 0.478, "grad_norm": 0.1468556970357895, "learning_rate": 0.0005370223847702919, "loss": 3.35807861328125, "step": 23900 }, { "epoch": 0.48, "grad_norm": 0.15797235071659088, "learning_rate": 0.0005338792744634145, "loss": 3.3942901611328127, "step": 24000 }, { "epoch": 0.48, "eval_accuracy": 0.3733514408918275, "eval_loss": 3.375581741333008, "eval_runtime": 7.2715, "eval_samples_per_second": 266.931, "eval_steps_per_second": 16.778, "step": 24000 }, { "epoch": 0.482, "grad_norm": 0.15001367032527924, "learning_rate": 0.0005307348185995866, "loss": 3.37049560546875, "step": 24100 }, { "epoch": 0.484, "grad_norm": 0.15163348615169525, "learning_rate": 0.0005275891420647307, "loss": 3.3899249267578124, "step": 24200 }, { "epoch": 0.486, "grad_norm": 0.13754494488239288, "learning_rate": 0.0005244423697932499, "loss": 3.397990417480469, "step": 24300 }, { "epoch": 0.488, "grad_norm": 0.13546991348266602, "learning_rate": 0.0005212946267630653, "loss": 3.4154788208007814, "step": 24400 }, { "epoch": 0.49, "grad_norm": 0.17627890408039093, "learning_rate": 0.0005181460379906534, "loss": 3.4125030517578123, "step": 24500 }, { "epoch": 0.492, "grad_norm": 0.14234718680381775, "learning_rate": 0.0005149967285260802, "loss": 3.4010299682617187, "step": 24600 }, { "epoch": 0.494, "grad_norm": 0.1589398831129074, "learning_rate": 0.0005118468234480345, "loss": 3.4132962036132812, "step": 24700 }, { "epoch": 0.496, "grad_norm": 0.12560983002185822, "learning_rate": 0.0005086964478588614, "loss": 3.3963751220703124, "step": 24800 }, { "epoch": 0.498, "grad_norm": 0.14177259802818298, "learning_rate": 0.0005055457268795923, "loss": 3.3922305297851563, "step": 24900 }, { "epoch": 0.5, "grad_norm": 0.13485221564769745, "learning_rate": 0.0005023947856449762, "loss": 3.3956787109375, "step": 25000 }, { "epoch": 0.5, "eval_accuracy": 0.3757247812423439, "eval_loss": 3.3547720909118652, "eval_runtime": 6.4257, "eval_samples_per_second": 302.069, "eval_steps_per_second": 18.986, "step": 25000 }, { "epoch": 0.502, "grad_norm": 0.1296602189540863, "learning_rate": 0.00049924374929851, "loss": 3.4078851318359376, "step": 25100 }, { "epoch": 0.504, "grad_norm": 0.17173421382904053, "learning_rate": 0.0004960927429874685, "loss": 3.378636779785156, "step": 25200 }, { "epoch": 0.506, "grad_norm": 0.14787626266479492, "learning_rate": 0.0004929418918579327, "loss": 3.3894952392578124, "step": 25300 }, { "epoch": 0.508, "grad_norm": 0.14193665981292725, "learning_rate": 0.0004897913210498212, "loss": 3.3784576416015626, "step": 25400 }, { "epoch": 0.51, "grad_norm": 0.34911948442459106, "learning_rate": 0.0004866411556919189, "loss": 3.4079013061523438, "step": 25500 }, { "epoch": 0.512, "grad_norm": 0.14956624805927277, "learning_rate": 0.00048349152089690765, "loss": 3.395030517578125, "step": 25600 }, { "epoch": 0.514, "grad_norm": 0.1397118866443634, "learning_rate": 0.0004803425417563974, "loss": 3.3780328369140626, "step": 25700 }, { "epoch": 0.516, "grad_norm": 0.13487640023231506, "learning_rate": 0.00047719434333595825, "loss": 3.3928378295898436, "step": 25800 }, { "epoch": 0.518, "grad_norm": 0.14225220680236816, "learning_rate": 0.0004740470506701529, "loss": 3.381436767578125, "step": 25900 }, { "epoch": 0.52, "grad_norm": 0.13680697977542877, "learning_rate": 