{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "eval_steps": 500, "global_step": 150, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "grad_norm": 0.011809559675579825, "learning_rate": 5.333333333333334e-06, "loss": 0.183, "step": 1 }, { "epoch": 0.04, "grad_norm": 0.01267923451031558, "learning_rate": 1.0666666666666667e-05, "loss": 0.1875, "step": 2 }, { "epoch": 0.06, "grad_norm": 0.012884530847067054, "learning_rate": 1.6000000000000003e-05, "loss": 0.1753, "step": 3 }, { "epoch": 0.08, "grad_norm": 0.012803948042993374, "learning_rate": 2.1333333333333335e-05, "loss": 0.1794, "step": 4 }, { "epoch": 0.1, "grad_norm": 0.013497806292970425, "learning_rate": 2.6666666666666667e-05, "loss": 0.1817, "step": 5 }, { "epoch": 0.12, "grad_norm": 0.012326804290005348, "learning_rate": 3.2000000000000005e-05, "loss": 0.1856, "step": 6 }, { "epoch": 0.14, "grad_norm": 0.01631171328018395, "learning_rate": 3.733333333333334e-05, "loss": 0.1813, "step": 7 }, { "epoch": 0.16, "grad_norm": 0.01789821165815095, "learning_rate": 4.266666666666667e-05, "loss": 0.182, "step": 8 }, { "epoch": 0.18, "grad_norm": 0.01838453301953062, "learning_rate": 4.8e-05, "loss": 0.1792, "step": 9 }, { "epoch": 0.2, "grad_norm": 0.02063925201456158, "learning_rate": 5.333333333333333e-05, "loss": 0.1653, "step": 10 }, { "epoch": 0.22, "grad_norm": 0.016274389707900083, "learning_rate": 5.8666666666666665e-05, "loss": 0.1625, "step": 11 }, { "epoch": 0.24, "grad_norm": 0.01867902302469775, "learning_rate": 6.400000000000001e-05, "loss": 0.1626, "step": 12 }, { "epoch": 0.26, "grad_norm": 0.020161768038892157, "learning_rate": 6.933333333333334e-05, "loss": 0.152, "step": 13 }, { "epoch": 0.28, "grad_norm": 0.0217786468405877, "learning_rate": 7.466666666666667e-05, "loss": 0.1554, "step": 14 }, { "epoch": 0.3, "grad_norm": 0.02309963188281866, "learning_rate": 8e-05, "loss": 0.1492, "step": 15 }, { "epoch": 0.32, "grad_norm": 0.02145747731872863, "learning_rate": 7.998916964717848e-05, "loss": 0.1412, "step": 16 }, { "epoch": 0.34, "grad_norm": 0.01805077288150445, "learning_rate": 7.9956684453541e-05, "loss": 0.1319, "step": 17 }, { "epoch": 0.36, "grad_norm": 0.016369512181041046, "learning_rate": 7.990256201039297e-05, "loss": 0.1314, "step": 18 }, { "epoch": 0.38, "grad_norm": 0.018291405722426157, "learning_rate": 7.982683162599218e-05, "loss": 0.1336, "step": 19 }, { "epoch": 0.4, "grad_norm": 0.018135729510617763, "learning_rate": 7.972953430967773e-05, "loss": 0.1239, "step": 20 }, { "epoch": 0.42, "grad_norm": 0.01893853563313568, "learning_rate": 7.961072274966282e-05, "loss": 0.1191, "step": 21 }, { "epoch": 0.44, "grad_norm": 0.014097083600550668, "learning_rate": 7.947046128450319e-05, "loss": 0.1126, "step": 22 }, { "epoch": 0.46, "grad_norm": 0.013691458170511199, "learning_rate": 7.930882586825653e-05, "loss": 0.1049, "step": 23 }, { "epoch": 0.48, "grad_norm": 0.014132061716520952, "learning_rate": 7.912590402935223e-05, "loss": 0.1066, "step": 24 }, { "epoch": 0.5, "grad_norm": 0.01639725724939301, "learning_rate": 7.892179482319297e-05, "loss": 0.1121, "step": 25 }, { "epoch": 0.52, "grad_norm": 