{ "best_metric": null, "best_model_checkpoint": null, "epoch": 4.0, "eval_steps": 500, "global_step": 2220, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.018026137899954935, "grad_norm": 13.032843589782715, "learning_rate": 4.981949458483755e-05, "loss": 0.6633, "step": 10 }, { "epoch": 0.03605227579990987, "grad_norm": 35.63669204711914, "learning_rate": 4.963898916967509e-05, "loss": 0.5651, "step": 20 }, { "epoch": 0.054078413699864804, "grad_norm": 16.95796012878418, "learning_rate": 4.945848375451264e-05, "loss": 0.5359, "step": 30 }, { "epoch": 0.07210455159981974, "grad_norm": 14.045697212219238, "learning_rate": 4.927797833935018e-05, "loss": 0.5421, "step": 40 }, { "epoch": 0.09013068949977468, "grad_norm": 43.34794235229492, "learning_rate": 4.909747292418773e-05, "loss": 0.5222, "step": 50 }, { "epoch": 0.10815682739972961, "grad_norm": 32.69561767578125, "learning_rate": 4.891696750902527e-05, "loss": 0.4589, "step": 60 }, { "epoch": 0.12618296529968454, "grad_norm": 29.39051055908203, "learning_rate": 4.873646209386282e-05, "loss": 0.4858, "step": 70 }, { "epoch": 0.14420910319963948, "grad_norm": 30.52906608581543, "learning_rate": 4.855595667870036e-05, "loss": 0.4418, "step": 80 }, { "epoch": 0.16223524109959442, "grad_norm": 15.103797912597656, "learning_rate": 4.837545126353791e-05, "loss": 0.4713, "step": 90 }, { "epoch": 0.18026137899954936, "grad_norm": 40.57420349121094, "learning_rate": 4.819494584837546e-05, "loss": 0.468, "step": 100 }, { "epoch": 0.19828751689950427, "grad_norm": 37.67963409423828, "learning_rate": 4.8014440433213e-05, "loss": 0.492, "step": 110 }, { "epoch": 0.21631365479945922, "grad_norm": 30.945823669433594, "learning_rate": 4.783393501805055e-05, "loss": 0.4633, "step": 120 }, { "epoch": 0.23433979269941416, "grad_norm": 40.709590911865234, "learning_rate": 4.765342960288809e-05, "loss": 0.4392, "step": 130 }, { "epoch": 0.25236593059936907, "grad_norm": 19.698150634765625, "learning_rate": 4.747292418772563e-05, "loss": 0.4707, "step": 140 }, { "epoch": 0.270392068499324, "grad_norm": 21.289947509765625, "learning_rate": 4.7292418772563177e-05, "loss": 0.4576, "step": 150 }, { "epoch": 0.28841820639927895, "grad_norm": 26.911935806274414, "learning_rate": 4.711191335740072e-05, "loss": 0.4583, "step": 160 }, { "epoch": 0.3064443442992339, "grad_norm": 19.308853149414062, "learning_rate": 4.693140794223827e-05, "loss": 0.4937, "step": 170 }, { "epoch": 0.32447048219918884, "grad_norm": 34.61503219604492, "learning_rate": 4.675090252707581e-05, "loss": 0.4836, "step": 180 }, { "epoch": 0.3424966200991438, "grad_norm": 16.551424026489258, "learning_rate": 4.657039711191336e-05, "loss": 0.4919, "step": 190 }, { "epoch": 0.3605227579990987, "grad_norm": 16.011377334594727, "learning_rate": 4.63898916967509e-05, "loss": 0.4518, "step": 200 }, { "epoch": 0.3785488958990536, "grad_norm": 22.71525764465332, "learning_rate": 4.620938628158845e-05, "loss": 0.4221, "step": 210 }, { "epoch": 0.39657503379900855, "grad_norm": 22.2515811920166, "learning_rate": 4.602888086642599e-05, "loss": 0.4286, "step": 220 }, { "epoch": 0.4146011716989635, "grad_norm": 18.233482360839844, "learning_rate": 4.584837545126354e-05, "loss": 0.4442, "step": 230 }, { "epoch": 0.43262730959891843, "grad_norm": 33.190948486328125, "learning_rate": 4.566787003610109e-05, "loss": 0.4584, "step": 240 }, { "epoch": 0.45065344749887337, "grad_norm": 29.945205688476562, "learning_rate": 4.548736462093863e-05, "loss": 0.4339, "step": 250 }, { "epoch": 0.4686795853988283, "grad_norm": 17.004419326782227, "learning_rate": 4.530685920577618e-05, "loss": 0.4504, "step": 260 }, { "epoch": 0.48670572329878325, "grad_norm": 23.36432647705078, "learning_rate": 4.5126353790613716e-05, "loss": 0.4405, "step": 270 }, { "epoch": 0.5047318611987381, "grad_norm": 29.156505584716797, "learning_rate": 4.494584837545127e-05, "loss": 0.4319, "step": 280 }, { "epoch": 