0.0004709007887575706, "loss": 3.378739318847656, "step": 26000 }, { "epoch": 0.52, "eval_accuracy": 0.3769195171452164, "eval_loss": 3.345224142074585, "eval_runtime": 6.5169, "eval_samples_per_second": 297.843, "eval_steps_per_second": 18.721, "step": 26000 }, { "epoch": 0.522, "grad_norm": 0.14482583105564117, "learning_rate": 0.0004677556825558636, "loss": 3.380513000488281, "step": 26100 }, { "epoch": 0.524, "grad_norm": 0.1740926057100296, "learning_rate": 0.0004646118569767831, "loss": 3.3777206420898436, "step": 26200 }, { "epoch": 0.526, "grad_norm": 0.13794536888599396, "learning_rate": 0.00046146943688121875, "loss": 3.3788577270507814, "step": 26300 }, { "epoch": 0.528, "grad_norm": 0.14884917438030243, "learning_rate": 0.00045832854707424044, "loss": 3.372579345703125, "step": 26400 }, { "epoch": 0.53, "grad_norm": 0.14392748475074768, "learning_rate": 0.0004551893123001399, "loss": 3.369126281738281, "step": 26500 }, { "epoch": 0.532, "grad_norm": 0.1415095329284668, "learning_rate": 0.0004520518572374776, "loss": 3.4073892211914063, "step": 26600 }, { "epoch": 0.534, "grad_norm": 0.17241106927394867, "learning_rate": 0.00044891630649413096, "loss": 3.3727621459960937, "step": 26700 }, { "epoch": 0.536, "grad_norm": 0.1402324140071869, "learning_rate": 0.0004457827846023443, "loss": 3.3563668823242185, "step": 26800 }, { "epoch": 0.538, "grad_norm": 0.13993528485298157, "learning_rate": 0.0004426514160137837, "loss": 3.36125244140625, "step": 26900 }, { "epoch": 0.54, "grad_norm": 0.14961598813533783, "learning_rate": 0.000439522325094595, "loss": 3.360479431152344, "step": 27000 }, { "epoch": 0.54, "eval_accuracy": 0.37769785985999915, "eval_loss": 3.3393123149871826, "eval_runtime": 6.2827, "eval_samples_per_second": 308.945, "eval_steps_per_second": 19.418, "step": 27000 }, { "epoch": 0.542, "grad_norm": 0.12927019596099854, "learning_rate": 0.0004363956361204626, "loss": 3.3508065795898436, "step": 27100 }, { "epoch": 0.544, "grad_norm": 0.15256398916244507, "learning_rate": 0.0004332714732716751, "loss": 3.357308044433594, "step": 27200 }, { "epoch": 0.546, "grad_norm": 0.13779006898403168, "learning_rate": 0.0004301499606281931, "loss": 3.3775006103515626, "step": 27300 }, { "epoch": 0.548, "grad_norm": 0.1694018542766571, "learning_rate": 0.00042703122216472094, "loss": 3.3572964477539062, "step": 27400 }, { "epoch": 0.55, "grad_norm": 0.1522066593170166, "learning_rate": 0.00042391538174578263, "loss": 3.3765057373046874, "step": 27500 }, { "epoch": 0.552, "grad_norm": 0.14023618400096893, "learning_rate": 0.0004208025631208036, "loss": 3.355110778808594, "step": 27600 }, { "epoch": 0.554, "grad_norm": 0.14079532027244568, "learning_rate": 0.0004176928899191941, "loss": 3.3566073608398437, "step": 27700 }, { "epoch": 0.556, "grad_norm": 0.14286920428276062, "learning_rate": 0.0004145864856454404, "loss": 3.3700027465820312, "step": 27800 }, { "epoch": 0.558, "grad_norm": 0.13522571325302124, "learning_rate": 0.00041148347367419983, "loss": 3.3883221435546873, "step": 27900 }, { "epoch": 0.56, "grad_norm": 0.18117037415504456, "learning_rate": 0.00040838397724539947, "loss": 3.3707275390625, "step": 28000 }, { "epoch": 0.56, "eval_accuracy": 0.3787030511639349, "eval_loss": 3.330246925354004, "eval_runtime": 