0.013559749513144124, "learning_rate": 7.869660877851456e-05, "loss": 0.1023, "step": 26 }, { "epoch": 0.54, "grad_norm": 0.011940544081254969, "learning_rate": 7.845046783753276e-05, "loss": 0.0918, "step": 27 }, { "epoch": 0.56, "grad_norm": 0.012231077121265607, "learning_rate": 7.818350528990929e-05, "loss": 0.0912, "step": 28 }, { "epoch": 0.58, "grad_norm": 0.013023783265728752, "learning_rate": 7.789586570057317e-05, "loss": 0.0777, "step": 29 }, { "epoch": 0.6, "grad_norm": 0.012634770311997728, "learning_rate": 7.758770483143634e-05, "loss": 0.0933, "step": 30 }, { "epoch": 0.62, "grad_norm": 0.01379614406998224, "learning_rate": 7.72591895570457e-05, "loss": 0.084, "step": 31 }, { "epoch": 0.64, "grad_norm": 0.012745395373850553, "learning_rate": 7.69104977742177e-05, "loss": 0.0694, "step": 32 }, { "epoch": 0.66, "grad_norm": 0.012302518748909046, "learning_rate": 7.654181830570404e-05, "loss": 0.07, "step": 33 }, { "epoch": 0.68, "grad_norm": 0.01056797537930334, "learning_rate": 7.615335079794083e-05, "loss": 0.0757, "step": 34 }, { "epoch": 0.7, "grad_norm": 0.010860443879296976, "learning_rate": 7.57453056129365e-05, "loss": 0.067, "step": 35 }, { "epoch": 0.72, "grad_norm": 0.009858239467399854, "learning_rate": 7.531790371435709e-05, "loss": 0.0698, "step": 36 }, { "epoch": 0.74, "grad_norm": 0.012202971220293223, "learning_rate": 7.48713765478705e-05, "loss": 0.0676, "step": 37 }, { "epoch": 0.76, "grad_norm": 0.009766332299900725, "learning_rate": 7.440596591581463e-05, "loss": 0.0617, "step": 38 }, { "epoch": 0.78, "grad_norm": 0.010035953464377951, "learning_rate": 7.392192384625704e-05, "loss": 0.0586, "step": 39 }, { "epoch": 0.8, "grad_norm": 0.008795367906736502, "learning_rate": 7.341951245651747e-05, "loss": 0.0641, "step": 40 }, { "epoch": 0.82, "grad_norm": 0.010113806571957165, "learning_rate": 7.28990038112265e-05, "loss": 0.0639, "step": 41 }, { "epoch": 0.84, "grad_norm": 0.010014275847274275, "learning_rate": 7.236067977499791e-05, "loss": 0.0528, "step": 42 }, { "epoch": 0.86, "grad_norm": 0.012200574339085477, "learning_rate": 7.180483185979392e-05, "loss": 0.0581, "step": 43 }, { "epoch": 0.88, "grad_norm": 0.010530095743640198, "learning_rate": 7.123176106706638e-05, "loss": 0.0562, "step": 44 }, { "epoch": 0.9, "grad_norm": 0.01041122862239149, "learning_rate": 7.064177772475912e-05, "loss": 0.0539, "step": 45 }, { "epoch": 0.92, "grad_norm": 0.012056859668374468, "learning_rate": 7.003520131925997e-05, "loss": 0.0525, "step": 46 }, { "epoch": 0.94, "grad_norm": 0.012368863462043233, "learning_rate": 6.941236032239316e-05, "loss": 0.047, "step": 47 }, { "epoch": 0.96, "grad_norm": 0.012258976022025418, "learning_rate": 6.877359201354606e-05, "loss": 0.0543, "step": 48 }, { "epoch": 0.98, "grad_norm": 0.013622226660241423, "learning_rate": 6.811924229702648e-05, "loss": 0.0455, "step": 49 }, { "epoch": 1.0, "grad_norm": 0.012980042960891657, "learning_rate": 6.744966551474936e-05, "loss": 0.0486, "step": 50 }, { "epoch": 1.02, "grad_norm": 0.012378374004629487, "learning_rate": 6.676522425435433e-05, "loss": 0.0466, "step": 51 }, { "epoch": 1.04, "grad_norm": 