{ "best_metric": 0.9952178768165258, "best_model_checkpoint": "output_dev/v51-albert-xxlarge-v2-f1-warmup-greater-patience-subword-len-500-maxlen-512-6epoch/checkpoint-10400", "epoch": 6.0, "eval_steps": 200, "global_step": 14346, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 6.963788300835655e-07, "loss": 1.4647, "step": 10 }, { "epoch": 0.01, "learning_rate": 1.392757660167131e-06, "loss": 1.4624, "step": 20 }, { "epoch": 0.01, "learning_rate": 2.0891364902506964e-06, "loss": 1.4653, "step": 30 }, { "epoch": 0.02, "learning_rate": 2.785515320334262e-06, "loss": 1.4554, "step": 40 }, { "epoch": 0.02, "learning_rate": 3.4818941504178276e-06, "loss": 1.4516, "step": 50 }, { "epoch": 0.03, "learning_rate": 4.178272980501393e-06, "loss": 1.4369, "step": 60 }, { "epoch": 0.03, "learning_rate": 4.874651810584958e-06, "loss": 1.425, "step": 70 }, { "epoch": 0.03, "learning_rate": 5.571030640668524e-06, "loss": 1.3959, "step": 80 }, { "epoch": 0.04, "learning_rate": 6.267409470752089e-06, "loss": 1.3708, "step": 90 }, { "epoch": 0.04, "learning_rate": 6.963788300835655e-06, "loss": 1.3367, "step": 100 }, { "epoch": 0.05, "learning_rate": 7.66016713091922e-06, "loss": 1.2928, "step": 110 }, { "epoch": 0.05, "learning_rate": 8.356545961002786e-06, "loss": 1.2327, "step": 120 }, { "epoch": 0.05, "learning_rate": 9.05292479108635e-06, "loss": 1.1415, "step": 130 }, { "epoch": 0.06, "learning_rate": 9.749303621169916e-06, "loss": 1.0479, "step": 140 }, { "epoch": 0.06, "learning_rate": 1.0445682451253484e-05, "loss": 0.9095, "step": 150 }, { "epoch": 0.07, "learning_rate": 1.1142061281337048e-05, "loss": 0.8537, "step": 160 }, { "epoch": 0.07, "learning_rate": 1.1838440111420614e-05, "loss": 0.7396, "step": 170 }, { "epoch": 0.08, "learning_rate": 1.2534818941504178e-05, "loss": 0.7262, "step": 180 }, { "epoch": 0.08, "learning_rate": 1.3231197771587744e-05, "loss": 0.7011, "step": 190 }, { "epoch": 0.08, "learning_rate": 1.392757660167131e-05, "loss": 0.5065, "step": 200 }, { "epoch": 0.08, "eval_f1": 0.4947420073867864, "eval_f1_0": 0.907618966173514, "eval_f1_1": 0.2064158062680717, "eval_f1_2": 2.3092021706500406e-05, "eval_f1_3": 0.8649101650838534, "eval_loss": 0.5066748857498169, "eval_runtime": 32.3718, "eval_samples_per_second": 262.636, "eval_steps_per_second": 1.05, "step": 200 }, { "epoch": 0.09, "learning_rate": 1.4623955431754876e-05, "loss": 0.4888, "step": 210 }, { "epoch": 0.09, "learning_rate": 1.532033426183844e-05, "loss": 0.4292, "step": 220 }, { "epoch": 0.1, "learning_rate": 1.6016713091922005e-05, "loss": 0.4197, "step": 230 }, { "epoch": 0.1, "learning_rate": 1.671309192200557e-05, "loss": 0.366, "step": 240 }, { "epoch": 0.1, "learning_rate": 1.7409470752089137e-05, "loss": 0.3432, "step": 250 }, { "epoch": 0.11, "learning_rate": 1.81058495821727e-05, "loss": 0.3301, "step": 260 }, { "epoch": 0.11, "learning_rate": 1.8802228412256266e-05, "loss": 0.3191, "step": 270 }, { "epoch": 0.12, "learning_rate": 1.9498607242339832e-05, "loss": 0.3272, "step": 280 }, { "epoch": 0.12, "learning_rate": 2.01949860724234e-05, "loss": 0.2712, "step": 290 }, { "epoch": 0.13, "learning_rate": 2.0891364902506967e-05, "loss": 0.2079, "step": 300 }, { "epoch": 0.13, "learning_rate": 2.158774373259053e-05, "loss": 0.2738, "step": 310 }, { "epoch": 0.13, "learning_rate": 2.2284122562674096e-05, "loss": 0.2826, "step": 320 }, { "epoch": 0.14, "learning_rate": 2.2980501392757662e-05, "loss": 0.2076, "step": 330 }, { "epoch": 0.14, "learning_rate": 2.3676880222841228e-05, "loss": 0.1961, "step": 340 }, { "epoch": 0.15, "learning_rate": 2.4373259052924794e-05, "loss": 0.1935, "step": 350 }, { "epoch": 0.15, "learning_rate": 2.5069637883008357e-05, "loss": 0.1943, "step": 360 }, { "epoch": 0.15, "learning_rate": 2.5766016713091923e-05, "loss": 0.1781, "step": 370 }, { "epoch": 0.16, "learning_rate": 2.646239554317549e-05, "loss": 0.1982, "step": 380 }, { "epoch": 0.16, "learning_rate": 2.7158774373259055e-05, "loss": 0.1658, "step": 390 }, { "epoch": 0.17, "learning_rate": 2.785515320334262e-05, "loss": 0.1647, "step": 400 }, { "epoch": 0.17, "eval_f1": 0.86330015860688, "eval_f1_0": 0.9694002757472255, "eval_f1_1": 0.9603298128589958, "eval_f1_2": 0.5580695616873426, "eval_f1_3": 0.9654009841339561, "eval_loss": 0.16295476257801056, "eval_runtime": 32.4551, "eval_samples_per_second": 261.962, "eval_steps_per_second": 1.048, "step": 400 }, { "epoch": 0.17, "learning_rate": 2.8551532033426187e-05, "loss": 0.1659, "step": 410 }, { "epoch": 0.18, "learning_rate": 2.9247910863509753e-05, "loss": 0.1693, "step": 420 }, { "epoch": 0.18, "learning_rate": 2.9944289693593312e-05, "loss": 0.1594, "step": 430 }, { "epoch": 0.18, "learning_rate": 3.064066852367688e-05, "loss": 0.136, "step": 440 }, { "epoch": 0.19, "learning_rate": 3.133704735376045e-05, "loss": 0.128, "step": 450 }, { "epoch": 0.19, "learning_rate": 3.203342618384401e-05, "loss": 0.1643, "step": 460 }, { "epoch": 0.2, "learning_rate": 3.272980501392758e-05, "loss": 0.1686, "step": 470 }, { "epoch": 0.2, "learning_rate": 3.342618384401114e-05, "loss": 0.127, "step": 480 }, { "epoch": 0.2, "learning_rate": 3.412256267409471e-05, "loss": 0.1007, "step": 490 }, { "epoch": 0.21, "learning_rate": 3.4818941504178274e-05, "loss": 0.1653, "step": 500 }, { "epoch": 0.21, "learning_rate": 3.5515320334261844e-05, "loss": 0.2064, "step": 510 }, { "epoch": 0.22, "learning_rate": 3.62116991643454e-05, "loss": 0.1251, "step": 520 }, { "epoch": 0.22, "learning_rate": 3.690807799442897e-05, "loss": 0.1596, "step": 530 }, { "epoch": 0.23, "learning_rate": 3.760445682451253e-05, "loss": 0.1209, "step": 540 }, { "epoch": 0.23, "learning_rate": 3.83008356545961e-05, "loss": 0.123, "step": 550 }, { "epoch": 0.23, "learning_rate": 3.8997214484679664e-05, "loss": 0.1157, "step": 560 }, { "epoch": 0.24, "learning_rate": 3.969359331476323e-05, "loss": 0.1054, "step": 570 }, { "epoch": 0.24, "learning_rate": 4.03899721448468e-05, "loss": 0.1422, "step": 580 }, { "epoch": 0.25, "learning_rate": 4.1086350974930365e-05, "loss": 0.0972, "step": 590 }, { "epoch": 0.25, "learning_rate": 4.1782729805013935e-05, "loss": 0.098, "step": 600 }, { "epoch": 0.25, "eval_f1": 0.9404645037956795, "eval_f1_0": 0.9818690721149516, "eval_f1_1": 0.9774477675396847, "eval_f1_2": 0.8171029502056425, "eval_f1_3": 0.9854382253224393, "eval_loss": 0.09070613980293274, "eval_runtime": 32.3186, "eval_samples_per_second": 263.069, "eval_steps_per_second": 1.052, "step": 600 }, { "epoch": 0.26, "learning_rate": 4.24791086350975e-05, "loss": 0.1296, "step": 610 }, { "epoch": 0.26, "learning_rate": 4.317548746518106e-05, "loss": 0.1035, "step": 620 }, { "epoch": 0.26, "learning_rate": 4.387186629526462e-05, "loss": 0.1238, "step": 630 }, { "epoch": 0.27, "learning_rate": 4.456824512534819e-05, "loss": 0.111, "step": 640 }, { "epoch": 0.27, "learning_rate": 4.5264623955431755e-05, "loss": 0.0967, "step": 650 }, { "epoch": 0.28, "learning_rate": 4.5961002785515324e-05, "loss": 0.0875, "step": 660 }, { "epoch": 0.28, "learning_rate": 4.665738161559889e-05, "loss": 0.0859, "step": 670 }, { "epoch": 0.28, "learning_rate": 4.7353760445682456e-05, "loss": 0.0822, "step": 680 }, { "epoch": 0.29, "learning_rate": 4.805013927576602e-05, "loss": 0.0947, "step": 690 }, { "epoch": 0.29, "learning_rate": 4.874651810584959e-05, "loss": 0.097, "step": 700 }, { "epoch": 0.3, "learning_rate": 4.9442896935933144e-05, "loss": 0.1086, "step": 710 }, { "epoch": 0.3, "learning_rate": 4.999266216612856e-05, "loss": 0.0841, "step": 720 }, { "epoch": 0.31, "learning_rate": 4.9955972996771355e-05, "loss": 0.0966, "step": 730 }, { "epoch": 0.31, "learning_rate": 4.991928382741415e-05, "loss": 0.0714, "step": 740 }, { "epoch": 0.31, "learning_rate": 4.988259465805694e-05, "loss": 0.1077, "step": 750 }, { "epoch": 0.32, "learning_rate": 4.984590548869974e-05, "loss": 0.0761, "step": 760 }, { "epoch": 0.32, "learning_rate": 4.9809216319342535e-05, "loss": 0.0783, "step": 770 }, { "epoch": 0.33, "learning_rate": 4.977252714998533e-05, "loss": 0.0731, "step": 780 }, { "epoch": 0.33, "learning_rate": 4.973583798062812e-05, "loss": 0.0694, "step": 790 }, { "epoch": 0.33, "learning_rate": 4.969914881127091e-05, "loss": 0.0373, "step": 800 }, { "epoch": 0.33, "eval_f1": 0.9654745267462422, "eval_f1_0": 0.9892180356896579, "eval_f1_1": 0.9879130190277954, "eval_f1_2": 0.8930634422007959, "eval_f1_3": 0.9917036100667196, "eval_loss": 0.05413857102394104, "eval_runtime": 32.4375, "eval_samples_per_second": 262.104, "eval_steps_per_second": 1.048, "step": 800 }, { "epoch": 0.34, "learning_rate": 4.966245964191371e-05, "loss": 0.0682, "step": 810 }, { "epoch": 0.34, "learning_rate": 4.96257704725565e-05, "loss": 0.0405, "step": 820 }, { "epoch": 0.35, "learning_rate": 4.9589081303199296e-05, "loss": 0.05, "step": 830 }, { "epoch": 0.35, "learning_rate": 4.955239213384209e-05, "loss": 0.0348, "step": 840 }, { "epoch": 0.36, "learning_rate": 4.951570296448489e-05, "loss": 0.079, "step": 850 }, { "epoch": 0.36, "learning_rate": 4.9479013795127684e-05, "loss": 0.0522, "step": 860 }, { "epoch": 0.36, "learning_rate": 4.944232462577048e-05, "loss": 0.0309, "step": 870 }, { "epoch": 0.37, "learning_rate": 4.940563545641327e-05, "loss": 0.043, "step": 880 }, { "epoch": 0.37, "learning_rate": 4.9368946287056064e-05, "loss": 0.0267, "step": 890 }, { "epoch": 0.38, "learning_rate": 4.933225711769886e-05, "loss": 0.0533, "step": 900 }, { "epoch": 0.38, "learning_rate": 4.929556794834165e-05, "loss": 0.0576, "step": 910 }, { "epoch": 0.38, "learning_rate": 4.9258878778984445e-05, "loss": 0.0232, "step": 920 }, { "epoch": 0.39, "learning_rate": 4.922218960962724e-05, "loss": 0.0439, "step": 930 }, { "epoch": 0.39, "learning_rate": 4.918550044027003e-05, "loss": 0.0313, "step": 940 }, { "epoch": 0.4, "learning_rate": 4.914881127091283e-05, "loss": 0.0549, "step": 950 }, { "epoch": 0.4, "learning_rate": 4.9112122101555626e-05, "loss": 0.0263, "step": 960 }, { "epoch": 0.41, "learning_rate": 4.907543293219842e-05, "loss": 0.0342, "step": 970 }, { "epoch": 0.41, "learning_rate": 4.903874376284121e-05, "loss": 0.0686, "step": 980 }, { "epoch": 0.41, "learning_rate": 4.9002054593484006e-05, "loss": 0.023, "step": 990 }, { "epoch": 0.42, "learning_rate": 4.89653654241268e-05, "loss": 0.0288, "step": 1000 }, { "epoch": 0.42, "eval_f1": 0.9863366482064234, "eval_f1_0": 0.9958609934536309, "eval_f1_1": 0.9927170125738525, "eval_f1_2": 0.9601819591865082, "eval_f1_3": 0.9965866276117024, "eval_loss": 0.025030702352523804, "eval_runtime": 32.3462, "eval_samples_per_second": 262.844, "eval_steps_per_second": 1.051, "step": 1000 }, { "epoch": 0.42, "learning_rate": 4.892867625476959e-05, "loss": 0.0179, "step": 1010 }, { "epoch": 0.43, "learning_rate": 4.8891987085412387e-05, "loss": 0.0352, "step": 1020 }, { "epoch": 0.43, "learning_rate": 4.885529791605518e-05, "loss": 0.0311, "step": 1030 }, { "epoch": 0.43, "learning_rate": 4.8818608746697974e-05, "loss": 0.0202, "step": 1040 }, { "epoch": 0.44, "learning_rate": 4.8781919577340774e-05, "loss": 0.0189, "step": 1050 }, { "epoch": 0.44, "learning_rate": 4.874523040798357e-05, "loss": 0.0166, "step": 1060 }, { "epoch": 0.45, "learning_rate": 4.870854123862636e-05, "loss": 0.0193, "step": 1070 }, { "epoch": 0.45, "learning_rate": 4.8671852069269154e-05, "loss": 0.0575, "step": 1080 }, { "epoch": 0.46, "learning_rate": 4.863516289991195e-05, "loss": 0.0294, "step": 1090 }, { "epoch": 0.46, "learning_rate": 4.859847373055474e-05, "loss": 0.0437, "step": 1100 }, { "epoch": 0.46, "learning_rate": 4.8561784561197535e-05, "loss": 0.0408, "step": 1110 }, { "epoch": 0.47, "learning_rate": 4.852509539184033e-05, "loss": 0.0207, "step": 1120 }, { "epoch": 0.47, "learning_rate": 4.848840622248312e-05, "loss": 0.0285, "step": 1130 }, { "epoch": 0.48, "learning_rate": 4.8451717053125915e-05, "loss": 0.0175, "step": 1140 }, { "epoch": 0.48, "learning_rate": 4.8415027883768716e-05, "loss": 0.025, "step": 1150 }, { "epoch": 0.49, "learning_rate": 4.837833871441151e-05, "loss": 0.0286, "step": 1160 }, { "epoch": 0.49, "learning_rate": 4.83416495450543e-05, "loss": 0.0422, "step": 1170 }, { "epoch": 0.49, "learning_rate": 4.8304960375697096e-05, "loss": 0.0591, "step": 1180 }, { "epoch": 0.5, "learning_rate": 4.8268271206339896e-05, "loss": 0.037, "step": 1190 }, { "epoch": 0.5, "learning_rate": 4.823158203698268e-05, "loss": 0.0144, "step": 1200 }, { "epoch": 0.5, "eval_f1": 0.9720761324865212, "eval_f1_0": 0.9919368850035413, "eval_f1_1": 0.9884808336322845, "eval_f1_2": 0.9129289565887235, "eval_f1_3": 0.9949578547215354, "eval_loss": 0.04629531130194664, "eval_runtime": 32.4102, "eval_samples_per_second": 262.325, "eval_steps_per_second": 1.049, "step": 1200 }, { "epoch": 0.51, "learning_rate": 4.819489286762548e-05, "loss": 0.0199, "step": 1210 }, { "epoch": 0.51, "learning_rate": 4.815820369826827e-05, "loss": 0.0465, "step": 1220 }, { "epoch": 0.51, "learning_rate": 4.8121514528911064e-05, "loss": 0.0252, "step": 1230 }, { "epoch": 0.52, "learning_rate": 4.8084825359553864e-05, "loss": 0.0225, "step": 1240 }, { "epoch": 0.52, "learning_rate": 4.804813619019666e-05, "loss": 0.0133, "step": 1250 }, { "epoch": 0.53, "learning_rate": 4.801144702083945e-05, "loss": 0.053, "step": 1260 }, { "epoch": 0.53, "learning_rate": 4.7974757851482245e-05, "loss": 0.0192, "step": 1270 }, { "epoch": 0.54, "learning_rate": 4.793806868212504e-05, "loss": 0.0141, "step": 1280 }, { "epoch": 0.54, "learning_rate": 4.790137951276784e-05, "loss": 0.033, "step": 1290 }, { "epoch": 0.54, "learning_rate": 4.786469034341063e-05, "loss": 0.0396, "step": 1300 }, { "epoch": 0.55, "learning_rate": 4.782800117405342e-05, "loss": 0.0229, "step": 1310 }, { "epoch": 0.55, "learning_rate": 4.779131200469621e-05, "loss": 0.0316, "step": 1320 }, { "epoch": 0.56, "learning_rate": 4.7754622835339006e-05, "loss": 0.0301, "step": 1330 }, { "epoch": 0.56, "learning_rate": 4.7717933665981806e-05, "loss": 0.0455, "step": 1340 }, { "epoch": 0.56, "learning_rate": 4.76812444966246e-05, "loss": 0.0147, "step": 1350 }, { "epoch": 0.57, "learning_rate": 4.764455532726739e-05, "loss": 0.0761, "step": 1360 }, { "epoch": 0.57, "learning_rate": 4.7607866157910186e-05, "loss": 0.007, "step": 1370 }, { "epoch": 0.58, "learning_rate": 4.757117698855298e-05, "loss": 0.0662, "step": 1380 }, { "epoch": 0.58, "learning_rate": 4.753448781919578e-05, "loss": 0.0136, "step": 1390 }, { "epoch": 0.59, "learning_rate": 4.7497798649838574e-05, "loss": 0.0085, "step": 1400 }, { "epoch": 0.59, "eval_f1": 0.9695984266051492, "eval_f1_0": 0.9916777683074244, "eval_f1_1": 0.9946781089850502, "eval_f1_2": 0.894025197251209, "eval_f1_3": 0.9980126318769129, "eval_loss": 0.04921557009220123, "eval_runtime": 32.43, "eval_samples_per_second": 262.165, "eval_steps_per_second": 1.048, "step": 1400 }, { "epoch": 0.59, "learning_rate": 4.746110948048137e-05, "loss": 0.0229, "step": 1410 }, { "epoch": 0.59, "learning_rate": 4.7424420311124154e-05, "loss": 0.0285, "step": 1420 }, { "epoch": 0.6, "learning_rate": 4.738773114176695e-05, "loss": 0.0336, "step": 1430 }, { "epoch": 0.6, "learning_rate": 4.735104197240975e-05, "loss": 0.0334, "step": 1440 }, { "epoch": 0.61, "learning_rate": 4.731435280305254e-05, "loss": 0.0133, "step": 1450 }, { "epoch": 0.61, "learning_rate": 4.7277663633695335e-05, "loss": 0.0254, "step": 1460 }, { "epoch": 0.61, "learning_rate": 4.724097446433813e-05, "loss": 0.0198, "step": 1470 }, { "epoch": 0.62, "learning_rate": 4.720428529498093e-05, "loss": 0.0309, "step": 1480 }, { "epoch": 0.62, "learning_rate": 4.716759612562372e-05, "loss": 0.0253, "step": 1490 }, { "epoch": 0.63, "learning_rate": 4.7130906956266515e-05, "loss": 0.0236, "step": 1500 }, { "epoch": 0.63, "learning_rate": 4.709421778690931e-05, "loss": 0.0113, "step": 1510 }, { "epoch": 0.64, "learning_rate": 4.70575286175521e-05, "loss": 0.0246, "step": 1520 }, { "epoch": 0.64, "learning_rate": 4.7020839448194896e-05, "loss": 0.0076, "step": 1530 }, { "epoch": 0.64, "learning_rate": 4.698415027883769e-05, "loss": 0.0114, "step": 1540 }, { "epoch": 0.65, "learning_rate": 4.694746110948048e-05, "loss": 0.0198, "step": 1550 }, { "epoch": 0.65, "learning_rate": 4.6910771940123276e-05, "loss": 0.0428, "step": 1560 }, { "epoch": 0.66, "learning_rate": 4.687408277076607e-05, "loss": 0.0251, "step": 1570 }, { "epoch": 0.66, "learning_rate": 4.683739360140887e-05, "loss": 0.0157, "step": 1580 }, { "epoch": 0.66, "learning_rate": 4.6800704432051664e-05, "loss": 0.0072, "step": 1590 }, { "epoch": 0.67, "learning_rate": 4.676401526269446e-05, "loss": 0.0094, "step": 1600 }, { "epoch": 0.67, "eval_f1": 0.9883447204504365, "eval_f1_0": 0.9964754968694822, "eval_f1_1": 0.9945256375675747, "eval_f1_2": 0.970150567415005, "eval_f1_3": 0.9922271799496843, "eval_loss": 0.02080400660634041, "eval_runtime": 32.5031, "eval_samples_per_second": 261.575, "eval_steps_per_second": 1.046, "step": 1600 }, { "epoch": 0.67, "learning_rate": 4.672732609333725e-05, "loss": 0.1042, "step": 1610 }, { "epoch": 0.68, "learning_rate": 4.6690636923980044e-05, "loss": 0.0216, "step": 1620 }, { "epoch": 0.68, "learning_rate": 4.665394775462284e-05, "loss": 0.0269, "step": 1630 }, { "epoch": 0.69, "learning_rate": 4.661725858526563e-05, "loss": 0.0092, "step": 1640 }, { "epoch": 0.69, "learning_rate": 4.6580569415908425e-05, "loss": 0.0208, "step": 1650 }, { "epoch": 0.69, "learning_rate": 4.654388024655122e-05, "loss": 0.0416, "step": 1660 }, { "epoch": 0.7, "learning_rate": 4.650719107719401e-05, "loss": 0.021, "step": 1670 }, { "epoch": 0.7, "learning_rate": 4.647050190783681e-05, "loss": 0.0123, "step": 1680 }, { "epoch": 0.71, "learning_rate": 4.6433812738479606e-05, "loss": 0.033, "step": 1690 }, { "epoch": 0.71, "learning_rate": 4.63971235691224e-05, "loss": 0.0353, "step": 1700 }, { "epoch": 0.72, "learning_rate": 4.636043439976519e-05, "loss": 0.0184, "step": 1710 }, { "epoch": 0.72, "learning_rate": 4.6323745230407986e-05, "loss": 0.0068, "step": 1720 }, { "epoch": 0.72, "learning_rate": 4.628705606105078e-05, "loss": 0.0113, "step": 1730 }, { "epoch": 0.73, "learning_rate": 4.625036689169357e-05, "loss": 0.0292, "step": 1740 }, { "epoch": 0.73, "learning_rate": 4.6213677722336367e-05, "loss": 0.0139, "step": 1750 }, { "epoch": 0.74, "learning_rate": 4.617698855297916e-05, "loss": 0.0238, "step": 1760 }, { "epoch": 0.74, "learning_rate": 4.6140299383621954e-05, "loss": 0.0054, "step": 1770 }, { "epoch": 0.74, "learning_rate": 4.6103610214264754e-05, "loss": 0.0049, "step": 1780 }, { "epoch": 0.75, "learning_rate": 4.606692104490755e-05, "loss": 0.0125, "step": 1790 }, { "epoch": 0.75, "learning_rate": 4.603023187555034e-05, "loss": 0.0288, "step": 1800 }, { "epoch": 0.75, "eval_f1": 0.9926857697067606, "eval_f1_0": 0.9977940926048485, "eval_f1_1": 0.9963591980001175, "eval_f1_2": 0.9781227618962013, "eval_f1_3": 0.9984670263258748, "eval_loss": 0.014699622988700867, "eval_runtime": 