0.5227579990986931, "grad_norm": 16.330259323120117, "learning_rate": 4.4765342960288806e-05, "loss": 0.453, "step": 290 }, { "epoch": 0.540784136998648, "grad_norm": 21.66246223449707, "learning_rate": 4.458483754512636e-05, "loss": 0.416, "step": 300 }, { "epoch": 0.558810274898603, "grad_norm": 22.177268981933594, "learning_rate": 4.44043321299639e-05, "loss": 0.4456, "step": 310 }, { "epoch": 0.5768364127985579, "grad_norm": 38.450069427490234, "learning_rate": 4.422382671480145e-05, "loss": 0.4216, "step": 320 }, { "epoch": 0.5948625506985128, "grad_norm": 28.213655471801758, "learning_rate": 4.404332129963899e-05, "loss": 0.4392, "step": 330 }, { "epoch": 0.6128886885984678, "grad_norm": 19.354459762573242, "learning_rate": 4.386281588447654e-05, "loss": 0.4303, "step": 340 }, { "epoch": 0.6309148264984227, "grad_norm": 20.212663650512695, "learning_rate": 4.368231046931408e-05, "loss": 0.4426, "step": 350 }, { "epoch": 0.6489409643983777, "grad_norm": 34.96459197998047, "learning_rate": 4.350180505415163e-05, "loss": 0.4146, "step": 360 }, { "epoch": 0.6669671022983326, "grad_norm": 17.65025520324707, "learning_rate": 4.332129963898917e-05, "loss": 0.4506, "step": 370 }, { "epoch": 0.6849932401982876, "grad_norm": 18.796554565429688, "learning_rate": 4.314079422382672e-05, "loss": 0.3765, "step": 380 }, { "epoch": 0.7030193780982424, "grad_norm": 21.690357208251953, "learning_rate": 4.296028880866426e-05, "loss": 0.4158, "step": 390 }, { "epoch": 0.7210455159981974, "grad_norm": 39.8782844543457, "learning_rate": 4.277978339350181e-05, "loss": 0.4602, "step": 400 }, { "epoch": 0.7390716538981523, "grad_norm": 26.3798885345459, "learning_rate": 4.259927797833935e-05, "loss": 0.4512, "step": 410 }, { "epoch": 0.7570977917981072, "grad_norm": 18.073617935180664, "learning_rate": 4.24187725631769e-05, "loss": 0.4347, "step": 420 }, { "epoch": 0.7751239296980622, "grad_norm": 30.09633445739746, "learning_rate": 4.223826714801444e-05, "loss": 0.3858, "step": 430 }, { "epoch": 0.7931500675980171, "grad_norm": 17.02672576904297, "learning_rate": 4.205776173285199e-05, "loss": 0.4815, "step": 440 }, { "epoch": 0.8111762054979721, "grad_norm": 19.149808883666992, "learning_rate": 4.187725631768953e-05, "loss": 0.4196, "step": 450 }, { "epoch": 0.829202343397927, "grad_norm": 28.140705108642578, "learning_rate": 4.169675090252708e-05, "loss": 0.4085, "step": 460 }, { "epoch": 0.847228481297882, "grad_norm": 21.819814682006836, "learning_rate": 4.151624548736462e-05, "loss": 0.3986, "step": 470 }, { "epoch": 0.8652546191978369, "grad_norm": 15.050581932067871, "learning_rate": 4.1335740072202167e-05, "loss": 0.4267, "step": 480 }, { "epoch": 0.8832807570977917, "grad_norm": 14.929478645324707, "learning_rate": 4.115523465703972e-05, "loss": 0.4315, "step": 490 }, { "epoch": 0.9013068949977467, "grad_norm": 20.087432861328125, "learning_rate": 4.0974729241877256e-05, "loss": 0.3886, "step": 500 }, { "epoch": 0.9193330328977016, "grad_norm": 32.96128463745117, "learning_rate": 4.079422382671481e-05, "loss": 0.4046, "step": 510 }, { "epoch": 0.9373591707976566, "grad_norm": 19.673940658569336, "learning_rate": 4.0613718411552346e-05, "loss": 0.4127, "step": 520 }, { "epoch": 0.9553853086976115, "grad_norm": 16.12790298461914, "learning_rate": 4.043321299638989e-05, "loss": 0.4227, "step": 530 }, { "epoch": 0.9734114465975665, "grad_norm": 20.4881649017334, "learning_rate": 4.0252707581227436e-05, "loss": 0.4223, "step": 540 }, { "epoch": 0.9914375844975214, "grad_norm": 17.96915054321289, "learning_rate": 4.007220216606498e-05, "loss": 0.395, "step": 550 }, { "epoch": 1.0, "eval_f1": 0.8363481591828048, "eval_fn": 322, "eval_fp": 447, "eval_loss": 0.372616171836853, "eval_precision": 0.8146766169154229, "eval_recall": 0.8592041976388282, "eval_runtime": 12.0589, "eval_samples_per_second": 387.513, "eval_steps_per_second": 48.512, "eval_tn": 1939, "eval_tp": 1965, "step": 555 }, { "epoch": 