{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 10.0, "eval_steps": 500, "global_step": 4130, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.024213075060532687, "grad_norm": 11.009095191955566, "learning_rate": 4.347826086956522e-06, "loss": 1.219, "step": 10 }, { "epoch": 0.048426150121065374, "grad_norm": 3.6281535625457764, "learning_rate": 9.178743961352658e-06, "loss": 0.5346, "step": 20 }, { "epoch": 0.07263922518159806, "grad_norm": 1.3283765316009521, "learning_rate": 1.4009661835748794e-05, "loss": 0.2833, "step": 30 }, { "epoch": 0.09685230024213075, "grad_norm": 0.9842846989631653, "learning_rate": 1.8840579710144928e-05, "loss": 0.2634, "step": 40 }, { "epoch": 0.12106537530266344, "grad_norm": 1.0522135496139526, "learning_rate": 2.3671497584541063e-05, "loss": 0.2395, "step": 50 }, { "epoch": 0.14527845036319612, "grad_norm": 2.5851502418518066, "learning_rate": 2.8502415458937197e-05, "loss": 0.2276, "step": 60 }, { "epoch": 0.1694915254237288, "grad_norm": 2.193751811981201, "learning_rate": 3.3333333333333335e-05, "loss": 0.2132, "step": 70 }, { "epoch": 0.1937046004842615, "grad_norm": 1.3635494709014893, "learning_rate": 3.8164251207729466e-05, "loss": 0.1527, "step": 80 }, { "epoch": 0.2179176755447942, "grad_norm": 1.6510685682296753, "learning_rate": 4.299516908212561e-05, "loss": 0.1329, "step": 90 }, { "epoch": 0.24213075060532688, "grad_norm": 1.4388657808303833, "learning_rate": 4.782608695652174e-05, "loss": 0.1018, "step": 100 }, { "epoch": 0.26634382566585957, "grad_norm": 1.64125657081604, "learning_rate": 5.265700483091788e-05, "loss": 0.078, "step": 110 }, { "epoch": 0.29055690072639223, "grad_norm": 1.2639251947402954, "learning_rate": 5.748792270531401e-05, "loss": 0.0711, "step": 120 }, { "epoch": 0.31476997578692495, "grad_norm": 1.62830650806427, "learning_rate": 6.231884057971015e-05, "loss": 0.0606, "step": 130 }, { "epoch": 0.3389830508474576, "grad_norm": 0.8511275053024292, "learning_rate": 6.714975845410629e-05, "loss": 0.0622, "step": 140 }, { "epoch": 0.36319612590799033, "grad_norm": 1.3801764249801636, "learning_rate": 7.198067632850241e-05, "loss": 0.0603, "step": 150 }, { "epoch": 0.387409200968523, "grad_norm": 1.413758635520935, "learning_rate": 7.681159420289855e-05, "loss": 0.0556, "step": 160 }, { "epoch": 0.4116222760290557, "grad_norm": 1.356022834777832, "learning_rate": 8.164251207729469e-05, "loss": 0.051, "step": 170 }, { "epoch": 0.4358353510895884, "grad_norm": 1.2023545503616333, "learning_rate": 8.647342995169082e-05, "loss": 0.058, "step": 180 }, { "epoch": 0.4600484261501211, "grad_norm": 1.078213095664978, "learning_rate": 9.130434782608696e-05, "loss": 0.0582, "step": 190 }, { "epoch": 0.48426150121065376, "grad_norm": 1.5349342823028564, "learning_rate": 9.61352657004831e-05, "loss": 0.0503, "step": 200 }, { "epoch": 0.5084745762711864, "grad_norm": 1.4993520975112915, "learning_rate": 9.999993586973475e-05, "loss": 0.051, "step": 210 }, { "epoch": 0.5326876513317191, "grad_norm": 1.1498175859451294, "learning_rate": 9.999769132772383e-05, "loss": 0.0465, "step": 220 }, { "epoch": 0.5569007263922519, "grad_norm": 1.5015146732330322, "learning_rate": 9.999224043695558e-05, "loss": 0.0466, "step": 230 }, { "epoch": 0.5811138014527845, "grad_norm": 1.4152038097381592, "learning_rate": 9.998358354699527e-05, "loss": 0.0541, "step": 240 }, { "epoch": 0.6053268765133172, "grad_norm": 0.9660841226577759, "learning_rate": 9.997172121300869e-05, "loss": 0.0481, "step": 250 }, { "epoch": 0.6295399515738499, "grad_norm": 0.5574754476547241, "learning_rate": 9.995665419572655e-05, "loss": 0.0417, "step": 260 }, { "epoch": 0.6537530266343826, "grad_norm": 0.8871133327484131, "learning_rate": 9.993838346139575e-05, "loss": 0.0422, "step": 270 }, { "epoch": 0.6779661016949152, "grad_norm": 1.0467956066131592, "learning_rate": 9.991691018171728e-05, "loss": 0.0432, "step": 280 }, { "epoch": 0.7021791767554479, "grad_norm": 0.7515904903411865, "learning_rate": 9.98922357337712e-05, "loss": 0.04, "step": 290 }, { "epoch": 0.7263922518159807, "grad_norm": 0.8611346483230591, "learning_rate": 9.986436169992829e-05, "loss": 0.0432, "step": 300 }, { "epoch": 0.7506053268765133, "grad_norm": 1.2184507846832275, "learning_rate": 9.983328986774857e-05, "loss": 0.0475, "step": 310 }, { "epoch": 0.774818401937046, "grad_norm": 1.0365543365478516, "learning_rate": 9.979902222986665e-05, "loss": 0.0409, "step": 320 }, { "epoch": 0.7990314769975787, "grad_norm": 1.19819176197052, "learning_rate": 9.976156098386397e-05, "loss": 0.0476, "step": 330 }, { "epoch": 0.8232445520581114, "grad_norm": 1.1090412139892578, "learning_rate": 9.972090853212784e-05, "loss": 0.0434, "step": 340 }, { "epoch": 0.847457627118644, "grad_norm": 0.9239978194236755, "learning_rate": 9.967706748169741e-05, "loss": 0.0429, "step": 350 }, { "epoch": 0.8716707021791767, "grad_norm": 0.787528395652771, "learning_rate": 9.963004064409643e-05, "loss": 0.0354, "step": 360 }, { "epoch": 0.8958837772397095, "grad_norm": 0.4484574794769287, "learning_rate": 9.957983103515301e-05, "loss": 0.0318, "step": 370 }, { "epoch": 0.9200968523002422, "grad_norm": 1.2977949380874634, "learning_rate": 9.952644187480616e-05, "loss": 0.0337, "step": 380 }, { "epoch": 0.9443099273607748, "grad_norm": 0.5682202577590942, "learning_rate": 9.946987658689935e-05, "loss": 0.0427, "step": 390 }, { "epoch": 0.9685230024213075, "grad_norm": 1.0188621282577515, "learning_rate": 9.941013879896086e-05, "loss": 0.0453, "step": 400 }, { "epoch": 0.9927360774818402, "grad_norm": 0.6840345859527588, "learning_rate": 9.934723234197125e-05, "loss": 0.0331, "step": 410 }, { "epoch": 1.0169491525423728, "grad_norm": 0.5565572381019592, "learning_rate": 9.928116125011757e-05, "loss": 0.0357, "step": 420 }, { "epoch": 1.0411622276029056, "grad_norm": 0.9893571138381958, "learning_rate": 9.921192976053475e-05, "loss": 0.0369, "step": 430 }, { "epoch": 1.0653753026634383, "grad_norm": 0.5016394853591919, "learning_rate": 9.91395423130338e-05, "loss": 0.0415, "step": 440 }, { "epoch": 1.089588377723971, "grad_norm": 0.9219514727592468, "learning_rate": 9.906400354981708e-05, "loss": 0.0317, "step": 450 }, { "epoch": 1.1138014527845037, "grad_norm": 0.7229718565940857, "learning_rate": 9.898531831518071e-05, "loss": 0.0373, "step": 460 }, { "epoch": 1.1380145278450362, "grad_norm": 0.546488344669342, "learning_rate": 9.890349165520374e-05, "loss": 0.0329, "step": 470 }, { "epoch": 1.162227602905569, "grad_norm": 0.7286725044250488, "learning_rate": 9.881852881742467e-05, "loss": 0.036, "step": 480 }, { "epoch": 1.1864406779661016, "grad_norm": 0.4930359721183777, "learning_rate": 9.873043525050487e-05, "loss": 0.0336, "step": 490 }, { "epoch": 1.2106537530266344, "grad_norm": 0.4993440806865692, "learning_rate": 9.863921660387915e-05, "loss": 0.0328, "step": 500 }, { "epoch": 1.234866828087167, "grad_norm": 0.4880729019641876, "learning_rate": 9.854487872739353e-05, "loss": 0.0314, "step": 510 }, { "epoch": 1.2590799031476998, "grad_norm": 