32.4881, "eval_samples_per_second": 261.696, "eval_steps_per_second": 1.047, "step": 1800 }, { "epoch": 0.76, "learning_rate": 4.5993542706193134e-05, "loss": 0.0097, "step": 1810 }, { "epoch": 0.76, "learning_rate": 4.595685353683593e-05, "loss": 0.0336, "step": 1820 }, { "epoch": 0.77, "learning_rate": 4.592016436747872e-05, "loss": 0.0103, "step": 1830 }, { "epoch": 0.77, "learning_rate": 4.5883475198121515e-05, "loss": 0.018, "step": 1840 }, { "epoch": 0.77, "learning_rate": 4.584678602876431e-05, "loss": 0.0384, "step": 1850 }, { "epoch": 0.78, "learning_rate": 4.58100968594071e-05, "loss": 0.0132, "step": 1860 }, { "epoch": 0.78, "learning_rate": 4.57734076900499e-05, "loss": 0.0121, "step": 1870 }, { "epoch": 0.79, "learning_rate": 4.5736718520692696e-05, "loss": 0.0324, "step": 1880 }, { "epoch": 0.79, "learning_rate": 4.570002935133549e-05, "loss": 0.0103, "step": 1890 }, { "epoch": 0.79, "learning_rate": 4.566334018197828e-05, "loss": 0.0298, "step": 1900 }, { "epoch": 0.8, "learning_rate": 4.5626651012621076e-05, "loss": 0.0058, "step": 1910 }, { "epoch": 0.8, "learning_rate": 4.558996184326387e-05, "loss": 0.0143, "step": 1920 }, { "epoch": 0.81, "learning_rate": 4.555327267390666e-05, "loss": 0.0296, "step": 1930 }, { "epoch": 0.81, "learning_rate": 4.551658350454946e-05, "loss": 0.0261, "step": 1940 }, { "epoch": 0.82, "learning_rate": 4.547989433519225e-05, "loss": 0.0161, "step": 1950 }, { "epoch": 0.82, "learning_rate": 4.5443205165835044e-05, "loss": 0.0386, "step": 1960 }, { "epoch": 0.82, "learning_rate": 4.5406515996477844e-05, "loss": 0.0119, "step": 1970 }, { "epoch": 0.83, "learning_rate": 4.536982682712064e-05, "loss": 0.0064, "step": 1980 }, { "epoch": 0.83, "learning_rate": 4.533313765776343e-05, "loss": 0.0327, "step": 1990 }, { "epoch": 0.84, "learning_rate": 4.5296448488406225e-05, "loss": 0.0167, "step": 2000 }, { "epoch": 0.84, "eval_f1": 0.9910545937397852, "eval_f1_0": 0.9972999588222994, "eval_f1_1": 0.9961797867726301, "eval_f1_2": 0.9735686874672773, "eval_f1_3": 0.9971699418969341, "eval_loss": 0.016176139935851097, "eval_runtime": 32.5916, "eval_samples_per_second": 260.865, "eval_steps_per_second": 1.043, "step": 2000 }, { "epoch": 0.84, "learning_rate": 4.525975931904902e-05, "loss": 0.0134, "step": 2010 }, { "epoch": 0.84, "learning_rate": 4.522307014969182e-05, "loss": 0.0105, "step": 2020 }, { "epoch": 0.85, "learning_rate": 4.5186380980334605e-05, "loss": 0.0172, "step": 2030 }, { "epoch": 0.85, "learning_rate": 4.51496918109774e-05, "loss": 0.0255, "step": 2040 }, { "epoch": 0.86, "learning_rate": 4.511300264162019e-05, "loss": 0.0291, "step": 2050 }, { "epoch": 0.86, "learning_rate": 4.5076313472262986e-05, "loss": 0.0057, "step": 2060 }, { "epoch": 0.87, "learning_rate": 4.5039624302905786e-05, "loss": 0.0143, "step": 2070 }, { "epoch": 0.87, "learning_rate": 4.500293513354858e-05, "loss": 0.0128, "step": 2080 }, { "epoch": 0.87, "learning_rate": 4.496624596419137e-05, "loss": 0.0144, "step": 2090 }, { "epoch": 0.88, "learning_rate": 4.4929556794834166e-05, "loss": 0.0361, "step": 2100 }, { "epoch": 0.88, "learning_rate": 4.489286762547696e-05, "loss": 0.0085, "step": 2110 }, { "epoch": 0.89, "learning_rate": 4.485617845611976e-05, "loss": 0.0265, "step": 2120 }, { "epoch": 0.89, "learning_rate": 4.4819489286762554e-05, "loss": 0.0178, "step": 2130 }, { "epoch": 0.9, "learning_rate": 4.478280011740534e-05, "loss": 0.0355, "step": 2140 }, { "epoch": 0.9, "learning_rate": 4.4746110948048134e-05, "loss": 0.0227, "step": 2150 }, { "epoch": 0.9, "learning_rate": 4.4709421778690934e-05, "loss": 0.0238, "step": 2160 }, { "epoch": 0.91, "learning_rate": 4.467273260933373e-05, "loss": 0.0085, "step": 2170 }, { "epoch": 0.91, "learning_rate": 4.463604343997652e-05, "loss": 0.0039, "step": 2180 }, { "epoch": 0.92, "learning_rate": 4.4599354270619315e-05, "loss": 0.0326, "step": 2190 }, { "epoch": 0.92, "learning_rate": 4.456266510126211e-05, "loss": 0.01, "step": 2200 }, { "epoch": 0.92, "eval_f1": 0.9908739561084989, "eval_f1_0": 0.9972950573865325, "eval_f1_1": 0.9961871658563921, "eval_f1_2": 0.9742525085994586, "eval_f1_3": 0.9957610925916127, "eval_loss": 0.0161944180727005, "eval_runtime": 32.5605, "eval_samples_per_second": 261.114, "eval_steps_per_second": 1.044, "step": 2200 }, { "epoch": 0.92, "learning_rate": 4.452597593190491e-05, "loss": 0.0145, "step": 2210 }, { "epoch": 0.93, "learning_rate": 4.44892867625477e-05, "loss": 0.0097, "step": 2220 }, { "epoch": 0.93, "learning_rate": 4.4452597593190495e-05, "loss": 0.0152, "step": 2230 }, { "epoch": 0.94, "learning_rate": 4.441590842383329e-05, "loss": 0.0174, "step": 2240 }, { "epoch": 0.94, "learning_rate": 4.4379219254476076e-05, "loss": 0.0321, "step": 2250 }, { "epoch": 0.95, "learning_rate": 4.4342530085118876e-05, "loss": 0.008, "step": 2260 }, { "epoch": 0.95, "learning_rate": 4.430584091576167e-05, "loss": 0.0071, "step": 2270 }, { "epoch": 0.95, "learning_rate": 4.426915174640446e-05, "loss": 0.017, "step": 2280 }, { "epoch": 0.96, "learning_rate": 4.4232462577047257e-05, "loss": 0.0225, "step": 2290 }, { "epoch": 0.96, "learning_rate": 4.419577340769005e-05, "loss": 0.0261, "step": 2300 }, { "epoch": 0.97, "learning_rate": 4.415908423833285e-05, "loss": 0.0236, "step": 2310 }, { "epoch": 0.97, "learning_rate": 4.4122395068975644e-05, "loss": 0.0082, "step": 2320 }, { "epoch": 0.97, "learning_rate": 4.408570589961844e-05, "loss": 0.0162, "step": 2330 }, { "epoch": 0.98, "learning_rate": 4.404901673026123e-05, "loss": 0.028, "step": 2340 }, { "epoch": 0.98, "learning_rate": 4.401232756090402e-05, "loss": 0.0268, "step": 2350 }, { "epoch": 0.99, "learning_rate": 4.397563839154682e-05, "loss": 0.033, "step": 2360 }, { "epoch": 0.99, "learning_rate": 4.393894922218961e-05, "loss": 0.0262, "step": 2370 }, { "epoch": 1.0, "learning_rate": 4.3902260052832405e-05, "loss": 0.0286, "step": 2380 }, { "epoch": 1.0, "learning_rate": 4.38655708834752e-05, "loss": 0.0074, "step": 2390 }, { "epoch": 1.0, "learning_rate": 4.382888171411799e-05, "loss": 0.0051, "step": 2400 }, { "epoch": 1.0, "eval_f1": 0.9880051721937252, "eval_f1_0": 0.9964674585868089, "eval_f1_1": 0.9961339401451428, "eval_f1_2": 0.9608874677337239, "eval_f1_3": 0.9985318223092253, "eval_loss": 0.02136407606303692, "eval_runtime": 32.4029, "eval_samples_per_second": 262.384, "eval_steps_per_second": 1.049, "step": 2400 }, { "epoch": 1.01, "learning_rate": 4.379219254476079e-05, "loss": 0.0086, "step": 2410 }, { "epoch": 1.01, "learning_rate": 4.3755503375403586e-05, "loss": 0.0149, "step": 2420 }, { "epoch": 1.02, "learning_rate": 4.371881420604638e-05, "loss": 0.0089, "step": 2430 }, { "epoch": 1.02, "learning_rate": 4.368212503668917e-05, "loss": 0.0125, "step": 2440 }, { "epoch": 1.02, "learning_rate": 4.3645435867331966e-05, "loss": 0.0087, "step": 2450 }, { "epoch": 1.03, "learning_rate": 4.360874669797476e-05, "loss": 0.0174, "step": 2460 }, { "epoch": 1.03, "learning_rate": 4.357205752861755e-05, "loss": 0.0235, "step": 2470 }, { "epoch": 1.04, "learning_rate": 4.353536835926035e-05, "loss": 0.0208, "step": 2480 }, { "epoch": 1.04, "learning_rate": 4.349867918990314e-05, "loss": 0.0323, "step": 2490 }, { "epoch": 1.05, "learning_rate": 4.346199002054594e-05, "loss": 0.0152, "step": 2500 }, { "epoch": 1.05, "learning_rate": 4.3425300851188734e-05, "loss": 0.0206, "step": 2510 }, { "epoch": 1.05, "learning_rate": 4.338861168183153e-05, "loss": 0.0115, "step": 2520 }, { "epoch": 1.06, "learning_rate": 4.335192251247432e-05, "loss": 0.0059, "step": 2530 }, { "epoch": 1.06, "learning_rate": 4.3315233343117114e-05, "loss": 0.0073, "step": 2540 }, { "epoch": 1.07, "learning_rate": 4.327854417375991e-05, "loss": 0.0041, "step": 2550 }, { "epoch": 1.07, "learning_rate": 4.32418550044027e-05, "loss": 0.0035, "step": 2560 }, { "epoch": 1.07, "learning_rate": 4.3205165835045495e-05, "loss": 0.0168, "step": 2570 }, { "epoch": 1.08, "learning_rate": 4.316847666568829e-05, "loss": 0.0069, "step": 2580 }, { "epoch": 1.08, "learning_rate": 4.313178749633108e-05, "loss": 0.0108, "step": 2590 }, { "epoch": 1.09, "learning_rate": 4.309509832697388e-05, "loss": 0.0062, "step": 2600 }, { "epoch": 1.09, "eval_f1": 0.992929983091436, "eval_f1_0": 0.997889318599733, "eval_f1_1": 0.9965863061785774, "eval_f1_2": 0.9788712248150722, "eval_f1_3": 0.9983730827723613, "eval_loss": 0.014554007910192013, "eval_runtime": 32.4876, "eval_samples_per_second": 261.7, "eval_steps_per_second": 1.047, "step": 2600 }, { "epoch": 1.09, "learning_rate": 4.3058409157616676e-05, "loss": 0.0089, "step": 2610 }, { "epoch": 1.1, "learning_rate": 4.302171998825947e-05, "loss": 0.005, "step": 2620 }, { "epoch": 1.1, "learning_rate": 4.298503081890226e-05, "loss": 0.0033, "step": 2630 }, { "epoch": 1.1, "learning_rate": 4.2948341649545056e-05, "loss": 0.0162, "step": 2640 }, { "epoch": 1.11, "learning_rate": 4.291165248018785e-05, "loss": 0.0036, "step": 2650 }, { "epoch": 1.11, "learning_rate": 4.287496331083064e-05, "loss": 0.0407, "step": 2660 }, { "epoch": 1.12, "learning_rate": 4.283827414147344e-05, "loss": 0.0058, "step": 2670 }, { "epoch": 1.12, "learning_rate": 4.280158497211623e-05, "loss": 0.0089, "step": 2680 }, { "epoch": 1.13, "learning_rate": 4.2764895802759024e-05, "loss": 0.0046, "step": 2690 }, { "epoch": 1.13, "learning_rate": 4.2728206633401824e-05, "loss": 0.0059, "step": 2700 }, { "epoch": 1.13, "learning_rate": 4.269151746404462e-05, "loss": 0.0089, "step": 2710 }, { "epoch": 1.14, "learning_rate": 4.265482829468741e-05, "loss": 0.0124, "step": 2720 }, { "epoch": 1.14, "learning_rate": 4.2618139125330205e-05, "loss": 0.0251, "step": 2730 }, { "epoch": 1.15, "learning_rate": 4.2581449955973e-05, "loss": 0.0057, "step": 2740 }, { "epoch": 1.15, "learning_rate": 4.254476078661579e-05, "loss": 0.0068, "step": 2750 }, { "epoch": 1.15, "learning_rate": 4.2508071617258585e-05, "loss": 0.0217, "step": 2760 }, { "epoch": 1.16, "learning_rate": 4.247138244790138e-05, "loss": 0.0053, "step": 2770 }, { "epoch": 1.16, "learning_rate": 4.243469327854417e-05, "loss": 0.0059, "step": 2780 }, { "epoch": 1.17, "learning_rate": 4.2398004109186966e-05, "loss": 0.0034, "step": 2790 }, { "epoch": 1.17, "learning_rate": 4.2361314939829766e-05, "loss": 0.0126, "step": 2800 }, { "epoch": 1.17, "eval_f1": 0.9924767659206969, "eval_f1_0": 0.9977185341990826, "eval_f1_1": 0.996399014227777, "eval_f1_2": 0.9773225070072529, "eval_f1_3": 0.9984670082486748, "eval_loss": 0.01500015240162611, "eval_runtime": 32.5538, "eval_samples_per_second": 261.167, "eval_steps_per_second": 1.044, "step": 2800 }, { "epoch": 1.18, "learning_rate": 4.232462577047256e-05, "loss": 0.0036, "step": 2810 }, { "epoch": 1.18, "learning_rate": 4.228793660111535e-05, "loss": 0.0053, "step": 2820 }, { "epoch": 1.18, "learning_rate": 4.2251247431758146e-05, "loss": 0.0273, "step": 2830 }, { "epoch": 1.19, "learning_rate": 4.221455826240095e-05, "loss": 0.0038, "step": 2840 }, { "epoch": 1.19, "learning_rate": 4.217786909304374e-05, "loss": 0.0087, "step": 2850 }, { "epoch": 1.2, "learning_rate": 4.214117992368653e-05, "loss": 0.0076, "step": 2860 }, { "epoch": 1.2, "learning_rate": 4.210449075432932e-05, "loss": 0.0442, "step": 2870 }, { "epoch": 1.2, "learning_rate": 4.2067801584972114e-05, "loss": 0.0278, "step": 2880 }, { "epoch": 1.21, "learning_rate": 4.2031112415614914e-05, "loss": 0.0341, "step": 2890 }, { "epoch": 1.21, "learning_rate": 4.199442324625771e-05, "loss": 0.0076, "step": 2900 }, { "epoch": 1.22, "learning_rate": 4.19577340769005e-05, "loss": 0.0051, "step": 2910 }, { "epoch": 1.22, "learning_rate": 4.1921044907543295e-05, "loss": 0.0105, "step": 2920 }, { "epoch": 1.23, "learning_rate": 4.188435573818609e-05, "loss": 0.0067, "step": 2930 }, { "epoch": 1.23, "learning_rate": 4.184766656882889e-05, "loss": 0.0052, "step": 2940 }, { "epoch": 1.23, "learning_rate": 4.181097739947168e-05, "loss": 0.0446, "step": 2950 }, { "epoch": 1.24, "learning_rate": 4.1774288230114476e-05, "loss": 0.0113, "step": 2960 }, { "epoch": 1.24, "learning_rate": 4.173759906075726e-05, "loss": 0.0047, "step": 2970 }, { "epoch": 1.25, "learning_rate": 4.1700909891400056e-05, "loss": 0.005, "step": 2980 }, { "epoch": 1.25, "learning_rate": 4.1664220722042856e-05, "loss": 0.0159, "step": 2990 }, { "epoch": 1.25, "learning_rate": 4.162753155268565e-05, "loss": 0.0047, "step": 3000 }, { "epoch": 1.25, "eval_f1": 0.9924093763184394, "eval_f1_0": 0.9977303468144987, "eval_f1_1": 0.9967006575956847, "eval_f1_2": 0.9765950171557934, "eval_f1_3": 0.9986114837077807, "eval_loss": 0.01629544049501419, "eval_runtime": 32.5008, "eval_samples_per_second": 261.594, "eval_steps_per_second": 1.046, "step": 3000 }, { "epoch": 1.26, "learning_rate": 4.159084238332844e-05, "loss": 0.012, "step": 3010 }, { "epoch": 1.26, "learning_rate": 4.1554153213971237e-05, "loss": 0.0108, "step": 3020 }, { "epoch": 1.27, "learning_rate": 4.151746404461403e-05, "loss": 0.007, "step": 3030 }, { "epoch": 1.27, "learning_rate": 4.148077487525683e-05, "loss": 0.0089, "step": 3040 }, { "epoch": 1.28, "learning_rate": 4.1444085705899624e-05, "loss": 0.015, "step": 3050 }, { "epoch": 1.28, "learning_rate": 4.140739653654242e-05, "loss": 0.0185, "step": 3060 }, { "epoch": 1.28, "learning_rate": 4.137070736718521e-05, "loss": 0.0094, "step": 3070 }, { "epoch": 1.29, "learning_rate": 4.1334018197828e-05, "loss": 0.0116, "step": 3080 }, { "epoch": 1.29, "learning_rate": 4.12973290284708e-05, "loss": 0.0072, "step": 3090 }, { "epoch": 1.3, "learning_rate": 4.126063985911359e-05, "loss": 0.0075, "step": 3100 }, { "epoch": 1.3, "learning_rate": 4.1223950689756385e-05, "loss": 0.0134, "step": 3110 }, { "epoch": 1.3, "learning_rate": 4.118726152039918e-05, "loss": 0.0223, "step": 3120 }, { "epoch": 1.31, "learning_rate": 4.115057235104197e-05, "loss": 0.01, "step": 3130 }, { "epoch": 1.31, "learning_rate": 4.111388318168477e-05, "loss": 0.0075, "step": 3140 }, { "epoch": 1.32, "learning_rate": 4.1077194012327566e-05, "loss": 0.0081, "step": 3150 }, { "epoch": 1.32, "learning_rate": 4.104050484297036e-05, "loss": 0.0055, "step": 3160 }, { "epoch": 1.33, "learning_rate": 4.100381567361315e-05, "loss": 0.0089, "step": 3170 }, { "epoch": 1.33, "learning_rate": 4.0967126504255946e-05, "loss": 0.0081, "step": 3180 }, { "epoch": 1.33, "learning_rate": 4.093043733489874e-05, "loss": 0.0054, "step": 3190 }, { "epoch": 1.34, "learning_rate": 4.089374816554153e-05, "loss": 0.0057, "step": 3200 }, { "epoch": 1.34, "eval_f1": 0.9936108701366878, "eval_f1_0": 0.9980681267132205, "eval_f1_1": 0.9966263673435388, "eval_f1_2": 0.9811435221508926, "eval_f1_3": 0.9986054643390991, "eval_loss": 0.012877003289759159, "eval_runtime": 32.5902, "eval_samples_per_second": 260.876, "eval_steps_per_second": 1.043, "step": 3200 }, { "epoch": 1.34, "learning_rate": 4.085705899618433e-05, "loss": 0.0056, "step": 3210 }, { "epoch": 1.35, "learning_rate": 4.082036982682712e-05, "loss": 0.0074, "step": 3220 }, { "epoch": 1.35, "learning_rate": 4.078368065746992e-05, "loss": 0.031, "step": 3230 }, { "epoch": 1.36, "learning_rate": 4.0746991488112714e-05, "loss": 0.0066, "step": 3240 }, { "epoch": 1.36, "learning_rate": 4.071030231875551e-05, "loss": 0.0111, "step": 3250 }, { "epoch": 1.36, "learning_rate": 4.06736131493983e-05, "loss": 0.0111, "step": 3260 }, { "epoch": 1.37, "learning_rate": 4.0636923980041094e-05, "loss": 0.0226, "step": 3270 }, { "epoch": 1.37, "learning_rate": 4.060023481068389e-05, "loss": 0.0021, "step": 3280 }, { "epoch": 1.38, "learning_rate": 4.056354564132668e-05, "loss": 0.004, "step": 3290 }, { "epoch": 1.38, "learning_rate": 4.0526856471969475e-05, "loss": 0.0031, "step": 3300 }, { "epoch": 1.38, "learning_rate": 4.049016730261227e-05, "loss": 0.0068, "step": 3310 }, { "epoch": 1.39, "learning_rate": 4.045347813325506e-05, "loss": 0.0178, "step": 3320 }, { "epoch": 1.39, "learning_rate": 4.041678896389786e-05, "loss": 0.006, "step": 3330 }, { "epoch": 1.4, "learning_rate": 4.0380099794540656e-05, "loss": 0.0052, "step": 3340 }, { "epoch": 1.4, "learning_rate": 4.034341062518345e-05, "loss": 0.0247, "step": 3350 }, { "epoch": 1.41, "learning_rate": 4.030672145582624e-05, "loss": 0.0068, "step": 3360 }, { "epoch": 1.41, "learning_rate": 4.0270032286469036e-05, "loss": 0.0159, "step": 3370 }, { "epoch": 1.41, "learning_rate": 4.023334311711183e-05, "loss": 0.0035, "step": 3380 }, { "epoch": 1.42, "learning_rate": 4.019665394775462e-05, "loss": 0.022, "step": 3390 }, { "epoch": 1.42, "learning_rate": 4.015996477839742e-05, "loss": 0.0054, "step": 3400 }, { "epoch": 1.42, "eval_f1": 0.9920029780078923, "eval_f1_0": 0.9976414763783462, "eval_f1_1": 0.9969571440759103, "eval_f1_2": 0.9748046205322835, "eval_f1_3": 0.9986086710450295, "eval_loss": 0.016329294070601463, "eval_runtime": 32.6588, "eval_samples_per_second": 260.328, "eval_steps_per_second": 1.041, "step": 3400 }, { "epoch": 1.43, "learning_rate": 4.012327560904021e-05, "loss": 0.0062, "step": 3410 }, { "epoch": 1.43, "learning_rate": 4.0086586439683004e-05, "loss": 0.0088, "step": 3420 }, { "epoch": 1.43, "learning_rate": 4.0049897270325804e-05, "loss": 0.01, "step": 3430 }, { "epoch": 1.44, "learning_rate": 4.00132081009686e-05, "loss": 0.0066, "step": 3440 }, { "epoch": 1.44, "learning_rate": 3.997651893161139e-05, "loss": 0.0052, "step": 3450 }, { "epoch": 1.45, "learning_rate": 3.9939829762254185e-05, "loss": 0.0043, "step": 3460 }, { "epoch": 1.45, "learning_rate": 3.990314059289698e-05, "loss": 0.0087, "step": 3470 }, { "epoch": 1.46, "learning_rate": 3.986645142353977e-05, "loss": 0.0139, "step": 3480 }, { "epoch": 1.46, "learning_rate": 3.9829762254182565e-05, "loss": 0.009, "step": 3490 }, { "epoch": 1.46, "learning_rate": 3.979307308482536e-05, "loss": 0.0058, "step": 3500 }, { "epoch": 1.47, "learning_rate": 3.975638391546815e-05, "loss": 0.0046, "step": 3510 }, { "epoch": 1.47, "learning_rate": 3.971969474611095e-05, "loss": 0.0052, "step": 3520 }, { "epoch": 1.48, "learning_rate": 3.9683005576753746e-05, "loss": 0.0062, "step": 3530 }, { "epoch": 1.48, "learning_rate": 3.964631640739654e-05, "loss": 0.0101, "step": 3540 }, { "epoch": 1.48, "learning_rate": 3.960962723803933e-05, "loss": 0.011, "step": 3550 }, { "epoch": 1.49, "learning_rate": 3.9572938068682126e-05, "loss": 0.0071, "step": 3560 }, { "epoch": 1.49, "learning_rate": 3.953624889932493e-05, "loss": 0.0121, "step": 3570 }, { "epoch": 1.5, "learning_rate": 3.9499559729967713e-05, "loss": 0.0095, "step": 3580 }, { "epoch": 1.5, "learning_rate": 3.946287056061051e-05, "loss": 0.0039, "step": 3590 }, { "epoch": 1.51, "learning_rate": 3.94261813912533e-05, "loss": 0.004, "step": 3600 }, { "epoch": 1.51, "eval_f1": 0.9940251012499961, "eval_f1_0": 0.998198324154023, "eval_f1_1": 0.996981634010334, "eval_f1_2": 0.9821706606103885, "eval_f1_3": 0.998749786225239, "eval_loss": 0.012289030477404594, "eval_runtime": 32.6576, "eval_samples_per_second": 