1.0090130689499774, "grad_norm": 16.42650604248047, "learning_rate": 3.989169675090253e-05, "loss": 0.3725, "step": 560 }, { "epoch": 1.0270392068499323, "grad_norm": 14.740382194519043, "learning_rate": 3.971119133574007e-05, "loss": 0.3028, "step": 570 }, { "epoch": 1.0450653447498874, "grad_norm": 21.919588088989258, "learning_rate": 3.953068592057762e-05, "loss": 0.3371, "step": 580 }, { "epoch": 1.0630914826498423, "grad_norm": 23.157644271850586, "learning_rate": 3.935018050541516e-05, "loss": 0.3098, "step": 590 }, { "epoch": 1.0811176205497972, "grad_norm": 19.175317764282227, "learning_rate": 3.916967509025271e-05, "loss": 0.3394, "step": 600 }, { "epoch": 1.099143758449752, "grad_norm": 24.65229034423828, "learning_rate": 3.898916967509025e-05, "loss": 0.3204, "step": 610 }, { "epoch": 1.117169896349707, "grad_norm": 20.54008674621582, "learning_rate": 3.88086642599278e-05, "loss": 0.2994, "step": 620 }, { "epoch": 1.135196034249662, "grad_norm": 24.291664123535156, "learning_rate": 3.862815884476535e-05, "loss": 0.3038, "step": 630 }, { "epoch": 1.153222172149617, "grad_norm": 21.287853240966797, "learning_rate": 3.844765342960289e-05, "loss": 0.3118, "step": 640 }, { "epoch": 1.1712483100495719, "grad_norm": 19.468006134033203, "learning_rate": 3.826714801444044e-05, "loss": 0.2484, "step": 650 }, { "epoch": 1.1892744479495267, "grad_norm": 26.11173439025879, "learning_rate": 3.8086642599277976e-05, "loss": 0.308, "step": 660 }, { "epoch": 1.2073005858494819, "grad_norm": 24.100196838378906, "learning_rate": 3.790613718411553e-05, "loss": 0.3032, "step": 670 }, { "epoch": 1.2253267237494367, "grad_norm": 23.543447494506836, "learning_rate": 3.7725631768953066e-05, "loss": 0.2704, "step": 680 }, { "epoch": 1.2433528616493916, "grad_norm": 34.42282485961914, "learning_rate": 3.754512635379062e-05, "loss": 0.3207, "step": 690 }, { "epoch": 1.2613789995493465, "grad_norm": 52.59242630004883, "learning_rate": 3.7364620938628155e-05, "loss": 0.303, "step": 700 }, { "epoch": 1.2794051374493014, "grad_norm": 28.380693435668945, "learning_rate": 3.718411552346571e-05, "loss": 0.2782, "step": 710 }, { "epoch": 1.2974312753492563, "grad_norm": 30.861343383789062, "learning_rate": 3.700361010830325e-05, "loss": 0.3218, "step": 720 }, { "epoch": 1.3154574132492114, "grad_norm": 24.913606643676758, "learning_rate": 3.68231046931408e-05, "loss": 0.2904, "step": 730 }, { "epoch": 1.3334835511491663, "grad_norm": 32.816200256347656, "learning_rate": 3.664259927797834e-05, "loss": 0.31, "step": 740 }, { "epoch": 1.3515096890491212, "grad_norm": 21.931764602661133, "learning_rate": 3.646209386281589e-05, "loss": 0.2986, "step": 750 }, { "epoch": 1.3695358269490763, "grad_norm": 18.701095581054688, "learning_rate": 3.628158844765343e-05, "loss": 0.2841, "step": 760 }, { "epoch": 1.3875619648490312, "grad_norm": 18.000774383544922, "learning_rate": 3.610108303249098e-05, "loss": 0.3354, "step": 770 }, { "epoch": 1.405588102748986, "grad_norm": 37.74651336669922, "learning_rate": 3.592057761732852e-05, "loss": 0.3101, "step": 780 }, { "epoch": 1.423614240648941, "grad_norm": 20.058916091918945, "learning_rate": 3.574007220216607e-05, "loss": 0.3324, "step": 790 }, { "epoch": 1.4416403785488958, "grad_norm": 25.672412872314453, "learning_rate": 3.555956678700361e-05, "loss": 0.2853, "step": 800 }, { "epoch": 1.4596665164488507, "grad_norm": 25.06855010986328, "learning_rate": 3.537906137184116e-05, "loss": 0.2913, "step": 810 }, { "epoch": 1.4776926543488058, "grad_norm": 28.99418067932129, "learning_rate": 3.51985559566787e-05, "loss": 0.3055, "step": 820 }, { "epoch": 1.4957187922487607, "grad_norm": 31.89482307434082, "learning_rate": 3.5018050541516247e-05, "loss": 0.3102, "step": 830 }, { "epoch": 1.5137449301487156, "grad_norm": 19.116968154907227, "learning_rate": 3.483754512635379e-05, "loss": 0.3079, "step": 840 }, { "epoch": 1.5317710680486707, "grad_norm": 