0.7694539427757263, "learning_rate": 9.844742767092999e-05, "loss": 0.0308, "step": 520 }, { "epoch": 1.2832929782082325, "grad_norm": 0.5350916981697083, "learning_rate": 9.834686968401858e-05, "loss": 0.0327, "step": 530 }, { "epoch": 1.307506053268765, "grad_norm": 0.5806859731674194, "learning_rate": 9.824321121543662e-05, "loss": 0.0348, "step": 540 }, { "epoch": 1.331719128329298, "grad_norm": 0.984224259853363, "learning_rate": 9.813645891279504e-05, "loss": 0.0343, "step": 550 }, { "epoch": 1.3559322033898304, "grad_norm": 0.6391584277153015, "learning_rate": 9.802661962211223e-05, "loss": 0.0433, "step": 560 }, { "epoch": 1.3801452784503632, "grad_norm": 0.5319145917892456, "learning_rate": 9.791370038737488e-05, "loss": 0.0349, "step": 570 }, { "epoch": 1.4043583535108959, "grad_norm": 0.6750283241271973, "learning_rate": 9.779770845008634e-05, "loss": 0.0343, "step": 580 }, { "epoch": 1.4285714285714286, "grad_norm": 0.4468190371990204, "learning_rate": 9.767865124880216e-05, "loss": 0.0313, "step": 590 }, { "epoch": 1.4527845036319613, "grad_norm": 0.676367998123169, "learning_rate": 9.755653641865303e-05, "loss": 0.0279, "step": 600 }, { "epoch": 1.4769975786924938, "grad_norm": 0.8222053050994873, "learning_rate": 9.743137179085525e-05, "loss": 0.0267, "step": 610 }, { "epoch": 1.5012106537530268, "grad_norm": 0.5091126561164856, "learning_rate": 9.73031653922084e-05, "loss": 0.0338, "step": 620 }, { "epoch": 1.5254237288135593, "grad_norm": 0.554908275604248, "learning_rate": 9.717192544458066e-05, "loss": 0.031, "step": 630 }, { "epoch": 1.549636803874092, "grad_norm": 0.44886624813079834, "learning_rate": 9.703766036438153e-05, "loss": 0.0285, "step": 640 }, { "epoch": 1.5738498789346247, "grad_norm": 0.4387259781360626, "learning_rate": 9.690037876202203e-05, "loss": 0.0358, "step": 650 }, { "epoch": 1.5980629539951574, "grad_norm": 0.8767748475074768, "learning_rate": 9.676008944136255e-05, "loss": 0.031, "step": 660 }, { "epoch": 1.6222760290556901, "grad_norm": 0.8203006386756897, "learning_rate": 9.661680139914828e-05, "loss": 0.0298, "step": 670 }, { "epoch": 1.6464891041162226, "grad_norm": 0.4358081519603729, "learning_rate": 9.647052382443225e-05, "loss": 0.0325, "step": 680 }, { "epoch": 1.6707021791767556, "grad_norm": 0.46960800886154175, "learning_rate": 9.6321266097986e-05, "loss": 0.0282, "step": 690 }, { "epoch": 1.694915254237288, "grad_norm": 0.303195595741272, "learning_rate": 9.6169037791698e-05, "loss": 0.031, "step": 700 }, { "epoch": 1.7191283292978208, "grad_norm": 0.47395652532577515, "learning_rate": 9.601384866795983e-05, "loss": 0.0269, "step": 710 }, { "epoch": 1.7433414043583535, "grad_norm": 0.5478650331497192, "learning_rate": 9.585570867904012e-05, "loss": 0.0237, "step": 720 }, { "epoch": 1.7675544794188862, "grad_norm": 0.6274806261062622, "learning_rate": 9.569462796644624e-05, "loss": 0.0289, "step": 730 }, { "epoch": 1.791767554479419, "grad_norm": 0.6277469992637634, "learning_rate": 9.553061686027404e-05, "loss": 0.0344, "step": 740 }, { "epoch": 1.8159806295399514, "grad_norm": 0.5670201182365417, "learning_rate": 9.536368587854531e-05, "loss": 0.0335, "step": 750 }, { "epoch": 1.8401937046004844, "grad_norm": 0.5375405550003052, "learning_rate": 9.519384572653327e-05, "loss": 0.0294, "step": 760 }, { "epoch": 1.8644067796610169, "grad_norm": 0.44453924894332886, "learning_rate": 9.502110729607602e-05, "loss": 0.0291, "step": 770 }, { "epoch": 1.8886198547215496, "grad_norm": 0.5732792019844055, "learning_rate": 9.48454816648781e-05, "loss": 0.0361, "step": 780 }, { "epoch": 1.9128329297820823, "grad_norm": 0.5002064108848572, "learning_rate": 9.466698009580004e-05, "loss": 0.0287, "step": 790 }, { "epoch": 1.937046004842615, "grad_norm": 0.34643664956092834, "learning_rate": 9.448561403613609e-05, "loss": 0.0279, "step": 800 }, { "epoch": 1.9612590799031477, "grad_norm": 0.676895797252655, "learning_rate": 9.430139511688011e-05, "loss": 0.033, "step": 810 }, { "epoch": 1.9854721549636802, "grad_norm": 0.5184364914894104, "learning_rate": 9.411433515197962e-05, "loss": 0.0365, "step": 820 }, { "epoch": 2.009685230024213, "grad_norm": 0.6755319833755493, "learning_rate": 9.392444613757825e-05, "loss": 0.0288, "step": 830 }, { "epoch": 2.0338983050847457, "grad_norm": 0.435638427734375, "learning_rate": 9.37317402512464e-05, "loss": 0.0323, "step": 840 }, { "epoch": 2.0581113801452786, "grad_norm": 0.4864523410797119, "learning_rate": 9.353622985120025e-05, "loss": 0.0299, "step": 850 }, { "epoch": 2.082324455205811, "grad_norm": 0.48548439145088196, "learning_rate": 9.333792747550932e-05, "loss": 0.0296, "step": 860 }, { "epoch": 2.106537530266344, "grad_norm": 0.5011010766029358, "learning_rate": 9.31368458412923e-05, "loss": 0.0352, "step": 870 }, { "epoch": 2.1307506053268765, "grad_norm": 0.5553706288337708, "learning_rate": 9.293299784390159e-05, "loss": 0.0286, "step": 880 }, { "epoch": 2.154963680387409, "grad_norm": 0.42400527000427246, "learning_rate": 9.272639655609625e-05, "loss": 0.0287, "step": 890 }, { "epoch": 2.179176755447942, "grad_norm": 0.6468676924705505, "learning_rate": 9.25170552272037e-05, "loss": 0.0294, "step": 900 }, { "epoch": 2.2033898305084745, "grad_norm": 0.763471245765686, "learning_rate": 9.230498728227003e-05, "loss": 0.0292, "step": 910 }, { "epoch": 2.2276029055690074, "grad_norm": 0.5711312890052795, "learning_rate": 9.2090206321199e-05, "loss": 0.0269, "step": 920 }, { "epoch": 2.25181598062954, "grad_norm": 0.9411391615867615, "learning_rate": 9.187272611787998e-05, "loss": 0.034, "step": 930 }, { "epoch": 2.2760290556900724, "grad_norm": 0.5827078819274902, "learning_rate": 9.165256061930454e-05, "loss": 0.0318, "step": 940 }, { "epoch": 2.3002421307506054, "grad_norm": 0.5397030115127563, "learning_rate": 9.142972394467204e-05, "loss": 0.032, "step": 950 }, { "epoch": 2.324455205811138, "grad_norm": 0.862445056438446, "learning_rate": 9.120423038448425e-05, "loss": 0.035, "step": 960 }, { "epoch": 2.348668280871671, "grad_norm": 0.6456196904182434, "learning_rate": 9.097609439962878e-05, "loss": 0.0354, "step": 970 }, { "epoch": 2.3728813559322033, "grad_norm": 0.6230847239494324, "learning_rate": 9.074533062045183e-05, "loss": 0.0295, "step": 980 }, { "epoch": 2.3970944309927362, "grad_norm": 0.6180257201194763, "learning_rate": 9.051195384581981e-05, "loss": 0.0334, "step": 990 }, { "epoch": 2.4213075060532687, "grad_norm": 0.3131691515445709, "learning_rate": 9.027597904217043e-05, "loss": 0.0274, "step": 1000 }, { "epoch": 2.4455205811138017, "grad_norm": 0.39872610569000244, "learning_rate": 9.003742134255277e-05, "loss": 0.0296, "step": 1010 }, { "epoch": 2.469733656174334, "grad_norm": 0.4374605119228363, "learning_rate": 8.979629604565693e-05, "loss": 0.0292, "step": 1020 }, { "epoch": 2.4939467312348667, "grad_norm": 0.4332369863986969, "learning_rate": 8.955261861483282e-05, "loss": 0.0263, "step": 1030 }, { "epoch": 2.5181598062953996, "grad_norm": 0.5756627321243286, "learning_rate": 