260.337, "eval_steps_per_second": 1.041, "step": 3600 }, { "epoch": 1.51, "learning_rate": 3.9389492221896094e-05, "loss": 0.0225, "step": 3610 }, { "epoch": 1.51, "learning_rate": 3.9352803052538894e-05, "loss": 0.0079, "step": 3620 }, { "epoch": 1.52, "learning_rate": 3.931611388318169e-05, "loss": 0.0037, "step": 3630 }, { "epoch": 1.52, "learning_rate": 3.927942471382448e-05, "loss": 0.009, "step": 3640 }, { "epoch": 1.53, "learning_rate": 3.9242735544467275e-05, "loss": 0.0031, "step": 3650 }, { "epoch": 1.53, "learning_rate": 3.920604637511007e-05, "loss": 0.0081, "step": 3660 }, { "epoch": 1.53, "learning_rate": 3.916935720575287e-05, "loss": 0.009, "step": 3670 }, { "epoch": 1.54, "learning_rate": 3.913266803639566e-05, "loss": 0.0216, "step": 3680 }, { "epoch": 1.54, "learning_rate": 3.909597886703845e-05, "loss": 0.004, "step": 3690 }, { "epoch": 1.55, "learning_rate": 3.905928969768124e-05, "loss": 0.0292, "step": 3700 }, { "epoch": 1.55, "learning_rate": 3.9022600528324036e-05, "loss": 0.0062, "step": 3710 }, { "epoch": 1.56, "learning_rate": 3.8985911358966836e-05, "loss": 0.0065, "step": 3720 }, { "epoch": 1.56, "learning_rate": 3.894922218960963e-05, "loss": 0.0026, "step": 3730 }, { "epoch": 1.56, "learning_rate": 3.891253302025242e-05, "loss": 0.0126, "step": 3740 }, { "epoch": 1.57, "learning_rate": 3.8875843850895217e-05, "loss": 0.0049, "step": 3750 }, { "epoch": 1.57, "learning_rate": 3.883915468153801e-05, "loss": 0.0237, "step": 3760 }, { "epoch": 1.58, "learning_rate": 3.880246551218081e-05, "loss": 0.0038, "step": 3770 }, { "epoch": 1.58, "learning_rate": 3.8765776342823604e-05, "loss": 0.0085, "step": 3780 }, { "epoch": 1.59, "learning_rate": 3.87290871734664e-05, "loss": 0.0033, "step": 3790 }, { "epoch": 1.59, "learning_rate": 3.8692398004109184e-05, "loss": 0.0299, "step": 3800 }, { "epoch": 1.59, "eval_f1": 0.9932776161516476, "eval_f1_0": 0.9979713691118977, "eval_f1_1": 0.9971163963485729, "eval_f1_2": 0.9792434123492829, "eval_f1_3": 0.9987792867968368, "eval_loss": 0.012060901150107384, "eval_runtime": 32.7616, "eval_samples_per_second": 259.511, "eval_steps_per_second": 1.038, "step": 3800 }, { "epoch": 1.59, "learning_rate": 3.8655708834751984e-05, "loss": 0.0158, "step": 3810 }, { "epoch": 1.6, "learning_rate": 3.861901966539478e-05, "loss": 0.0309, "step": 3820 }, { "epoch": 1.6, "learning_rate": 3.858233049603757e-05, "loss": 0.0032, "step": 3830 }, { "epoch": 1.61, "learning_rate": 3.8545641326680365e-05, "loss": 0.0257, "step": 3840 }, { "epoch": 1.61, "learning_rate": 3.850895215732316e-05, "loss": 0.0038, "step": 3850 }, { "epoch": 1.61, "learning_rate": 3.847226298796596e-05, "loss": 0.011, "step": 3860 }, { "epoch": 1.62, "learning_rate": 3.843557381860875e-05, "loss": 0.004, "step": 3870 }, { "epoch": 1.62, "learning_rate": 3.8398884649251546e-05, "loss": 0.0176, "step": 3880 }, { "epoch": 1.63, "learning_rate": 3.836219547989434e-05, "loss": 0.0047, "step": 3890 }, { "epoch": 1.63, "learning_rate": 3.8325506310537126e-05, "loss": 0.0139, "step": 3900 }, { "epoch": 1.64, "learning_rate": 3.8288817141179926e-05, "loss": 0.0037, "step": 3910 }, { "epoch": 1.64, "learning_rate": 3.825212797182272e-05, "loss": 0.0176, "step": 3920 }, { "epoch": 1.64, "learning_rate": 3.821543880246551e-05, "loss": 0.0054, "step": 3930 }, { "epoch": 1.65, "learning_rate": 3.817874963310831e-05, "loss": 0.0061, "step": 3940 }, { "epoch": 1.65, "learning_rate": 3.81420604637511e-05, "loss": 0.0273, "step": 3950 }, { "epoch": 1.66, "learning_rate": 3.81053712943939e-05, "loss": 0.0045, "step": 3960 }, { "epoch": 1.66, "learning_rate": 3.8068682125036694e-05, "loss": 0.0301, "step": 3970 }, { "epoch": 1.66, "learning_rate": 3.803199295567949e-05, "loss": 0.0108, "step": 3980 }, { "epoch": 1.67, "learning_rate": 3.799530378632228e-05, "loss": 0.0091, "step": 3990 }, { "epoch": 1.67, "learning_rate": 3.7958614616965075e-05, "loss": 0.0052, "step": 4000 }, { "epoch": 1.67, "eval_f1": 0.9934967532249497, "eval_f1_0": 0.9980441662159518, "eval_f1_1": 0.9970681600667103, "eval_f1_2": 0.9801039664713919, "eval_f1_3": 0.9987707201457449, "eval_loss": 0.012285062111914158, "eval_runtime": 32.7767, "eval_samples_per_second": 259.391, "eval_steps_per_second": 1.037, "step": 4000 }, { "epoch": 1.68, "learning_rate": 3.792192544760787e-05, "loss": 0.0122, "step": 4010 }, { "epoch": 1.68, "learning_rate": 3.788523627825066e-05, "loss": 0.004, "step": 4020 }, { "epoch": 1.69, "learning_rate": 3.7848547108893455e-05, "loss": 0.0103, "step": 4030 }, { "epoch": 1.69, "learning_rate": 3.781185793953625e-05, "loss": 0.0058, "step": 4040 }, { "epoch": 1.69, "learning_rate": 3.777516877017904e-05, "loss": 0.004, "step": 4050 }, { "epoch": 1.7, "learning_rate": 3.773847960082184e-05, "loss": 0.0037, "step": 4060 }, { "epoch": 1.7, "learning_rate": 3.7701790431464636e-05, "loss": 0.0087, "step": 4070 }, { "epoch": 1.71, "learning_rate": 3.766510126210743e-05, "loss": 0.0073, "step": 4080 }, { "epoch": 1.71, "learning_rate": 3.762841209275022e-05, "loss": 0.0299, "step": 4090 }, { "epoch": 1.71, "learning_rate": 3.7591722923393016e-05, "loss": 0.0033, "step": 4100 }, { "epoch": 1.72, "learning_rate": 3.755503375403581e-05, "loss": 0.0043, "step": 4110 }, { "epoch": 1.72, "learning_rate": 3.75183445846786e-05, "loss": 0.0092, "step": 4120 }, { "epoch": 1.73, "learning_rate": 3.74816554153214e-05, "loss": 0.0055, "step": 4130 }, { "epoch": 1.73, "learning_rate": 3.744496624596419e-05, "loss": 0.0069, "step": 4140 }, { "epoch": 1.74, "learning_rate": 3.740827707660699e-05, "loss": 0.0059, "step": 4150 }, { "epoch": 1.74, "learning_rate": 3.7371587907249784e-05, "loss": 0.0081, "step": 4160 }, { "epoch": 1.74, "learning_rate": 3.733489873789258e-05, "loss": 0.0083, "step": 4170 }, { "epoch": 1.75, "learning_rate": 3.729820956853537e-05, "loss": 0.0109, "step": 4180 }, { "epoch": 1.75, "learning_rate": 3.7261520399178165e-05, "loss": 0.0163, "step": 4190 }, { "epoch": 1.76, "learning_rate": 3.722483122982096e-05, "loss": 0.0265, "step": 4200 }, { "epoch": 1.76, "eval_f1": 0.9940958225544244, "eval_f1_0": 0.9982137368330962, "eval_f1_1": 0.9971425756232141, "eval_f1_2": 0.9822802768870269, "eval_f1_3": 0.9987467008743605, "eval_loss": 0.011539779603481293, "eval_runtime": 32.5807, "eval_samples_per_second": 260.952, "eval_steps_per_second": 1.044, "step": 4200 }, { "epoch": 1.76, "learning_rate": 3.718814206046375e-05, "loss": 0.0104, "step": 4210 }, { "epoch": 1.76, "learning_rate": 3.7151452891106545e-05, "loss": 0.0045, "step": 4220 }, { "epoch": 1.77, "learning_rate": 3.711476372174934e-05, "loss": 0.024, "step": 4230 }, { "epoch": 1.77, "learning_rate": 3.707807455239213e-05, "loss": 0.0058, "step": 4240 }, { "epoch": 1.78, "learning_rate": 3.704138538303493e-05, "loss": 0.0254, "step": 4250 }, { "epoch": 1.78, "learning_rate": 3.7004696213677726e-05, "loss": 0.0365, "step": 4260 }, { "epoch": 1.79, "learning_rate": 3.696800704432052e-05, "loss": 0.0147, "step": 4270 }, { "epoch": 1.79, "learning_rate": 3.693131787496331e-05, "loss": 0.0033, "step": 4280 }, { "epoch": 1.79, "learning_rate": 3.6894628705606106e-05, "loss": 0.004, "step": 4290 }, { "epoch": 1.8, "learning_rate": 3.68579395362489e-05, "loss": 0.0039, "step": 4300 }, { "epoch": 1.8, "learning_rate": 3.6821250366891693e-05, "loss": 0.031, "step": 4310 }, { "epoch": 1.81, "learning_rate": 3.678456119753449e-05, "loss": 0.0065, "step": 4320 }, { "epoch": 1.81, "learning_rate": 3.674787202817728e-05, "loss": 0.0035, "step": 4330 }, { "epoch": 1.82, "learning_rate": 3.6711182858820074e-05, "loss": 0.0031, "step": 4340 }, { "epoch": 1.82, "learning_rate": 3.6674493689462874e-05, "loss": 0.0035, "step": 4350 }, { "epoch": 1.82, "learning_rate": 3.663780452010567e-05, "loss": 0.0036, "step": 4360 }, { "epoch": 1.83, "learning_rate": 3.660111535074846e-05, "loss": 0.0028, "step": 4370 }, { "epoch": 1.83, "learning_rate": 3.6564426181391255e-05, "loss": 0.0095, "step": 4380 }, { "epoch": 1.84, "learning_rate": 3.652773701203405e-05, "loss": 0.0047, "step": 4390 }, { "epoch": 1.84, "learning_rate": 3.649104784267685e-05, "loss": 0.0056, "step": 4400 }, { "epoch": 1.84, "eval_f1": 0.994136557447434, "eval_f1_0": 0.9982309070139049, "eval_f1_1": 0.9970766826126084, "eval_f1_2": 0.9825211109980669, "eval_f1_3": 0.9987175291651557, "eval_loss": 0.011068220250308514, "eval_runtime": 32.4093, "eval_samples_per_second": 262.332, "eval_steps_per_second": 1.049, "step": 4400 }, { "epoch": 1.84, "learning_rate": 3.6454358673319635e-05, "loss": 0.0378, "step": 4410 }, { "epoch": 1.85, "learning_rate": 3.641766950396243e-05, "loss": 0.0029, "step": 4420 }, { "epoch": 1.85, "learning_rate": 3.638098033460522e-05, "loss": 0.0175, "step": 4430 }, { "epoch": 1.86, "learning_rate": 3.6344291165248016e-05, "loss": 0.0108, "step": 4440 }, { "epoch": 1.86, "learning_rate": 3.6307601995890816e-05, "loss": 0.0042, "step": 4450 }, { "epoch": 1.87, "learning_rate": 3.627091282653361e-05, "loss": 0.0142, "step": 4460 }, { "epoch": 1.87, "learning_rate": 3.62342236571764e-05, "loss": 0.003, "step": 4470 }, { "epoch": 1.87, "learning_rate": 3.61975344878192e-05, "loss": 0.0041, "step": 4480 }, { "epoch": 1.88, "learning_rate": 3.6160845318462e-05, "loss": 0.0171, "step": 4490 }, { "epoch": 1.88, "learning_rate": 3.612415614910479e-05, "loss": 0.013, "step": 4500 }, { "epoch": 1.89, "learning_rate": 3.6087466979747584e-05, "loss": 0.0136, "step": 4510 }, { "epoch": 1.89, "learning_rate": 3.605077781039037e-05, "loss": 0.0128, "step": 4520 }, { "epoch": 1.89, "learning_rate": 3.6014088641033164e-05, "loss": 0.0033, "step": 4530 }, { "epoch": 1.9, "learning_rate": 3.5977399471675964e-05, "loss": 0.0073, "step": 4540 }, { "epoch": 1.9, "learning_rate": 3.594071030231876e-05, "loss": 0.0342, "step": 4550 }, { "epoch": 1.91, "learning_rate": 3.590402113296155e-05, "loss": 0.0042, "step": 4560 }, { "epoch": 1.91, "learning_rate": 3.5867331963604345e-05, "loss": 0.006, "step": 4570 }, { "epoch": 1.92, "learning_rate": 3.583064279424714e-05, "loss": 0.004, "step": 4580 }, { "epoch": 1.92, "learning_rate": 3.579395362488994e-05, "loss": 0.01, "step": 4590 }, { "epoch": 1.92, "learning_rate": 3.575726445553273e-05, "loss": 0.0085, "step": 4600 }, { "epoch": 1.92, "eval_f1": 0.993926435925004, "eval_f1_0": 0.9981605158099504, "eval_f1_1": 0.9967335581819528, "eval_f1_2": 0.9820825275519001, "eval_f1_3": 0.9987291421562123, "eval_loss": 0.01137313898652792, "eval_runtime": 32.5633, "eval_samples_per_second": 261.091, "eval_steps_per_second": 1.044, "step": 4600 }, { "epoch": 1.93, "learning_rate": 3.5720575286175526e-05, "loss": 0.0068, "step": 4610 }, { "epoch": 1.93, "learning_rate": 3.568388611681831e-05, "loss": 0.0258, "step": 4620 }, { "epoch": 1.94, "learning_rate": 3.5647196947461106e-05, "loss": 0.0023, "step": 4630 }, { "epoch": 1.94, "learning_rate": 3.5610507778103906e-05, "loss": 0.0041, "step": 4640 }, { "epoch": 1.94, "learning_rate": 3.55738186087467e-05, "loss": 0.0185, "step": 4650 }, { "epoch": 1.95, "learning_rate": 3.553712943938949e-05, "loss": 0.0111, "step": 4660 }, { "epoch": 1.95, "learning_rate": 3.550044027003229e-05, "loss": 0.0045, "step": 4670 }, { "epoch": 1.96, "learning_rate": 3.546375110067508e-05, "loss": 0.011, "step": 4680 }, { "epoch": 1.96, "learning_rate": 3.542706193131788e-05, "loss": 0.0055, "step": 4690 }, { "epoch": 1.97, "learning_rate": 3.5390372761960674e-05, "loss": 0.0036, "step": 4700 }, { "epoch": 1.97, "learning_rate": 3.535368359260347e-05, "loss": 0.0025, "step": 4710 }, { "epoch": 1.97, "learning_rate": 3.531699442324626e-05, "loss": 0.0262, "step": 4720 }, { "epoch": 1.98, "learning_rate": 3.528030525388905e-05, "loss": 0.0045, "step": 4730 }, { "epoch": 1.98, "learning_rate": 3.524361608453185e-05, "loss": 0.0037, "step": 4740 }, { "epoch": 1.99, "learning_rate": 3.520692691517464e-05, "loss": 0.0032, "step": 4750 }, { "epoch": 1.99, "learning_rate": 3.5170237745817435e-05, "loss": 0.0457, "step": 4760 }, { "epoch": 1.99, "learning_rate": 3.513354857646023e-05, "loss": 0.0044, "step": 4770 }, { "epoch": 2.0, "learning_rate": 3.509685940710302e-05, "loss": 0.0215, "step": 4780 }, { "epoch": 2.0, "learning_rate": 3.506017023774582e-05, "loss": 0.0023, "step": 4790 }, { "epoch": 2.01, "learning_rate": 3.5023481068388616e-05, "loss": 0.0066, "step": 4800 }, { "epoch": 2.01, "eval_f1": 0.9946477369501043, "eval_f1_0": 0.9983790031087706, "eval_f1_1": 0.9971663656127568, "eval_f1_2": 0.9842573857912964, "eval_f1_3": 0.9987881932875933, "eval_loss": 0.010337233543395996, "eval_runtime": 32.5797, "eval_samples_per_second": 260.96, "eval_steps_per_second": 1.044, "step": 4800 }, { "epoch": 2.01, "learning_rate": 3.498679189903141e-05, "loss": 0.0031, "step": 4810 }, { "epoch": 2.02, "learning_rate": 3.49501027296742e-05, "loss": 0.0173, "step": 4820 }, { "epoch": 2.02, "learning_rate": 3.4913413560316996e-05, "loss": 0.0085, "step": 4830 }, { "epoch": 2.02, "learning_rate": 3.487672439095979e-05, "loss": 0.002, "step": 4840 }, { "epoch": 2.03, "learning_rate": 3.4840035221602583e-05, "loss": 0.0116, "step": 4850 }, { "epoch": 2.03, "learning_rate": 3.480334605224538e-05, "loss": 0.0031, "step": 4860 }, { "epoch": 2.04, "learning_rate": 3.476665688288817e-05, "loss": 0.0031, "step": 4870 }, { "epoch": 2.04, "learning_rate": 3.472996771353097e-05, "loss": 0.0152, "step": 4880 }, { "epoch": 2.05, "learning_rate": 3.4693278544173764e-05, "loss": 0.0028, "step": 4890 }, { "epoch": 2.05, "learning_rate": 3.465658937481656e-05, "loss": 0.0033, "step": 4900 }, { "epoch": 2.05, "learning_rate": 3.461990020545935e-05, "loss": 0.0104, "step": 4910 }, { "epoch": 2.06, "learning_rate": 3.4583211036102145e-05, "loss": 0.0243, "step": 4920 }, { "epoch": 2.06, "learning_rate": 3.454652186674494e-05, "loss": 0.017, "step": 4930 }, { "epoch": 2.07, "learning_rate": 3.450983269738773e-05, "loss": 0.005, "step": 4940 }, { "epoch": 2.07, "learning_rate": 3.4473143528030525e-05, "loss": 0.0102, "step": 4950 }, { "epoch": 2.07, "learning_rate": 3.443645435867332e-05, "loss": 0.0032, "step": 4960 }, { "epoch": 2.08, "learning_rate": 3.439976518931611e-05, "loss": 0.0082, "step": 4970 }, { "epoch": 2.08, "learning_rate": 3.436307601995891e-05, "loss": 0.0033, "step": 4980 }, { "epoch": 2.09, "learning_rate": 3.4326386850601706e-05, "loss": 0.0125, "step": 4990 }, { "epoch": 2.09, "learning_rate": 3.42896976812445e-05, "loss": 0.0028, "step": 5000 }, { "epoch": 2.09, "eval_f1": 0.9943125530635006, "eval_f1_0": 0.9982833052354131, "eval_f1_1": 0.9971853943764748, "eval_f1_2": 0.9828960308636031, "eval_f1_3": 0.9988854817785117, "eval_loss": 0.01153592299669981, "eval_runtime": 32.4834, "eval_samples_per_second": 261.734, "eval_steps_per_second": 1.047, "step": 5000 }, { "epoch": 2.1, "learning_rate": 3.425300851188729e-05, "loss": 0.0032, "step": 5010 }, { "epoch": 2.1, "learning_rate": 3.4216319342530087e-05, "loss": 0.0023, "step": 5020 }, { "epoch": 2.1, "learning_rate": 3.417963017317288e-05, "loss": 0.0024, "step": 5030 }, { "epoch": 2.11, "learning_rate": 3.4142941003815674e-05, "loss": 0.0189, "step": 5040 }, { "epoch": 2.11, "learning_rate": 3.410625183445847e-05, "loss": 0.004, "step": 5050 }, { "epoch": 2.12, "learning_rate": 3.406956266510126e-05, "loss": 0.0038, "step": 5060 }, { "epoch": 2.12, "learning_rate": 3.4032873495744054e-05, "loss": 0.0026, "step": 5070 }, { "epoch": 2.12, "learning_rate": 3.3996184326386854e-05, "loss": 0.0097, "step": 5080 }, { "epoch": 2.13, "learning_rate": 3.395949515702965e-05, "loss": 0.0027, "step": 5090 }, { "epoch": 2.13, "learning_rate": 3.392280598767244e-05, "loss": 0.0194, "step": 5100 }, { "epoch": 2.14, "learning_rate": 3.3886116818315235e-05, "loss": 0.0025, "step": 5110 }, { "epoch": 2.14, "learning_rate": 3.3849427648958035e-05, "loss": 0.0024, "step": 5120 }, { "epoch": 2.15, "learning_rate": 3.381273847960082e-05, "loss": 0.003, "step": 5130 }, { "epoch": 2.15, "learning_rate": 3.3776049310243615e-05, "loss": 0.0053, "step": 5140 }, { "epoch": 2.15, "learning_rate": 3.373936014088641e-05, "loss": 0.0028, "step": 5150 }, { "epoch": 2.16, "learning_rate": 3.37026709715292e-05, "loss": 0.0038, "step": 5160 }, { "epoch": 2.16, "learning_rate": 3.3665981802172e-05, "loss": 0.0133, "step": 5170 }, { "epoch": 2.17, "learning_rate": 3.3629292632814796e-05, "loss": 0.0039, "step": 5180 }, { "epoch": 2.17, "learning_rate": 3.359260346345759e-05, "loss": 0.0027, "step": 5190 }, { "epoch": 2.17, "learning_rate": 3.355591429410038e-05, "loss": 0.0019, "step": 5200 }, { "epoch": 2.17, "eval_f1": 0.9946274522472097, "eval_f1_0": 0.9983760287298878, "eval_f1_1": 0.9972181690701332, "eval_f1_2": 0.9840624373694744, "eval_f1_3": 0.9988531738193439, "eval_loss": 0.010496237315237522, "eval_runtime": 32.6466, "eval_samples_per_second": 260.425, "eval_steps_per_second": 1.041, "step": 5200 }, { "epoch": 2.18, "learning_rate": 3.351922512474318e-05, "loss": 0.0064, "step": 5210 }, { "epoch": 2.18, "learning_rate": 3.348253595538598e-05, "loss": 0.0052, "step": 5220 }, { "epoch": 2.19, "learning_rate": 3.344584678602877e-05, "loss": 0.0024, "step": 5230 }, { "epoch": 2.19, "learning_rate": 3.340915761667156e-05, "loss": 0.0214, "step": 5240 }, { "epoch": 2.2, "learning_rate": 3.337246844731435e-05, "loss": 0.0029, "step": 5250 }, { "epoch": 2.2, "learning_rate": 3.3335779277957144e-05, "loss": 0.0105, "step": 5260 }, { "epoch": 2.2, "learning_rate": 3.3299090108599944e-05, "loss": 0.0048, "step": 5270 }, { "epoch": 2.21, "learning_rate": 3.326240093924274e-05, "loss": 0.0024, "step": 5280 }, { "epoch": 2.21, "learning_rate": 3.322571176988553e-05, "loss": 0.0058, "step": 5290 }, { "epoch": 2.22, "learning_rate": 3.3189022600528325e-05, "loss": 0.0057, "step": 5300 }, { "epoch": 2.22, "learning_rate": 3.315233343117112e-05, "loss": 0.0029, "step": 5310 }, { "epoch": 2.23, "learning_rate": 3.311564426181392e-05, "loss": 0.0083, "step": 5320 }, { "epoch": 2.23, "learning_rate": 3.307895509245671e-05, "loss": 0.0044, "step": 5330 }, { "epoch": 2.23, "learning_rate": 3.3042265923099506e-05, "loss": 0.005, "step": 5340 }, { "epoch": 2.24, "learning_rate": 3.300557675374229e-05, "loss": 0.0028, "step": 5350 }, { "epoch": 2.24, "learning_rate": 3.2968887584385086e-05, "loss": 0.0049, "step": 5360 }, { "epoch": 2.25, "learning_rate": 3.2932198415027886e-05, "loss": 0.0339, "step": 5370 }, { "epoch": 2.25, "learning_rate": 3.289550924567068e-05, "loss": 0.0029, "step": 5380 }, { "epoch": 2.25, "learning_rate": 3.285882007631347e-05, "loss": 0.0258, "step": 5390 }, { "epoch": 2.26, "learning_rate": 3.282213090695627e-05, "loss": 0.0029, "step": 5400 }, { "epoch": 2.26, "eval_f1": 0.9947696032575243, "eval_f1_0": 0.9984141504451356, "eval_f1_1": 0.9972693180116997, "eval_f1_2": 0.9845506594654737, "eval_f1_3": 0.9988442851077881, "eval_loss": 0.010481318458914757, "eval_runtime": 32.5582, "eval_samples_per_second": 261.133, "eval_steps_per_second": 