17.446434020996094, "learning_rate": 3.4657039711191336e-05, "loss": 0.2972, "step": 850 }, { "epoch": 1.5497972059486256, "grad_norm": 24.87527847290039, "learning_rate": 3.447653429602888e-05, "loss": 0.3148, "step": 860 }, { "epoch": 1.5678233438485805, "grad_norm": 27.43445587158203, "learning_rate": 3.4296028880866426e-05, "loss": 0.3321, "step": 870 }, { "epoch": 1.5858494817485354, "grad_norm": 29.606460571289062, "learning_rate": 3.411552346570397e-05, "loss": 0.3132, "step": 880 }, { "epoch": 1.6038756196484902, "grad_norm": 26.478710174560547, "learning_rate": 3.3935018050541516e-05, "loss": 0.2844, "step": 890 }, { "epoch": 1.6219017575484451, "grad_norm": 39.11272048950195, "learning_rate": 3.375451263537907e-05, "loss": 0.3578, "step": 900 }, { "epoch": 1.6399278954484002, "grad_norm": 25.545093536376953, "learning_rate": 3.3574007220216606e-05, "loss": 0.2977, "step": 910 }, { "epoch": 1.6579540333483551, "grad_norm": 32.68045425415039, "learning_rate": 3.339350180505416e-05, "loss": 0.2662, "step": 920 }, { "epoch": 1.67598017124831, "grad_norm": 21.527555465698242, "learning_rate": 3.3212996389891696e-05, "loss": 0.3121, "step": 930 }, { "epoch": 1.694006309148265, "grad_norm": 25.452423095703125, "learning_rate": 3.303249097472924e-05, "loss": 0.3243, "step": 940 }, { "epoch": 1.71203244704822, "grad_norm": 36.91832733154297, "learning_rate": 3.2851985559566786e-05, "loss": 0.3199, "step": 950 }, { "epoch": 1.7300585849481749, "grad_norm": 29.058032989501953, "learning_rate": 3.267148014440433e-05, "loss": 0.2745, "step": 960 }, { "epoch": 1.7480847228481298, "grad_norm": 34.39455032348633, "learning_rate": 3.249097472924188e-05, "loss": 0.294, "step": 970 }, { "epoch": 1.7661108607480847, "grad_norm": 32.51374053955078, "learning_rate": 3.231046931407942e-05, "loss": 0.2994, "step": 980 }, { "epoch": 1.7841369986480395, "grad_norm": 22.213062286376953, "learning_rate": 3.212996389891697e-05, "loss": 0.3296, "step": 990 }, { "epoch": 1.8021631365479944, "grad_norm": 26.40260887145996, "learning_rate": 3.194945848375451e-05, "loss": 0.2876, "step": 1000 }, { "epoch": 1.8201892744479495, "grad_norm": 26.672101974487305, "learning_rate": 3.176895306859206e-05, "loss": 0.3172, "step": 1010 }, { "epoch": 1.8382154123479044, "grad_norm": 20.305883407592773, "learning_rate": 3.15884476534296e-05, "loss": 0.3199, "step": 1020 }, { "epoch": 1.8562415502478595, "grad_norm": 33.50856018066406, "learning_rate": 3.140794223826715e-05, "loss": 0.2886, "step": 1030 }, { "epoch": 1.8742676881478144, "grad_norm": 38.9220085144043, "learning_rate": 3.12274368231047e-05, "loss": 0.3198, "step": 1040 }, { "epoch": 1.8922938260477693, "grad_norm": 31.592369079589844, "learning_rate": 3.104693140794224e-05, "loss": 0.3174, "step": 1050 }, { "epoch": 1.9103199639477242, "grad_norm": 23.867713928222656, "learning_rate": 3.086642599277979e-05, "loss": 0.2686, "step": 1060 }, { "epoch": 1.928346101847679, "grad_norm": 30.095354080200195, "learning_rate": 3.0685920577617325e-05, "loss": 0.2915, "step": 1070 }, { "epoch": 1.946372239747634, "grad_norm": 21.510950088500977, "learning_rate": 3.0505415162454877e-05, "loss": 0.3328, "step": 1080 }, { "epoch": 1.9643983776475888, "grad_norm": 25.863767623901367, "learning_rate": 3.032490974729242e-05, "loss": 0.3207, "step": 1090 }, { "epoch": 1.982424515547544, "grad_norm": 28.48052978515625, "learning_rate": 3.0144404332129967e-05, "loss": 0.3221, "step": 1100 }, { "epoch": 2.0, "grad_norm": 29.120187759399414, "learning_rate": 2.996389891696751e-05, "loss": 0.2667, "step": 1110 }, { "epoch": 2.0, "eval_f1": 0.8394543546694648, "eval_fn": 287, "eval_fp": 478, "eval_loss": 0.3905850350856781, "eval_precision": 0.8071025020177562, "eval_recall": 0.8745080891998251, "eval_runtime": 17.6994, "eval_samples_per_second": 264.02, "eval_steps_per_second": 33.052, "eval_tn": 1908, "eval_tp": 2000, "step": 1110 }, { "epoch": 2.018026137899955, "grad_norm": 