6.6261, "eval_samples_per_second": 292.932, "eval_steps_per_second": 18.412, "step": 28000 }, { "epoch": 0.562, "grad_norm": 0.14532077312469482, "learning_rate": 0.0004052881194593424, "loss": 3.372833251953125, "step": 28100 }, { "epoch": 0.564, "grad_norm": 0.13675428926944733, "learning_rate": 0.0004021960232718194, "loss": 3.3700936889648436, "step": 28200 }, { "epoch": 0.566, "grad_norm": 0.15135474503040314, "learning_rate": 0.00039910781148922364, "loss": 3.3734249877929687, "step": 28300 }, { "epoch": 0.568, "grad_norm": 0.1487869918346405, "learning_rate": 0.00039602360676367474, "loss": 3.3548593139648437, "step": 28400 }, { "epoch": 0.57, "grad_norm": 0.12845182418823242, "learning_rate": 0.00039294353158814783, "loss": 3.3592022705078124, "step": 28500 }, { "epoch": 0.572, "grad_norm": 0.15905176103115082, "learning_rate": 0.0003898677082916068, "loss": 3.375569152832031, "step": 28600 }, { "epoch": 0.574, "grad_norm": 0.1350318342447281, "learning_rate": 0.0003867962590341477, "loss": 3.363053894042969, "step": 28700 }, { "epoch": 0.576, "grad_norm": 0.15002867579460144, "learning_rate": 0.00038372930580214595, "loss": 3.3725015258789064, "step": 28800 }, { "epoch": 0.578, "grad_norm": 0.14523345232009888, "learning_rate": 0.000380666970403412, "loss": 3.375093688964844, "step": 28900 }, { "epoch": 0.58, "grad_norm": 0.1521645337343216, "learning_rate": 0.000377609374462353, "loss": 3.350813903808594, "step": 29000 }, { "epoch": 0.58, "eval_accuracy": 0.3793452847252259, "eval_loss": 3.322114944458008, "eval_runtime": 6.9103, "eval_samples_per_second": 280.884, "eval_steps_per_second": 17.655, "step": 29000 }, { "epoch": 0.582, "grad_norm": 0.14382348954677582, "learning_rate": 0.00037455663941514335, "loss": 3.3781756591796874, "step": 29100 }, { "epoch": 0.584, "grad_norm": 0.1457841694355011, "learning_rate": 0.00037150888650490057, "loss": 3.3773403930664063, "step": 29200 }, { "epoch": 0.586, "grad_norm": 0.13661234080791473, "learning_rate": 0.0003684662367768703, "loss": 3.3766348266601565, "step": 29300 }, { "epoch": 0.588, "grad_norm": 0.16734236478805542, "learning_rate": 0.00036542881107361983, "loss": 3.3571905517578124, "step": 29400 }, { "epoch": 0.59, "grad_norm": 0.14157910645008087, "learning_rate": 0.00036239673003023745, "loss": 3.366629638671875, "step": 29500 }, { "epoch": 0.592, "grad_norm": 0.13826872408390045, "learning_rate": 0.0003593701140695413, "loss": 3.3789642333984373, "step": 29600 }, { "epoch": 0.594, "grad_norm": 0.1601548194885254, "learning_rate": 0.00035634908339729813, "loss": 3.37031005859375, "step": 29700 }, { "epoch": 0.596, "grad_norm": 0.13469478487968445, "learning_rate": 0.00035333375799744704, "loss": 3.3534210205078123, "step": 29800 }, { "epoch": 0.598, "grad_norm": 0.12652449309825897, "learning_rate": 0.00035032425762733554, "loss": 3.34040283203125, "step": 29900 }, { "epoch": 0.6, "grad_norm": 0.18712250888347626, "learning_rate": 0.0003473207018129635, "loss": 3.356614685058594, "step": 30000 }, { "epoch": 0.6, "eval_accuracy": 0.3802063011480555, "eval_loss": 3.314772367477417, "eval_runtime": 6.363, "eval_samples_per_second": 305.046, "eval_steps_per_second": 19.173, "step": 30000 }, { "epoch": 0.602, "grad_norm": 0.14657410979270935, "learning_rate": 0.0003443232098442347, "loss": 3.3668572998046873, "step": 30100 }, { "epoch": 0.604, "grad_norm": 0.138699010014534, "learning_rate": 0.0003413319007702201, "loss": 3.3502297973632813, "step": 30200 }, { "epoch": 0.606, "grad_norm": 0.15832597017288208, "learning_rate": 0.0003383468933944299, "loss": 3.355211181640625, "step": 30300 }, { "epoch": 0.608, "grad_norm": 0.15029780566692352, "learning_rate": 0.0003353683062700939, "loss": 3.348283386230469, "step": 30400 }, { "epoch": 0.61, "grad_norm": 0.17595185339450836, "learning_rate": 0.0003323962576954539, "loss": 3.3513107299804688, "step": 30500 }, { "epoch": 0.612, "grad_norm": 0.1754045933485031, "learning_rate": 0.00032943086570906576, "loss": 3.3677444458007812, "step": 30600 }, { "epoch": 0.614, "grad_norm": 0.14994262158870697, "learning_rate": 0.00032647224808511, "loss": 3.3526513671875, "step": 30700 }, { "epoch": 0.616, "grad_norm": 0.14404474198818207, "learning_rate": 0.00032352052232871543, "loss": 3.31786865234375, "step": 30800 }, { "epoch": 0.618, "grad_norm": 0.14154170453548431, "learning_rate": 0.0003205758056712919, "loss": 3.341680908203125, "step": 30900 }, { "epoch": 0.62, "grad_norm": 0.13272085785865784, "learning_rate": 0.0003176382150658742, "loss": 3.344057922363281, "step": 31000 }, { "epoch": 0.62, "eval_accuracy": 0.3808566004369608, "eval_loss": 3.3054208755493164, "eval_runtime": 6.7684, "eval_samples_per_second": 286.774, "eval_steps_per_second": 18.025, "step": 31000 }, { "epoch": 0.622, "grad_norm": 0.14439266920089722, "learning_rate": 0.00031470786718247704, "loss": 3.336947021484375, "step": 31100 }, { "epoch": 0.624, "grad_norm": 0.1481838971376419, "learning_rate": 0.000311784878403462, "loss": 3.3591497802734374, "step": 31200 }, { "epoch": 0.626, "grad_norm": 0.13957072794437408, "learning_rate": 0.00030886936481891447, "loss": 3.333016357421875, "step": 31300 }, { "epoch": 0.628, "grad_norm": 0.1470046043395996, "learning_rate": 0.0003059614422220331, "loss": 3.349130859375, "step": 31400 }, { "epoch": 0.63, "grad_norm": 0.13627968728542328, "learning_rate": 0.00030306122610453183, "loss": 3.3334747314453126, "step": 31500 }, { "epoch": 0.632, "grad_norm": 0.27877408266067505, "learning_rate": 0.00030016883165205166, "loss": 3.3201373291015623, "step": 31600 }, { "epoch": 0.634, "grad_norm": 0.14691542088985443, "learning_rate": 0.00029728437373958684, "loss": 3.3420004272460937, "step": 31700 }, { "epoch": 0.636, "grad_norm": 0.1655166745185852, "learning_rate": 0.0002944079669269224, "loss": 3.32868408203125, "step": 31800 }, { "epoch": 0.638, "grad_norm": 0.16263002157211304, "learning_rate": 0.0002915397254540836, "loss": 3.327845153808594, "step": 31900 }, { "epoch": 0.64, "grad_norm": 0.13551194965839386, "learning_rate": 0.00028867976323679957, "loss": 3.326793518066406, "step": 32000 }, { "epoch": 0.64, "eval_accuracy": 0.38135970019690457, "eval_loss": 3.302846908569336, "eval_runtime": 6.3825, "eval_samples_per_second": 304.112, "eval_steps_per_second": 19.115, "step": 32000 } ], "logging_steps": 100, "max_steps": 50000, "num_input_tokens_seen": 0, "num_train_epochs": 9223372036854775807, "save_steps": 2000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.25438747738112e+18, "train_batch_size": 120, "trial_name": null, "trial_params": null }