1.044, "step": 5400 }, { "epoch": 2.26, "learning_rate": 3.278544173759906e-05, "loss": 0.003, "step": 5410 }, { "epoch": 2.27, "learning_rate": 3.274875256824186e-05, "loss": 0.0026, "step": 5420 }, { "epoch": 2.27, "learning_rate": 3.2712063398884654e-05, "loss": 0.003, "step": 5430 }, { "epoch": 2.28, "learning_rate": 3.267537422952745e-05, "loss": 0.0085, "step": 5440 }, { "epoch": 2.28, "learning_rate": 3.2638685060170234e-05, "loss": 0.0056, "step": 5450 }, { "epoch": 2.28, "learning_rate": 3.2601995890813035e-05, "loss": 0.0051, "step": 5460 }, { "epoch": 2.29, "learning_rate": 3.256530672145583e-05, "loss": 0.0033, "step": 5470 }, { "epoch": 2.29, "learning_rate": 3.252861755209862e-05, "loss": 0.0068, "step": 5480 }, { "epoch": 2.3, "learning_rate": 3.2491928382741415e-05, "loss": 0.0029, "step": 5490 }, { "epoch": 2.3, "learning_rate": 3.245523921338421e-05, "loss": 0.0024, "step": 5500 }, { "epoch": 2.3, "learning_rate": 3.241855004402701e-05, "loss": 0.0042, "step": 5510 }, { "epoch": 2.31, "learning_rate": 3.23818608746698e-05, "loss": 0.0022, "step": 5520 }, { "epoch": 2.31, "learning_rate": 3.2345171705312596e-05, "loss": 0.003, "step": 5530 }, { "epoch": 2.32, "learning_rate": 3.230848253595539e-05, "loss": 0.003, "step": 5540 }, { "epoch": 2.32, "learning_rate": 3.227179336659818e-05, "loss": 0.0042, "step": 5550 }, { "epoch": 2.33, "learning_rate": 3.2235104197240976e-05, "loss": 0.0291, "step": 5560 }, { "epoch": 2.33, "learning_rate": 3.219841502788377e-05, "loss": 0.0207, "step": 5570 }, { "epoch": 2.33, "learning_rate": 3.2161725858526563e-05, "loss": 0.0036, "step": 5580 }, { "epoch": 2.34, "learning_rate": 3.212503668916936e-05, "loss": 0.0031, "step": 5590 }, { "epoch": 2.34, "learning_rate": 3.208834751981215e-05, "loss": 0.0035, "step": 5600 }, { "epoch": 2.34, "eval_f1": 0.9950011532059437, "eval_f1_0": 0.9984910804889736, "eval_f1_1": 0.9973762834220544, "eval_f1_2": 0.985278293189393, "eval_f1_3": 0.9988589557233543, "eval_loss": 0.010064340196549892, "eval_runtime": 32.5686, "eval_samples_per_second": 261.049, "eval_steps_per_second": 1.044, "step": 5600 }, { "epoch": 2.35, "learning_rate": 3.205165835045495e-05, "loss": 0.0017, "step": 5610 }, { "epoch": 2.35, "learning_rate": 3.2014969181097744e-05, "loss": 0.0026, "step": 5620 }, { "epoch": 2.35, "learning_rate": 3.197828001174054e-05, "loss": 0.0026, "step": 5630 }, { "epoch": 2.36, "learning_rate": 3.194159084238333e-05, "loss": 0.0023, "step": 5640 }, { "epoch": 2.36, "learning_rate": 3.1904901673026125e-05, "loss": 0.0032, "step": 5650 }, { "epoch": 2.37, "learning_rate": 3.186821250366892e-05, "loss": 0.0032, "step": 5660 }, { "epoch": 2.37, "learning_rate": 3.183152333431171e-05, "loss": 0.0031, "step": 5670 }, { "epoch": 2.38, "learning_rate": 3.1794834164954505e-05, "loss": 0.0143, "step": 5680 }, { "epoch": 2.38, "learning_rate": 3.17581449955973e-05, "loss": 0.0022, "step": 5690 }, { "epoch": 2.38, "learning_rate": 3.172145582624009e-05, "loss": 0.0024, "step": 5700 }, { "epoch": 2.39, "learning_rate": 3.168476665688289e-05, "loss": 0.0104, "step": 5710 }, { "epoch": 2.39, "learning_rate": 3.1648077487525686e-05, "loss": 0.0038, "step": 5720 }, { "epoch": 2.4, "learning_rate": 3.161138831816848e-05, "loss": 0.0044, "step": 5730 }, { "epoch": 2.4, "learning_rate": 3.157469914881127e-05, "loss": 0.0037, "step": 5740 }, { "epoch": 2.4, "learning_rate": 3.1538009979454067e-05, "loss": 0.0058, "step": 5750 }, { "epoch": 2.41, "learning_rate": 3.150132081009686e-05, "loss": 0.0037, "step": 5760 }, { "epoch": 2.41, "learning_rate": 3.1464631640739654e-05, "loss": 0.002, "step": 5770 }, { "epoch": 2.42, "learning_rate": 3.142794247138245e-05, "loss": 0.0086, "step": 5780 }, { "epoch": 2.42, "learning_rate": 3.139125330202524e-05, "loss": 0.0043, "step": 5790 }, { "epoch": 2.43, "learning_rate": 3.135456413266804e-05, "loss": 0.0038, "step": 5800 }, { "epoch": 2.43, "eval_f1": 0.9949292811210624, "eval_f1_0": 0.9984637871650293, "eval_f1_1": 0.9972766709054832, "eval_f1_2": 0.9851559395098007, "eval_f1_3": 0.9988207269039364, "eval_loss": 0.010227196849882603, "eval_runtime": 32.4605, "eval_samples_per_second": 261.919, "eval_steps_per_second": 1.047, "step": 5800 }, { "epoch": 2.43, "learning_rate": 3.1317874963310834e-05, "loss": 0.0179, "step": 5810 }, { "epoch": 2.43, "learning_rate": 3.128118579395363e-05, "loss": 0.0026, "step": 5820 }, { "epoch": 2.44, "learning_rate": 3.124449662459642e-05, "loss": 0.0024, "step": 5830 }, { "epoch": 2.44, "learning_rate": 3.1207807455239215e-05, "loss": 0.0043, "step": 5840 }, { "epoch": 2.45, "learning_rate": 3.117111828588201e-05, "loss": 0.0054, "step": 5850 }, { "epoch": 2.45, "learning_rate": 3.11344291165248e-05, "loss": 0.0073, "step": 5860 }, { "epoch": 2.46, "learning_rate": 3.1097739947167595e-05, "loss": 0.0109, "step": 5870 }, { "epoch": 2.46, "learning_rate": 3.106105077781039e-05, "loss": 0.0046, "step": 5880 }, { "epoch": 2.46, "learning_rate": 3.102436160845318e-05, "loss": 0.0023, "step": 5890 }, { "epoch": 2.47, "learning_rate": 3.098767243909598e-05, "loss": 0.0043, "step": 5900 }, { "epoch": 2.47, "learning_rate": 3.0950983269738776e-05, "loss": 0.0031, "step": 5910 }, { "epoch": 2.48, "learning_rate": 3.091429410038157e-05, "loss": 0.0032, "step": 5920 }, { "epoch": 2.48, "learning_rate": 3.087760493102436e-05, "loss": 0.0262, "step": 5930 }, { "epoch": 2.48, "learning_rate": 3.084091576166716e-05, "loss": 0.0132, "step": 5940 }, { "epoch": 2.49, "learning_rate": 3.080422659230996e-05, "loss": 0.0039, "step": 5950 }, { "epoch": 2.49, "learning_rate": 3.0767537422952744e-05, "loss": 0.0027, "step": 5960 }, { "epoch": 2.5, "learning_rate": 3.073084825359554e-05, "loss": 0.0027, "step": 5970 }, { "epoch": 2.5, "learning_rate": 3.069415908423833e-05, "loss": 0.0035, "step": 5980 }, { "epoch": 2.51, "learning_rate": 3.0657469914881124e-05, "loss": 0.0123, "step": 5990 }, { "epoch": 2.51, "learning_rate": 3.0620780745523924e-05, "loss": 0.0243, "step": 6000 }, { "epoch": 2.51, "eval_f1": 0.9936627294427128, "eval_f1_0": 0.9980992938460442, "eval_f1_1": 0.9970706804845212, "eval_f1_2": 0.9807339395751616, "eval_f1_3": 0.9987470038651245, "eval_loss": 0.012905139476060867, "eval_runtime": 32.493, "eval_samples_per_second": 261.656, "eval_steps_per_second": 1.046, "step": 6000 }, { "epoch": 2.51, "learning_rate": 3.058409157616672e-05, "loss": 0.0021, "step": 6010 }, { "epoch": 2.52, "learning_rate": 3.054740240680951e-05, "loss": 0.003, "step": 6020 }, { "epoch": 2.52, "learning_rate": 3.0510713237452305e-05, "loss": 0.0052, "step": 6030 }, { "epoch": 2.53, "learning_rate": 3.04740240680951e-05, "loss": 0.0028, "step": 6040 }, { "epoch": 2.53, "learning_rate": 3.0437334898737895e-05, "loss": 0.0196, "step": 6050 }, { "epoch": 2.53, "learning_rate": 3.040064572938069e-05, "loss": 0.0335, "step": 6060 }, { "epoch": 2.54, "learning_rate": 3.0363956560023482e-05, "loss": 0.0075, "step": 6070 }, { "epoch": 2.54, "learning_rate": 3.0327267390666276e-05, "loss": 0.0134, "step": 6080 }, { "epoch": 2.55, "learning_rate": 3.029057822130907e-05, "loss": 0.0034, "step": 6090 }, { "epoch": 2.55, "learning_rate": 3.0253889051951866e-05, "loss": 0.0031, "step": 6100 }, { "epoch": 2.56, "learning_rate": 3.021719988259466e-05, "loss": 0.0073, "step": 6110 }, { "epoch": 2.56, "learning_rate": 3.0180510713237453e-05, "loss": 0.0025, "step": 6120 }, { "epoch": 2.56, "learning_rate": 3.0143821543880247e-05, "loss": 0.0051, "step": 6130 }, { "epoch": 2.57, "learning_rate": 3.0107132374523044e-05, "loss": 0.0026, "step": 6140 }, { "epoch": 2.57, "learning_rate": 3.0070443205165837e-05, "loss": 0.0073, "step": 6150 }, { "epoch": 2.58, "learning_rate": 3.003375403580863e-05, "loss": 0.004, "step": 6160 }, { "epoch": 2.58, "learning_rate": 2.9997064866451424e-05, "loss": 0.0038, "step": 6170 }, { "epoch": 2.58, "learning_rate": 2.9960375697094218e-05, "loss": 0.0058, "step": 6180 }, { "epoch": 2.59, "learning_rate": 2.9923686527737015e-05, "loss": 0.0069, "step": 6190 }, { "epoch": 2.59, "learning_rate": 2.9886997358379808e-05, "loss": 0.0022, "step": 6200 }, { "epoch": 2.59, "eval_f1": 0.9942435755186948, "eval_f1_0": 0.9982598041923024, "eval_f1_1": 0.9973448862053478, "eval_f1_2": 0.9825136010156198, "eval_f1_3": 0.9988560106615089, "eval_loss": 0.010344821028411388, "eval_runtime": 32.4964, "eval_samples_per_second": 261.629, "eval_steps_per_second": 1.046, "step": 6200 }, { "epoch": 2.6, "learning_rate": 2.98503081890226e-05, "loss": 0.023, "step": 6210 }, { "epoch": 2.6, "learning_rate": 2.9813619019665395e-05, "loss": 0.008, "step": 6220 }, { "epoch": 2.61, "learning_rate": 2.977692985030819e-05, "loss": 0.0047, "step": 6230 }, { "epoch": 2.61, "learning_rate": 2.9740240680950986e-05, "loss": 0.0027, "step": 6240 }, { "epoch": 2.61, "learning_rate": 2.970355151159378e-05, "loss": 0.0023, "step": 6250 }, { "epoch": 2.62, "learning_rate": 2.9666862342236573e-05, "loss": 0.0048, "step": 6260 }, { "epoch": 2.62, "learning_rate": 2.9630173172879366e-05, "loss": 0.0037, "step": 6270 }, { "epoch": 2.63, "learning_rate": 2.959348400352216e-05, "loss": 0.0025, "step": 6280 }, { "epoch": 2.63, "learning_rate": 2.9556794834164956e-05, "loss": 0.0026, "step": 6290 }, { "epoch": 2.63, "learning_rate": 2.952010566480775e-05, "loss": 0.0047, "step": 6300 }, { "epoch": 2.64, "learning_rate": 2.9483416495450543e-05, "loss": 0.003, "step": 6310 }, { "epoch": 2.64, "learning_rate": 2.9446727326093337e-05, "loss": 0.0095, "step": 6320 }, { "epoch": 2.65, "learning_rate": 2.941003815673613e-05, "loss": 0.0033, "step": 6330 }, { "epoch": 2.65, "learning_rate": 2.937334898737893e-05, "loss": 0.0097, "step": 6340 }, { "epoch": 2.66, "learning_rate": 2.933665981802172e-05, "loss": 0.0021, "step": 6350 }, { "epoch": 2.66, "learning_rate": 2.9299970648664514e-05, "loss": 0.0027, "step": 6360 }, { "epoch": 2.66, "learning_rate": 2.9263281479307308e-05, "loss": 0.002, "step": 6370 }, { "epoch": 2.67, "learning_rate": 2.92265923099501e-05, "loss": 0.0117, "step": 6380 }, { "epoch": 2.67, "learning_rate": 2.91899031405929e-05, "loss": 0.0041, "step": 6390 }, { "epoch": 2.68, "learning_rate": 2.9153213971235692e-05, "loss": 0.0036, "step": 6400 }, { "epoch": 2.68, "eval_f1": 0.9947850471072875, "eval_f1_0": 0.9984259337649861, "eval_f1_1": 0.9974449082024512, "eval_f1_2": 0.9844015354193323, "eval_f1_3": 0.9988678110423804, "eval_loss": 0.010553164407610893, "eval_runtime": 32.5079, "eval_samples_per_second": 261.537, "eval_steps_per_second": 1.046, "step": 6400 }, { "epoch": 2.68, "learning_rate": 2.9116524801878485e-05, "loss": 0.0032, "step": 6410 }, { "epoch": 2.69, "learning_rate": 2.907983563252128e-05, "loss": 0.0051, "step": 6420 }, { "epoch": 2.69, "learning_rate": 2.9043146463164072e-05, "loss": 0.0042, "step": 6430 }, { "epoch": 2.69, "learning_rate": 2.9006457293806873e-05, "loss": 0.0283, "step": 6440 }, { "epoch": 2.7, "learning_rate": 2.8969768124449663e-05, "loss": 0.0044, "step": 6450 }, { "epoch": 2.7, "learning_rate": 2.8933078955092456e-05, "loss": 0.0027, "step": 6460 }, { "epoch": 2.71, "learning_rate": 2.889638978573525e-05, "loss": 0.0031, "step": 6470 }, { "epoch": 2.71, "learning_rate": 2.885970061637805e-05, "loss": 0.0034, "step": 6480 }, { "epoch": 2.71, "learning_rate": 2.8823011447020843e-05, "loss": 0.005, "step": 6490 }, { "epoch": 2.72, "learning_rate": 2.8786322277663637e-05, "loss": 0.0024, "step": 6500 }, { "epoch": 2.72, "learning_rate": 2.8749633108306427e-05, "loss": 0.0027, "step": 6510 }, { "epoch": 2.73, "learning_rate": 2.871294393894922e-05, "loss": 0.0022, "step": 6520 }, { "epoch": 2.73, "learning_rate": 2.867625476959202e-05, "loss": 0.0021, "step": 6530 }, { "epoch": 2.74, "learning_rate": 2.8639565600234814e-05, "loss": 0.0051, "step": 6540 }, { "epoch": 2.74, "learning_rate": 2.8602876430877608e-05, "loss": 0.0032, "step": 6550 }, { "epoch": 2.74, "learning_rate": 2.8566187261520398e-05, "loss": 0.0023, "step": 6560 }, { "epoch": 2.75, "learning_rate": 2.852949809216319e-05, "loss": 0.0205, "step": 6570 }, { "epoch": 2.75, "learning_rate": 2.8492808922805992e-05, "loss": 0.0078, "step": 6580 }, { "epoch": 2.76, "learning_rate": 2.8456119753448785e-05, "loss": 0.005, "step": 6590 }, { "epoch": 2.76, "learning_rate": 2.841943058409158e-05, "loss": 0.0081, "step": 6600 }, { "epoch": 2.76, "eval_f1": 0.9942146099405986, "eval_f1_0": 0.9982458413827217, "eval_f1_1": 0.9972979528108112, "eval_f1_2": 0.9824526910788891, "eval_f1_3": 0.9988619544899728, "eval_loss": 0.010127900168299675, "eval_runtime": 32.5613, "eval_samples_per_second": 261.107, "eval_steps_per_second": 1.044, "step": 6600 }, { "epoch": 2.76, "learning_rate": 2.8382741414734372e-05, "loss": 0.0027, "step": 6610 }, { "epoch": 2.77, "learning_rate": 2.8346052245377162e-05, "loss": 0.0064, "step": 6620 }, { "epoch": 2.77, "learning_rate": 2.8309363076019963e-05, "loss": 0.0023, "step": 6630 }, { "epoch": 2.78, "learning_rate": 2.8272673906662756e-05, "loss": 0.0224, "step": 6640 }, { "epoch": 2.78, "learning_rate": 2.823598473730555e-05, "loss": 0.0019, "step": 6650 }, { "epoch": 2.79, "learning_rate": 2.8199295567948343e-05, "loss": 0.0283, "step": 6660 }, { "epoch": 2.79, "learning_rate": 2.8162606398591133e-05, "loss": 0.0043, "step": 6670 }, { "epoch": 2.79, "learning_rate": 2.8125917229233934e-05, "loss": 0.0034, "step": 6680 }, { "epoch": 2.8, "learning_rate": 2.8089228059876727e-05, "loss": 0.0031, "step": 6690 }, { "epoch": 2.8, "learning_rate": 2.805253889051952e-05, "loss": 0.0027, "step": 6700 }, { "epoch": 2.81, "learning_rate": 2.8015849721162314e-05, "loss": 0.0115, "step": 6710 }, { "epoch": 2.81, "learning_rate": 2.7979160551805104e-05, "loss": 0.0032, "step": 6720 }, { "epoch": 2.81, "learning_rate": 2.7942471382447905e-05, "loss": 0.0027, "step": 6730 }, { "epoch": 2.82, "learning_rate": 2.7905782213090698e-05, "loss": 0.0104, "step": 6740 }, { "epoch": 2.82, "learning_rate": 2.786909304373349e-05, "loss": 0.007, "step": 6750 }, { "epoch": 2.83, "learning_rate": 2.7832403874376285e-05, "loss": 0.0058, "step": 6760 }, { "epoch": 2.83, "learning_rate": 2.779571470501908e-05, "loss": 0.0055, "step": 6770 }, { "epoch": 2.84, "learning_rate": 2.7759025535661875e-05, "loss": 0.0046, "step": 6780 }, { "epoch": 2.84, "learning_rate": 2.772233636630467e-05, "loss": 0.0062, "step": 6790 }, { "epoch": 2.84, "learning_rate": 2.7685647196947462e-05, "loss": 0.0231, "step": 6800 }, { "epoch": 2.84, "eval_f1": 0.994625110377242, "eval_f1_0": 0.9983772276312078, "eval_f1_1": 0.9972981473551781, "eval_f1_2": 0.983974844232225, "eval_f1_3": 0.9988502222903572, "eval_loss": 0.010598053224384785, "eval_runtime": 32.5415, "eval_samples_per_second": 261.267, "eval_steps_per_second": 1.045, "step": 6800 }, { "epoch": 2.85, "learning_rate": 2.7648958027590256e-05, "loss": 0.0026, "step": 6810 }, { "epoch": 2.85, "learning_rate": 2.7612268858233053e-05, "loss": 0.0019, "step": 6820 }, { "epoch": 2.86, "learning_rate": 2.7575579688875846e-05, "loss": 0.0025, "step": 6830 }, { "epoch": 2.86, "learning_rate": 2.753889051951864e-05, "loss": 0.0063, "step": 6840 }, { "epoch": 2.86, "learning_rate": 2.7502201350161433e-05, "loss": 0.0023, "step": 6850 }, { "epoch": 2.87, "learning_rate": 2.7465512180804227e-05, "loss": 0.0091, "step": 6860 }, { "epoch": 2.87, "learning_rate": 2.7428823011447024e-05, "loss": 0.0027, "step": 6870 }, { "epoch": 2.88, "learning_rate": 2.7392133842089817e-05, "loss": 0.0029, "step": 6880 }, { "epoch": 2.88, "learning_rate": 2.735544467273261e-05, "loss": 0.0028, "step": 6890 }, { "epoch": 2.89, "learning_rate": 2.7318755503375404e-05, "loss": 0.0036, "step": 6900 }, { "epoch": 2.89, "learning_rate": 2.7282066334018198e-05, "loss": 0.0069, "step": 6910 }, { "epoch": 2.89, "learning_rate": 2.7245377164660995e-05, "loss": 0.0024, "step": 6920 }, { "epoch": 2.9, "learning_rate": 2.7208687995303788e-05, "loss": 0.0044, "step": 6930 }, { "epoch": 2.9, "learning_rate": 2.717199882594658e-05, "loss": 0.0065, "step": 6940 }, { "epoch": 2.91, "learning_rate": 2.7135309656589375e-05, "loss": 0.0042, "step": 6950 }, { "epoch": 2.91, "learning_rate": 2.709862048723217e-05, "loss": 0.0021, "step": 6960 }, { "epoch": 2.92, "learning_rate": 2.7061931317874966e-05, "loss": 0.0033, "step": 6970 }, { "epoch": 2.92, "learning_rate": 2.702524214851776e-05, "loss": 0.0062, "step": 6980 }, { "epoch": 2.92, "learning_rate": 2.6988552979160553e-05, "loss": 0.0026, "step": 6990 }, { "epoch": 2.93, "learning_rate": 2.6951863809803346e-05, "loss": 0.0025, "step": 7000 }, { "epoch": 2.93, "eval_f1": 0.9946709754148209, "eval_f1_0": 0.9983931458064326, "eval_f1_1": 0.9973767409417955, "eval_f1_2": 0.9840609154786092, "eval_f1_3": 0.9988530994324464, "eval_loss": 0.010840615257620811, "eval_runtime": 32.6051, "eval_samples_per_second": 260.757, "eval_steps_per_second": 1.043, "step": 7000 }, { "epoch": 2.93, "learning_rate": 2.691517464044614e-05, "loss": 0.0023, "step": 7010 }, { "epoch": 2.94, "learning_rate": 2.6878485471088936e-05, "loss": 0.0025, "step": 7020 }, { "epoch": 2.94, "learning_rate": 2.684179630173173e-05, "loss": 0.0042, "step": 7030 }, { "epoch": 2.94, "learning_rate": 2.6805107132374524e-05, "loss": 0.0051, "step": 7040 }, { "epoch": 2.95, "learning_rate": 2.6768417963017317e-05, "loss": 0.0053, "step": 7050 }, { "epoch": 2.95, "learning_rate": 2.673172879366011e-05, "loss": 0.0044, "step": 7060 }, { "epoch": 2.96, "learning_rate": 2.6695039624302907e-05, "loss": 0.0023, "step": 7070 }, { "epoch": 2.96, "learning_rate": 2.66583504549457e-05, "loss": 0.0065, "step": 7080 }, { "epoch": 2.97, "learning_rate": 2.6621661285588494e-05, "loss": 0.0035, "step": 7090 }, { "epoch": 2.97, "learning_rate": 2.6584972116231288e-05, "loss": 0.0055, "step": 7100 }, { "epoch": 2.97, "learning_rate": 2.6548282946874088e-05, "loss": 0.0282, "step": 7110 }, { "epoch": 2.98, "learning_rate": 2.651159377751688e-05, "loss": 0.0028, "step": 7120 }, { "epoch": 2.98, "learning_rate": 2.6474904608159672e-05, "loss": 0.0052, "step": 7130 }, { "epoch": 2.99, "learning_rate": 2.6438215438802465e-05, "loss": 0.0029, "step": 7140 }, { "epoch": 2.99, "learning_rate": 2.640152626944526e-05, "loss": 0.0094, "step": 7150 }, { "epoch": 2.99, "learning_rate": 2.636483710008806e-05, "loss": 0.0036, "step": 7160 }, { "epoch": 3.0, "learning_rate": 2.6328147930730853e-05, "loss": 0.0048, "step": 7170 }, { "epoch": 3.0, "learning_rate": 2.6291458761373643e-05, "loss": 0.0025, "step": 7180 }, { "epoch": 3.01, "learning_rate": 2.6254769592016436e-05, "loss": 0.0243, "step": 7190 }, { "epoch": 3.01, "learning_rate": 2.621808042265923e-05, "loss": 0.0053, "step": 7200 }, { "epoch": 3.01, "eval_f1": 0.9943055688326237, "eval_f1_0": 0.9982727880800281, "eval_f1_1": 0.9973206300119757, "eval_f1_2": 0.9827817020526062, "eval_f1_3": 0.9988471551858852, "eval_loss": 0.010248737409710884, "eval_runtime": 32.5278, "eval_samples_per_second": 261.377, "eval_steps_per_second": 1.045, "step": 7200 }, { "epoch": 3.02, "learning_rate": 2.618139125330203e-05, "loss": 0.0038, "step": 7210 }, { "epoch": 3.02, "learning_rate": 2.6144702083944824e-05, "loss": 0.0203, "step": 7220 }, { "epoch": 3.02, "learning_rate": 2.6108012914587614e-05, "loss": 0.0063, "step": 7230 }, { "epoch": 3.03, "learning_rate": 2.6071323745230407e-05, "loss": 0.0086, "step": 7240 }, { "epoch": 3.03, "learning_rate": 2.60346345758732e-05, "loss": 0.0043, "step": 7250 }, { "epoch": 3.04, "learning_rate": 2.5997945406516e-05, "loss": 0.0047, "step": 7260 }, { "epoch": 3.04, "learning_rate": 2.5961256237158794e-05, "loss": 0.0033, "step": 7270 }, { "epoch": 3.04, "learning_rate": 2.5924567067801585e-05, "loss": 0.0061, "step": 7280 }, { "epoch": 3.05, "learning_rate": 2.5887877898444378e-05, "loss": 0.0049, "step": 7290 }, { "epoch": 3.05, "learning_rate": 2.585118872908717e-05, "loss": 0.0028, "step": 7300 }, { "epoch": 3.06, "learning_rate": 2.5814499559729972e-05, "loss": 0.0028, "step": 7310 }, { "epoch": 3.06, "learning_rate": 2.5777810390372765e-05, "loss": 0.002, "step": 7320 }, { "epoch": 3.07, "learning_rate": 2.574112122101556e-05, "loss": 0.0019, "step": 7330 }, { "epoch": 3.07, "learning_rate": 2.570443205165835e-05, "loss": 0.0026, "step": 7340 }, { "epoch": 3.07, "learning_rate": 2.5667742882301142e-05, "loss": 0.0029, "step": 7350 }, { "epoch": 3.08, "learning_rate": 2.5631053712943943e-05, "loss": 0.0024, "step": 7360 }, { "epoch": 3.08, "learning_rate": 2.5594364543586736e-05, "loss": 0.0024, "step": 7370 }, { "epoch": 3.09, "learning_rate": 2.555767537422953e-05, "loss": 0.003, "step": 7380 }, { "epoch": 3.09, "learning_rate": 2.552098620487232e-05, "loss": 0.0076, "step": 7390 }, { "epoch": 3.09, "learning_rate": 2.5484297035515113e-05, "loss": 0.0123, "step": 7400 }, { "epoch": 3.09, "eval_f1": 0.9942531602386351, "eval_f1_0": 0.9982579119066933, "eval_f1_1": 0.9973885094415428, "eval_f1_2": 0.9824924187725632, "eval_f1_3": 0.9988738008337411, "eval_loss": 0.010519725270569324, "eval_runtime": 32.5628, "eval_samples_per_second": 261.095, "eval_steps_per_second": 1.044, "step": 7400 }, { "epoch": 3.1, "learning_rate": 2.5447607866157914e-05, "loss": 0.0057, "step": 7410 }, { "epoch": 3.1, "learning_rate": 2.5410918696800707e-05, "loss": 0.0037, "step": 7420 }, { "epoch": 3.11, "learning_rate": 2.53742295274435e-05, "loss": 0.0022, "step": 7430 }, { "epoch": 3.11, "learning_rate": 2.533754035808629e-05, "loss": 0.0018, "step": 7440 }, { "epoch": 3.12, "learning_rate": 2.530085118872909e-05, "loss": 0.0014, "step": 7450 }, { "epoch": 3.12, "learning_rate": 2.5264162019371885e-05, "loss": 0.0031, "step": 7460 }, { "epoch": 3.12, "learning_rate": 2.5227472850014678e-05, "loss": 0.0022, "step": 7470 }, { "epoch": 3.13, "learning_rate": 2.519078368065747e-05, "loss": 0.0241, "step": 7480 }, { "epoch": 3.13, "learning_rate": 2.5154094511300265e-05, "loss": 0.0202, "step": 7490 }, { "epoch": 3.14, "learning_rate": 2.5117405341943062e-05, "loss": 0.0031, "step": 7500 }, { "epoch": 3.14, "learning_rate": 2.5080716172585855e-05, "loss": 0.0019, "step": 7510 }, { "epoch": 3.15, "learning_rate": 2.504402700322865e-05, "loss": 0.0026, "step": 7520 }, { "epoch": 3.15, "learning_rate": 2.5007337833871442e-05, "loss": 0.0035, "step": 7530 }, { "epoch": 3.15, "learning_rate": 2.4970648664514236e-05, "loss": 0.0023, "step": 7540 }, { "epoch": 3.16, "learning_rate": 2.493395949515703e-05, "loss": 0.0034, "step": 7550 }, { "epoch": 3.16, "learning_rate": 2.4897270325799826e-05, "loss": 0.0018, "step": 7560 }, { "epoch": 3.17, "learning_rate": 2.486058115644262e-05, "loss": 0.0033, "step": 7570 }, { "epoch": 3.17, "learning_rate": 2.4823891987085413e-05, "loss": 0.0023, "step": 7580 }, { "epoch": 3.17, "learning_rate": 2.4787202817728207e-05, "loss": 0.0034, "step": 7590 }, { "epoch": 3.18, "learning_rate": 2.4750513648371e-05, "loss": 0.0028, "step": 7600 }, { "epoch": 3.18, "eval_f1": 0.9948112268005924, "eval_f1_0": 0.9984296334269724, "eval_f1_1": 0.9973807899325298, "eval_f1_2": 0.9845489100607764, "eval_f1_3": 0.9988855737820913, "eval_loss": 0.010309526696801186, "eval_runtime": 32.4974, "eval_samples_per_second": 261.621, "eval_steps_per_second": 1.046, "step": 7600 }, { "epoch": 3.18, "learning_rate": 2.4713824479013797e-05, "loss": 0.0055, "step": 7610 }, { "epoch": 3.19, "learning_rate": 2.467713530965659e-05, "loss": 0.0024, "step": 7620 }, { "epoch": 3.19, "learning_rate": 2.4640446140299384e-05, "loss": 0.0026, "step": 7630 }, { "epoch": 3.2, "learning_rate": 2.4603756970942178e-05, "loss": 0.0022, "step": 7640 }, { "epoch": 3.2, "learning_rate": 2.456706780158497e-05, "loss": 0.0018, "step": 7650 }, { "epoch": 3.2, "learning_rate": 2.4530378632227768e-05, "loss": 0.0023, "step": 7660 }, { "epoch": 3.21, "learning_rate": 2.4493689462870562e-05, "loss": 0.0023, "step": 7670 }, { "epoch": 3.21, "learning_rate": 2.4457000293513355e-05, "loss": 0.0039, "step": 7680 }, { "epoch": 3.22, "learning_rate": 2.4420311124156152e-05, "loss": 0.0065, "step": 7690 }, { "epoch": 3.22, "learning_rate": 2.4383621954798942e-05, "loss": 0.0025, "step": 7700 }, { "epoch": 3.22, "learning_rate": 2.434693278544174e-05, "loss": 0.0029, "step": 7710 }, { "epoch": 3.23, "learning_rate": 2.4310243616084533e-05, "loss": 0.0021, "step": 7720 }, { "epoch": 3.23, "learning_rate": 2.427355444672733e-05, "loss": 0.0026, "step": 7730 }, { "epoch": 3.24, "learning_rate": 2.4236865277370123e-05, "loss": 0.0023, "step": 7740 }, { "epoch": 3.24, "learning_rate": 2.4200176108012913e-05, "loss": 0.0034, "step": 7750 }, { "epoch": 3.25, "learning_rate": 2.416348693865571e-05, "loss": 0.0095, "step": 7760 }, { "epoch": 3.25, "learning_rate": 2.4126797769298504e-05, "loss": 0.0068, "step": 7770 }, { "epoch": 3.25, "learning_rate": 2.40901085999413e-05, "loss": 0.0027, "step": 7780 }, { "epoch": 3.26, "learning_rate": 2.4053419430584094e-05, "loss": 0.0035, "step": 7790 }, { "epoch": 3.26, "learning_rate": 2.4016730261226884e-05, "loss": 0.0029, "step": 7800 }, { "epoch": 3.26, "eval_f1": 0.9947889953932831, "eval_f1_0": 0.9984267205831371, "eval_f1_1": 0.9974202817787735, "eval_f1_2": 0.9844470314318976, "eval_f1_3": 0.998861947779324, "eval_loss": 0.010554310865700245, "eval_runtime": 32.7178, "eval_samples_per_second": 259.858, "eval_steps_per_second": 1.039, "step": 7800 }, { "epoch": 3.27, "learning_rate": 2.398004109186968e-05, "loss": 0.0017, "step": 7810 }, { "epoch": 3.27, "learning_rate": 2.3943351922512474e-05, "loss": 0.002, "step": 7820 }, { "epoch": 3.27, "learning_rate": 2.390666275315527e-05, "loss": 0.0021, "step": 7830 }, { "epoch": 3.28, "learning_rate": 2.3869973583798065e-05, "loss": 0.0024, "step": 7840 }, { "epoch": 3.28, "learning_rate": 2.383328441444086e-05, "loss": 0.0026, "step": 7850 }, { "epoch": 3.29, "learning_rate": 2.3796595245083652e-05, "loss": 0.0042, "step": 7860 }, { "epoch": 3.29, "learning_rate": 2.3759906075726445e-05, "loss": 0.0054, "step": 7870 }, { "epoch": 3.3, "learning_rate": 2.3723216906369242e-05, "loss": 0.0215, "step": 7880 }, { "epoch": 3.3, "learning_rate": 2.3686527737012036e-05, "loss": 0.0024, "step": 7890 }, { "epoch": 3.3, "learning_rate": 2.364983856765483e-05, "loss": 0.0028, "step": 7900 }, { "epoch": 3.31, "learning_rate": 2.3613149398297623e-05, "loss": 0.0047, "step": 7910 }, { "epoch": 3.31, "learning_rate": 2.3576460228940416e-05, "loss": 0.0032, "step": 7920 }, { "epoch": 3.32, "learning_rate": 2.3539771059583213e-05, "loss": 0.0206, "step": 7930 }, { "epoch": 3.32, "learning_rate": 2.3503081890226007e-05, "loss": 0.0031, "step": 7940 }, { "epoch": 3.32, "learning_rate": 2.34663927208688e-05, "loss": 0.0052, "step": 7950 }, { "epoch": 3.33, "learning_rate": 2.3429703551511594e-05, "loss": 0.0044, "step": 7960 }, { "epoch": 3.33, "learning_rate": 2.3393014382154387e-05, "loss": 0.002, "step": 7970 }, { "epoch": 3.34, "learning_rate": 2.3356325212797184e-05, "loss": 0.0035, "step": 7980 }, { "epoch": 3.34, "learning_rate": 2.3319636043439978e-05, "loss": 0.0173, "step": 7990 }, { "epoch": 3.35, "learning_rate": 2.328294687408277e-05, "loss": 0.0021, "step": 8000 }, { "epoch": 3.35, "eval_f1": 0.9950137070205632, "eval_f1_0": 0.9984852943781941, "eval_f1_1": 0.9972922939329573, "eval_f1_2": 0.9853916659890104, "eval_f1_3": 0.9988855737820913, "eval_loss": 0.010200351476669312, "eval_runtime": 32.4179, "eval_samples_per_second": 262.263, "eval_steps_per_second": 1.049, "step": 8000 }, { "epoch": 3.35, "learning_rate": 2.3246257704725565e-05, "loss": 0.0029, "step": 8010 }, { "epoch": 3.35, "learning_rate": 2.320956853536836e-05, "loss": 0.0081, "step": 8020 }, { "epoch": 3.36, "learning_rate": 2.3172879366011155e-05, "loss": 0.0023, "step": 8030 }, { "epoch": 3.36, "learning_rate": 2.313619019665395e-05, "loss": 0.0019, "step": 8040 }, { "epoch": 3.37, "learning_rate": 2.3099501027296745e-05, "loss": 0.0027, "step": 8050 }, { "epoch": 3.37, "learning_rate": 2.3062811857939536e-05, "loss": 0.0024, "step": 8060 }, { "epoch": 3.38, "learning_rate": 2.3026122688582332e-05, "loss": 0.0018, "step": 8070 }, { "epoch": 3.38, "learning_rate": 2.2989433519225126e-05, "loss": 0.0021, "step": 8080 }, { "epoch": 3.38, "learning_rate": 2.295274434986792e-05, "loss": 0.0023, "step": 8090 }, { "epoch": 3.39, "learning_rate": 2.2916055180510716e-05, "loss": 0.0138, "step": 8100 }, { "epoch": 3.39, "learning_rate": 2.2879366011153506e-05, "loss": 0.0022, "step": 8110 }, { "epoch": 3.4, "learning_rate": 2.2842676841796303e-05, "loss": 0.0021, "step": 8120 }, { "epoch": 3.4, "learning_rate": 2.2805987672439097e-05, "loss": 0.0032, "step": 8130 }, { "epoch": 3.4, "learning_rate": 2.276929850308189e-05, "loss": 0.0025, "step": 8140 }, { "epoch": 3.41, "learning_rate": 2.2732609333724687e-05, "loss": 0.0026, "step": 8150 }, { "epoch": 3.41, "learning_rate": 2.269592016436748e-05, "loss": 0.0027, "step": 8160 }, { "epoch": 3.42, "learning_rate": 2.2659230995010274e-05, "loss": 0.0019, "step": 8170 }, { "epoch": 3.42, "learning_rate": 2.2622541825653068e-05, "loss": 0.0022, "step": 8180 }, { "epoch": 3.43, "learning_rate": 2.2585852656295865e-05, "loss": 0.0101, "step": 8190 }, { "epoch": 3.43, "learning_rate": 2.2549163486938658e-05, "loss": 0.0018, "step": 8200 }, { "epoch": 3.43, "eval_f1": 0.9947056254494651, "eval_f1_0": 0.998400933444462, "eval_f1_1": 0.9973489578694641, "eval_f1_2": 0.9842401872314661, "eval_f1_3": 0.9988324232524678, "eval_loss": 0.010863890871405602, "eval_runtime": 32.6157, "eval_samples_per_second": 260.672, "eval_steps_per_second": 1.042, "step": 8200 }, { "epoch": 3.43, "learning_rate": 2.251247431758145e-05, "loss": 0.0023, "step": 8210 }, { "epoch": 3.44, "learning_rate": 2.2475785148224245e-05, "loss": 0.0022, "step": 8220 }, { "epoch": 3.44, "learning_rate": 2.243909597886704e-05, "loss": 0.0034, "step": 8230 }, { "epoch": 3.45, "learning_rate": 2.2402406809509836e-05, "loss": 0.0026, "step": 8240 }, { "epoch": 3.45, "learning_rate": 2.236571764015263e-05, "loss": 0.0082, "step": 8250 }, { "epoch": 3.45, "learning_rate": 2.2329028470795423e-05, "loss": 0.008, "step": 8260 }, { "epoch": 3.46, "learning_rate": 2.2292339301438216e-05, "loss": 0.0036, "step": 8270 }, { "epoch": 3.46, "learning_rate": 2.225565013208101e-05, "loss": 0.0054, "step": 8280 }, { "epoch": 3.47, "learning_rate": 2.2218960962723806e-05, "loss": 0.003, "step": 8290 }, { "epoch": 3.47, "learning_rate": 2.21822717933666e-05, "loss": 0.0021, "step": 8300 }, { "epoch": 3.48, "learning_rate": 2.2145582624009393e-05, "loss": 0.0041, "step": 8310 }, { "epoch": 3.48, "learning_rate": 2.2108893454652187e-05, "loss": 0.006, "step": 8320 }, { "epoch": 3.48, "learning_rate": 2.207220428529498e-05, "loss": 0.0029, "step": 8330 }, { "epoch": 3.49, "learning_rate": 2.2035515115937777e-05, "loss": 0.0097, "step": 8340 }, { "epoch": 3.49, "learning_rate": 2.199882594658057e-05, "loss": 0.0026, "step": 8350 }, { "epoch": 3.5, "learning_rate": 2.1962136777223364e-05, "loss": 0.0025, "step": 8360 }, { "epoch": 3.5, "learning_rate": 2.1925447607866158e-05, "loss": 0.0048, "step": 8370 }, { "epoch": 3.5, "learning_rate": 2.188875843850895e-05, "loss": 0.004, "step": 8380 }, { "epoch": 3.51, "learning_rate": 2.1852069269151748e-05, "loss": 0.0042, "step": 8390 }, { "epoch": 3.51, "learning_rate": 2.1815380099794542e-05, "loss": 0.0024, "step": 8400 }, { "epoch": 3.51, "eval_f1": 0.9948874932296581, "eval_f1_0": 0.9984523681619899, "eval_f1_1": 0.9973191770726172, "eval_f1_2": 0.9849578120453885, "eval_f1_3": 0.9988206156386367, "eval_loss": 0.01073378324508667, "eval_runtime": 32.4716, "eval_samples_per_second": 261.829, "eval_steps_per_second": 1.047, "step": 8400 }, { "epoch": 3.52, "learning_rate": 2.177869093043734e-05, "loss": 0.0073, "step": 8410 }, { "epoch": 3.52, "learning_rate": 2.174200176108013e-05, "loss": 0.0024, "step": 8420 }, { "epoch": 3.53, "learning_rate": 2.1705312591722922e-05, "loss": 0.0034, "step": 8430 }, { "epoch": 3.53, "learning_rate": 2.166862342236572e-05, "loss": 0.0036, "step": 8440 }, { "epoch": 3.53, "learning_rate": 2.1631934253008513e-05, "loss": 0.004, "step": 8450 }, { "epoch": 3.54, "learning_rate": 2.159524508365131e-05, "loss": 0.0018, "step": 8460 }, { "epoch": 3.54, "learning_rate": 2.15585559142941e-05, "loss": 0.0026, "step": 8470 }, { "epoch": 3.55, "learning_rate": 2.1521866744936893e-05, "loss": 0.0019, "step": 8480 }, { "epoch": 3.55, "learning_rate": 2.148517757557969e-05, "loss": 0.0019, "step": 8490 }, { "epoch": 3.55, "learning_rate": 2.1448488406222484e-05, "loss": 0.0017, "step": 8500 }, { "epoch": 3.56, "learning_rate": 2.141179923686528e-05, "loss": 0.0039, "step": 8510 }, { "epoch": 3.56, "learning_rate": 2.1375110067508074e-05, "loss": 0.0216, "step": 8520 }, { "epoch": 3.57, "learning_rate": 2.1338420898150867e-05, "loss": 0.0019, "step": 8530 }, { "epoch": 3.57, "learning_rate": 2.130173172879366e-05, "loss": 0.0033, "step": 8540 }, { "epoch": 3.58, "learning_rate": 2.1265042559436454e-05, "loss": 0.0025, "step": 8550 }, { "epoch": 3.58, "learning_rate": 2.122835339007925e-05, "loss": 0.0019, "step": 8560 }, { "epoch": 3.58, "learning_rate": 2.1191664220722045e-05, "loss": 0.0025, "step": 8570 }, { "epoch": 3.59, "learning_rate": 2.115497505136484e-05, "loss": 0.0024, "step": 8580 }, { "epoch": 3.59, "learning_rate": 2.1118285882007632e-05, "loss": 0.0031, "step": 8590 }, { "epoch": 3.6, "learning_rate": 2.1081596712650425e-05, "loss": 0.0032, "step": 8600 }, { "epoch": 3.6, "eval_f1": 0.9946927738123031, "eval_f1_0": 0.9984006617253486, "eval_f1_1": 0.9973827694885125, "eval_f1_2": 0.9841640895298778, "eval_f1_3": 0.9988235745054738, "eval_loss": 0.011195490136742592, "eval_runtime": 32.6122, "eval_samples_per_second": 260.7, "eval_steps_per_second": 1.043, "step": 8600 }, { "epoch": 3.6, "learning_rate": 2.1044907543293222e-05, "loss": 0.025, "step": 8610 }, { "epoch": 3.61, "learning_rate": 2.1008218373936016e-05, "loss": 0.0021, "step": 8620 }, { "epoch": 3.61, "learning_rate": 2.097152920457881e-05, "loss": 0.0026, "step": 8630 }, { "epoch": 3.61, "learning_rate": 2.0934840035221603e-05, "loss": 0.0028, "step": 8640 }, { "epoch": 3.62, "learning_rate": 2.0898150865864396e-05, "loss": 0.0022, "step": 8650 }, { "epoch": 3.62, "learning_rate": 2.0861461696507193e-05, "loss": 0.0075, "step": 8660 }, { "epoch": 3.63, "learning_rate": 2.0824772527149987e-05, "loss": 0.0027, "step": 8670 }, { "epoch": 3.63, "learning_rate": 2.078808335779278e-05, "loss": 0.0024, "step": 8680 }, { "epoch": 3.63, "learning_rate": 2.0751394188435574e-05, "loss": 0.002, "step": 8690 }, { "epoch": 3.64, "learning_rate": 2.071470501907837e-05, "loss": 0.0026, "step": 8700 }, { "epoch": 3.64, "learning_rate": 2.0678015849721164e-05, "loss": 0.0104, "step": 8710 }, { "epoch": 3.65, "learning_rate": 2.0641326680363958e-05, "loss": 0.0024, "step": 8720 }, { "epoch": 3.65, "learning_rate": 2.060463751100675e-05, "loss": 0.0123, "step": 8730 }, { "epoch": 3.66, "learning_rate": 2.0567948341649545e-05, "loss": 0.0038, "step": 8740 }, { "epoch": 3.66, "learning_rate": 2.053125917229234e-05, "loss": 0.0039, "step": 8750 }, { "epoch": 3.66, "learning_rate": 2.0494570002935135e-05, "loss": 0.0272, "step": 8760 }, { "epoch": 3.67, "learning_rate": 2.045788083357793e-05, "loss": 0.0022, "step": 8770 }, { "epoch": 3.67, "learning_rate": 2.0421191664220722e-05, "loss": 0.0021, "step": 8780 }, { "epoch": 3.68, "learning_rate": 2.0384502494863516e-05, "loss": 0.0027, "step": 8790 }, { "epoch": 3.68, "learning_rate": 2.0347813325506312e-05, "loss": 0.0105, "step": 8800 }, { "epoch": 3.68, "eval_f1": 0.9945755834792885, "eval_f1_0": 0.9983544586712249, "eval_f1_1": 0.9973788996685247, "eval_f1_2": 0.9837011178027719, "eval_f1_3": 0.9988678577746329, "eval_loss": 0.010032573714852333, "eval_runtime": 32.3921, "eval_samples_per_second": 262.472, "eval_steps_per_second": 1.05, "step": 8800 }, { "epoch": 3.68, "learning_rate": 2.0311124156149106e-05, "loss": 0.0178, "step": 8810 }, { "epoch": 3.69, "learning_rate": 2.02744349867919e-05, "loss": 0.0029, "step": 8820 }, { "epoch": 3.69, "learning_rate": 2.0237745817434693e-05, "loss": 0.0017, "step": 8830 }, { "epoch": 3.7, "learning_rate": 2.0201056648077486e-05, "loss": 0.0211, "step": 8840 }, { "epoch": 3.7, "learning_rate": 2.0164367478720283e-05, "loss": 0.0049, "step": 8850 }, { "epoch": 3.71, "learning_rate": 2.0127678309363077e-05, "loss": 0.0023, "step": 8860 }, { "epoch": 3.71, "learning_rate": 2.0090989140005874e-05, "loss": 0.0029, "step": 8870 }, { "epoch": 3.71, "learning_rate": 2.0054299970648667e-05, "loss": 0.003, "step": 8880 }, { "epoch": 3.72, "learning_rate": 2.0017610801291457e-05, "loss": 0.0094, "step": 8890 }, { "epoch": 3.72, "learning_rate": 1.9980921631934254e-05, "loss": 0.0015, "step": 8900 }, { "epoch": 3.73, "learning_rate": 1.9944232462577048e-05, "loss": 0.0021, "step": 8910 }, { "epoch": 3.73, "learning_rate": 1.9907543293219845e-05, "loss": 0.005, "step": 8920 }, { "epoch": 3.73, "learning_rate": 1.9870854123862638e-05, "loss": 0.0017, "step": 8930 }, { "epoch": 3.74, "learning_rate": 1.9834164954505428e-05, "loss": 0.0042, "step": 8940 }, { "epoch": 3.74, "learning_rate": 1.9797475785148225e-05, "loss": 0.0024, "step": 8950 }, { "epoch": 3.75, "learning_rate": 1.976078661579102e-05, "loss": 0.0021, "step": 8960 }, { "epoch": 3.75, "learning_rate": 1.9724097446433816e-05, "loss": 0.0031, "step": 8970 }, { "epoch": 3.76, "learning_rate": 1.968740827707661e-05, "loss": 0.0022, "step": 8980 }, { "epoch": 3.76, "learning_rate": 1.96507191077194e-05, "loss": 0.0274, "step": 8990 }, { "epoch": 3.76, "learning_rate": 1.9614029938362196e-05, "loss": 0.0041, "step": 9000 }, { "epoch": 3.76, "eval_f1": 0.9948214097130661, "eval_f1_0": 0.9984300524144331, "eval_f1_1": 0.9974088795631298, "eval_f1_2": 0.9846053119495689, "eval_f1_3": 0.9988413949251329, "eval_loss": 0.009919887408614159, "eval_runtime": 32.5423, "eval_samples_per_second": 261.26, "eval_steps_per_second": 1.045, "step": 9000 }, { "epoch": 3.77, "learning_rate": 1.957734076900499e-05, "loss": 0.0061, "step": 9010 }, { "epoch": 3.77, "learning_rate": 1.9540651599647786e-05, "loss": 0.0033, "step": 9020 }, { "epoch": 3.78, "learning_rate": 1.950396243029058e-05, "loss": 0.0032, "step": 9030 }, { "epoch": 3.78, "learning_rate": 1.9467273260933373e-05, "loss": 0.0031, "step": 9040 }, { "epoch": 3.79, "learning_rate": 1.9430584091576167e-05, "loss": 0.0034, "step": 9050 }, { "epoch": 3.79, "learning_rate": 1.939389492221896e-05, "loss": 0.0026, "step": 9060 }, { "epoch": 3.79, "learning_rate": 1.9357205752861757e-05, "loss": 0.0023, "step": 9070 }, { "epoch": 3.8, "learning_rate": 1.932051658350455e-05, "loss": 0.002, "step": 9080 }, { "epoch": 3.8, "learning_rate": 1.9283827414147344e-05, "loss": 0.003, "step": 9090 }, { "epoch": 3.81, "learning_rate": 1.9247138244790138e-05, "loss": 0.0028, "step": 9100 }, { "epoch": 3.81, "learning_rate": 1.921044907543293e-05, "loss": 0.0032, "step": 9110 }, { "epoch": 3.81, "learning_rate": 1.9173759906075728e-05, "loss": 0.0039, "step": 9120 }, { "epoch": 3.82, "learning_rate": 1.9137070736718522e-05, "loss": 0.0019, "step": 9130 }, { "epoch": 3.82, "learning_rate": 1.9100381567361315e-05, "loss": 0.0037, "step": 9140 }, { "epoch": 3.83, "learning_rate": 1.906369239800411e-05, "loss": 0.0027, "step": 9150 }, { "epoch": 3.83, "learning_rate": 1.9027003228646902e-05, "loss": 0.002, "step": 9160 }, { "epoch": 3.84, "learning_rate": 1.89903140592897e-05, "loss": 0.0081, "step": 9170 }, { "epoch": 3.84, "learning_rate": 1.8953624889932493e-05, "loss": 0.0024, "step": 9180 }, { "epoch": 3.84, "learning_rate": 1.8916935720575286e-05, "loss": 0.0018, "step": 9190 }, { "epoch": 3.85, "learning_rate": 1.888024655121808e-05, "loss": 0.0028, "step": 9200 }, { "epoch": 3.85, "eval_f1": 0.9949803917828218, "eval_f1_0": 0.9984804396876756, "eval_f1_1": 0.9974206826757432, "eval_f1_2": 0.9851408268771353, "eval_f1_3": 0.9988796178907332, "eval_loss": 0.010286178439855576, "eval_runtime": 32.4074, "eval_samples_per_second": 262.348, "eval_steps_per_second": 1.049, "step": 9200 }, { "epoch": 3.85, "learning_rate": 1.8843557381860877e-05, "loss": 0.0033, "step": 9210 }, { "epoch": 3.86, "learning_rate": 1.880686821250367e-05, "loss": 0.0029, "step": 9220 }, { "epoch": 3.86, "learning_rate": 1.8770179043146464e-05, "loss": 0.0025, "step": 9230 }, { "epoch": 3.86, "learning_rate": 1.873348987378926e-05, "loss": 0.0265, "step": 9240 }, { "epoch": 3.87, "learning_rate": 1.869680070443205e-05, "loss": 0.0241, "step": 9250 }, { "epoch": 3.87, "learning_rate": 1.8660111535074848e-05, "loss": 0.0024, "step": 9260 }, { "epoch": 3.88, "learning_rate": 1.862342236571764e-05, "loss": 0.0031, "step": 9270 }, { "epoch": 3.88, "learning_rate": 1.8586733196360435e-05, "loss": 0.0045, "step": 9280 }, { "epoch": 3.89, "learning_rate": 1.855004402700323e-05, "loss": 0.0022, "step": 9290 }, { "epoch": 3.89, "learning_rate": 1.851335485764602e-05, "loss": 0.0065, "step": 9300 }, { "epoch": 3.89, "learning_rate": 1.847666568828882e-05, "loss": 0.0021, "step": 9310 }, { "epoch": 3.9, "learning_rate": 1.8439976518931612e-05, "loss": 0.0025, "step": 9320 }, { "epoch": 3.9, "learning_rate": 1.8403287349574405e-05, "loss": 0.0018, "step": 9330 }, { "epoch": 3.91, "learning_rate": 1.8366598180217202e-05, "loss": 0.0025, "step": 9340 }, { "epoch": 3.91, "learning_rate": 1.8329909010859992e-05, "loss": 0.003, "step": 9350 }, { "epoch": 3.91, "learning_rate": 1.829321984150279e-05, "loss": 0.0043, "step": 9360 }, { "epoch": 3.92, "learning_rate": 1.8256530672145583e-05, "loss": 0.0015, "step": 9370 }, { "epoch": 3.92, "learning_rate": 1.821984150278838e-05, "loss": 0.0034, "step": 9380 }, { "epoch": 3.93, "learning_rate": 1.8183152333431173e-05, "loss": 0.0032, "step": 9390 }, { "epoch": 3.93, "learning_rate": 1.8146463164073967e-05, "loss": 0.0029, "step": 9400 }, { "epoch": 3.93, "eval_f1": 0.9949698111031801, "eval_f1_0": 0.9984751134230747, "eval_f1_1": 0.9973547780742178, "eval_f1_2": 0.9851696821743005, "eval_f1_3": 0.9988796707411273, "eval_loss": 0.010252884589135647, "eval_runtime": 32.5179, "eval_samples_per_second": 261.456, "eval_steps_per_second": 1.046, "step": 9400 }, { "epoch": 3.94, "learning_rate": 1.810977399471676e-05, "loss": 0.0184, "step": 9410 }, { "epoch": 3.94, "learning_rate": 1.8073084825359554e-05, "loss": 0.0025, "step": 9420 }, { "epoch": 3.94, "learning_rate": 1.803639565600235e-05, "loss": 0.002, "step": 9430 }, { "epoch": 3.95, "learning_rate": 1.7999706486645144e-05, "loss": 0.0079, "step": 9440 }, { "epoch": 3.95, "learning_rate": 1.7963017317287938e-05, "loss": 0.0063, "step": 9450 }, { "epoch": 3.96, "learning_rate": 1.792632814793073e-05, "loss": 0.0017, "step": 9460 }, { "epoch": 3.96, "learning_rate": 1.7889638978573525e-05, "loss": 0.0325, "step": 9470 }, { "epoch": 3.96, "learning_rate": 1.785294980921632e-05, "loss": 0.0031, "step": 9480 }, { "epoch": 3.97, "learning_rate": 1.7816260639859115e-05, "loss": 0.0037, "step": 9490 }, { "epoch": 3.97, "learning_rate": 1.777957147050191e-05, "loss": 0.002, "step": 9500 }, { "epoch": 3.98, "learning_rate": 1.7742882301144702e-05, "loss": 0.0243, "step": 9510 }, { "epoch": 3.98, "learning_rate": 1.7706193131787496e-05, "loss": 0.0028, "step": 9520 }, { "epoch": 3.99, "learning_rate": 1.7669503962430292e-05, "loss": 0.0023, "step": 9530 }, { "epoch": 3.99, "learning_rate": 1.7632814793073086e-05, "loss": 0.0023, "step": 9540 }, { "epoch": 3.99, "learning_rate": 1.759612562371588e-05, "loss": 0.0023, "step": 9550 }, { "epoch": 4.0, "learning_rate": 1.7559436454358673e-05, "loss": 0.0054, "step": 9560 }, { "epoch": 4.0, "learning_rate": 1.7522747285001466e-05, "loss": 0.0037, "step": 9570 }, { "epoch": 4.01, "learning_rate": 1.7486058115644263e-05, "loss": 0.0023, "step": 9580 }, { "epoch": 4.01, "learning_rate": 1.7449368946287057e-05, "loss": 0.0022, "step": 9590 }, { "epoch": 4.02, "learning_rate": 1.7412679776929854e-05, "loss": 0.002, "step": 9600 }, { "epoch": 4.02, "eval_f1": 0.9949615006981284, "eval_f1_0": 0.9984786527115893, "eval_f1_1": 0.9974094295249231, "eval_f1_2": 0.9850930411883666, "eval_f1_3": 0.9988648793676346, "eval_loss": 0.010591627098619938, "eval_runtime": 32.5761, "eval_samples_per_second": 260.989, "eval_steps_per_second": 1.044, "step": 9600 }, { "epoch": 4.02, "learning_rate": 1.7375990607572644e-05, "loss": 0.002, "step": 9610 }, { "epoch": 4.02, "learning_rate": 1.7339301438215437e-05, "loss": 0.0053, "step": 9620 }, { "epoch": 4.03, "learning_rate": 1.7302612268858234e-05, "loss": 0.0022, "step": 9630 }, { "epoch": 4.03, "learning_rate": 1.7265923099501028e-05, "loss": 0.007, "step": 9640 }, { "epoch": 4.04, "learning_rate": 1.7229233930143825e-05, "loss": 0.0063, "step": 9650 }, { "epoch": 4.04, "learning_rate": 1.7192544760786615e-05, "loss": 0.0063, "step": 9660 }, { "epoch": 4.04, "learning_rate": 1.7155855591429412e-05, "loss": 0.0189, "step": 9670 }, { "epoch": 4.05, "learning_rate": 1.7119166422072205e-05, "loss": 0.0018, "step": 9680 }, { "epoch": 4.05, "learning_rate": 1.7082477252715e-05, "loss": 0.0021, "step": 9690 }, { "epoch": 4.06, "learning_rate": 1.7045788083357796e-05, "loss": 0.0018, "step": 9700 }, { "epoch": 4.06, "learning_rate": 1.7009098914000586e-05, "loss": 0.0221, "step": 9710 }, { "epoch": 4.07, "learning_rate": 1.6972409744643383e-05, "loss": 0.0028, "step": 9720 }, { "epoch": 4.07, "learning_rate": 1.6935720575286176e-05, "loss": 0.0027, "step": 9730 }, { "epoch": 4.07, "learning_rate": 1.689903140592897e-05, "loss": 0.0023, "step": 9740 }, { "epoch": 4.08, "learning_rate": 1.6862342236571767e-05, "loss": 0.0024, "step": 9750 }, { "epoch": 4.08, "learning_rate": 1.682565306721456e-05, "loss": 0.0067, "step": 9760 }, { "epoch": 4.09, "learning_rate": 1.6788963897857354e-05, "loss": 0.0035, "step": 9770 }, { "epoch": 4.09, "learning_rate": 1.6752274728500147e-05, "loss": 0.003, "step": 9780 }, { "epoch": 4.09, "learning_rate": 1.671558555914294e-05, "loss": 0.0034, "step": 9790 }, { "epoch": 4.1, "learning_rate": 1.6678896389785737e-05, "loss": 0.0035, "step": 9800 }, { "epoch": 4.1, "eval_f1": 0.9950048143092218, "eval_f1_0": 0.9984898833225512, "eval_f1_1": 0.9973566579060562, "eval_f1_2": 0.9853166648725864, "eval_f1_3": 0.9988560511356935, "eval_loss": 0.010622835718095303, "eval_runtime": 32.5826, "eval_samples_per_second": 260.937, "eval_steps_per_second": 1.044, "step": 9800 }, { "epoch": 4.1, "learning_rate": 1.664220722042853e-05, "loss": 0.0021, "step": 9810 }, { "epoch": 4.11, "learning_rate": 1.6605518051071324e-05, "loss": 0.0058, "step": 9820 }, { "epoch": 4.11, "learning_rate": 1.6568828881714118e-05, "loss": 0.0032, "step": 9830 }, { "epoch": 4.12, "learning_rate": 1.6532139712356915e-05, "loss": 0.0035, "step": 9840 }, { "epoch": 4.12, "learning_rate": 1.649545054299971e-05, "loss": 0.0023, "step": 9850 }, { "epoch": 4.12, "learning_rate": 1.6458761373642502e-05, "loss": 0.0015, "step": 9860 }, { "epoch": 4.13, "learning_rate": 1.6422072204285295e-05, "loss": 0.0078, "step": 9870 }, { "epoch": 4.13, "learning_rate": 1.638538303492809e-05, "loss": 0.0023, "step": 9880 }, { "epoch": 4.14, "learning_rate": 1.6348693865570886e-05, "loss": 0.0018, "step": 9890 }, { "epoch": 4.14, "learning_rate": 1.631200469621368e-05, "loss": 0.003, "step": 9900 }, { "epoch": 4.14, "learning_rate": 1.6275315526856473e-05, "loss": 0.0166, "step": 9910 }, { "epoch": 4.15, "learning_rate": 1.6238626357499266e-05, "loss": 0.0031, "step": 9920 }, { "epoch": 4.15, "learning_rate": 1.620193718814206e-05, "loss": 0.0033, "step": 9930 }, { "epoch": 4.16, "learning_rate": 1.6165248018784857e-05, "loss": 0.002, "step": 9940 }, { "epoch": 4.16, "learning_rate": 1.612855884942765e-05, "loss": 0.0039, "step": 9950 }, { "epoch": 4.17, "learning_rate": 1.6091869680070444e-05, "loss": 0.0019, "step": 9960 }, { "epoch": 4.17, "learning_rate": 1.6055180510713237e-05, "loss": 0.002, "step": 9970 }, { "epoch": 4.17, "learning_rate": 1.601849134135603e-05, "loss": 0.003, "step": 9980 }, { "epoch": 4.18, "learning_rate": 1.5981802171998828e-05, "loss": 0.0045, "step": 9990 }, { "epoch": 4.18, "learning_rate": 1.594511300264162e-05, "loss": 0.0221, "step": 10000 }, { "epoch": 4.18, "eval_f1": 0.9949715452686114, "eval_f1_0": 0.9984762593755379, "eval_f1_1": 0.9973998309511085, "eval_f1_2": 0.9851274684774881, "eval_f1_3": 0.9988826222703111, "eval_loss": 0.010112923569977283, "eval_runtime": 32.6397, "eval_samples_per_second": 260.48, "eval_steps_per_second": 1.042, "step": 10000 }, { "epoch": 4.19, "learning_rate": 1.5908423833284418e-05, "loss": 0.0027, "step": 10010 }, { "epoch": 4.19, "learning_rate": 1.5871734663927208e-05, "loss": 0.0028, "step": 10020 }, { "epoch": 4.19, "learning_rate": 1.583504549457e-05, "loss": 0.0136, "step": 10030 }, { "epoch": 4.2, "learning_rate": 1.57983563252128e-05, "loss": 0.002, "step": 10040 }, { "epoch": 4.2, "learning_rate": 1.5761667155855592e-05, "loss": 0.0022, "step": 10050 }, { "epoch": 4.21, "learning_rate": 1.572497798649839e-05, "loss": 0.0033, "step": 10060 }, { "epoch": 4.21, "learning_rate": 1.5688288817141182e-05, "loss": 0.0027, "step": 10070 }, { "epoch": 4.22, "learning_rate": 1.5651599647783972e-05, "loss": 0.0016, "step": 10080 }, { "epoch": 4.22, "learning_rate": 1.561491047842677e-05, "loss": 0.0019, "step": 10090 }, { "epoch": 4.22, "learning_rate": 1.5578221309069563e-05, "loss": 0.0026, "step": 10100 }, { "epoch": 4.23, "learning_rate": 1.554153213971236e-05, "loss": 0.0118, "step": 10110 }, { "epoch": 4.23, "learning_rate": 1.5504842970355153e-05, "loss": 0.0022, "step": 10120 }, { "epoch": 4.24, "learning_rate": 1.5468153800997943e-05, "loss": 0.007, "step": 10130 }, { "epoch": 4.24, "learning_rate": 1.543146463164074e-05, "loss": 0.0053, "step": 10140 }, { "epoch": 4.25, "learning_rate": 1.5394775462283534e-05, "loss": 0.0025, "step": 10150 }, { "epoch": 4.25, "learning_rate": 1.535808629292633e-05, "loss": 0.0038, "step": 10160 }, { "epoch": 4.25, "learning_rate": 1.5321397123569124e-05, "loss": 0.0028, "step": 10170 }, { "epoch": 4.26, "learning_rate": 1.5284707954211918e-05, "loss": 0.0022, "step": 10180 }, { "epoch": 4.26, "learning_rate": 1.5248018784854711e-05, "loss": 0.0022, "step": 10190 }, { "epoch": 4.27, "learning_rate": 1.5211329615497505e-05, "loss": 0.0032, "step": 10200 }, { "epoch": 4.27, "eval_f1": 0.9949587645299518, "eval_f1_0": 0.9984761385940906, "eval_f1_1": 0.997407323174892, "eval_f1_2": 0.9850689806691169, "eval_f1_3": 0.9988826156817077, "eval_loss": 0.010558743961155415, "eval_runtime": 32.4942, "eval_samples_per_second": 261.647, "eval_steps_per_second": 1.046, "step": 10200 }, { "epoch": 4.27, "learning_rate": 1.5174640446140302e-05, "loss": 0.0039, "step": 10210 }, { "epoch": 4.27, "learning_rate": 1.5137951276783093e-05, "loss": 0.003, "step": 10220 }, { "epoch": 4.28, "learning_rate": 1.510126210742589e-05, "loss": 0.003, "step": 10230 }, { "epoch": 4.28, "learning_rate": 1.5064572938068682e-05, "loss": 0.0032, "step": 10240 }, { "epoch": 4.29, "learning_rate": 1.5027883768711476e-05, "loss": 0.0022, "step": 10250 }, { "epoch": 4.29, "learning_rate": 1.4991194599354273e-05, "loss": 0.0022, "step": 10260 }, { "epoch": 4.3, "learning_rate": 1.4954505429997064e-05, "loss": 0.0029, "step": 10270 }, { "epoch": 4.3, "learning_rate": 1.4917816260639861e-05, "loss": 0.0016, "step": 10280 }, { "epoch": 4.3, "learning_rate": 1.4881127091282655e-05, "loss": 0.0021, "step": 10290 }, { "epoch": 4.31, "learning_rate": 1.4844437921925447e-05, "loss": 0.0027, "step": 10300 }, { "epoch": 4.31, "learning_rate": 1.4807748752568243e-05, "loss": 0.0064, "step": 10310 }, { "epoch": 4.32, "learning_rate": 1.4771059583211035e-05, "loss": 0.0091, "step": 10320 }, { "epoch": 4.32, "learning_rate": 1.4734370413853832e-05, "loss": 0.003, "step": 10330 }, { "epoch": 4.32, "learning_rate": 1.4697681244496626e-05, "loss": 0.0033, "step": 10340 }, { "epoch": 4.33, "learning_rate": 1.466099207513942e-05, "loss": 0.0016, "step": 10350 }, { "epoch": 4.33, "learning_rate": 1.4624302905782214e-05, "loss": 0.0031, "step": 10360 }, { "epoch": 4.34, "learning_rate": 1.4587613736425008e-05, "loss": 0.0015, "step": 10370 }, { "epoch": 4.34, "learning_rate": 1.4550924567067803e-05, "loss": 0.0016, "step": 10380 }, { "epoch": 4.35, "learning_rate": 1.4514235397710597e-05, "loss": 0.0081, "step": 10390 }, { "epoch": 4.35, "learning_rate": 1.4477546228353392e-05, "loss": 0.0025, "step": 10400 }, { "epoch": 4.35, "eval_f1": 0.9952178768165258, "eval_f1_0": 0.9985507536472163, "eval_f1_1": 0.9973867480267958, "eval_f1_2": 0.9860572996445295, "eval_f1_3": 0.998876705947562, "eval_loss": 0.010311787948012352, "eval_runtime": 32.4819, "eval_samples_per_second": 261.746, "eval_steps_per_second": 1.047, "step": 10400 }, { "epoch": 4.35, "learning_rate": 1.4440857058996185e-05, "loss": 0.0025, "step": 10410 }, { "epoch": 4.36, "learning_rate": 1.4404167889638979e-05, "loss": 0.0029, "step": 10420 }, { "epoch": 4.36, "learning_rate": 1.4367478720281774e-05, "loss": 0.0151, "step": 10430 }, { "epoch": 4.37, "learning_rate": 1.4330789550924567e-05, "loss": 0.0039, "step": 10440 }, { "epoch": 4.37, "learning_rate": 1.4294100381567363e-05, "loss": 0.007, "step": 10450 }, { "epoch": 4.37, "learning_rate": 1.4257411212210156e-05, "loss": 0.0017, "step": 10460 }, { "epoch": 4.38, "learning_rate": 1.422072204285295e-05, "loss": 0.0022, "step": 10470 }, { "epoch": 4.38, "learning_rate": 1.4184032873495745e-05, "loss": 0.0033, "step": 10480 }, { "epoch": 4.39, "learning_rate": 1.4147343704138538e-05, "loss": 0.002, "step": 10490 }, { "epoch": 4.39, "learning_rate": 1.4110654534781334e-05, "loss": 0.0142, "step": 10500 }, { "epoch": 4.4, "learning_rate": 1.4073965365424127e-05, "loss": 0.006, "step": 10510 }, { "epoch": 4.4, "learning_rate": 1.4037276196066922e-05, "loss": 0.0098, "step": 10520 }, { "epoch": 4.4, "learning_rate": 1.4000587026709716e-05, "loss": 0.0022, "step": 10530 }, { "epoch": 4.41, "learning_rate": 1.396389785735251e-05, "loss": 0.0026, "step": 10540 }, { "epoch": 4.41, "learning_rate": 1.3927208687995304e-05, "loss": 0.0068, "step": 10550 }, { "epoch": 4.42, "learning_rate": 1.3890519518638098e-05, "loss": 0.0034, "step": 10560 }, { "epoch": 4.42, "learning_rate": 1.3853830349280895e-05, "loss": 0.0062, "step": 10570 }, { "epoch": 4.42, "learning_rate": 1.3817141179923687e-05, "loss": 0.0021, "step": 10580 }, { "epoch": 4.43, "learning_rate": 1.378045201056648e-05, "loss": 0.0032, "step": 10590 }, { "epoch": 4.43, "learning_rate": 1.3743762841209275e-05, "loss": 0.0026, "step": 10600 }, { "epoch": 4.43, "eval_f1": 0.9951592936118213, "eval_f1_0": 0.9985337624603158, "eval_f1_1": 0.9973454597129459, "eval_f1_2": 0.9858871495415432, "eval_f1_3": 0.9988708027324805, "eval_loss": 0.010438648983836174, "eval_runtime": 32.5008, "eval_samples_per_second": 261.593, "eval_steps_per_second": 1.046, "step": 10600 }, { "epoch": 4.44, "learning_rate": 1.3707073671852069e-05, "loss": 0.0045, "step": 10610 }, { "epoch": 4.44, "learning_rate": 1.3670384502494866e-05, "loss": 0.0044, "step": 10620 }, { "epoch": 4.45, "learning_rate": 1.3633695333137658e-05, "loss": 0.004, "step": 10630 }, { "epoch": 4.45, "learning_rate": 1.3597006163780451e-05, "loss": 0.0024, "step": 10640 }, { "epoch": 4.45, "learning_rate": 1.3560316994423248e-05, "loss": 0.0029, "step": 10650 }, { "epoch": 4.46, "learning_rate": 1.352362782506604e-05, "loss": 0.0187, "step": 10660 }, { "epoch": 4.46, "learning_rate": 1.3486938655708837e-05, "loss": 0.0018, "step": 10670 }, { "epoch": 4.47, "learning_rate": 1.3450249486351629e-05, "loss": 0.003, "step": 10680 }, { "epoch": 4.47, "learning_rate": 1.3413560316994425e-05, "loss": 0.0022, "step": 10690 }, { "epoch": 4.48, "learning_rate": 1.3376871147637219e-05, "loss": 0.0049, "step": 10700 }, { "epoch": 4.48, "learning_rate": 1.334018197828001e-05, "loss": 0.0018, "step": 10710 }, { "epoch": 4.48, "learning_rate": 1.3303492808922808e-05, "loss": 0.0038, "step": 10720 }, { "epoch": 4.49, "learning_rate": 1.3266803639565601e-05, "loss": 0.0158, "step": 10730 }, { "epoch": 4.49, "learning_rate": 1.3230114470208396e-05, "loss": 0.0032, "step": 10740 }, { "epoch": 4.5, "learning_rate": 1.319342530085119e-05, "loss": 0.0025, "step": 10750 }, { "epoch": 4.5, "learning_rate": 1.3156736131493982e-05, "loss": 0.0019, "step": 10760 }, { "epoch": 4.5, "learning_rate": 1.3120046962136779e-05, "loss": 0.0032, "step": 10770 }, { "epoch": 4.51, "learning_rate": 1.3083357792779572e-05, "loss": 0.002, "step": 10780 }, { "epoch": 4.51, "learning_rate": 1.3046668623422367e-05, "loss": 0.002, "step": 10790 }, { "epoch": 4.52, "learning_rate": 1.300997945406516e-05, "loss": 0.0039, "step": 10800 }, { "epoch": 4.52, "eval_f1": 0.9949895546366804, "eval_f1_0": 0.9984832294695261, "eval_f1_1": 0.9973774468004472, "eval_f1_2": 0.9852444496072253, "eval_f1_3": 0.9988530926695226, "eval_loss": 0.010345346294343472, "eval_runtime": 32.5558, "eval_samples_per_second": 261.152, "eval_steps_per_second": 1.044, "step": 10800 }, { "epoch": 4.52, "learning_rate": 1.2973290284707954e-05, "loss": 0.0033, "step": 10810 }, { "epoch": 4.53, "learning_rate": 1.293660111535075e-05, "loss": 0.0021, "step": 10820 }, { "epoch": 4.53, "learning_rate": 1.2899911945993543e-05, "loss": 0.0052, "step": 10830 }, { "epoch": 4.53, "learning_rate": 1.2863222776636338e-05, "loss": 0.0036, "step": 10840 }, { "epoch": 4.54, "learning_rate": 1.2826533607279132e-05, "loss": 0.0039, "step": 10850 }, { "epoch": 4.54, "learning_rate": 1.2789844437921927e-05, "loss": 0.0032, "step": 10860 }, { "epoch": 4.55, "learning_rate": 1.275315526856472e-05, "loss": 0.003, "step": 10870 }, { "epoch": 4.55, "learning_rate": 1.2716466099207514e-05, "loss": 0.002, "step": 10880 }, { "epoch": 4.55, "learning_rate": 1.2679776929850309e-05, "loss": 0.0024, "step": 10890 }, { "epoch": 4.56, "learning_rate": 1.2643087760493103e-05, "loss": 0.0034, "step": 10900 }, { "epoch": 4.56, "learning_rate": 1.2606398591135898e-05, "loss": 0.0053, "step": 10910 }, { "epoch": 4.57, "learning_rate": 1.2569709421778691e-05, "loss": 0.0025, "step": 10920 }, { "epoch": 4.57, "learning_rate": 1.2533020252421485e-05, "loss": 0.0044, "step": 10930 }, { "epoch": 4.58, "learning_rate": 1.249633108306428e-05, "loss": 0.005, "step": 10940 }, { "epoch": 4.58, "learning_rate": 1.2459641913707075e-05, "loss": 0.0032, "step": 10950 }, { "epoch": 4.58, "learning_rate": 1.2422952744349869e-05, "loss": 0.0021, "step": 10960 }, { "epoch": 4.59, "learning_rate": 1.2386263574992662e-05, "loss": 0.0019, "step": 10970 }, { "epoch": 4.59, "learning_rate": 1.2349574405635457e-05, "loss": 0.0012, "step": 10980 }, { "epoch": 4.6, "learning_rate": 1.2312885236278251e-05, "loss": 0.0023, "step": 10990 }, { "epoch": 4.6, "learning_rate": 1.2276196066921046e-05, "loss": 0.0052, "step": 11000 }, { "epoch": 4.6, "eval_f1": 0.9949347575263713, "eval_f1_0": 0.9984661405002416, "eval_f1_1": 0.997367957296102, "eval_f1_2": 0.9850518396396187, "eval_f1_3": 0.9988530926695226, "eval_loss": 0.010258505120873451, "eval_runtime": 32.6307, "eval_samples_per_second": 260.552, "eval_steps_per_second": 1.042, "step": 11000 }, { "epoch": 4.6, "learning_rate": 1.223950689756384e-05, "loss": 0.0025, "step": 11010 }, { "epoch": 4.61, "learning_rate": 1.2202817728206633e-05, "loss": 0.0022, "step": 11020 }, { "epoch": 4.61, "learning_rate": 1.2166128558849428e-05, "loss": 0.0029, "step": 11030 }, { "epoch": 4.62, "learning_rate": 1.2129439389492222e-05, "loss": 0.0026, "step": 11040 }, { "epoch": 4.62, "learning_rate": 1.2092750220135017e-05, "loss": 0.0031, "step": 11050 }, { "epoch": 4.63, "learning_rate": 1.2056061050777812e-05, "loss": 0.0039, "step": 11060 }, { "epoch": 4.63, "learning_rate": 1.2019371881420604e-05, "loss": 0.0034, "step": 11070 }, { "epoch": 4.63, "learning_rate": 1.19826827120634e-05, "loss": 0.002, "step": 11080 }, { "epoch": 4.64, "learning_rate": 1.1945993542706194e-05, "loss": 0.0143, "step": 11090 }, { "epoch": 4.64, "learning_rate": 1.1909304373348988e-05, "loss": 0.0027, "step": 11100 }, { "epoch": 4.65, "learning_rate": 1.1872615203991783e-05, "loss": 0.0174, "step": 11110 }, { "epoch": 4.65, "learning_rate": 1.1835926034634577e-05, "loss": 0.0036, "step": 11120 }, { "epoch": 4.65, "learning_rate": 1.179923686527737e-05, "loss": 0.0017, "step": 11130 }, { "epoch": 4.66, "learning_rate": 1.1762547695920165e-05, "loss": 0.0014, "step": 11140 }, { "epoch": 4.66, "learning_rate": 1.1725858526562959e-05, "loss": 0.0026, "step": 11150 }, { "epoch": 4.67, "learning_rate": 1.1689169357205754e-05, "loss": 0.0021, "step": 11160 }, { "epoch": 4.67, "learning_rate": 1.1652480187848547e-05, "loss": 0.0027, "step": 11170 }, { "epoch": 4.68, "learning_rate": 1.1615791018491341e-05, "loss": 0.0194, "step": 11180 }, { "epoch": 4.68, "learning_rate": 1.1579101849134136e-05, "loss": 0.0122, "step": 11190 }, { "epoch": 4.68, "learning_rate": 1.154241267977693e-05, "loss": 0.008, "step": 11200 }, { "epoch": 4.68, "eval_f1": 0.9950206826719094, "eval_f1_0": 0.9984907277205156, "eval_f1_1": 0.9973716674467654, "eval_f1_2": 0.9853554360725758, "eval_f1_3": 0.998864899447781, "eval_loss": 0.01006374228745699, "eval_runtime": 32.5681, "eval_samples_per_second": 261.053, "eval_steps_per_second": 1.044, "step": 11200 }, { "epoch": 4.69, "learning_rate": 1.1505723510419725e-05, "loss": 0.0025, "step": 11210 }, { "epoch": 4.69, "learning_rate": 1.1469034341062518e-05, "loss": 0.0018, "step": 11220 }, { "epoch": 4.7, "learning_rate": 1.1432345171705314e-05, "loss": 0.0029, "step": 11230 }, { "epoch": 4.7, "learning_rate": 1.1395656002348107e-05, "loss": 0.0025, "step": 11240 }, { "epoch": 4.71, "learning_rate": 1.13589668329909e-05, "loss": 0.002, "step": 11250 }, { "epoch": 4.71, "learning_rate": 1.1322277663633696e-05, "loss": 0.0018, "step": 11260 }, { "epoch": 4.71, "learning_rate": 1.1285588494276491e-05, "loss": 0.0034, "step": 11270 }, { "epoch": 4.72, "learning_rate": 1.1248899324919285e-05, "loss": 0.0026, "step": 11280 }, { "epoch": 4.72, "learning_rate": 1.121221015556208e-05, "loss": 0.0021, "step": 11290 }, { "epoch": 4.73, "learning_rate": 1.1175520986204872e-05, "loss": 0.0024, "step": 11300 }, { "epoch": 4.73, "learning_rate": 1.1138831816847667e-05, "loss": 0.0079, "step": 11310 }, { "epoch": 4.73, "learning_rate": 1.1102142647490462e-05, "loss": 0.0019, "step": 11320 }, { "epoch": 4.74, "learning_rate": 1.1065453478133255e-05, "loss": 0.0024, "step": 11330 }, { "epoch": 4.74, "learning_rate": 1.102876430877605e-05, "loss": 0.0039, "step": 11340 }, { "epoch": 4.75, "learning_rate": 1.0992075139418844e-05, "loss": 0.004, "step": 11350 }, { "epoch": 4.75, "learning_rate": 1.0955385970061638e-05, "loss": 0.002, "step": 11360 }, { "epoch": 4.76, "learning_rate": 1.0918696800704433e-05, "loss": 0.0017, "step": 11370 }, { "epoch": 4.76, "learning_rate": 1.0882007631347226e-05, "loss": 0.0051, "step": 11380 }, { "epoch": 4.76, "learning_rate": 1.0845318461990022e-05, "loss": 0.0029, "step": 11390 }, { "epoch": 4.77, "learning_rate": 1.0808629292632815e-05, "loss": 0.0023, "step": 11400 }, { "epoch": 4.77, "eval_f1": 0.9950140081754068, "eval_f1_0": 0.9984891951915634, "eval_f1_1": 0.9973849273275094, "eval_f1_2": 0.9853288310391183, "eval_f1_3": 0.9988530791434359, "eval_loss": 0.010309702716767788, "eval_runtime": 32.5852, "eval_samples_per_second": 260.916, "eval_steps_per_second": 1.043, "step": 11400 }, { "epoch": 4.77, "learning_rate": 1.0771940123275609e-05, "loss": 0.002, "step": 11410 }, { "epoch": 4.78, "learning_rate": 1.0735250953918404e-05, "loss": 0.0024, "step": 11420 }, { "epoch": 4.78, "learning_rate": 1.0698561784561197e-05, "loss": 0.0033, "step": 11430 }, { "epoch": 4.78, "learning_rate": 1.0661872615203992e-05, "loss": 0.0314, "step": 11440 }, { "epoch": 4.79, "learning_rate": 1.0625183445846788e-05, "loss": 0.0054, "step": 11450 }, { "epoch": 4.79, "learning_rate": 1.0588494276489581e-05, "loss": 0.0018, "step": 11460 }, { "epoch": 4.8, "learning_rate": 1.0551805107132375e-05, "loss": 0.0223, "step": 11470 }, { "epoch": 4.8, "learning_rate": 1.051511593777517e-05, "loss": 0.0031, "step": 11480 }, { "epoch": 4.81, "learning_rate": 1.0478426768417963e-05, "loss": 0.0042, "step": 11490 }, { "epoch": 4.81, "learning_rate": 1.0441737599060759e-05, "loss": 0.0031, "step": 11500 }, { "epoch": 4.81, "learning_rate": 1.0405048429703552e-05, "loss": 0.0028, "step": 11510 }, { "epoch": 4.82, "learning_rate": 1.0368359260346346e-05, "loss": 0.0025, "step": 11520 }, { "epoch": 4.82, "learning_rate": 1.033167009098914e-05, "loss": 0.0044, "step": 11530 }, { "epoch": 4.83, "learning_rate": 1.0294980921631934e-05, "loss": 0.0041, "step": 11540 }, { "epoch": 4.83, "learning_rate": 1.025829175227473e-05, "loss": 0.0024, "step": 11550 }, { "epoch": 4.83, "learning_rate": 1.0221602582917523e-05, "loss": 0.0022, "step": 11560 }, { "epoch": 4.84, "learning_rate": 1.0184913413560318e-05, "loss": 0.002, "step": 11570 }, { "epoch": 4.84, "learning_rate": 1.0148224244203112e-05, "loss": 0.0156, "step": 11580 }, { "epoch": 4.85, "learning_rate": 1.0111535074845905e-05, "loss": 0.0026, "step": 11590 }, { "epoch": 4.85, "learning_rate": 1.00748459054887e-05, "loss": 0.0023, "step": 11600 }, { "epoch": 4.85, "eval_f1": 0.9949580181432467, "eval_f1_0": 0.9984742295273287, "eval_f1_1": 0.9973811472924625, "eval_f1_2": 0.9851176996597336, "eval_f1_3": 0.9988589960934621, "eval_loss": 0.010243140161037445, "eval_runtime": 32.5481, "eval_samples_per_second": 261.214, "eval_steps_per_second": 1.045, "step": 11600 }, { "epoch": 4.86, "learning_rate": 1.0038156736131494e-05, "loss": 0.0197, "step": 11610 }, { "epoch": 4.86, "learning_rate": 1.0001467566774289e-05, "loss": 0.0025, "step": 11620 }, { "epoch": 4.86, "learning_rate": 9.964778397417084e-06, "loss": 0.0059, "step": 11630 }, { "epoch": 4.87, "learning_rate": 9.928089228059876e-06, "loss": 0.0203, "step": 11640 }, { "epoch": 4.87, "learning_rate": 9.891400058702671e-06, "loss": 0.0051, "step": 11650 }, { "epoch": 4.88, "learning_rate": 9.854710889345466e-06, "loss": 0.0023, "step": 11660 }, { "epoch": 4.88, "learning_rate": 9.81802171998826e-06, "loss": 0.0028, "step": 11670 }, { "epoch": 4.88, "learning_rate": 9.781332550631055e-06, "loss": 0.0019, "step": 11680 }, { "epoch": 4.89, "learning_rate": 9.744643381273847e-06, "loss": 0.0023, "step": 11690 }, { "epoch": 4.89, "learning_rate": 9.707954211916642e-06, "loss": 0.0024, "step": 11700 }, { "epoch": 4.9, "learning_rate": 9.671265042559437e-06, "loss": 0.0024, "step": 11710 }, { "epoch": 4.9, "learning_rate": 9.634575873202231e-06, "loss": 0.002, "step": 11720 }, { "epoch": 4.91, "learning_rate": 9.597886703845026e-06, "loss": 0.0041, "step": 11730 }, { "epoch": 4.91, "learning_rate": 9.56119753448782e-06, "loss": 0.0026, "step": 11740 }, { "epoch": 4.91, "learning_rate": 9.524508365130613e-06, "loss": 0.0023, "step": 11750 }, { "epoch": 4.92, "learning_rate": 9.487819195773408e-06, "loss": 0.0072, "step": 11760 }, { "epoch": 4.92, "learning_rate": 9.451130026416202e-06, "loss": 0.0114, "step": 11770 }, { "epoch": 4.93, "learning_rate": 9.414440857058997e-06, "loss": 0.002, "step": 11780 }, { "epoch": 4.93, "learning_rate": 9.37775168770179e-06, "loss": 0.0025, "step": 11790 }, { "epoch": 4.94, "learning_rate": 9.341062518344586e-06, "loss": 0.0031, "step": 11800 }, { "epoch": 4.94, "eval_f1": 0.9950169707602463, "eval_f1_0": 0.9984893331734841, "eval_f1_1": 0.9973791976896007, "eval_f1_2": 0.9853256044702073, "eval_f1_3": 0.9988737477076933, "eval_loss": 0.010131525807082653, "eval_runtime": 32.6241, "eval_samples_per_second": 260.605, "eval_steps_per_second": 1.042, "step": 11800 }, { "epoch": 4.94, "learning_rate": 9.30437334898738e-06, "loss": 0.0048, "step": 11810 }, { "epoch": 4.94, "learning_rate": 9.267684179630173e-06, "loss": 0.0028, "step": 11820 }, { "epoch": 4.95, "learning_rate": 9.230995010272968e-06, "loss": 0.0023, "step": 11830 }, { "epoch": 4.95, "learning_rate": 9.194305840915763e-06, "loss": 0.0021, "step": 11840 }, { "epoch": 4.96, "learning_rate": 9.157616671558557e-06, "loss": 0.0023, "step": 11850 }, { "epoch": 4.96, "learning_rate": 9.120927502201352e-06, "loss": 0.0029, "step": 11860 }, { "epoch": 4.96, "learning_rate": 9.084238332844144e-06, "loss": 0.0024, "step": 11870 }, { "epoch": 4.97, "learning_rate": 9.047549163486939e-06, "loss": 0.0034, "step": 11880 }, { "epoch": 4.97, "learning_rate": 9.010859994129734e-06, "loss": 0.0025, "step": 11890 }, { "epoch": 4.98, "learning_rate": 8.974170824772528e-06, "loss": 0.002, "step": 11900 }, { "epoch": 4.98, "learning_rate": 8.937481655415323e-06, "loss": 0.0031, "step": 11910 }, { "epoch": 4.99, "learning_rate": 8.900792486058116e-06, "loss": 0.0025, "step": 11920 }, { "epoch": 4.99, "learning_rate": 8.86410331670091e-06, "loss": 0.0025, "step": 11930 }, { "epoch": 4.99, "learning_rate": 8.827414147343705e-06, "loss": 0.0042, "step": 11940 }, { "epoch": 5.0, "learning_rate": 8.790724977986498e-06, "loss": 0.0067, "step": 11950 }, { "epoch": 5.0, "learning_rate": 8.754035808629294e-06, "loss": 0.0017, "step": 11960 }, { "epoch": 5.01, "learning_rate": 8.717346639272087e-06, "loss": 0.003, "step": 11970 }, { "epoch": 5.01, "learning_rate": 8.68065746991488e-06, "loss": 0.0037, "step": 11980 }, { "epoch": 5.01, "learning_rate": 8.643968300557676e-06, "loss": 0.0023, "step": 11990 }, { "epoch": 5.02, "learning_rate": 8.60727913120047e-06, "loss": 0.0021, "step": 12000 }, { "epoch": 5.02, "eval_f1": 0.9949525636250813, "eval_f1_0": 0.9984716580232431, "eval_f1_1": 0.9974000280463446, "eval_f1_2": 0.9850825105496254, "eval_f1_3": 0.9988560578811125, "eval_loss": 0.010191216133534908, "eval_runtime": 32.6102, "eval_samples_per_second": 260.716, "eval_steps_per_second": 1.043, "step": 12000 }, { "epoch": 5.02, "learning_rate": 8.570589961843265e-06, "loss": 0.0018, "step": 12010 }, { "epoch": 5.03, "learning_rate": 8.53390079248606e-06, "loss": 0.002, "step": 12020 }, { "epoch": 5.03, "learning_rate": 8.497211623128853e-06, "loss": 0.0053, "step": 12030 }, { "epoch": 5.04, "learning_rate": 8.460522453771647e-06, "loss": 0.0023, "step": 12040 }, { "epoch": 5.04, "learning_rate": 8.42383328441444e-06, "loss": 0.0019, "step": 12050 }, { "epoch": 5.04, "learning_rate": 8.387144115057235e-06, "loss": 0.0015, "step": 12060 }, { "epoch": 5.05, "learning_rate": 8.35045494570003e-06, "loss": 0.0017, "step": 12070 }, { "epoch": 5.05, "learning_rate": 8.313765776342824e-06, "loss": 0.002, "step": 12080 }, { "epoch": 5.06, "learning_rate": 8.277076606985618e-06, "loss": 0.006, "step": 12090 }, { "epoch": 5.06, "learning_rate": 8.240387437628413e-06, "loss": 0.0018, "step": 12100 }, { "epoch": 5.06, "learning_rate": 8.203698268271206e-06, "loss": 0.0424, "step": 12110 }, { "epoch": 5.07, "learning_rate": 8.167009098914002e-06, "loss": 0.0199, "step": 12120 }, { "epoch": 5.07, "learning_rate": 8.130319929556795e-06, "loss": 0.0017, "step": 12130 }, { "epoch": 5.08, "learning_rate": 8.09363076019959e-06, "loss": 0.0022, "step": 12140 }, { "epoch": 5.08, "learning_rate": 8.056941590842384e-06, "loss": 0.0024, "step": 12150 }, { "epoch": 5.09, "learning_rate": 8.020252421485177e-06, "loss": 0.0028, "step": 12160 }, { "epoch": 5.09, "learning_rate": 7.983563252127972e-06, "loss": 0.002, "step": 12170 }, { "epoch": 5.09, "learning_rate": 7.946874082770766e-06, "loss": 0.026, "step": 12180 }, { "epoch": 5.1, "learning_rate": 7.910184913413561e-06, "loss": 0.0026, "step": 12190 }, { "epoch": 5.1, "learning_rate": 7.873495744056356e-06, "loss": 0.0021, "step": 12200 }, { "epoch": 5.1, "eval_f1": 0.9949571129143104, "eval_f1_0": 0.9984739780116615, "eval_f1_1": 0.9974094786173021, "eval_f1_2": 0.9850889236565663, "eval_f1_3": 0.998856071371712, "eval_loss": 0.010159976780414581, "eval_runtime": 32.4244, "eval_samples_per_second": 262.21, "eval_steps_per_second": 1.049, "step": 12200 }, { "epoch": 5.11, "learning_rate": 7.836806574699148e-06, "loss": 0.0025, "step": 12210 }, { "epoch": 5.11, "learning_rate": 7.800117405341943e-06, "loss": 0.0029, "step": 12220 }, { "epoch": 5.12, "learning_rate": 7.763428235984737e-06, "loss": 0.0019, "step": 12230 }, { "epoch": 5.12, "learning_rate": 7.726739066627532e-06, "loss": 0.0016, "step": 12240 }, { "epoch": 5.12, "learning_rate": 7.690049897270327e-06, "loss": 0.0021, "step": 12250 }, { "epoch": 5.13, "learning_rate": 7.653360727913119e-06, "loss": 0.0144, "step": 12260 }, { "epoch": 5.13, "learning_rate": 7.616671558555914e-06, "loss": 0.0055, "step": 12270 }, { "epoch": 5.14, "learning_rate": 7.579982389198709e-06, "loss": 0.0018, "step": 12280 }, { "epoch": 5.14, "learning_rate": 7.543293219841503e-06, "loss": 0.0044, "step": 12290 }, { "epoch": 5.14, "learning_rate": 7.506604050484297e-06, "loss": 0.0024, "step": 12300 }, { "epoch": 5.15, "learning_rate": 7.4699148811270926e-06, "loss": 0.0033, "step": 12310 }, { "epoch": 5.15, "learning_rate": 7.433225711769885e-06, "loss": 0.0025, "step": 12320 }, { "epoch": 5.16, "learning_rate": 7.3965365424126796e-06, "loss": 0.0058, "step": 12330 }, { "epoch": 5.16, "learning_rate": 7.359847373055474e-06, "loss": 0.0021, "step": 12340 }, { "epoch": 5.17, "learning_rate": 7.323158203698269e-06, "loss": 0.0052, "step": 12350 }, { "epoch": 5.17, "learning_rate": 7.2864690343410635e-06, "loss": 0.0025, "step": 12360 }, { "epoch": 5.17, "learning_rate": 7.249779864983858e-06, "loss": 0.0018, "step": 12370 }, { "epoch": 5.18, "learning_rate": 7.2130906956266505e-06, "loss": 0.0058, "step": 12380 }, { "epoch": 5.18, "learning_rate": 7.176401526269446e-06, "loss": 0.007, "step": 12390 }, { "epoch": 5.19, "learning_rate": 7.13971235691224e-06, "loss": 0.0034, "step": 12400 }, { "epoch": 5.19, "eval_f1": 0.9949354140816, "eval_f1_0": 0.9984670736062381, "eval_f1_1": 0.9973962379997651, "eval_f1_2": 0.9850252385251065, "eval_f1_3": 0.9988531061952903, "eval_loss": 0.010212548077106476, "eval_runtime": 32.4928, "eval_samples_per_second": 261.658, "eval_steps_per_second": 1.046, "step": 12400 }, { "epoch": 5.19, "learning_rate": 7.103023187555034e-06, "loss": 0.0026, "step": 12410 }, { "epoch": 5.19, "learning_rate": 7.066334018197829e-06, "loss": 0.0018, "step": 12420 }, { "epoch": 5.2, "learning_rate": 7.029644848840622e-06, "loss": 0.002, "step": 12430 }, { "epoch": 5.2, "learning_rate": 6.992955679483417e-06, "loss": 0.0023, "step": 12440 }, { "epoch": 5.21, "learning_rate": 6.956266510126211e-06, "loss": 0.0024, "step": 12450 }, { "epoch": 5.21, "learning_rate": 6.919577340769005e-06, "loss": 0.0038, "step": 12460 }, { "epoch": 5.22, "learning_rate": 6.8828881714118e-06, "loss": 0.0053, "step": 12470 }, { "epoch": 5.22, "learning_rate": 6.846199002054594e-06, "loss": 0.0039, "step": 12480 }, { "epoch": 5.22, "learning_rate": 6.8095098326973875e-06, "loss": 0.0149, "step": 12490 }, { "epoch": 5.23, "learning_rate": 6.772820663340182e-06, "loss": 0.0016, "step": 12500 }, { "epoch": 5.23, "learning_rate": 6.736131493982976e-06, "loss": 0.0026, "step": 12510 }, { "epoch": 5.24, "learning_rate": 6.6994423246257706e-06, "loss": 0.0019, "step": 12520 }, { "epoch": 5.24, "learning_rate": 6.662753155268566e-06, "loss": 0.007, "step": 12530 }, { "epoch": 5.24, "learning_rate": 6.62606398591136e-06, "loss": 0.0027, "step": 12540 }, { "epoch": 5.25, "learning_rate": 6.589374816554153e-06, "loss": 0.0027, "step": 12550 }, { "epoch": 5.25, "learning_rate": 6.552685647196947e-06, "loss": 0.0023, "step": 12560 }, { "epoch": 5.26, "learning_rate": 6.515996477839742e-06, "loss": 0.0028, "step": 12570 }, { "epoch": 5.26, "learning_rate": 6.479307308482537e-06, "loss": 0.0017, "step": 12580 }, { "epoch": 5.27, "learning_rate": 6.442618139125331e-06, "loss": 0.0032, "step": 12590 }, { "epoch": 5.27, "learning_rate": 6.405928969768124e-06, "loss": 0.003, "step": 12600 }, { "epoch": 5.27, "eval_f1": 0.994954489327091, "eval_f1_0": 0.9984730716662295, "eval_f1_1": 0.9973792572856837, "eval_f1_2": 0.9851066053511706, "eval_f1_3": 0.9988590230052803, "eval_loss": 0.010264579206705093, "eval_runtime": 32.5663, "eval_samples_per_second": 261.068, "eval_steps_per_second": 1.044, "step": 12600 }, { "epoch": 5.27, "learning_rate": 6.369239800410919e-06, "loss": 0.0036, "step": 12610 }, { "epoch": 5.28, "learning_rate": 6.332550631053713e-06, "loss": 0.002, "step": 12620 }, { "epoch": 5.28, "learning_rate": 6.2958614616965076e-06, "loss": 0.011, "step": 12630 }, { "epoch": 5.29, "learning_rate": 6.259172292339302e-06, "loss": 0.0019, "step": 12640 }, { "epoch": 5.29, "learning_rate": 6.2224831229820954e-06, "loss": 0.0058, "step": 12650 }, { "epoch": 5.29, "learning_rate": 6.185793953624891e-06, "loss": 0.0041, "step": 12660 }, { "epoch": 5.3, "learning_rate": 6.149104784267685e-06, "loss": 0.0022, "step": 12670 }, { "epoch": 5.3, "learning_rate": 6.1124156149104785e-06, "loss": 0.0015, "step": 12680 }, { "epoch": 5.31, "learning_rate": 6.075726445553273e-06, "loss": 0.0143, "step": 12690 }, { "epoch": 5.31, "learning_rate": 6.039037276196067e-06, "loss": 0.002, "step": 12700 }, { "epoch": 5.32, "learning_rate": 6.0023481068388615e-06, "loss": 0.0021, "step": 12710 }, { "epoch": 5.32, "learning_rate": 5.965658937481656e-06, "loss": 0.002, "step": 12720 }, { "epoch": 5.32, "learning_rate": 5.928969768124449e-06, "loss": 0.0015, "step": 12730 }, { "epoch": 5.33, "learning_rate": 5.892280598767244e-06, "loss": 0.0015, "step": 12740 }, { "epoch": 5.33, "learning_rate": 5.855591429410039e-06, "loss": 0.0025, "step": 12750 }, { "epoch": 5.34, "learning_rate": 5.8189022600528324e-06, "loss": 0.0017, "step": 12760 }, { "epoch": 5.34, "learning_rate": 5.782213090695627e-06, "loss": 0.0014, "step": 12770 }, { "epoch": 5.35, "learning_rate": 5.745523921338421e-06, "loss": 0.0193, "step": 12780 }, { "epoch": 5.35, "learning_rate": 5.7088347519812155e-06, "loss": 0.0028, "step": 12790 }, { "epoch": 5.35, "learning_rate": 5.67214558262401e-06, "loss": 0.0031, "step": 12800 }, { "epoch": 5.35, "eval_f1": 0.9949471144513108, "eval_f1_0": 0.9984707819490605, "eval_f1_1": 0.9973735674004002, "eval_f1_2": 0.9850939539637191, "eval_f1_3": 0.9988501544920632, "eval_loss": 0.010289383120834827, "eval_runtime": 32.4196, "eval_samples_per_second": 262.249, "eval_steps_per_second": 1.049, "step": 12800 }, { "epoch": 5.36, "learning_rate": 5.635456413266804e-06, "loss": 0.006, "step": 12810 }, { "epoch": 5.36, "learning_rate": 5.598767243909598e-06, "loss": 0.0024, "step": 12820 }, { "epoch": 5.37, "learning_rate": 5.562078074552392e-06, "loss": 0.0025, "step": 12830 }, { "epoch": 5.37, "learning_rate": 5.525388905195187e-06, "loss": 0.0021, "step": 12840 }, { "epoch": 5.37, "learning_rate": 5.488699735837981e-06, "loss": 0.0021, "step": 12850 }, { "epoch": 5.38, "learning_rate": 5.452010566480775e-06, "loss": 0.0021, "step": 12860 }, { "epoch": 5.38, "learning_rate": 5.4153213971235695e-06, "loss": 0.0065, "step": 12870 }, { "epoch": 5.39, "learning_rate": 5.378632227766364e-06, "loss": 0.0139, "step": 12880 }, { "epoch": 5.39, "learning_rate": 5.341943058409158e-06, "loss": 0.0024, "step": 12890 }, { "epoch": 5.4, "learning_rate": 5.305253889051952e-06, "loss": 0.0039, "step": 12900 }, { "epoch": 5.4, "learning_rate": 5.268564719694746e-06, "loss": 0.0026, "step": 12910 }, { "epoch": 5.4, "learning_rate": 5.23187555033754e-06, "loss": 0.0178, "step": 12920 }, { "epoch": 5.41, "learning_rate": 5.195186380980335e-06, "loss": 0.0018, "step": 12930 }, { "epoch": 5.41, "learning_rate": 5.158497211623129e-06, "loss": 0.0017, "step": 12940 }, { "epoch": 5.42, "learning_rate": 5.1218080422659234e-06, "loss": 0.0026, "step": 12950 }, { "epoch": 5.42, "learning_rate": 5.085118872908717e-06, "loss": 0.0033, "step": 12960 }, { "epoch": 5.42, "learning_rate": 5.048429703551512e-06, "loss": 0.0021, "step": 12970 }, { "epoch": 5.43, "learning_rate": 5.0117405341943065e-06, "loss": 0.0192, "step": 12980 }, { "epoch": 5.43, "learning_rate": 4.9750513648371e-06, "loss": 0.0024, "step": 12990 }, { "epoch": 5.44, "learning_rate": 4.938362195479894e-06, "loss": 0.0025, "step": 13000 }, { "epoch": 5.44, "eval_f1": 0.9949550327798844, "eval_f1_0": 0.9984730470718446, "eval_f1_1": 0.9973811472924625, "eval_f1_2": 0.9851157822631673, "eval_f1_3": 0.9988501544920632, "eval_loss": 0.01024584285914898, "eval_runtime": 32.3462, "eval_samples_per_second": 262.844, "eval_steps_per_second": 1.051, "step": 13000 }, { "epoch": 5.44, "learning_rate": 4.901673026122689e-06, "loss": 0.0156, "step": 13010 }, { "epoch": 5.45, "learning_rate": 4.864983856765483e-06, "loss": 0.0027, "step": 13020 }, { "epoch": 5.45, "learning_rate": 4.828294687408277e-06, "loss": 0.0048, "step": 13030 }, { "epoch": 5.45, "learning_rate": 4.791605518051072e-06, "loss": 0.0022, "step": 13040 }, { "epoch": 5.46, "learning_rate": 4.754916348693866e-06, "loss": 0.0024, "step": 13050 }, { "epoch": 5.46, "learning_rate": 4.7182271793366605e-06, "loss": 0.0021, "step": 13060 }, { "epoch": 5.47, "learning_rate": 4.681538009979454e-06, "loss": 0.0027, "step": 13070 }, { "epoch": 5.47, "learning_rate": 4.644848840622248e-06, "loss": 0.004, "step": 13080 }, { "epoch": 5.47, "learning_rate": 4.608159671265043e-06, "loss": 0.0032, "step": 13090 }, { "epoch": 5.48, "learning_rate": 4.571470501907837e-06, "loss": 0.003, "step": 13100 }, { "epoch": 5.48, "learning_rate": 4.534781332550631e-06, "loss": 0.0034, "step": 13110 }, { "epoch": 5.49, "learning_rate": 4.498092163193426e-06, "loss": 0.0046, "step": 13120 }, { "epoch": 5.49, "learning_rate": 4.461402993836219e-06, "loss": 0.0128, "step": 13130 }, { "epoch": 5.5, "learning_rate": 4.424713824479014e-06, "loss": 0.0027, "step": 13140 }, { "epoch": 5.5, "learning_rate": 4.388024655121809e-06, "loss": 0.0028, "step": 13150 }, { "epoch": 5.5, "learning_rate": 4.351335485764602e-06, "loss": 0.0022, "step": 13160 }, { "epoch": 5.51, "learning_rate": 4.314646316407397e-06, "loss": 0.0023, "step": 13170 }, { "epoch": 5.51, "learning_rate": 4.277957147050191e-06, "loss": 0.0032, "step": 13180 }, { "epoch": 5.52, "learning_rate": 4.241267977692985e-06, "loss": 0.0114, "step": 13190 }, { "epoch": 5.52, "learning_rate": 4.20457880833578e-06, "loss": 0.0021, "step": 13200 }, { "epoch": 5.52, "eval_f1": 0.9949300885740563, "eval_f1_0": 0.9984650164807667, "eval_f1_1": 0.9973792672181007, "eval_f1_2": 0.9850229779278351, "eval_f1_3": 0.9988530926695226, "eval_loss": 0.01022119726985693, "eval_runtime": 32.6065, "eval_samples_per_second": 260.746, "eval_steps_per_second": 1.043, "step": 13200 }, { "epoch": 5.52, "learning_rate": 4.167889638978574e-06, "loss": 0.002, "step": 13210 }, { "epoch": 5.53, "learning_rate": 4.1312004696213675e-06, "loss": 0.0218, "step": 13220 }, { "epoch": 5.53, "learning_rate": 4.094511300264163e-06, "loss": 0.0025, "step": 13230 }, { "epoch": 5.54, "learning_rate": 4.057822130906956e-06, "loss": 0.0028, "step": 13240 }, { "epoch": 5.54, "learning_rate": 4.021132961549751e-06, "loss": 0.0017, "step": 13250 }, { "epoch": 5.55, "learning_rate": 3.984443792192545e-06, "loss": 0.0031, "step": 13260 }, { "epoch": 5.55, "learning_rate": 3.947754622835339e-06, "loss": 0.0052, "step": 13270 }, { "epoch": 5.55, "learning_rate": 3.911065453478134e-06, "loss": 0.0043, "step": 13280 }, { "epoch": 5.56, "learning_rate": 3.874376284120928e-06, "loss": 0.0015, "step": 13290 }, { "epoch": 5.56, "learning_rate": 3.8376871147637215e-06, "loss": 0.0028, "step": 13300 }, { "epoch": 5.57, "learning_rate": 3.8009979454065163e-06, "loss": 0.0016, "step": 13310 }, { "epoch": 5.57, "learning_rate": 3.7643087760493106e-06, "loss": 0.0213, "step": 13320 }, { "epoch": 5.58, "learning_rate": 3.7276196066921046e-06, "loss": 0.0024, "step": 13330 }, { "epoch": 5.58, "learning_rate": 3.690930437334899e-06, "loss": 0.0034, "step": 13340 }, { "epoch": 5.58, "learning_rate": 3.6542412679776933e-06, "loss": 0.0024, "step": 13350 }, { "epoch": 5.59, "learning_rate": 3.617552098620487e-06, "loss": 0.0022, "step": 13360 }, { "epoch": 5.59, "learning_rate": 3.5808629292632815e-06, "loss": 0.0029, "step": 13370 }, { "epoch": 5.6, "learning_rate": 3.5441737599060763e-06, "loss": 0.002, "step": 13380 }, { "epoch": 5.6, "learning_rate": 3.50748459054887e-06, "loss": 0.0047, "step": 13390 }, { "epoch": 5.6, "learning_rate": 3.4707954211916646e-06, "loss": 0.0271, "step": 13400 }, { "epoch": 5.6, "eval_f1": 0.994927417880647, "eval_f1_0": 0.9984645513385877, "eval_f1_1": 0.9973887271845249, "eval_f1_2": 0.9850121487812029, "eval_f1_3": 0.9988442442182728, "eval_loss": 0.010328641161322594, "eval_runtime": 32.3867, "eval_samples_per_second": 262.515, "eval_steps_per_second": 1.05, "step": 13400 }, { "epoch": 5.61, "learning_rate": 3.434106251834459e-06, "loss": 0.0029, "step": 13410 }, { "epoch": 5.61, "learning_rate": 3.397417082477253e-06, "loss": 0.0024, "step": 13420 }, { "epoch": 5.62, "learning_rate": 3.3607279131200472e-06, "loss": 0.0033, "step": 13430 }, { "epoch": 5.62, "learning_rate": 3.324038743762841e-06, "loss": 0.005, "step": 13440 }, { "epoch": 5.63, "learning_rate": 3.2873495744056355e-06, "loss": 0.0017, "step": 13450 }, { "epoch": 5.63, "learning_rate": 3.25066040504843e-06, "loss": 0.0022, "step": 13460 }, { "epoch": 5.63, "learning_rate": 3.2139712356912238e-06, "loss": 0.0016, "step": 13470 }, { "epoch": 5.64, "learning_rate": 3.177282066334018e-06, "loss": 0.0056, "step": 13480 }, { "epoch": 5.64, "learning_rate": 3.140592896976813e-06, "loss": 0.003, "step": 13490 }, { "epoch": 5.65, "learning_rate": 3.103903727619607e-06, "loss": 0.0024, "step": 13500 }, { "epoch": 5.65, "learning_rate": 3.067214558262401e-06, "loss": 0.0152, "step": 13510 }, { "epoch": 5.65, "learning_rate": 3.030525388905195e-06, "loss": 0.003, "step": 13520 }, { "epoch": 5.66, "learning_rate": 2.99383621954799e-06, "loss": 0.0015, "step": 13530 }, { "epoch": 5.66, "learning_rate": 2.957147050190784e-06, "loss": 0.0054, "step": 13540 }, { "epoch": 5.67, "learning_rate": 2.920457880833578e-06, "loss": 0.0031, "step": 13550 }, { "epoch": 5.67, "learning_rate": 2.883768711476372e-06, "loss": 0.0026, "step": 13560 }, { "epoch": 5.68, "learning_rate": 2.8470795421191665e-06, "loss": 0.0029, "step": 13570 }, { "epoch": 5.68, "learning_rate": 2.810390372761961e-06, "loss": 0.0023, "step": 13580 }, { "epoch": 5.68, "learning_rate": 2.7737012034047547e-06, "loss": 0.0023, "step": 13590 }, { "epoch": 5.69, "learning_rate": 2.7370120340475495e-06, "loss": 0.0093, "step": 13600 }, { "epoch": 5.69, "eval_f1": 0.9949661674545234, "eval_f1_0": 0.9984748963053742, "eval_f1_1": 0.9973754673468344, "eval_f1_2": 0.985152351675912, "eval_f1_3": 0.9988619544899728, "eval_loss": 0.010220842435956001, "eval_runtime": 32.5579, "eval_samples_per_second": 261.135, "eval_steps_per_second": 1.044, "step": 13600 }, { "epoch": 5.69, "learning_rate": 2.7003228646903434e-06, "loss": 0.0024, "step": 13610 }, { "epoch": 5.7, "learning_rate": 2.6636336953331378e-06, "loss": 0.0024, "step": 13620 }, { "epoch": 5.7, "learning_rate": 2.626944525975932e-06, "loss": 0.0021, "step": 13630 }, { "epoch": 5.7, "learning_rate": 2.5902553566187265e-06, "loss": 0.0029, "step": 13640 }, { "epoch": 5.71, "learning_rate": 2.5535661872615204e-06, "loss": 0.0049, "step": 13650 }, { "epoch": 5.71, "learning_rate": 2.5168770179043148e-06, "loss": 0.002, "step": 13660 }, { "epoch": 5.72, "learning_rate": 2.480187848547109e-06, "loss": 0.0015, "step": 13670 }, { "epoch": 5.72, "learning_rate": 2.443498679189903e-06, "loss": 0.0023, "step": 13680 }, { "epoch": 5.73, "learning_rate": 2.4068095098326974e-06, "loss": 0.002, "step": 13690 }, { "epoch": 5.73, "learning_rate": 2.3701203404754918e-06, "loss": 0.0031, "step": 13700 }, { "epoch": 5.73, "learning_rate": 2.333431171118286e-06, "loss": 0.0026, "step": 13710 }, { "epoch": 5.74, "learning_rate": 2.29674200176108e-06, "loss": 0.0015, "step": 13720 }, { "epoch": 5.74, "learning_rate": 2.260052832403875e-06, "loss": 0.0026, "step": 13730 }, { "epoch": 5.75, "learning_rate": 2.2233636630466687e-06, "loss": 0.0017, "step": 13740 }, { "epoch": 5.75, "learning_rate": 2.186674493689463e-06, "loss": 0.0027, "step": 13750 }, { "epoch": 5.75, "learning_rate": 2.149985324332257e-06, "loss": 0.0025, "step": 13760 }, { "epoch": 5.76, "learning_rate": 2.1132961549750514e-06, "loss": 0.0053, "step": 13770 }, { "epoch": 5.76, "learning_rate": 2.0766069856178457e-06, "loss": 0.0024, "step": 13780 }, { "epoch": 5.77, "learning_rate": 2.0399178162606396e-06, "loss": 0.0046, "step": 13790 }, { "epoch": 5.77, "learning_rate": 2.0032286469034344e-06, "loss": 0.0025, "step": 13800 }, { "epoch": 5.77, "eval_f1": 0.9949519911102203, "eval_f1_0": 0.998471221035115, "eval_f1_1": 0.9973641175099532, "eval_f1_2": 0.9851165680147006, "eval_f1_3": 0.9988560578811125, "eval_loss": 0.010221057571470737, "eval_runtime": 32.5003, "eval_samples_per_second": 261.598, "eval_steps_per_second": 1.046, "step": 13800 }, { "epoch": 5.78, "learning_rate": 1.9665394775462283e-06, "loss": 0.0016, "step": 13810 }, { "epoch": 5.78, "learning_rate": 1.9298503081890227e-06, "loss": 0.0019, "step": 13820 }, { "epoch": 5.78, "learning_rate": 1.8931611388318168e-06, "loss": 0.0022, "step": 13830 }, { "epoch": 5.79, "learning_rate": 1.8564719694746112e-06, "loss": 0.0036, "step": 13840 }, { "epoch": 5.79, "learning_rate": 1.8197828001174053e-06, "loss": 0.0049, "step": 13850 }, { "epoch": 5.8, "learning_rate": 1.7830936307601995e-06, "loss": 0.0025, "step": 13860 }, { "epoch": 5.8, "learning_rate": 1.746404461402994e-06, "loss": 0.0029, "step": 13870 }, { "epoch": 5.81, "learning_rate": 1.7097152920457882e-06, "loss": 0.0058, "step": 13880 }, { "epoch": 5.81, "learning_rate": 1.6730261226885823e-06, "loss": 0.0023, "step": 13890 }, { "epoch": 5.81, "learning_rate": 1.6363369533313769e-06, "loss": 0.002, "step": 13900 }, { "epoch": 5.82, "learning_rate": 1.599647783974171e-06, "loss": 0.0031, "step": 13910 }, { "epoch": 5.82, "learning_rate": 1.5629586146169652e-06, "loss": 0.0033, "step": 13920 }, { "epoch": 5.83, "learning_rate": 1.5262694452597595e-06, "loss": 0.0041, "step": 13930 }, { "epoch": 5.83, "learning_rate": 1.4895802759025536e-06, "loss": 0.0031, "step": 13940 }, { "epoch": 5.83, "learning_rate": 1.4528911065453478e-06, "loss": 0.0028, "step": 13950 }, { "epoch": 5.84, "learning_rate": 1.4162019371881421e-06, "loss": 0.0029, "step": 13960 }, { "epoch": 5.84, "learning_rate": 1.3795127678309363e-06, "loss": 0.0025, "step": 13970 }, { "epoch": 5.85, "learning_rate": 1.3428235984737306e-06, "loss": 0.0028, "step": 13980 }, { "epoch": 5.85, "learning_rate": 1.3061344291165248e-06, "loss": 0.0045, "step": 13990 }, { "epoch": 5.86, "learning_rate": 1.2694452597593191e-06, "loss": 0.0098, "step": 14000 }, { "epoch": 5.86, "eval_f1": 0.9949290140199564, "eval_f1_0": 0.9984645485121445, "eval_f1_1": 0.9973886875975926, "eval_f1_2": 0.9850156171986577, "eval_f1_3": 0.9988472027714307, "eval_loss": 0.010264057666063309, "eval_runtime": 32.5008, "eval_samples_per_second": 261.594, "eval_steps_per_second": 1.046, "step": 14000 }, { "epoch": 5.86, "learning_rate": 1.2327560904021135e-06, "loss": 0.003, "step": 14010 }, { "epoch": 5.86, "learning_rate": 1.1960669210449076e-06, "loss": 0.0024, "step": 14020 }, { "epoch": 5.87, "learning_rate": 1.159377751687702e-06, "loss": 0.0022, "step": 14030 }, { "epoch": 5.87, "learning_rate": 1.122688582330496e-06, "loss": 0.0022, "step": 14040 }, { "epoch": 5.88, "learning_rate": 1.0859994129732902e-06, "loss": 0.0031, "step": 14050 }, { "epoch": 5.88, "learning_rate": 1.0493102436160846e-06, "loss": 0.0056, "step": 14060 }, { "epoch": 5.88, "learning_rate": 1.0126210742588787e-06, "loss": 0.0021, "step": 14070 }, { "epoch": 5.89, "learning_rate": 9.75931904901673e-07, "loss": 0.0022, "step": 14080 }, { "epoch": 5.89, "learning_rate": 9.392427355444672e-07, "loss": 0.0039, "step": 14090 }, { "epoch": 5.9, "learning_rate": 9.025535661872616e-07, "loss": 0.0164, "step": 14100 }, { "epoch": 5.9, "learning_rate": 8.658643968300559e-07, "loss": 0.0016, "step": 14110 }, { "epoch": 5.91, "learning_rate": 8.291752274728501e-07, "loss": 0.0041, "step": 14120 }, { "epoch": 5.91, "learning_rate": 7.924860581156443e-07, "loss": 0.0019, "step": 14130 }, { "epoch": 5.91, "learning_rate": 7.557968887584386e-07, "loss": 0.0022, "step": 14140 }, { "epoch": 5.92, "learning_rate": 7.191077194012328e-07, "loss": 0.0081, "step": 14150 }, { "epoch": 5.92, "learning_rate": 6.82418550044027e-07, "loss": 0.003, "step": 14160 }, { "epoch": 5.93, "learning_rate": 6.457293806868213e-07, "loss": 0.0019, "step": 14170 }, { "epoch": 5.93, "learning_rate": 6.090402113296154e-07, "loss": 0.002, "step": 14180 }, { "epoch": 5.93, "learning_rate": 5.723510419724098e-07, "loss": 0.002, "step": 14190 }, { "epoch": 5.94, "learning_rate": 5.35661872615204e-07, "loss": 0.0046, "step": 14200 }, { "epoch": 5.94, "eval_f1": 0.9949533482927058, "eval_f1_0": 0.9984721421349605, "eval_f1_1": 0.9973773772256289, "eval_f1_2": 0.9851078159291213, "eval_f1_3": 0.9988560578811125, "eval_loss": 0.010254278779029846, "eval_runtime": 32.6225, "eval_samples_per_second": 260.618, "eval_steps_per_second": 1.042, "step": 14200 }, { "epoch": 5.94, "learning_rate": 4.989727032579983e-07, "loss": 0.0047, "step": 14210 }, { "epoch": 5.95, "learning_rate": 4.6228353390079247e-07, "loss": 0.0029, "step": 14220 }, { "epoch": 5.95, "learning_rate": 4.255943645435867e-07, "loss": 0.0046, "step": 14230 }, { "epoch": 5.96, "learning_rate": 3.8890519518638096e-07, "loss": 0.0139, "step": 14240 }, { "epoch": 5.96, "learning_rate": 3.5221602582917526e-07, "loss": 0.0018, "step": 14250 }, { "epoch": 5.96, "learning_rate": 3.155268564719695e-07, "loss": 0.003, "step": 14260 }, { "epoch": 5.97, "learning_rate": 2.788376871147637e-07, "loss": 0.0025, "step": 14270 }, { "epoch": 5.97, "learning_rate": 2.42148517757558e-07, "loss": 0.002, "step": 14280 }, { "epoch": 5.98, "learning_rate": 2.0545934840035222e-07, "loss": 0.0087, "step": 14290 }, { "epoch": 5.98, "learning_rate": 1.6877017904314646e-07, "loss": 0.002, "step": 14300 }, { "epoch": 5.98, "learning_rate": 1.320810096859407e-07, "loss": 0.0016, "step": 14310 }, { "epoch": 5.99, "learning_rate": 9.539184032873497e-08, "loss": 0.0032, "step": 14320 }, { "epoch": 5.99, "learning_rate": 5.87026709715292e-08, "loss": 0.0021, "step": 14330 }, { "epoch": 6.0, "learning_rate": 2.2013501614323454e-08, "loss": 0.0028, "step": 14340 }, { "epoch": 6.0, "step": 14346, "total_flos": 2.7863876783570944e+17, "train_loss": 0.03144244249522162, "train_runtime": 5824.0528, "train_samples_per_second": 78.82, "train_steps_per_second": 2.463 } ], "logging_steps": 10, "max_steps": 14346, "num_train_epochs": 6, "save_steps": 200, "total_flos": 2.7863876783570944e+17, "trial_name": null, "trial_params": null }