17.400802612304688, "learning_rate": 2.9783393501805057e-05, "loss": 0.1682, "step": 1120 }, { "epoch": 2.0360522757999098, "grad_norm": 18.69659423828125, "learning_rate": 2.9602888086642598e-05, "loss": 0.1222, "step": 1130 }, { "epoch": 2.0540784136998647, "grad_norm": 50.107913970947266, "learning_rate": 2.9422382671480147e-05, "loss": 0.1668, "step": 1140 }, { "epoch": 2.0721045515998195, "grad_norm": 46.38024139404297, "learning_rate": 2.924187725631769e-05, "loss": 0.1498, "step": 1150 }, { "epoch": 2.090130689499775, "grad_norm": 25.969005584716797, "learning_rate": 2.906137184115524e-05, "loss": 0.159, "step": 1160 }, { "epoch": 2.1081568273997298, "grad_norm": 39.98933792114258, "learning_rate": 2.888086642599278e-05, "loss": 0.1309, "step": 1170 }, { "epoch": 2.1261829652996846, "grad_norm": 52.10431671142578, "learning_rate": 2.870036101083033e-05, "loss": 0.1667, "step": 1180 }, { "epoch": 2.1442091031996395, "grad_norm": 40.3720703125, "learning_rate": 2.851985559566787e-05, "loss": 0.1893, "step": 1190 }, { "epoch": 2.1622352410995944, "grad_norm": 38.03019332885742, "learning_rate": 2.8339350180505413e-05, "loss": 0.1565, "step": 1200 }, { "epoch": 2.1802613789995493, "grad_norm": 45.700809478759766, "learning_rate": 2.815884476534296e-05, "loss": 0.1461, "step": 1210 }, { "epoch": 2.198287516899504, "grad_norm": 37.712379455566406, "learning_rate": 2.7978339350180506e-05, "loss": 0.1561, "step": 1220 }, { "epoch": 2.216313654799459, "grad_norm": 33.16317367553711, "learning_rate": 2.779783393501805e-05, "loss": 0.1484, "step": 1230 }, { "epoch": 2.234339792699414, "grad_norm": 19.943294525146484, "learning_rate": 2.7617328519855596e-05, "loss": 0.1659, "step": 1240 }, { "epoch": 2.2523659305993693, "grad_norm": 20.473445892333984, "learning_rate": 2.7436823104693144e-05, "loss": 0.1515, "step": 1250 }, { "epoch": 2.270392068499324, "grad_norm": 38.28823471069336, "learning_rate": 2.7256317689530686e-05, "loss": 0.1856, "step": 1260 }, { "epoch": 2.288418206399279, "grad_norm": 17.913368225097656, "learning_rate": 2.7075812274368234e-05, "loss": 0.1326, "step": 1270 }, { "epoch": 2.306444344299234, "grad_norm": 20.06118392944336, "learning_rate": 2.6895306859205776e-05, "loss": 0.1426, "step": 1280 }, { "epoch": 2.324470482199189, "grad_norm": 30.24198341369629, "learning_rate": 2.6714801444043324e-05, "loss": 0.1237, "step": 1290 }, { "epoch": 2.3424966200991437, "grad_norm": 25.373851776123047, "learning_rate": 2.6534296028880866e-05, "loss": 0.1321, "step": 1300 }, { "epoch": 2.3605227579990986, "grad_norm": 61.367210388183594, "learning_rate": 2.6353790613718414e-05, "loss": 0.1628, "step": 1310 }, { "epoch": 2.3785488958990535, "grad_norm": 41.69776916503906, "learning_rate": 2.617328519855596e-05, "loss": 0.1245, "step": 1320 }, { "epoch": 2.3965750337990084, "grad_norm": 42.08649826049805, "learning_rate": 2.59927797833935e-05, "loss": 0.1612, "step": 1330 }, { "epoch": 2.4146011716989637, "grad_norm": 22.838258743286133, "learning_rate": 2.581227436823105e-05, "loss": 0.1373, "step": 1340 }, { "epoch": 2.4326273095989186, "grad_norm": 52.76067352294922, "learning_rate": 2.563176895306859e-05, "loss": 0.1511, "step": 1350 }, { "epoch": 2.4506534474988735, "grad_norm": 50.871219635009766, "learning_rate": 2.545126353790614e-05, "loss": 0.1777, "step": 1360 }, { "epoch": 2.4686795853988284, "grad_norm": 19.779335021972656, "learning_rate": 2.527075812274368e-05, "loss": 0.1778, "step": 1370 }, { "epoch": 2.4867057232987833, "grad_norm": 40.787845611572266, "learning_rate": 2.509025270758123e-05, "loss": 0.1433, "step": 1380 }, { "epoch": 2.504731861198738, "grad_norm": 39.423404693603516, "learning_rate": 2.4909747292418774e-05, "loss": 0.1372, "step": 1390 }, { "epoch": 2.522757999098693, "grad_norm": 46.86770248413086, "learning_rate": 2.472924187725632e-05, "loss": 0.2135, "step": 1400 }, { "epoch": 2.540784136998648, "grad_norm": 17.858736038208008, "learning_rate": 