0.015317059878290412, "learning_rate": 6.606628915285822e-05, "loss": 0.0454, "step": 52 }, { "epoch": 1.06, "grad_norm": 0.01600568768364644, "learning_rate": 6.53532386959484e-05, "loss": 0.0427, "step": 53 }, { "epoch": 1.08, "grad_norm": 0.012535557156911917, "learning_rate": 6.462645901302633e-05, "loss": 0.036, "step": 54 }, { "epoch": 1.1, "grad_norm": 0.015269150088188032, "learning_rate": 6.388634366811146e-05, "loss": 0.0443, "step": 55 }, { "epoch": 1.12, "grad_norm": 0.01348708641657591, "learning_rate": 6.313329344671946e-05, "loss": 0.0395, "step": 56 }, { "epoch": 1.1400000000000001, "grad_norm": 0.013483163929589068, "learning_rate": 6.236771613882987e-05, "loss": 0.0428, "step": 57 }, { "epoch": 1.16, "grad_norm": 0.010513312487965653, "learning_rate": 6.159002631806052e-05, "loss": 0.0452, "step": 58 }, { "epoch": 1.18, "grad_norm": 0.01292538144043714, "learning_rate": 6.0800645117168616e-05, "loss": 0.0447, "step": 59 }, { "epoch": 1.2, "grad_norm": 0.016066913284850035, "learning_rate": 6.000000000000001e-05, "loss": 0.0482, "step": 60 }, { "epoch": 1.22, "grad_norm": 0.016125066803796075, "learning_rate": 5.918852453000986e-05, "loss": 0.0496, "step": 61 }, { "epoch": 1.24, "grad_norm": 0.011577767340579134, "learning_rate": 5.836665813548047e-05, "loss": 0.0422, "step": 62 }, { "epoch": 1.26, "grad_norm": 0.012800240962412258, "learning_rate": 5.75348458715631e-05, "loss": 0.0343, "step": 63 }, { "epoch": 1.28, "grad_norm": 0.01898272032141443, "learning_rate": 5.669353817927272e-05, "loss": 0.0398, "step": 64 }, { "epoch": 1.3, "grad_norm": 0.011918027065913203, "learning_rate": 5.584319064156628e-05, "loss": 0.0349, "step": 65 }, { "epoch": 1.32, "grad_norm": 0.011300405564112754, "learning_rate": 5.4984263736636494e-05, "loss": 0.035, "step": 66 }, { "epoch": 1.34, "grad_norm": 0.010055653277537008, "learning_rate": 5.4117222588554756e-05, "loss": 0.0328, "step": 67 }, { "epoch": 1.3599999999999999, "grad_norm": 0.013818601707812529, "learning_rate": 5.324253671539833e-05, "loss": 0.0357, "step": 68 }, { "epoch": 1.38, "grad_norm": 0.009627679629392703, "learning_rate": 5.23606797749979e-05, "loss": 0.0351, "step": 69 }, { "epoch": 1.4, "grad_norm": 0.009541748304422826, "learning_rate": 5.1472129308443616e-05, "loss": 0.0392, "step": 70 }, { "epoch": 1.42, "grad_norm": 0.014531407344237414, "learning_rate": 5.05773664814881e-05, "loss": 0.0407, "step": 71 }, { "epoch": 1.44, "grad_norm": 0.00842116734879857, "learning_rate": 4.967687582398671e-05, "loss": 0.0366, "step": 72 }, { "epoch": 1.46, "grad_norm": 0.009059256192181722, "learning_rate": 4.877114496751613e-05, "loss": 0.0331, "step": 73 }, { "epoch": 1.48, "grad_norm": 0.009603436922417382, "learning_rate": 4.786066438131321e-05, "loss": 0.0347, "step": 74 }, { "epoch": 1.5, "grad_norm": 0.008947077858267722, "learning_rate": 4.694592710667723e-05, "loss": 0.0391, "step": 75 }, { "epoch": 1.52, "grad_norm": 0.00904238841461903, "learning_rate": 4.602742848997933e-05, "loss": 0.0307, "step": 76 }, { "epoch": 1.54, "grad_norm": 0.008716241203836152, "learning_rate": 4.51056659144238e-05, "loss": 0.0317, "step": 77 }, { "epoch": 1.56, "grad_norm": 0.009352849352121143, "learning_rate": 4.418113853070614e-05, "loss": 0.0308, "step": 78 }, { "epoch": 1.58, "grad_norm": 0.009089055965574848, "learning_rate": 4.3254346986714334e-05, "loss": 0.0329, "step": 79 }, { "epoch": 1.6, "grad_norm": 0.010017892458095128, "learning_rate": 4.2325793156419035e-05, "loss": 0.0329, "step": 80 }, { "epoch": 1.62, "grad_norm": 0.008742545120030757, "learning_rate": 4.139597986810005e-05, "loss": 0.0307, "step": 81 }, { "epoch": 1.6400000000000001, "grad_norm": 0.00860493976718958, "learning_rate": 4.046541063205589e-05, "loss": 0.0396, "step": 82 }, { "epoch": 1.6600000000000001, "grad_norm": 0.00931430174023112, "learning_rate": 3.953458936794413e-05, "loss": 0.0393, "step": 83 }, { "epoch": 1.6800000000000002, "grad_norm": 0.00888578979102054, "learning_rate": 3.860402013189998e-05, "loss": 0.0317, "step": 84 }, { "epoch": 1.7, "grad_norm": 0.009611340729536759, "learning_rate": 3.767420684358097e-05, "loss": 0.0369, "step": 85 }, { "epoch": 1.72, "grad_norm": 0.008556552177287602, "learning_rate": 3.674565301328568e-05, "loss": 0.0354, "step": 86 }, { "epoch": 1.74, "grad_norm": 0.009278896365675238, "learning_rate": 3.581886146929387e-05, "loss": 0.0335, "step": 87 }, { "epoch": 1.76, "grad_norm": 0.009611527536127002, "learning_rate": 3.4894334085576215e-05, "loss": 0.0343, "step": 88 }, { "epoch": 1.78, "grad_norm": 0.008060710241196208, "learning_rate": 3.397257151002068e-05, "loss": 0.036, "step": 89 }, { "epoch": 1.8, "grad_norm": 0.009094207109428477, "learning_rate": 3.305407289332279e-05, "loss": 0.0359, "step": 90 }, { "epoch": 1.8199999999999998, "grad_norm": 0.008559942809412288, "learning_rate": 3.213933561868679e-05, "loss": 0.0326, "step": 91 }, { "epoch": 1.8399999999999999, "grad_norm": 0.00791376826891888, "learning_rate": 3.122885503248386e-05, "loss": 0.034, "step": 92 }, { "epoch": 1.8599999999999999, "grad_norm": 0.00887567089399094, "learning_rate": 3.0323124176013297e-05, "loss": 0.0311, "step": 93 }, { "epoch": 1.88, "grad_norm": 0.008302409801068842, "learning_rate": 2.9422633518511926e-05, "loss": 0.0399, "step": 94 }, { "epoch": 1.9, "grad_norm": 0.009242477279704472, "learning_rate": 2.8527870691556404e-05, "loss": 0.0334, "step": 95 }, { "epoch": 1.92, "grad_norm": 0.00787347304413256, "learning_rate": 2.7639320225002108e-05, "loss": 0.0345, "step": 96 }, { "epoch": 1.94, "grad_norm": 0.007978954411853345, "learning_rate": 2.6757463284601682e-05, "loss": 0.0309, "step": 97 }, { "epoch": 1.96, "grad_norm": 0.00819842371278869, "learning_rate": 2.5882777411445254e-05, "loss": 0.0328, "step": 98 }, { "epoch": 1.98, "grad_norm": 0.008144067409768785, "learning_rate": 2.501573626336352e-05, "loss": 0.027, "step": 99 }, { "epoch": 2.0, "grad_norm": 0.00816755482732266, "learning_rate": 2.4156809358433728e-05, "loss": 0.0287, "step": 100 }, { "epoch": 2.02, "grad_norm": 0.007936888539808744, "learning_rate": 2.330646182072729e-05, "loss": 0.034, "step": 101 }, { "epoch": 2.04, "grad_norm": 0.00742323304457344, "learning_rate": 2.24651541284369e-05, "loss": 0.0334, "step": 102 }, { "epoch": 2.06, "grad_norm": 0.007584329606622692, "learning_rate": 2.1633341864519526e-05, "loss": 0.0297, "step": 103 }, { "epoch": 2.08, "grad_norm": 0.008233049907862973, "learning_rate": 2.0811475469990167e-05, "loss": 0.0328, "step": 104 }, { "epoch": 2.1, "grad_norm": 0.007361573217890433, "learning_rate": 2.0000000000000012e-05, "loss": 0.0327, "step": 105 }, { "epoch": 2.12, "grad_norm": 0.010313004335540993, "learning_rate": 1.9199354882831387e-05, "loss": 0.027, "step": 106 }, { "epoch": 2.14, "grad_norm": 0.0068064012517587025, "learning_rate": 1.8409973681939498e-05, "loss": 0.031, "step": 107 }, { "epoch": 2.16, "grad_norm": 0.007055978265710038, "learning_rate": 1.7632283861170135e-05, "loss": 0.0375, "step": 108 }, { "epoch": 2.18, "grad_norm": 0.008696273154620453, "learning_rate": 1.686670655328054e-05, "loss": 0.0364, "step": 109 }, { "epoch": 2.2, "grad_norm": 0.008281022340679688, "learning_rate": 1.6113656331888563e-05, "loss": 0.0305, "step": 110 }, { "epoch": 2.22, "grad_norm": 0.008050166443650853, "learning_rate": 1.537354098697367e-05, "loss": 0.0344, "step": 111 }, { "epoch": 2.24, "grad_norm": 0.006986213842700649, "learning_rate": 1.4646761304051587e-05, "loss": 0.0385, "step": 112 }, { "epoch": 2.26, "grad_norm": 0.008152097169884078, "learning_rate": 1.3933710847141795e-05, "loss": 0.032, "step": 113 }, { "epoch": 2.2800000000000002, "grad_norm": 0.007816131769792903, "learning_rate": 1.3234775745645684e-05, "loss": 0.0323, "step": 114 }, { "epoch": 2.3, "grad_norm": 0.00837883345884222, "learning_rate": 1.2550334485250661e-05, "loss": 0.0283, "step": 115 }, { "epoch": 2.32, "grad_norm": 0.007573018116025318, "learning_rate": 1.1880757702973531e-05, "loss": 0.0315, "step": 116 }, { "epoch": 2.34, "grad_norm": 0.008520888688355023, "learning_rate": 1.1226407986453963e-05, "loss": 0.0366, "step": 117 }, { "epoch": 2.36, "grad_norm": 0.007666441826759139, "learning_rate": 1.0587639677606857e-05, "loss": 0.0294, "step": 118 }, { "epoch": 2.38, "grad_norm": 0.008798579155204884, "learning_rate": 9.964798680740033e-06, "loss": 0.0368, "step": 119 }, { "epoch": 2.4, "grad_norm": 0.007542500723751338, "learning_rate": 9.358222275240884e-06, "loss": 0.0325, "step": 120 }, { "epoch": 2.42, "grad_norm": 0.00715761768853097, "learning_rate": 8.768238932933632e-06, "loss": 0.0267, "step": 121 }, { "epoch": 2.44, "grad_norm": 0.007792710941565013, "learning_rate": 8.195168140206084e-06, "loss": 0.037, "step": 122 }, { "epoch": 2.46, "grad_norm": 0.008283433622988591, "learning_rate": 7.639320225002106e-06, "loss": 0.0253, "step": 123 }, { "epoch": 2.48, "grad_norm": 0.00800993069600466, "learning_rate": 7.1009961887735075e-06, "loss": 0.0315, "step": 124 }, { "epoch": 2.5, "grad_norm": 0.007979597318034411, "learning_rate": 6.58048754348255e-06, "loss": 0.041, "step": 125 }, { "epoch": 2.52, "grad_norm": 0.007982505635606253, "learning_rate": 6.078076153742962e-06, "loss": 0.0283, "step": 126 }, { "epoch": 2.54, "grad_norm": 0.008455043548748454, "learning_rate": 5.5940340841853915e-06, "loss": 0.0329, "step": 127 }, { "epoch": 2.56, "grad_norm": 0.007716234019586476, "learning_rate": 5.128623452129508e-06, "loss": 0.0342, "step": 128 }, { "epoch": 2.58, "grad_norm": 0.008189631539331816, "learning_rate": 4.6820962856429205e-06, "loss": 0.0311, "step": 129 }, { "epoch": 2.6, "grad_norm": 0.007087740454390236, "learning_rate": 4.254694387063514e-06, "loss": 0.034, "step": 130 }, { "epoch": 2.62, "grad_norm": 0.007106776792416499, "learning_rate": 3.846649202059181e-06, "loss": 0.0316, "step": 131 }, { "epoch": 2.64, "grad_norm": 0.008259208370442899, "learning_rate": 3.458181694295961e-06, "loss": 0.0332, "step": 132 }, { "epoch": 2.66, "grad_norm": 0.007669543692492833, "learning_rate": 3.0895022257823083e-06, "loss": 0.0307, "step": 133 }, { "epoch": 2.68, "grad_norm": 0.00846595852854611, "learning_rate": 2.7408104429543025e-06, "loss": 0.0304, "step": 134 }, { "epoch": 2.7, "grad_norm": 0.008381316323924064, "learning_rate": 2.4122951685636674e-06, "loss": 0.0299, "step": 135 }, { "epoch": 2.7199999999999998, "grad_norm": 0.007411309551930072, "learning_rate": 2.104134299426832e-06, "loss": 0.0389, "step": 136 }, { "epoch": 2.74, "grad_norm": 0.007590089038013297, "learning_rate": 1.8164947100907238e-06, "loss": 0.0303, "step": 137 }, { "epoch": 2.76, "grad_norm": 0.007570178082154396, "learning_rate": 1.5495321624672443e-06, "loss": 0.0309, "step": 138 }, { "epoch": 2.7800000000000002, "grad_norm": 0.00801720138823183, "learning_rate": 1.3033912214854482e-06, "loss": 0.0363, "step": 139 }, { "epoch": 2.8, "grad_norm": 0.009049945854210595, "learning_rate": 1.0782051768070477e-06, "loss": 0.0303, "step": 140 }, { "epoch": 2.82, "grad_norm": 0.007583454674338024, "learning_rate": 8.740959706477725e-07, "loss": 0.0295, "step": 141 }, { "epoch": 2.84, "grad_norm": 0.008605324416906694, "learning_rate": 6.911741317434706e-07, "loss": 0.0303, "step": 142 }, { "epoch": 2.86, "grad_norm": 0.007914830768797076, "learning_rate": 5.295387154968312e-07, "loss": 0.03, "step": 143 }, { "epoch": 2.88, "grad_norm": 0.008779478273284052, "learning_rate": 3.8927725033718553e-07, "loss": 0.0356, "step": 144 }, { "epoch": 2.9, "grad_norm": 0.0075567347706382276, "learning_rate": 2.704656903222791e-07, "loss": 0.0289, "step": 145 }, { "epoch": 2.92, "grad_norm": 0.008313652283078732, "learning_rate": 1.7316837400782604e-07, "loss": 0.0247, "step": 146 }, { "epoch": 2.94, "grad_norm": 0.007447434135329211, "learning_rate": 9.74379896070321e-08, "loss": 0.0304, "step": 147 }, { "epoch": 2.96, "grad_norm": 0.008196845998956443, "learning_rate": 4.331554645901737e-08, "loss": 0.0271, "step": 148 }, { "epoch": 2.98, "grad_norm": 0.007174897262990998, "learning_rate": 1.0830352821531442e-08, "loss": 0.0298, "step": 149 }, { "epoch": 3.0, "grad_norm": 0.008356753401373162, "learning_rate": 0.0, "loss": 0.0334, "step": 150 }, { "epoch": 3.0, "step": 150, "total_flos": 114407272677376.0, "train_loss": 0.05942371876289447, "train_runtime": 1366.5375, "train_samples_per_second": 0.878, "train_steps_per_second": 0.11 } ], "logging_steps": 1, "max_steps": 150, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": false, "should_training_stop": false }, "attributes": {} } }, "total_flos": 114407272677376.0, "train_batch_size": 1, "trial_name": null, "trial_params": null }