8.930640467709851e-05, "loss": 0.0283, "step": 1040 }, { "epoch": 2.542372881355932, "grad_norm": 0.3488200306892395, "learning_rate": 8.905767002213819e-05, "loss": 0.0262, "step": 1050 }, { "epoch": 2.566585956416465, "grad_norm": 0.524331271648407, "learning_rate": 8.88064306012894e-05, "loss": 0.024, "step": 1060 }, { "epoch": 2.5907990314769975, "grad_norm": 0.3777640461921692, "learning_rate": 8.855270252652015e-05, "loss": 0.0252, "step": 1070 }, { "epoch": 2.61501210653753, "grad_norm": 0.6405127644538879, "learning_rate": 8.829650206939572e-05, "loss": 0.0292, "step": 1080 }, { "epoch": 2.639225181598063, "grad_norm": 0.3900570869445801, "learning_rate": 8.80378456600351e-05, "loss": 0.0235, "step": 1090 }, { "epoch": 2.663438256658596, "grad_norm": 0.7688729166984558, "learning_rate": 8.777674988605734e-05, "loss": 0.0314, "step": 1100 }, { "epoch": 2.6876513317191284, "grad_norm": 0.4445840120315552, "learning_rate": 8.751323149151777e-05, "loss": 0.0287, "step": 1110 }, { "epoch": 2.711864406779661, "grad_norm": 0.5217771530151367, "learning_rate": 8.724730737583422e-05, "loss": 0.03, "step": 1120 }, { "epoch": 2.736077481840194, "grad_norm": 0.5833253264427185, "learning_rate": 8.697899459270327e-05, "loss": 0.0332, "step": 1130 }, { "epoch": 2.7602905569007263, "grad_norm": 0.6366708278656006, "learning_rate": 8.670831034900664e-05, "loss": 0.0247, "step": 1140 }, { "epoch": 2.7845036319612593, "grad_norm": 0.3748825490474701, "learning_rate": 8.643527200370758e-05, "loss": 0.0305, "step": 1150 }, { "epoch": 2.8087167070217918, "grad_norm": 0.40509021282196045, "learning_rate": 8.615989706673777e-05, "loss": 0.0239, "step": 1160 }, { "epoch": 2.8329297820823243, "grad_norm": 0.5147580504417419, "learning_rate": 8.58822031978744e-05, "loss": 0.0287, "step": 1170 }, { "epoch": 2.857142857142857, "grad_norm": 0.4517873525619507, "learning_rate": 8.560220820560751e-05, "loss": 0.0288, "step": 1180 }, { "epoch": 2.8813559322033897, "grad_norm": 0.7967084646224976, "learning_rate": 8.531993004599816e-05, "loss": 0.0253, "step": 1190 }, { "epoch": 2.9055690072639226, "grad_norm": 0.5259402394294739, "learning_rate": 8.50353868215267e-05, "loss": 0.0287, "step": 1200 }, { "epoch": 2.929782082324455, "grad_norm": 0.4724416434764862, "learning_rate": 8.4748596779932e-05, "loss": 0.0272, "step": 1210 }, { "epoch": 2.9539951573849876, "grad_norm": 0.2902815341949463, "learning_rate": 8.445957831304112e-05, "loss": 0.0328, "step": 1220 }, { "epoch": 2.9782082324455206, "grad_norm": 0.3525785505771637, "learning_rate": 8.416834995558994e-05, "loss": 0.026, "step": 1230 }, { "epoch": 3.002421307506053, "grad_norm": 0.6052837371826172, "learning_rate": 8.387493038403443e-05, "loss": 0.0291, "step": 1240 }, { "epoch": 3.026634382566586, "grad_norm": 0.5345153212547302, "learning_rate": 8.357933841535301e-05, "loss": 0.0303, "step": 1250 }, { "epoch": 3.0508474576271185, "grad_norm": 0.5326432585716248, "learning_rate": 8.328159300583982e-05, "loss": 0.0262, "step": 1260 }, { "epoch": 3.0750605326876514, "grad_norm": 0.468538761138916, "learning_rate": 8.298171324988894e-05, "loss": 0.0326, "step": 1270 }, { "epoch": 3.099273607748184, "grad_norm": 0.41319382190704346, "learning_rate": 8.267971837877006e-05, "loss": 0.0258, "step": 1280 }, { "epoch": 3.123486682808717, "grad_norm": 0.6319004893302917, "learning_rate": 8.237562775939495e-05, "loss": 0.0289, "step": 1290 }, { "epoch": 3.1476997578692494, "grad_norm": 0.45761534571647644, "learning_rate": 8.206946089307567e-05, "loss": 0.0305, "step": 1300 }, { "epoch": 3.171912832929782, "grad_norm": 0.4852744936943054, "learning_rate": 8.176123741427386e-05, "loss": 0.0242, "step": 1310 }, { "epoch": 3.196125907990315, "grad_norm": 0.5241371989250183, "learning_rate": 8.145097708934155e-05, "loss": 0.0222, "step": 1320 }, { "epoch": 3.2203389830508473, "grad_norm": 0.8541209697723389, "learning_rate": 8.113869981525357e-05, "loss": 0.0321, "step": 1330 }, { "epoch": 3.2445520581113803, "grad_norm": 0.6816042065620422, "learning_rate": 8.082442561833163e-05, "loss": 0.0252, "step": 1340 }, { "epoch": 3.2687651331719128, "grad_norm": 0.44044730067253113, "learning_rate": 8.050817465295995e-05, "loss": 0.0235, "step": 1350 }, { "epoch": 3.2929782082324457, "grad_norm": 0.3444546163082123, "learning_rate": 8.018996720029274e-05, "loss": 0.0234, "step": 1360 }, { "epoch": 3.317191283292978, "grad_norm": 0.3765280842781067, "learning_rate": 7.98698236669537e-05, "loss": 0.0226, "step": 1370 }, { "epoch": 3.341404358353511, "grad_norm": 0.43502533435821533, "learning_rate": 7.954776458372718e-05, "loss": 0.0187, "step": 1380 }, { "epoch": 3.3656174334140436, "grad_norm": 0.45811861753463745, "learning_rate": 7.922381060424167e-05, "loss": 0.0263, "step": 1390 }, { "epoch": 3.389830508474576, "grad_norm": 0.3686043620109558, "learning_rate": 7.88979825036452e-05, "loss": 0.0275, "step": 1400 }, { "epoch": 3.414043583535109, "grad_norm": 0.5341550707817078, "learning_rate": 7.85703011772731e-05, "loss": 0.0251, "step": 1410 }, { "epoch": 3.4382566585956416, "grad_norm": 0.35546207427978516, "learning_rate": 7.824078763930797e-05, "loss": 0.0205, "step": 1420 }, { "epoch": 3.4624697336561745, "grad_norm": 0.731827437877655, "learning_rate": 7.790946302143193e-05, "loss": 0.029, "step": 1430 }, { "epoch": 3.486682808716707, "grad_norm": 0.4253787696361542, "learning_rate": 7.757634857147167e-05, "loss": 0.021, "step": 1440 }, { "epoch": 3.5108958837772395, "grad_norm": 0.5337280035018921, "learning_rate": 7.724146565203558e-05, "loss": 0.0195, "step": 1450 }, { "epoch": 3.5351089588377724, "grad_norm": 0.4328541159629822, "learning_rate": 7.690483573914395e-05, "loss": 0.0213, "step": 1460 }, { "epoch": 3.559322033898305, "grad_norm": 0.5187674760818481, "learning_rate": 7.656648042085165e-05, "loss": 0.0267, "step": 1470 }, { "epoch": 3.583535108958838, "grad_norm": 0.48466581106185913, "learning_rate": 7.622642139586362e-05, "loss": 0.0267, "step": 1480 }, { "epoch": 3.6077481840193704, "grad_norm": 0.5195613503456116, "learning_rate": 7.588468047214351e-05, "loss": 0.0231, "step": 1490 }, { "epoch": 3.6319612590799033, "grad_norm": 0.524003803730011, "learning_rate": 7.554127956551493e-05, "loss": 0.0235, "step": 1500 }, { "epoch": 3.656174334140436, "grad_norm": 0.33985355496406555, "learning_rate": 7.519624069825617e-05, "loss": 0.0275, "step": 1510 }, { "epoch": 3.6803874092009687, "grad_norm": 0.3784356117248535, "learning_rate": 7.484958599768774e-05, "loss": 0.022, "step": 1520 }, { "epoch": 3.7046004842615012, "grad_norm": 0.477237731218338, "learning_rate": 7.450133769475353e-05, "loss": 0.0221, "step": 1530 }, { "epoch": 3.7288135593220337, "grad_norm": 0.3839130997657776, "learning_rate": 7.415151812259499e-05, "loss": 0.0268, "step": 1540 }, { "epoch": 3.7530266343825667, "grad_norm": 0.49952197074890137, "learning_rate": 7.380014971511897e-05, "loss": 0.0224, "step": 1550 }, { "epoch": 3.777239709443099, "grad_norm": 0.6298747062683105, "learning_rate": 7.344725500555904e-05, "loss": 0.0234, "step": 1560 }, { "epoch": 3.801452784503632, "grad_norm": 0.38655561208724976, "learning_rate": 7.309285662503046e-05, "loss": 0.0252, "step": 1570 }, { "epoch": 3.8256658595641646, "grad_norm": 0.5287598371505737, "learning_rate": 7.273697730107874e-05, "loss": 0.0201, "step": 1580 }, { "epoch": 3.849878934624697, "grad_norm": 0.36376315355300903, "learning_rate": 7.237963985622225e-05, "loss": 0.0219, "step": 1590 }, { "epoch": 3.87409200968523, "grad_norm": 0.35997477173805237, "learning_rate": 7.202086720648858e-05, "loss": 0.0201, "step": 1600 }, { "epoch": 3.898305084745763, "grad_norm": 0.3914177417755127, "learning_rate": 7.166068235994482e-05, "loss": 0.0282, "step": 1610 }, { "epoch": 3.9225181598062955, "grad_norm": 0.40190955996513367, "learning_rate": 7.129910841522224e-05, "loss": 0.0219, "step": 1620 }, { "epoch": 3.946731234866828, "grad_norm": 0.3664417266845703, "learning_rate": 7.093616856003491e-05, "loss": 0.0189, "step": 1630 }, { "epoch": 3.970944309927361, "grad_norm": 0.48169609904289246, "learning_rate": 7.057188606969255e-05, "loss": 0.0257, "step": 1640 }, { "epoch": 3.9951573849878934, "grad_norm": 0.3484075963497162, "learning_rate": 7.020628430560805e-05, "loss": 0.0195, "step": 1650 }, { "epoch": 4.019370460048426, "grad_norm": 0.5689908266067505, "learning_rate": 6.983938671379925e-05, "loss": 0.021, "step": 1660 }, { "epoch": 4.043583535108959, "grad_norm": 0.33592528104782104, "learning_rate": 6.947121682338532e-05, "loss": 0.0266, "step": 1670 }, { "epoch": 4.067796610169491, "grad_norm": 0.5136106610298157, "learning_rate": 6.910179824507785e-05, "loss": 0.0195, "step": 1680 }, { "epoch": 4.092009685230024, "grad_norm": 0.6747421622276306, "learning_rate": 6.873115466966673e-05, "loss": 0.0241, "step": 1690 }, { "epoch": 4.116222760290557, "grad_norm": 0.53533935546875, "learning_rate": 6.835930986650079e-05, "loss": 0.0238, "step": 1700 }, { "epoch": 4.14043583535109, "grad_norm": 0.4831724166870117, "learning_rate": 6.79862876819636e-05, "loss": 0.0209, "step": 1710 }, { "epoch": 4.164648910411622, "grad_norm": 0.23032645881175995, "learning_rate": 6.761211203794402e-05, "loss": 0.0198, "step": 1720 }, { "epoch": 4.188861985472155, "grad_norm": 0.6606164574623108, "learning_rate": 6.723680693030227e-05, "loss": 0.0173, "step": 1730 }, { "epoch": 4.213075060532688, "grad_norm": 0.6831424832344055, "learning_rate": 6.686039642733099e-05, "loss": 0.0316, "step": 1740 }, { "epoch": 4.237288135593221, "grad_norm": 0.46706271171569824, "learning_rate": 6.648290466821173e-05, "loss": 0.0295, "step": 1750 }, { "epoch": 4.261501210653753, "grad_norm": 0.4993816614151001, "learning_rate": 6.610435586146691e-05, "loss": 0.0202, "step": 1760 }, { "epoch": 4.285714285714286, "grad_norm": 0.4973191022872925, "learning_rate": 6.572477428340742e-05, "loss": 0.0236, "step": 1770 }, { "epoch": 4.309927360774818, "grad_norm": 0.6282814741134644, "learning_rate": 6.534418427657562e-05, "loss": 0.0252, "step": 1780 }, { "epoch": 4.3341404358353515, "grad_norm": 0.48325812816619873, "learning_rate": 6.49626102481844e-05, "loss": 0.025, "step": 1790 }, { "epoch": 4.358353510895884, "grad_norm": 0.5001636743545532, "learning_rate": 6.458007666855189e-05, "loss": 0.0185, "step": 1800 }, { "epoch": 4.3825665859564165, "grad_norm": 0.2403896600008011, "learning_rate": 6.419660806953214e-05, "loss": 0.0189, "step": 1810 }, { "epoch": 4.406779661016949, "grad_norm": 0.4437587261199951, "learning_rate": 6.381222904294198e-05, "loss": 0.0217, "step": 1820 }, { "epoch": 4.4309927360774815, "grad_norm": 0.33042415976524353, "learning_rate": 6.342696423898385e-05, "loss": 0.0182, "step": 1830 }, { "epoch": 4.455205811138015, "grad_norm": 0.3821597397327423, "learning_rate": 6.304083836466508e-05, "loss": 0.0203, "step": 1840 }, { "epoch": 4.479418886198547, "grad_norm": 0.43313896656036377, "learning_rate": 6.265387618221338e-05, "loss": 0.0194, "step": 1850 }, { "epoch": 4.50363196125908, "grad_norm": 0.516511857509613, "learning_rate": 6.226610250748883e-05, "loss": 0.0207, "step": 1860 }, { "epoch": 4.527845036319612, "grad_norm": 0.5924696922302246, "learning_rate": 6.18775422083925e-05, "loss": 0.023, "step": 1870 }, { "epoch": 4.552058111380145, "grad_norm": 0.3925945460796356, "learning_rate": 6.148822020327156e-05, "loss": 0.0209, "step": 1880 }, { "epoch": 4.576271186440678, "grad_norm": 0.47303834557533264, "learning_rate": 6.109816145932141e-05, "loss": 0.0175, "step": 1890 }, { "epoch": 4.600484261501211, "grad_norm": 0.4368993937969208, "learning_rate": 6.0707390990984394e-05, "loss": 0.0235, "step": 1900 }, { "epoch": 4.624697336561743, "grad_norm": 0.4102156460285187, "learning_rate": 6.031593385834574e-05, "loss": 0.0241, "step": 1910 }, { "epoch": 4.648910411622276, "grad_norm": 0.5213890075683594, "learning_rate": 5.992381516552645e-05, "loss": 0.0196, "step": 1920 }, { "epoch": 4.673123486682809, "grad_norm": 0.5507159233093262, "learning_rate": 5.953106005907325e-05, "loss": 0.0237, "step": 1930 }, { "epoch": 4.697336561743342, "grad_norm": 0.4065288007259369, "learning_rate": 5.91376937263461e-05, "loss": 0.0209, "step": 1940 }, { "epoch": 4.721549636803874, "grad_norm": 0.428822785615921, "learning_rate": 5.874374139390285e-05, "loss": 0.0213, "step": 1950 }, { "epoch": 4.745762711864407, "grad_norm": 0.3405175805091858, "learning_rate": 5.834922832588142e-05, "loss": 0.0187, "step": 1960 }, { "epoch": 4.76997578692494, "grad_norm": 0.5359544157981873, "learning_rate": 5.795417982237977e-05, "loss": 0.0245, "step": 1970 }, { "epoch": 4.7941888619854724, "grad_norm": 0.2747100293636322, "learning_rate": 5.755862121783318e-05, "loss": 0.0227, "step": 1980 }, { "epoch": 4.818401937046005, "grad_norm": 0.2599546015262604, "learning_rate": 5.71625778793898e-05, "loss": 0.0165, "step": 1990 }, { "epoch": 4.842615012106537, "grad_norm": 0.44031813740730286, "learning_rate": 5.6766075205283656e-05, "loss": 0.0229, "step": 2000 }, { "epoch": 4.86682808716707, "grad_norm": 0.3480910360813141, "learning_rate": 5.6369138623205934e-05, "loss": 0.0234, "step": 2010 }, { "epoch": 4.891041162227603, "grad_norm": 0.49539098143577576, "learning_rate": 5.597179358867436e-05, "loss": 0.0197, "step": 2020 }, { "epoch": 4.915254237288136, "grad_norm": 0.3340466618537903, "learning_rate": 5.557406558340067e-05, "loss": 0.0216, "step": 2030 }, { "epoch": 4.939467312348668, "grad_norm": 0.3774010241031647, "learning_rate": 5.517598011365648e-05, "loss": 0.0221, "step": 2040 }, { "epoch": 4.963680387409201, "grad_norm": 0.5662590861320496, "learning_rate": 5.477756270863759e-05, "loss": 0.0218, "step": 2050 }, { "epoch": 4.987893462469733, "grad_norm": 0.3723698556423187, "learning_rate": 5.437883891882677e-05, "loss": 0.0198, "step": 2060 }, { "epoch": 5.012106537530267, "grad_norm": 0.4187380075454712, "learning_rate": 5.3979834314355246e-05, "loss": 0.0201, "step": 2070 }, { "epoch": 5.036319612590799, "grad_norm": 0.30294930934906006, "learning_rate": 5.358057448336289e-05, "loss": 0.0213, "step": 2080 }, { "epoch": 5.060532687651332, "grad_norm": 0.3359505534172058, "learning_rate": 5.318108503035717e-05, "loss": 0.0252, "step": 2090 }, { "epoch": 5.084745762711864, "grad_norm": 0.3298729658126831, "learning_rate": 5.278139157457126e-05, "loss": 0.0214, "step": 2100 }, { "epoch": 5.108958837772397, "grad_norm": 0.4143202602863312, "learning_rate": 5.238151974832099e-05, "loss": 0.0203, "step": 2110 }, { "epoch": 5.13317191283293, "grad_norm": 0.6293091177940369, "learning_rate": 5.1981495195361085e-05, "loss": 0.0137, "step": 2120 }, { "epoch": 5.157384987893463, "grad_norm": 0.41614845395088196, "learning_rate": 5.158134356924065e-05, "loss": 0.0228, "step": 2130 }, { "epoch": 5.181598062953995, "grad_norm": 0.27436840534210205, "learning_rate": 5.1181090531657925e-05, "loss": 0.0178, "step": 2140 }, { "epoch": 5.2058111380145276, "grad_norm": 0.4565282166004181, "learning_rate": 5.078076175081469e-05, "loss": 0.0196, "step": 2150 }, { "epoch": 5.230024213075061, "grad_norm": 0.23529233038425446, "learning_rate": 5.0380382899770174e-05, "loss": 0.014, "step": 2160 }, { "epoch": 5.254237288135593, "grad_norm": 0.3984922170639038, "learning_rate": 4.997997965479453e-05, "loss": 0.0167, "step": 2170 }, { "epoch": 5.278450363196126, "grad_norm": 0.5911064743995667, "learning_rate": 4.957957769372235e-05, "loss": 0.0199, "step": 2180 }, { "epoch": 5.302663438256658, "grad_norm": 0.4379945993423462, "learning_rate": 4.9179202694305863e-05, "loss": 0.0185, "step": 2190 }, { "epoch": 5.326876513317191, "grad_norm": 0.26240068674087524, "learning_rate": 4.877888033256827e-05, "loss": 0.0185, "step": 2200 }, { "epoch": 5.351089588377724, "grad_norm": 0.5069613456726074, "learning_rate": 4.8378636281157106e-05, "loss": 0.0251, "step": 2210 }, { "epoch": 5.375302663438257, "grad_norm": 0.2779732346534729, "learning_rate": 4.7978496207697856e-05, "loss": 0.0197, "step": 2220 }, { "epoch": 5.399515738498789, "grad_norm": 0.5277904272079468, "learning_rate": 4.757848577314792e-05, "loss": 0.0245, "step": 2230 }, { "epoch": 5.423728813559322, "grad_norm": 0.3333110809326172, "learning_rate": 4.7178630630150986e-05, "loss": 0.0192, "step": 2240 }, { "epoch": 5.447941888619855, "grad_norm": 0.33465272188186646, "learning_rate": 4.677895642139187e-05, "loss": 0.018, "step": 2250 }, { "epoch": 5.472154963680388, "grad_norm": 0.3127654790878296, "learning_rate": 4.6379488777952104e-05, "loss": 0.0201, "step": 2260 }, { "epoch": 5.49636803874092, "grad_norm": 0.32928746938705444, "learning_rate": 4.598025331766619e-05, "loss": 0.0177, "step": 2270 }, { "epoch": 5.520581113801453, "grad_norm": 0.48403435945510864, "learning_rate": 4.558127564347872e-05, "loss": 0.0188, "step": 2280 }, { "epoch": 5.544794188861985, "grad_norm": 0.20380015671253204, "learning_rate": 4.5182581341802546e-05, "loss": 0.0223, "step": 2290 }, { "epoch": 5.5690072639225185, "grad_norm": 0.2391510307788849, "learning_rate": 4.478419598087779e-05, "loss": 0.0194, "step": 2300 }, { "epoch": 5.593220338983051, "grad_norm": 0.435085266828537, "learning_rate": 4.438614510913226e-05, "loss": 0.0186, "step": 2310 }, { "epoch": 5.6174334140435835, "grad_norm": 0.5343508124351501, "learning_rate": 4.398845425354299e-05, "loss": 0.0189, "step": 2320 }, { "epoch": 5.641646489104116, "grad_norm": 0.4521825909614563, "learning_rate": 4.359114891799916e-05, "loss": 0.0187, "step": 2330 }, { "epoch": 5.6658595641646485, "grad_norm": 0.4380617141723633, "learning_rate": 4.319425458166667e-05, "loss": 0.0186, "step": 2340 }, { "epoch": 5.690072639225182, "grad_norm": 0.4022640287876129, "learning_rate": 4.279779669735395e-05, "loss": 0.0156, "step": 2350 }, { "epoch": 5.714285714285714, "grad_norm": 0.31047096848487854, "learning_rate": 4.240180068987987e-05, "loss": 0.0188, "step": 2360 }, { "epoch": 5.738498789346247, "grad_norm": 0.39451998472213745, "learning_rate": 4.2006291954443135e-05, "loss": 0.0183, "step": 2370 }, { "epoch": 5.762711864406779, "grad_norm": 0.46594133973121643, "learning_rate": 4.161129585499374e-05, "loss": 0.0191, "step": 2380 }, { "epoch": 5.786924939467312, "grad_norm": 0.426654577255249, "learning_rate": 4.1216837722606385e-05, "loss": 0.0191, "step": 2390 }, { "epoch": 5.811138014527845, "grad_norm": 0.5002307295799255, "learning_rate": 4.0822942853855906e-05, "loss": 0.0169, "step": 2400 }, { "epoch": 5.835351089588378, "grad_norm": 0.4844606816768646, "learning_rate": 4.042963650919514e-05, "loss": 0.0212, "step": 2410 }, { "epoch": 5.85956416464891, "grad_norm": 0.39920294284820557, "learning_rate": 4.00369439113349e-05, "loss": 0.018, "step": 2420 }, { "epoch": 5.883777239709443, "grad_norm": 0.5288690328598022, "learning_rate": 3.964489024362645e-05, "loss": 0.0233, "step": 2430 }, { "epoch": 5.907990314769976, "grad_norm": 0.292603075504303, "learning_rate": 3.925350064844652e-05, "loss": 0.0171, "step": 2440 }, { "epoch": 5.932203389830509, "grad_norm": 0.32963159680366516, "learning_rate": 3.886280022558488e-05, "loss": 0.0197, "step": 2450 }, { "epoch": 5.956416464891041, "grad_norm": 0.3997160792350769, "learning_rate": 3.847281403063475e-05, "loss": 0.0207, "step": 2460 }, { "epoch": 5.980629539951574, "grad_norm": 0.38237011432647705, "learning_rate": 3.8083567073385924e-05, "loss": 0.0199, "step": 2470 }, { "epoch": 6.004842615012106, "grad_norm": 0.23426410555839539, "learning_rate": 3.769508431622098e-05, "loss": 0.0121, "step": 2480 }, { "epoch": 6.0290556900726395, "grad_norm": 0.33642134070396423, "learning_rate": 3.7307390672514365e-05, "loss": 0.0191, "step": 2490 }, { "epoch": 6.053268765133172, "grad_norm": 0.6005287766456604, "learning_rate": 3.692051100503474e-05, "loss": 0.0218, "step": 2500 }, { "epoch": 6.0774818401937045, "grad_norm": 0.4643798768520355, "learning_rate": 3.65344701243505e-05, "loss": 0.0195, "step": 2510 }, { "epoch": 6.101694915254237, "grad_norm": 0.45341044664382935, "learning_rate": 3.6149292787238704e-05, "loss": 0.0166, "step": 2520 }, { "epoch": 6.12590799031477, "grad_norm": 0.30894288420677185, "learning_rate": 3.576500369509745e-05, "loss": 0.0219, "step": 2530 }, { "epoch": 6.150121065375303, "grad_norm": 0.3712292015552521, "learning_rate": 3.53816274923617e-05, "loss": 0.0187, "step": 2540 }, { "epoch": 6.174334140435835, "grad_norm": 0.47140249609947205, "learning_rate": 3.499918876492291e-05, "loss": 0.0211, "step": 2550 }, { "epoch": 6.198547215496368, "grad_norm": 0.38516488671302795, "learning_rate": 3.461771203855228e-05, "loss": 0.0192, "step": 2560 }, { "epoch": 6.2227602905569, "grad_norm": 0.34641772508621216, "learning_rate": 3.423722177732794e-05, "loss": 0.0216, "step": 2570 }, { "epoch": 6.246973365617434, "grad_norm": 0.3299332559108734, "learning_rate": 3.38577423820661e-05, "loss": 0.0209, "step": 2580 }, { "epoch": 6.271186440677966, "grad_norm": 0.553364098072052, "learning_rate": 3.347929818875618e-05, "loss": 0.0188, "step": 2590 }, { "epoch": 6.295399515738499, "grad_norm": 0.38545793294906616, "learning_rate": 3.3101913467000175e-05, "loss": 0.0184, "step": 2600 }, { "epoch": 6.319612590799031, "grad_norm": 0.4425388276576996, "learning_rate": 3.2725612418456214e-05, "loss": 0.0144, "step": 2610 }, { "epoch": 6.343825665859564, "grad_norm": 0.44513943791389465, "learning_rate": 3.235041917528657e-05, "loss": 0.018, "step": 2620 }, { "epoch": 6.368038740920097, "grad_norm": 0.38934046030044556, "learning_rate": 3.197635779861002e-05, "loss": 0.0137, "step": 2630 }, { "epoch": 6.39225181598063, "grad_norm": 0.32404854893684387, "learning_rate": 3.160345227695878e-05, "loss": 0.0183, "step": 2640 }, { "epoch": 6.416464891041162, "grad_norm": 0.3926362097263336, "learning_rate": 3.123172652474017e-05, "loss": 0.0188, "step": 2650 }, { "epoch": 6.440677966101695, "grad_norm": 0.3511805832386017, "learning_rate": 3.086120438070299e-05, "loss": 0.0174, "step": 2660 }, { "epoch": 6.464891041162228, "grad_norm": 0.41467368602752686, "learning_rate": 3.0491909606408732e-05, "loss": 0.0169, "step": 2670 }, { "epoch": 6.4891041162227605, "grad_norm": 0.46039411425590515, "learning_rate": 3.0123865884707725e-05, "loss": 0.0171, "step": 2680 }, { "epoch": 6.513317191283293, "grad_norm": 0.2516304552555084, "learning_rate": 2.975709681822036e-05, "loss": 0.0156, "step": 2690 }, { "epoch": 6.5375302663438255, "grad_norm": 0.44931912422180176, "learning_rate": 2.9391625927823495e-05, "loss": 0.0162, "step": 2700 }, { "epoch": 6.561743341404358, "grad_norm": 0.4187862277030945, "learning_rate": 2.9027476651142027e-05, "loss": 0.0184, "step": 2710 }, { "epoch": 6.585956416464891, "grad_norm": 0.4053860902786255, "learning_rate": 2.8664672341045873e-05, "loss": 0.0101, "step": 2720 }, { "epoch": 6.610169491525424, "grad_norm": 0.5316996574401855, "learning_rate": 2.8303236264152282e-05, "loss": 0.0182, "step": 2730 }, { "epoch": 6.634382566585956, "grad_norm": 0.365032434463501, "learning_rate": 2.794319159933386e-05, "loss": 0.0192, "step": 2740 }, { "epoch": 6.658595641646489, "grad_norm": 0.32179316878318787, "learning_rate": 2.758456143623198e-05, "loss": 0.0128, "step": 2750 }, { "epoch": 6.682808716707022, "grad_norm": 0.4393117129802704, "learning_rate": 2.722736877377611e-05, "loss": 0.0145, "step": 2760 }, { "epoch": 6.707021791767555, "grad_norm": 0.4327678978443146, "learning_rate": 2.6871636518708988e-05, "loss": 0.0141, "step": 2770 }, { "epoch": 6.731234866828087, "grad_norm": 0.5295847654342651, "learning_rate": 2.6517387484117425e-05, "loss": 0.0164, "step": 2780 }, { "epoch": 6.75544794188862, "grad_norm": 0.36039385199546814, "learning_rate": 2.6164644387969395e-05, "loss": 0.0203, "step": 2790 }, { "epoch": 6.779661016949152, "grad_norm": 0.2282714545726776, "learning_rate": 2.581342985165719e-05, "loss": 0.0158, "step": 2800 }, { "epoch": 6.803874092009686, "grad_norm": 0.2851778566837311, "learning_rate": 2.5463766398546653e-05, "loss": 0.0151, "step": 2810 }, { "epoch": 6.828087167070218, "grad_norm": 0.2291736602783203, "learning_rate": 2.51156764525327e-05, "loss": 0.0145, "step": 2820 }, { "epoch": 6.852300242130751, "grad_norm": 0.20650063455104828, "learning_rate": 2.4769182336601414e-05, "loss": 0.0129, "step": 2830 }, { "epoch": 6.876513317191283, "grad_norm": 0.40692734718322754, "learning_rate": 2.4424306271398344e-05, "loss": 0.0144, "step": 2840 }, { "epoch": 6.900726392251816, "grad_norm": 0.2539825439453125, "learning_rate": 2.4081070373803544e-05, "loss": 0.0124, "step": 2850 }, { "epoch": 6.924939467312349, "grad_norm": 0.3327092230319977, "learning_rate": 2.373949665551326e-05, "loss": 0.0135, "step": 2860 }, { "epoch": 6.9491525423728815, "grad_norm": 0.23752745985984802, "learning_rate": 2.3399607021628296e-05, "loss": 0.0168, "step": 2870 }, { "epoch": 6.973365617433414, "grad_norm": 0.6486648321151733, "learning_rate": 2.3061423269249177e-05, "loss": 0.0239, "step": 2880 }, { "epoch": 6.9975786924939465, "grad_norm": 0.4262261390686035, "learning_rate": 2.2724967086078368e-05, "loss": 0.0165, "step": 2890 }, { "epoch": 7.021791767554479, "grad_norm": 0.3665315508842468, "learning_rate": 2.2390260049029464e-05, "loss": 0.0193, "step": 2900 }, { "epoch": 7.046004842615012, "grad_norm": 0.2535628080368042, "learning_rate": 2.2057323622843434e-05, "loss": 0.0205, "step": 2910 }, { "epoch": 7.070217917675545, "grad_norm": 0.3896631598472595, "learning_rate": 2.1726179158712024e-05, "loss": 0.0152, "step": 2920 }, { "epoch": 7.094430992736077, "grad_norm": 0.4730014204978943, "learning_rate": 2.1396847892908638e-05, "loss": 0.0152, "step": 2930 }, { "epoch": 7.11864406779661, "grad_norm": 0.5514535903930664, "learning_rate": 2.1069350945426346e-05, "loss": 0.0145, "step": 2940 }, { "epoch": 7.142857142857143, "grad_norm": 0.5293081998825073, "learning_rate": 2.074370931862348e-05, "loss": 0.0185, "step": 2950 }, { "epoch": 7.167070217917676, "grad_norm": 0.41855254769325256, "learning_rate": 2.041994389587686e-05, "loss": 0.0154, "step": 2960 }, { "epoch": 7.191283292978208, "grad_norm": 0.4434002637863159, "learning_rate": 2.0098075440242388e-05, "loss": 0.0131, "step": 2970 }, { "epoch": 7.215496368038741, "grad_norm": 0.2480538785457611, "learning_rate": 1.9778124593123575e-05, "loss": 0.0113, "step": 2980 }, { "epoch": 7.239709443099273, "grad_norm": 0.18635334074497223, "learning_rate": 1.946011187294789e-05, "loss": 0.016, "step": 2990 }, { "epoch": 7.263922518159807, "grad_norm": 0.41284507513046265, "learning_rate": 1.9144057673850764e-05, "loss": 0.0145, "step": 3000 }, { "epoch": 7.288135593220339, "grad_norm": 0.5412480235099792, "learning_rate": 1.8829982264367875e-05, "loss": 0.0145, "step": 3010 }, { "epoch": 7.312348668280872, "grad_norm": 0.24749967455863953, "learning_rate": 1.8517905786135176e-05, "loss": 0.0165, "step": 3020 }, { "epoch": 7.336561743341404, "grad_norm": 0.18389324843883514, "learning_rate": 1.8207848252597348e-05, "loss": 0.0131, "step": 3030 }, { "epoch": 7.3607748184019375, "grad_norm": 0.19522632658481598, "learning_rate": 1.7899829547724216e-05, "loss": 0.0153, "step": 3040 }, { "epoch": 7.38498789346247, "grad_norm": 0.2908051013946533, "learning_rate": 1.7593869424735716e-05, "loss": 0.0174, "step": 3050 }, { "epoch": 7.4092009685230025, "grad_norm": 0.36149874329566956, "learning_rate": 1.728998750483503e-05, "loss": 0.0118, "step": 3060 }, { "epoch": 7.433414043583535, "grad_norm": 0.340459406375885, "learning_rate": 1.6988203275950303e-05, "loss": 0.0148, "step": 3070 }, { "epoch": 7.4576271186440675, "grad_norm": 0.4139629900455475, "learning_rate": 1.6688536091484867e-05, "loss": 0.016, "step": 3080 }, { "epoch": 7.481840193704601, "grad_norm": 0.3118135333061218, "learning_rate": 1.6391005169076185e-05, "loss": 0.0161, "step": 3090 }, { "epoch": 7.506053268765133, "grad_norm": 0.3446888327598572, "learning_rate": 1.6095629589363354e-05, "loss": 0.0102, "step": 3100 }, { "epoch": 7.530266343825666, "grad_norm": 0.26590508222579956, "learning_rate": 1.5802428294763427e-05, "loss": 0.0142, "step": 3110 }, { "epoch": 7.554479418886198, "grad_norm": 0.3192645013332367, "learning_rate": 1.5511420088256784e-05, "loss": 0.0155, "step": 3120 }, { "epoch": 7.578692493946731, "grad_norm": 0.2406865656375885, "learning_rate": 1.5222623632181126e-05, "loss": 0.014, "step": 3130 }, { "epoch": 7.602905569007264, "grad_norm": 0.29127171635627747, "learning_rate": 1.4936057447034762e-05, "loss": 0.0123, "step": 3140 }, { "epoch": 7.627118644067797, "grad_norm": 0.21008546650409698, "learning_rate": 1.4651739910288892e-05, "loss": 0.0115, "step": 3150 }, { "epoch": 7.651331719128329, "grad_norm": 0.3151668608188629, "learning_rate": 1.4369689255209029e-05, "loss": 0.019, "step": 3160 }, { "epoch": 7.675544794188862, "grad_norm": 0.5413271188735962, "learning_rate": 1.4089923569685692e-05, "loss": 0.0187, "step": 3170 }, { "epoch": 7.699757869249394, "grad_norm": 0.3901917636394501, "learning_rate": 1.3812460795074445e-05, "loss": 0.0133, "step": 3180 }, { "epoch": 7.723970944309928, "grad_norm": 0.3571145832538605, "learning_rate": 1.353731872504534e-05, "loss": 0.018, "step": 3190 }, { "epoch": 7.74818401937046, "grad_norm": 0.1830454170703888, "learning_rate": 1.3264515004441813e-05, "loss": 0.0155, "step": 3200 }, { "epoch": 7.772397094430993, "grad_norm": 0.3164803385734558, "learning_rate": 1.299406712814904e-05, "loss": 0.0123, "step": 3210 }, { "epoch": 7.796610169491525, "grad_norm": 0.3490462601184845, "learning_rate": 1.2725992439972113e-05, "loss": 0.013, "step": 3220 }, { "epoch": 7.8208232445520585, "grad_norm": 0.7496345639228821, "learning_rate": 1.2460308131523668e-05, "loss": 0.0155, "step": 3230 }, { "epoch": 7.845036319612591, "grad_norm": 0.3881627321243286, "learning_rate": 1.2197031241121481e-05, "loss": 0.0134, "step": 3240 }, { "epoch": 7.8692493946731235, "grad_norm": 0.6886332631111145, "learning_rate": 1.1936178652695762e-05, "loss": 0.0157, "step": 3250 }, { "epoch": 7.893462469733656, "grad_norm": 0.453621506690979, "learning_rate": 1.1677767094706366e-05, "loss": 0.0156, "step": 3260 }, { "epoch": 7.917675544794189, "grad_norm": 0.6541271209716797, "learning_rate": 1.1421813139070015e-05, "loss": 0.015, "step": 3270 }, { "epoch": 7.941888619854722, "grad_norm": 0.19482707977294922, "learning_rate": 1.1168333200097581e-05, "loss": 0.0154, "step": 3280 }, { "epoch": 7.966101694915254, "grad_norm": 0.3815418779850006, "learning_rate": 1.0917343533441405e-05, "loss": 0.0151, "step": 3290 }, { "epoch": 7.990314769975787, "grad_norm": 0.22648939490318298, "learning_rate": 1.066886023505279e-05, "loss": 0.0157, "step": 3300 }, { "epoch": 8.01452784503632, "grad_norm": 0.22604836523532867, "learning_rate": 1.0422899240149814e-05, "loss": 0.0142, "step": 3310 }, { "epoch": 8.038740920096853, "grad_norm": 0.24534879624843597, "learning_rate": 1.017947632219542e-05, "loss": 0.0138, "step": 3320 }, { "epoch": 8.062953995157384, "grad_norm": 0.3026754558086395, "learning_rate": 9.938607091885793e-06, "loss": 0.0145, "step": 3330 }, { "epoch": 8.087167070217918, "grad_norm": 0.2571144104003906, "learning_rate": 9.700306996149332e-06, "loss": 0.0122, "step": 3340 }, { "epoch": 8.111380145278451, "grad_norm": 0.1984659880399704, "learning_rate": 9.464591317155996e-06, "loss": 0.016, "step": 3350 }, { "epoch": 8.135593220338983, "grad_norm": 0.4001196026802063, "learning_rate": 9.23147517133724e-06, "loss": 0.011, "step": 3360 }, { "epoch": 8.159806295399516, "grad_norm": 0.4187612533569336, "learning_rate": 9.00097350841661e-06, "loss": 0.0111, "step": 3370 }, { "epoch": 8.184019370460048, "grad_norm": 0.2470700591802597, "learning_rate": 8.773101110451082e-06, "loss": 0.0099, "step": 3380 }, { "epoch": 8.208232445520581, "grad_norm": 0.2544308602809906, "learning_rate": 8.547872590883016e-06, "loss": 0.0132, "step": 3390 }, { "epoch": 8.232445520581114, "grad_norm": 0.3814391493797302, "learning_rate": 8.325302393602985e-06, "loss": 0.0176, "step": 3400 }, { "epoch": 8.256658595641646, "grad_norm": 0.446252703666687, "learning_rate": 8.10540479202358e-06, "loss": 0.0135, "step": 3410 }, { "epoch": 8.28087167070218, "grad_norm": 0.2458113580942154, "learning_rate": 7.888193888163942e-06, "loss": 0.0139, "step": 3420 }, { "epoch": 8.305084745762711, "grad_norm": 0.2790254056453705, "learning_rate": 7.673683611745518e-06, "loss": 0.0094, "step": 3430 }, { "epoch": 8.329297820823244, "grad_norm": 0.4545155465602875, "learning_rate": 7.461887719298632e-06, "loss": 0.0145, "step": 3440 }, { "epoch": 8.353510895883778, "grad_norm": 0.45168566703796387, "learning_rate": 7.252819793280391e-06, "loss": 0.0141, "step": 3450 }, { "epoch": 8.37772397094431, "grad_norm": 0.35018378496170044, "learning_rate": 7.046493241203539e-06, "loss": 0.0122, "step": 3460 }, { "epoch": 8.401937046004843, "grad_norm": 0.2541906535625458, "learning_rate": 6.842921294776699e-06, "loss": 0.0155, "step": 3470 }, { "epoch": 8.426150121065376, "grad_norm": 0.3892095685005188, "learning_rate": 6.642117009055854e-06, "loss": 0.0108, "step": 3480 }, { "epoch": 8.450363196125908, "grad_norm": 0.35709190368652344, "learning_rate": 6.44409326160702e-06, "loss": 0.011, "step": 3490 }, { "epoch": 8.474576271186441, "grad_norm": 0.46146559715270996, "learning_rate": 6.24886275168049e-06, "loss": 0.0111, "step": 3500 }, { "epoch": 8.498789346246973, "grad_norm": 0.6905137896537781, "learning_rate": 6.0564379993964415e-06, "loss": 0.0165, "step": 3510 }, { "epoch": 8.523002421307506, "grad_norm": 0.3822910785675049, "learning_rate": 5.866831344941948e-06, "loss": 0.0127, "step": 3520 }, { "epoch": 8.54721549636804, "grad_norm": 0.592910885810852, "learning_rate": 5.680054947779684e-06, "loss": 0.0124, "step": 3530 }, { "epoch": 8.571428571428571, "grad_norm": 0.1693124622106552, "learning_rate": 5.496120785868097e-06, "loss": 0.0115, "step": 3540 }, { "epoch": 8.595641646489105, "grad_norm": 0.2580435872077942, "learning_rate": 5.315040654893261e-06, "loss": 0.0123, "step": 3550 }, { "epoch": 8.619854721549636, "grad_norm": 0.38052746653556824, "learning_rate": 5.136826167512415e-06, "loss": 0.0133, "step": 3560 }, { "epoch": 8.64406779661017, "grad_norm": 0.23417942225933075, "learning_rate": 4.961488752609289e-06, "loss": 0.0121, "step": 3570 }, { "epoch": 8.668280871670703, "grad_norm": 0.2762776017189026, "learning_rate": 4.789039654561128e-06, "loss": 0.0099, "step": 3580 }, { "epoch": 8.692493946731235, "grad_norm": 0.2401086688041687, "learning_rate": 4.6194899325175845e-06, "loss": 0.0111, "step": 3590 }, { "epoch": 8.716707021791768, "grad_norm": 0.583827793598175, "learning_rate": 4.452850459691515e-06, "loss": 0.0094, "step": 3600 }, { "epoch": 8.7409200968523, "grad_norm": 0.29906371235847473, "learning_rate": 4.28913192266171e-06, "loss": 0.0108, "step": 3610 }, { "epoch": 8.765133171912833, "grad_norm": 0.33410441875457764, "learning_rate": 4.128344820687491e-06, "loss": 0.017, "step": 3620 }, { "epoch": 8.789346246973366, "grad_norm": 0.3000377118587494, "learning_rate": 3.970499465035471e-06, "loss": 0.0104, "step": 3630 }, { "epoch": 8.813559322033898, "grad_norm": 0.34526678919792175, "learning_rate": 3.815605978318243e-06, "loss": 0.0117, "step": 3640 }, { "epoch": 8.837772397094431, "grad_norm": 0.15890513360500336, "learning_rate": 3.6636742938452372e-06, "loss": 0.0102, "step": 3650 }, { "epoch": 8.861985472154963, "grad_norm": 0.1767040193080902, "learning_rate": 3.5147141549856765e-06, "loss": 0.013, "step": 3660 }, { "epoch": 8.886198547215496, "grad_norm": 0.3709566295146942, "learning_rate": 3.3687351145437864e-06, "loss": 0.0149, "step": 3670 }, { "epoch": 8.91041162227603, "grad_norm": 0.19601866602897644, "learning_rate": 3.2257465341461178e-06, "loss": 0.0117, "step": 3680 }, { "epoch": 8.934624697336561, "grad_norm": 0.2117300182580948, "learning_rate": 3.085757583641219e-06, "loss": 0.0133, "step": 3690 }, { "epoch": 8.958837772397095, "grad_norm": 0.43014609813690186, "learning_rate": 2.9487772405115576e-06, "loss": 0.0104, "step": 3700 }, { "epoch": 8.983050847457626, "grad_norm": 0.1782502681016922, "learning_rate": 2.8148142892978013e-06, "loss": 0.0109, "step": 3710 }, { "epoch": 9.00726392251816, "grad_norm": 0.515754222869873, "learning_rate": 2.683877321035488e-06, "loss": 0.0109, "step": 3720 }, { "epoch": 9.031476997578693, "grad_norm": 0.41731247305870056, "learning_rate": 2.5559747327040195e-06, "loss": 0.0128, "step": 3730 }, { "epoch": 9.055690072639225, "grad_norm": 0.4359779357910156, "learning_rate": 2.431114726688255e-06, "loss": 0.0162, "step": 3740 }, { "epoch": 9.079903147699758, "grad_norm": 0.3959914743900299, "learning_rate": 2.3093053102524133e-06, "loss": 0.0161, "step": 3750 }, { "epoch": 9.104116222760291, "grad_norm": 0.23284198343753815, "learning_rate": 2.1905542950265813e-06, "loss": 0.0119, "step": 3760 }, { "epoch": 9.128329297820823, "grad_norm": 0.2471969574689865, "learning_rate": 2.0748692965058327e-06, "loss": 0.0112, "step": 3770 }, { "epoch": 9.152542372881356, "grad_norm": 0.29521581530570984, "learning_rate": 1.962257733561723e-06, "loss": 0.0103, "step": 3780 }, { "epoch": 9.176755447941888, "grad_norm": 0.334814190864563, "learning_rate": 1.852726827966611e-06, "loss": 0.0117, "step": 3790 }, { "epoch": 9.200968523002421, "grad_norm": 0.30945488810539246, "learning_rate": 1.746283603930493e-06, "loss": 0.0118, "step": 3800 }, { "epoch": 9.225181598062955, "grad_norm": 0.2957359254360199, "learning_rate": 1.6429348876505323e-06, "loss": 0.0128, "step": 3810 }, { "epoch": 9.249394673123486, "grad_norm": 0.23440304398536682, "learning_rate": 1.5426873068733193e-06, "loss": 0.0133, "step": 3820 }, { "epoch": 9.27360774818402, "grad_norm": 0.2585028111934662, "learning_rate": 1.4455472904698231e-06, "loss": 0.0149, "step": 3830 }, { "epoch": 9.297820823244551, "grad_norm": 0.30870312452316284, "learning_rate": 1.3515210680230982e-06, "loss": 0.0098, "step": 3840 }, { "epoch": 9.322033898305085, "grad_norm": 0.27497830986976624, "learning_rate": 1.260614669428789e-06, "loss": 0.0174, "step": 3850 }, { "epoch": 9.346246973365618, "grad_norm": 0.22433800995349884, "learning_rate": 1.1728339245084485e-06, "loss": 0.0111, "step": 3860 }, { "epoch": 9.37046004842615, "grad_norm": 0.37047669291496277, "learning_rate": 1.0881844626356607e-06, "loss": 0.0111, "step": 3870 }, { "epoch": 9.394673123486683, "grad_norm": 0.2361232042312622, "learning_rate": 1.0066717123750068e-06, "loss": 0.0124, "step": 3880 }, { "epoch": 9.418886198547215, "grad_norm": 0.3410983383655548, "learning_rate": 9.283009011339605e-07, "loss": 0.0112, "step": 3890 }, { "epoch": 9.443099273607748, "grad_norm": 0.2599528729915619, "learning_rate": 8.530770548276612e-07, "loss": 0.0086, "step": 3900 }, { "epoch": 9.467312348668282, "grad_norm": 0.3180170953273773, "learning_rate": 7.810049975565781e-07, "loss": 0.0096, "step": 3910 }, { "epoch": 9.491525423728813, "grad_norm": 0.21840566396713257, "learning_rate": 7.120893512971405e-07, "loss": 0.0105, "step": 3920 }, { "epoch": 9.515738498789347, "grad_norm": 0.173859104514122, "learning_rate": 6.463345356053529e-07, "loss": 0.01, "step": 3930 }, { "epoch": 9.539951573849878, "grad_norm": 0.2144845426082611, "learning_rate": 5.837447673333551e-07, "loss": 0.0111, "step": 3940 }, { "epoch": 9.564164648910412, "grad_norm": 0.263040155172348, "learning_rate": 5.243240603589939e-07, "loss": 0.0104, "step": 3950 }, { "epoch": 9.588377723970945, "grad_norm": 0.2790661156177521, "learning_rate": 4.6807622532841766e-07, "loss": 0.0108, "step": 3960 }, { "epoch": 9.612590799031477, "grad_norm": 0.32049551606178284, "learning_rate": 4.1500486941171146e-07, "loss": 0.0104, "step": 3970 }, { "epoch": 9.63680387409201, "grad_norm": 0.22142082452774048, "learning_rate": 3.651133960715314e-07, "loss": 0.0137, "step": 3980 }, { "epoch": 9.661016949152543, "grad_norm": 0.2482762634754181, "learning_rate": 3.184050048448906e-07, "loss": 0.0103, "step": 3990 }, { "epoch": 9.685230024213075, "grad_norm": 0.2733849883079529, "learning_rate": 2.7488269113793985e-07, "loss": 0.0112, "step": 4000 }, { "epoch": 9.709443099273608, "grad_norm": 0.12781202793121338, "learning_rate": 2.3454924603388273e-07, "loss": 0.0112, "step": 4010 }, { "epoch": 9.73365617433414, "grad_norm": 0.28209537267684937, "learning_rate": 1.9740725611397947e-07, "loss": 0.0096, "step": 4020 }, { "epoch": 9.757869249394673, "grad_norm": 0.20635870099067688, "learning_rate": 1.634591032916799e-07, "loss": 0.0117, "step": 4030 }, { "epoch": 9.782082324455207, "grad_norm": 0.2143334150314331, "learning_rate": 1.3270696465985667e-07, "loss": 0.0132, "step": 4040 }, { "epoch": 9.806295399515738, "grad_norm": 0.5383320450782776, "learning_rate": 1.0515281235120022e-07, "loss": 0.0157, "step": 4050 }, { "epoch": 9.830508474576272, "grad_norm": 0.1887156069278717, "learning_rate": 8.079841341174787e-08, "loss": 0.0115, "step": 4060 }, { "epoch": 9.854721549636803, "grad_norm": 0.6771607398986816, "learning_rate": 5.964532968754655e-08, "loss": 0.0148, "step": 4070 }, { "epoch": 9.878934624697337, "grad_norm": 0.15422938764095306, "learning_rate": 4.1694917724499626e-08, "loss": 0.0098, "step": 4080 }, { "epoch": 9.90314769975787, "grad_norm": 0.24615567922592163, "learning_rate": 2.6948328681392077e-08, "loss": 0.0121, "step": 4090 }, { "epoch": 9.927360774818402, "grad_norm": 0.5549627542495728, "learning_rate": 1.5406508256032846e-08, "loss": 0.0124, "step": 4100 }, { "epoch": 9.951573849878935, "grad_norm": 0.31257057189941406, "learning_rate": 7.0701966246311536e-09, "loss": 0.0163, "step": 4110 }, { "epoch": 9.975786924939467, "grad_norm": 0.19799315929412842, "learning_rate": 1.9399283943233314e-09, "loss": 0.0098, "step": 4120 }, { "epoch": 10.0, "grad_norm": 0.5619280338287354, "learning_rate": 1.6032568883606048e-11, "loss": 0.0108, "step": 4130 }, { "epoch": 10.0, "step": 4130, "total_flos": 0.0, "train_loss": 0.030211533891086717, "train_runtime": 4229.8026, "train_samples_per_second": 47.773, "train_steps_per_second": 0.976 } ], "logging_steps": 10, "max_steps": 4130, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 1000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 49, "trial_name": null, "trial_params": null }