2.4548736462093864e-05, "loss": 0.1631, "step": 1410 }, { "epoch": 2.558810274898603, "grad_norm": 36.45213317871094, "learning_rate": 2.436823104693141e-05, "loss": 0.1753, "step": 1420 }, { "epoch": 2.576836412798558, "grad_norm": 51.208805084228516, "learning_rate": 2.4187725631768953e-05, "loss": 0.1722, "step": 1430 }, { "epoch": 2.5948625506985126, "grad_norm": 20.30636978149414, "learning_rate": 2.40072202166065e-05, "loss": 0.1516, "step": 1440 }, { "epoch": 2.612888688598468, "grad_norm": 57.81936264038086, "learning_rate": 2.3826714801444043e-05, "loss": 0.1488, "step": 1450 }, { "epoch": 2.630914826498423, "grad_norm": 33.060733795166016, "learning_rate": 2.3646209386281588e-05, "loss": 0.1625, "step": 1460 }, { "epoch": 2.6489409643983777, "grad_norm": 54.26327133178711, "learning_rate": 2.3465703971119137e-05, "loss": 0.1771, "step": 1470 }, { "epoch": 2.6669671022983326, "grad_norm": 25.87835693359375, "learning_rate": 2.328519855595668e-05, "loss": 0.191, "step": 1480 }, { "epoch": 2.6849932401982874, "grad_norm": 34.679718017578125, "learning_rate": 2.3104693140794227e-05, "loss": 0.138, "step": 1490 }, { "epoch": 2.7030193780982423, "grad_norm": 44.00432205200195, "learning_rate": 2.292418772563177e-05, "loss": 0.1652, "step": 1500 }, { "epoch": 2.721045515998197, "grad_norm": 11.452496528625488, "learning_rate": 2.2743682310469316e-05, "loss": 0.1457, "step": 1510 }, { "epoch": 2.7390716538981525, "grad_norm": 34.115055084228516, "learning_rate": 2.2563176895306858e-05, "loss": 0.1607, "step": 1520 }, { "epoch": 2.757097791798107, "grad_norm": 37.13041305541992, "learning_rate": 2.2382671480144403e-05, "loss": 0.1519, "step": 1530 }, { "epoch": 2.7751239296980623, "grad_norm": 49.859092712402344, "learning_rate": 2.220216606498195e-05, "loss": 0.1842, "step": 1540 }, { "epoch": 2.793150067598017, "grad_norm": 20.27824592590332, "learning_rate": 2.2021660649819496e-05, "loss": 0.1352, "step": 1550 }, { "epoch": 2.811176205497972, "grad_norm": 54.31693649291992, "learning_rate": 2.184115523465704e-05, "loss": 0.2065, "step": 1560 }, { "epoch": 2.829202343397927, "grad_norm": 53.624446868896484, "learning_rate": 2.1660649819494586e-05, "loss": 0.167, "step": 1570 }, { "epoch": 2.847228481297882, "grad_norm": 22.161457061767578, "learning_rate": 2.148014440433213e-05, "loss": 0.1425, "step": 1580 }, { "epoch": 2.8652546191978367, "grad_norm": 27.219818115234375, "learning_rate": 2.1299638989169676e-05, "loss": 0.2153, "step": 1590 }, { "epoch": 2.8832807570977916, "grad_norm": 32.98075866699219, "learning_rate": 2.111913357400722e-05, "loss": 0.1473, "step": 1600 }, { "epoch": 2.901306894997747, "grad_norm": 71.80169677734375, "learning_rate": 2.0938628158844766e-05, "loss": 0.1333, "step": 1610 }, { "epoch": 2.9193330328977014, "grad_norm": 45.45034408569336, "learning_rate": 2.075812274368231e-05, "loss": 0.1525, "step": 1620 }, { "epoch": 2.9373591707976567, "grad_norm": 36.39427185058594, "learning_rate": 2.057761732851986e-05, "loss": 0.1315, "step": 1630 }, { "epoch": 2.9553853086976116, "grad_norm": 36.360191345214844, "learning_rate": 2.0397111913357404e-05, "loss": 0.1497, "step": 1640 }, { "epoch": 2.9734114465975665, "grad_norm": 45.537322998046875, "learning_rate": 2.0216606498194946e-05, "loss": 0.1357, "step": 1650 }, { "epoch": 2.9914375844975214, "grad_norm": 22.563854217529297, "learning_rate": 2.003610108303249e-05, "loss": 0.166, "step": 1660 }, { "epoch": 3.0, "eval_f1": 0.82996632996633, "eval_fn": 315, "eval_fp": 493, "eval_loss": 0.5492772459983826, "eval_precision": 0.8, "eval_recall": 0.8622649759510276, "eval_runtime": 12.9988, "eval_samples_per_second": 359.495, "eval_steps_per_second": 45.004, "eval_tn": 1893, "eval_tp": 1972, "step": 1665 }, { "epoch": 3.0090130689499777, "grad_norm": 7.169532299041748, "learning_rate": 1.9855595667870036e-05, "loss": 0.1283, "step": 1670 }, { "epoch": 3.0270392068499326, "grad_norm": 53.082916259765625, "learning_rate": 1.967509025270758e-05, "loss": 0.0816, "step": 1680 }, { "epoch": 3.0450653447498874, "grad_norm": 47.888553619384766, "learning_rate": 1.9494584837545125e-05, "loss": 0.0742, "step": 1690 }, { "epoch": 3.0630914826498423, "grad_norm": 54.369449615478516, "learning_rate": 1.9314079422382674e-05, "loss": 0.0728, "step": 1700 }, { "epoch": 3.081117620549797, "grad_norm": 7.978189945220947, "learning_rate": 1.913357400722022e-05, "loss": 0.0702, "step": 1710 }, { "epoch": 3.099143758449752, "grad_norm": 30.30511474609375, "learning_rate": 1.8953068592057764e-05, "loss": 0.065, "step": 1720 }, { "epoch": 3.117169896349707, "grad_norm": 15.761763572692871, "learning_rate": 1.877256317689531e-05, "loss": 0.0573, "step": 1730 }, { "epoch": 3.135196034249662, "grad_norm": 47.82561492919922, "learning_rate": 1.8592057761732854e-05, "loss": 0.0842, "step": 1740 }, { "epoch": 3.1532221721496168, "grad_norm": 35.642642974853516, "learning_rate": 1.84115523465704e-05, "loss": 0.0745, "step": 1750 }, { "epoch": 3.171248310049572, "grad_norm": 27.68004608154297, "learning_rate": 1.8231046931407943e-05, "loss": 0.0743, "step": 1760 }, { "epoch": 3.189274447949527, "grad_norm": 16.700593948364258, "learning_rate": 1.805054151624549e-05, "loss": 0.061, "step": 1770 }, { "epoch": 3.207300585849482, "grad_norm": 8.846168518066406, "learning_rate": 1.7870036101083033e-05, "loss": 0.0581, "step": 1780 }, { "epoch": 3.2253267237494367, "grad_norm": 38.31391143798828, "learning_rate": 1.768953068592058e-05, "loss": 0.1093, "step": 1790 }, { "epoch": 3.2433528616493916, "grad_norm": 39.713565826416016, "learning_rate": 1.7509025270758123e-05, "loss": 0.0859, "step": 1800 }, { "epoch": 3.2613789995493465, "grad_norm": 51.820274353027344, "learning_rate": 1.7328519855595668e-05, "loss": 0.0768, "step": 1810 }, { "epoch": 3.2794051374493014, "grad_norm": 64.148681640625, "learning_rate": 1.7148014440433213e-05, "loss": 0.0688, "step": 1820 }, { "epoch": 3.2974312753492563, "grad_norm": 42.258243560791016, "learning_rate": 1.6967509025270758e-05, "loss": 0.0787, "step": 1830 }, { "epoch": 3.315457413249211, "grad_norm": 7.588295936584473, "learning_rate": 1.6787003610108303e-05, "loss": 0.0516, "step": 1840 }, { "epoch": 3.3334835511491665, "grad_norm": 61.41086196899414, "learning_rate": 1.6606498194945848e-05, "loss": 0.0759, "step": 1850 }, { "epoch": 3.3515096890491214, "grad_norm": 2.3156187534332275, "learning_rate": 1.6425992779783393e-05, "loss": 0.0649, "step": 1860 }, { "epoch": 3.3695358269490763, "grad_norm": 37.482566833496094, "learning_rate": 1.624548736462094e-05, "loss": 0.0882, "step": 1870 }, { "epoch": 3.387561964849031, "grad_norm": 73.03086853027344, "learning_rate": 1.6064981949458486e-05, "loss": 0.0588, "step": 1880 }, { "epoch": 3.405588102748986, "grad_norm": 66.03443908691406, "learning_rate": 1.588447653429603e-05, "loss": 0.0786, "step": 1890 }, { "epoch": 3.423614240648941, "grad_norm": 85.51991271972656, "learning_rate": 1.5703971119133576e-05, "loss": 0.1056, "step": 1900 }, { "epoch": 3.441640378548896, "grad_norm": 146.41830444335938, "learning_rate": 1.552346570397112e-05, "loss": 0.0603, "step": 1910 }, { "epoch": 3.4596665164488507, "grad_norm": 10.789298057556152, "learning_rate": 1.5342960288808663e-05, "loss": 0.081, "step": 1920 }, { "epoch": 3.4776926543488056, "grad_norm": 55.54345703125, "learning_rate": 1.516245487364621e-05, "loss": 0.0884, "step": 1930 }, { "epoch": 3.495718792248761, "grad_norm": 11.078765869140625, "learning_rate": 1.4981949458483754e-05, "loss": 0.0609, "step": 1940 }, { "epoch": 3.5137449301487154, "grad_norm": 67.22940063476562, "learning_rate": 1.4801444043321299e-05, "loss": 0.0923, "step": 1950 }, { "epoch": 3.5317710680486707, "grad_norm": 21.463754653930664, "learning_rate": 1.4620938628158846e-05, "loss": 0.0784, "step": 1960 }, { "epoch": 3.5497972059486256, "grad_norm": 46.619197845458984, "learning_rate": 1.444043321299639e-05, "loss": 0.0557, "step": 1970 }, { "epoch": 3.5678233438485805, "grad_norm": 38.9202766418457, "learning_rate": 1.4259927797833936e-05, "loss": 0.0773, "step": 1980 }, { "epoch": 3.5858494817485354, "grad_norm": 75.98242950439453, "learning_rate": 1.407942238267148e-05, "loss": 0.0704, "step": 1990 }, { "epoch": 3.6038756196484902, "grad_norm": 21.9030818939209, "learning_rate": 1.3898916967509026e-05, "loss": 0.0917, "step": 2000 }, { "epoch": 3.621901757548445, "grad_norm": 39.96767807006836, "learning_rate": 1.3718411552346572e-05, "loss": 0.0596, "step": 2010 }, { "epoch": 3.6399278954484, "grad_norm": 34.662776947021484, "learning_rate": 1.3537906137184117e-05, "loss": 0.0943, "step": 2020 }, { "epoch": 3.6579540333483553, "grad_norm": 83.10199737548828, "learning_rate": 1.3357400722021662e-05, "loss": 0.0836, "step": 2030 }, { "epoch": 3.67598017124831, "grad_norm": 43.2503662109375, "learning_rate": 1.3176895306859207e-05, "loss": 0.0706, "step": 2040 }, { "epoch": 3.694006309148265, "grad_norm": 29.68882942199707, "learning_rate": 1.299638989169675e-05, "loss": 0.0795, "step": 2050 }, { "epoch": 3.71203244704822, "grad_norm": 29.66282844543457, "learning_rate": 1.2815884476534295e-05, "loss": 0.0581, "step": 2060 }, { "epoch": 3.730058584948175, "grad_norm": 44.41033935546875, "learning_rate": 1.263537906137184e-05, "loss": 0.0801, "step": 2070 }, { "epoch": 3.7480847228481298, "grad_norm": 36.88494110107422, "learning_rate": 1.2454873646209387e-05, "loss": 0.0815, "step": 2080 }, { "epoch": 3.7661108607480847, "grad_norm": 49.79912185668945, "learning_rate": 1.2274368231046932e-05, "loss": 0.0758, "step": 2090 }, { "epoch": 3.7841369986480395, "grad_norm": 44.74293899536133, "learning_rate": 1.2093862815884477e-05, "loss": 0.0701, "step": 2100 }, { "epoch": 3.8021631365479944, "grad_norm": 19.233646392822266, "learning_rate": 1.1913357400722022e-05, "loss": 0.0836, "step": 2110 }, { "epoch": 3.8201892744479498, "grad_norm": 74.74971771240234, "learning_rate": 1.1732851985559568e-05, "loss": 0.1071, "step": 2120 }, { "epoch": 3.838215412347904, "grad_norm": 65.20303344726562, "learning_rate": 1.1552346570397113e-05, "loss": 0.0761, "step": 2130 }, { "epoch": 3.8562415502478595, "grad_norm": 67.05883026123047, "learning_rate": 1.1371841155234658e-05, "loss": 0.1228, "step": 2140 }, { "epoch": 3.8742676881478144, "grad_norm": 21.299774169921875, "learning_rate": 1.1191335740072201e-05, "loss": 0.1194, "step": 2150 }, { "epoch": 3.8922938260477693, "grad_norm": 12.536727905273438, "learning_rate": 1.1010830324909748e-05, "loss": 0.0878, "step": 2160 }, { "epoch": 3.910319963947724, "grad_norm": 75.28766632080078, "learning_rate": 1.0830324909747293e-05, "loss": 0.0555, "step": 2170 }, { "epoch": 3.928346101847679, "grad_norm": 30.614364624023438, "learning_rate": 1.0649819494584838e-05, "loss": 0.0766, "step": 2180 }, { "epoch": 3.946372239747634, "grad_norm": 62.048099517822266, "learning_rate": 1.0469314079422383e-05, "loss": 0.0459, "step": 2190 }, { "epoch": 3.964398377647589, "grad_norm": 5.321977615356445, "learning_rate": 1.028880866425993e-05, "loss": 0.0751, "step": 2200 }, { "epoch": 3.982424515547544, "grad_norm": 109.93370819091797, "learning_rate": 1.0108303249097473e-05, "loss": 0.0572, "step": 2210 }, { "epoch": 4.0, "grad_norm": 51.198822021484375, "learning_rate": 9.927797833935018e-06, "loss": 0.0649, "step": 2220 }, { "epoch": 4.0, "eval_f1": 0.8250753985351141, "eval_fn": 372, "eval_fp": 440, "eval_loss": 0.7689136266708374, "eval_precision": 0.8131634819532909, "eval_recall": 0.8373414954088325, "eval_runtime": 17.851, "eval_samples_per_second": 261.777, "eval_steps_per_second": 32.771, "eval_tn": 1946, "eval_tp": 1915, "step": 2220 } ], "logging_steps": 10, "max_steps": 2770, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.868298981900288e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }