{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 7.0, "eval_steps": 500, "global_step": 735, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.047619047619047616, "grad_norm": 3.641369581222534, "learning_rate": 2.1621621621621623e-06, "loss": 0.7903, "loss_nan_ranks": 0, "loss_rank_avg": 0.7951903343200684, "step": 5, "valid_targets_mean": 9678.3, "valid_targets_min": 1230 }, { "epoch": 0.09523809523809523, "grad_norm": 3.213757276535034, "learning_rate": 4.864864864864866e-06, "loss": 0.792, "loss_nan_ranks": 0, "loss_rank_avg": 0.7918487191200256, "step": 10, "valid_targets_mean": 10739.4, "valid_targets_min": 1620 }, { "epoch": 0.14285714285714285, "grad_norm": 1.9532331228256226, "learning_rate": 7.567567567567569e-06, "loss": 0.7561, "loss_nan_ranks": 0, "loss_rank_avg": 0.737534761428833, "step": 15, "valid_targets_mean": 9632.6, "valid_targets_min": 997 }, { "epoch": 0.19047619047619047, "grad_norm": 1.5747649669647217, "learning_rate": 1.027027027027027e-05, "loss": 0.7117, "loss_nan_ranks": 0, "loss_rank_avg": 0.6997154355049133, "step": 20, "valid_targets_mean": 11396.1, "valid_targets_min": 1117 }, { "epoch": 0.23809523809523808, "grad_norm": 1.5162792205810547, "learning_rate": 1.2972972972972975e-05, "loss": 0.7102, "loss_nan_ranks": 0, "loss_rank_avg": 0.7041388154029846, "step": 25, "valid_targets_mean": 11505.9, "valid_targets_min": 1709 }, { "epoch": 0.2857142857142857, "grad_norm": 0.9182464480400085, "learning_rate": 1.5675675675675676e-05, "loss": 0.6922, "loss_nan_ranks": 0, "loss_rank_avg": 0.6665891408920288, "step": 30, "valid_targets_mean": 10400.4, "valid_targets_min": 1638 }, { "epoch": 0.3333333333333333, "grad_norm": 0.7876750230789185, "learning_rate": 1.8378378378378383e-05, "loss": 0.6674, "loss_nan_ranks": 0, "loss_rank_avg": 0.6582701206207275, "step": 35, "valid_targets_mean": 9625.1, "valid_targets_min": 1535 }, { "epoch": 0.38095238095238093, "grad_norm": 0.635549008846283, "learning_rate": 2.1081081081081082e-05, "loss": 0.6409, "loss_nan_ranks": 0, "loss_rank_avg": 0.6444888114929199, "step": 40, "valid_targets_mean": 9969.0, "valid_targets_min": 1848 }, { "epoch": 0.42857142857142855, "grad_norm": 0.526866614818573, "learning_rate": 2.378378378378379e-05, "loss": 0.6243, "loss_nan_ranks": 0, "loss_rank_avg": 0.6020426154136658, "step": 45, "valid_targets_mean": 9944.5, "valid_targets_min": 1906 }, { "epoch": 0.47619047619047616, "grad_norm": 0.5022098422050476, "learning_rate": 2.6486486486486488e-05, "loss": 0.6094, "loss_nan_ranks": 0, "loss_rank_avg": 0.5953571796417236, "step": 50, "valid_targets_mean": 9082.6, "valid_targets_min": 310 }, { "epoch": 0.5238095238095238, "grad_norm": 0.42319613695144653, "learning_rate": 2.918918918918919e-05, "loss": 0.595, "loss_nan_ranks": 0, "loss_rank_avg": 0.5980594158172607, "step": 55, "valid_targets_mean": 10010.7, "valid_targets_min": 905 }, { "epoch": 0.5714285714285714, "grad_norm": 0.3875083327293396, "learning_rate": 3.1891891891891894e-05, "loss": 0.5787, "loss_nan_ranks": 0, "loss_rank_avg": 0.5710088610649109, "step": 60, "valid_targets_mean": 10520.5, "valid_targets_min": 1355 }, { "epoch": 0.6190476190476191, "grad_norm": 0.32117581367492676, "learning_rate": 3.45945945945946e-05, "loss": 0.57, "loss_nan_ranks": 0, "loss_rank_avg": 0.5607152581214905, "step": 65, "valid_targets_mean": 10454.9, "valid_targets_min": 1242 }, { "epoch": 0.6666666666666666, "grad_norm": 0.29642170667648315, "learning_rate": 3.72972972972973e-05, "loss": 0.5496, "loss_nan_ranks": 0, "loss_rank_avg": 0.5441405773162842, "step": 70, "valid_targets_mean": 10958.2, "valid_targets_min": 1521 }, { "epoch": 0.7142857142857143, "grad_norm": 0.3015699088573456, "learning_rate": 4e-05, "loss": 0.5439, "loss_nan_ranks": 0, "loss_rank_avg": 0.5417560338973999, "step": 75, "valid_targets_mean": 11049.0, "valid_targets_min": 2135 }, { "epoch": 0.7619047619047619, "grad_norm": 0.3483181595802307, "learning_rate": 3.999435301808432e-05, "loss": 0.5422, "loss_nan_ranks": 0, "loss_rank_avg": 0.5343438982963562, "step": 80, "valid_targets_mean": 10688.3, "valid_targets_min": 1381 }, { "epoch": 0.8095238095238095, "grad_norm": 0.32726579904556274, "learning_rate": 3.997741526117775e-05, "loss": 0.5377, "loss_nan_ranks": 0, "loss_rank_avg": 0.5393884778022766, "step": 85, "valid_targets_mean": 9839.4, "valid_targets_min": 1600 }, { "epoch": 0.8571428571428571, "grad_norm": 0.3602434992790222, "learning_rate": 3.994919629400098e-05, "loss": 0.5262, "loss_nan_ranks": 0, "loss_rank_avg": 0.5330803990364075, "step": 90, "valid_targets_mean": 10885.7, "valid_targets_min": 1392 }, { "epoch": 0.9047619047619048, "grad_norm": 0.3332975506782532, "learning_rate": 3.990971205175375e-05, "loss": 0.5127, "loss_nan_ranks": 0, "loss_rank_avg": 0.5026482939720154, "step": 95, "valid_targets_mean": 10199.3, "valid_targets_min": 1766 }, { "epoch": 0.9523809523809523, "grad_norm": 0.3280484080314636, "learning_rate": 3.985898483111624e-05, "loss": 0.5193, "loss_nan_ranks": 0, "loss_rank_avg": 0.5103785395622253, "step": 100, "valid_targets_mean": 10481.4, "valid_targets_min": 1970 }, { "epoch": 1.0, "grad_norm": 0.2986338138580322, "learning_rate": 3.979704327765823e-05, "loss": 0.5157, "loss_nan_ranks": 0, "loss_rank_avg": 0.5190891027450562, "step": 105, "valid_targets_mean": 11339.4, "valid_targets_min": 1956 }, { "epoch": 1.0476190476190477, "grad_norm": 0.3262462913990021, "learning_rate": 3.972392236966291e-05, "loss": 0.5043, "loss_nan_ranks": 0, "loss_rank_avg": 0.5045145153999329, "step": 110, "valid_targets_mean": 10657.0, "valid_targets_min": 1060 }, { "epoch": 1.0952380952380953, "grad_norm": 0.27068766951560974, "learning_rate": 3.963966339837482e-05, "loss": 0.5053, "loss_nan_ranks": 0, "loss_rank_avg": 0.4862871468067169, "step": 115, "valid_targets_mean": 8995.0, "valid_targets_min": 1323 }, { "epoch": 1.1428571428571428, "grad_norm": 0.2911800146102905, "learning_rate": 3.954431394468266e-05, "loss": 0.5014, "loss_nan_ranks": 0, "loss_rank_avg": 0.5043173432350159, "step": 120, "valid_targets_mean": 10641.8, "valid_targets_min": 1669 }, { "epoch": 1.1904761904761905, "grad_norm": 0.2995125353336334, "learning_rate": 3.943792785225049e-05, "loss": 0.5028, "loss_nan_ranks": 0, "loss_rank_avg": 0.4877793490886688, "step": 125, "valid_targets_mean": 9839.4, "valid_targets_min": 2114 }, { "epoch": 1.2380952380952381, "grad_norm": 0.31261351704597473, "learning_rate": 3.932056519711232e-05, "loss": 0.5114, "loss_nan_ranks": 0, "loss_rank_avg": 0.5172396302223206, "step": 130, "valid_targets_mean": 11658.8, "valid_targets_min": 1407 }, { "epoch": 1.2857142857142856, "grad_norm": 0.2696959674358368, "learning_rate": 3.919229225374726e-05, "loss": 0.4957, "loss_nan_ranks": 0, "loss_rank_avg": 0.4965190589427948, "step": 135, "valid_targets_mean": 10970.5, "valid_targets_min": 1465 }, { "epoch": 1.3333333333333333, "grad_norm": 0.31054753065109253, "learning_rate": 3.9053181457654465e-05, "loss": 0.5016, "loss_nan_ranks": 0, "loss_rank_avg": 0.4997459948062897, "step": 140, "valid_targets_mean": 10606.4, "valid_targets_min": 1938 }, { "epoch": 1.380952380952381, "grad_norm": 0.27902498841285706, "learning_rate": 3.89033113644489e-05, "loss": 0.4957, "loss_nan_ranks": 0, "loss_rank_avg": 0.49149760603904724, "step": 145, "valid_targets_mean": 11533.9, "valid_targets_min": 1230 }, { "epoch": 1.4285714285714286, "grad_norm": 0.25977635383605957, "learning_rate": 3.874276660550119e-05, "loss": 0.4885, "loss_nan_ranks": 0, "loss_rank_avg": 0.4768286645412445, "step": 150, "valid_targets_mean": 10470.1, "valid_targets_min": 905 }, { "epoch": 1.4761904761904763, "grad_norm": 0.24554093182086945, "learning_rate": 3.857163784014636e-05, "loss": 0.4936, "loss_nan_ranks": 0, "loss_rank_avg": 0.49420714378356934, "step": 155, "valid_targets_mean": 10378.7, "valid_targets_min": 1432 }, { "epoch": 1.5238095238095237, "grad_norm": 0.2620711326599121, "learning_rate": 3.8390021704488735e-05, "loss": 0.4908, "loss_nan_ranks": 0, "loss_rank_avg": 0.49184074997901917, "step": 160, "valid_targets_mean": 12105.0, "valid_targets_min": 2425 }, { "epoch": 1.5714285714285714, "grad_norm": 0.2703709602355957, "learning_rate": 3.8198020756831694e-05, "loss": 0.4914, "loss_nan_ranks": 0, "loss_rank_avg": 0.4979839026927948, "step": 165, "valid_targets_mean": 10409.2, "valid_targets_min": 1634 }, { "epoch": 1.619047619047619, "grad_norm": 0.2900194525718689, "learning_rate": 3.799574341976314e-05, "loss": 0.4857, "loss_nan_ranks": 0, "loss_rank_avg": 0.48033514618873596, "step": 170, "valid_targets_mean": 11115.3, "valid_targets_min": 1833 }, { "epoch": 1.6666666666666665, "grad_norm": 0.34530168771743774, "learning_rate": 3.778330391892952e-05, "loss": 0.4827, "loss_nan_ranks": 0, "loss_rank_avg": 0.45976319909095764, "step": 175, "valid_targets_mean": 9439.5, "valid_targets_min": 1920 }, { "epoch": 1.7142857142857144, "grad_norm": 0.2563239634037018, "learning_rate": 3.7560822218532774e-05, "loss": 0.4789, "loss_nan_ranks": 0, "loss_rank_avg": 0.4729023277759552, "step": 180, "valid_targets_mean": 11444.8, "valid_targets_min": 1647 }, { "epoch": 1.7619047619047619, "grad_norm": 0.2907782196998596, "learning_rate": 3.732842395358677e-05, "loss": 0.4805, "loss_nan_ranks": 0, "loss_rank_avg": 0.4829181730747223, "step": 185, "valid_targets_mean": 9770.2, "valid_targets_min": 1347 }, { "epoch": 1.8095238095238095, "grad_norm": 0.22722934186458588, "learning_rate": 3.708624035897144e-05, "loss": 0.4815, "loss_nan_ranks": 0, "loss_rank_avg": 0.4639171361923218, "step": 190, "valid_targets_mean": 10383.2, "valid_targets_min": 1135 }, { "epoch": 1.8571428571428572, "grad_norm": 0.284527063369751, "learning_rate": 3.68344081953247e-05, "loss": 0.4742, "loss_nan_ranks": 0, "loss_rank_avg": 0.48767605423927307, "step": 195, "valid_targets_mean": 10920.7, "valid_targets_min": 1687 }, { "epoch": 1.9047619047619047, "grad_norm": 0.23794886469841003, "learning_rate": 3.657306967181394e-05, "loss": 0.4801, "loss_nan_ranks": 0, "loss_rank_avg": 0.4723459482192993, "step": 200, "valid_targets_mean": 10046.9, "valid_targets_min": 309 }, { "epoch": 1.9523809523809523, "grad_norm": 0.22136229276657104, "learning_rate": 3.630237236583077e-05, "loss": 0.479, "loss_nan_ranks": 0, "loss_rank_avg": 0.4783952534198761, "step": 205, "valid_targets_mean": 10083.6, "valid_targets_min": 1075 }, { "epoch": 2.0, "grad_norm": 0.24765542149543762, "learning_rate": 3.6022469139654345e-05, "loss": 0.4772, "loss_nan_ranks": 0, "loss_rank_avg": 0.45786723494529724, "step": 210, "valid_targets_mean": 9495.5, "valid_targets_min": 2436 }, { "epoch": 2.0476190476190474, "grad_norm": 0.3153262734413147, "learning_rate": 3.57335180541303e-05, "loss": 0.4789, "loss_nan_ranks": 0, "loss_rank_avg": 0.4727652072906494, "step": 215, "valid_targets_mean": 10444.5, "valid_targets_min": 1230 }, { "epoch": 2.0952380952380953, "grad_norm": 0.2903777062892914, "learning_rate": 3.543568227941408e-05, "loss": 0.4667, "loss_nan_ranks": 0, "loss_rank_avg": 0.47414258122444153, "step": 220, "valid_targets_mean": 10215.9, "valid_targets_min": 2024 }, { "epoch": 2.142857142857143, "grad_norm": 0.24170319736003876, "learning_rate": 3.512913000282905e-05, "loss": 0.4748, "loss_nan_ranks": 0, "loss_rank_avg": 0.46666231751441956, "step": 225, "valid_targets_mean": 10772.6, "valid_targets_min": 905 }, { "epoch": 2.1904761904761907, "grad_norm": 0.24586112797260284, "learning_rate": 3.481403433389142e-05, "loss": 0.4598, "loss_nan_ranks": 0, "loss_rank_avg": 0.4405348300933838, "step": 230, "valid_targets_mean": 9798.6, "valid_targets_min": 1521 }, { "epoch": 2.238095238095238, "grad_norm": 0.22028249502182007, "learning_rate": 3.449057320655561e-05, "loss": 0.4688, "loss_nan_ranks": 0, "loss_rank_avg": 0.45091816782951355, "step": 235, "valid_targets_mean": 10118.6, "valid_targets_min": 399 }, { "epoch": 2.2857142857142856, "grad_norm": 0.22291536629199982, "learning_rate": 3.415892927873527e-05, "loss": 0.4573, "loss_nan_ranks": 0, "loss_rank_avg": 0.4677928388118744, "step": 240, "valid_targets_mean": 11213.6, "valid_targets_min": 1075 }, { "epoch": 2.3333333333333335, "grad_norm": 0.21577122807502747, "learning_rate": 3.381928982915668e-05, "loss": 0.4637, "loss_nan_ranks": 0, "loss_rank_avg": 0.457874059677124, "step": 245, "valid_targets_mean": 11213.5, "valid_targets_min": 1631 }, { "epoch": 2.380952380952381, "grad_norm": 0.24737918376922607, "learning_rate": 3.3471846651602815e-05, "loss": 0.4668, "loss_nan_ranks": 0, "loss_rank_avg": 0.45833051204681396, "step": 250, "valid_targets_mean": 9896.9, "valid_targets_min": 2060 }, { "epoch": 2.4285714285714284, "grad_norm": 0.2504478991031647, "learning_rate": 3.31167959466077e-05, "loss": 0.4772, "loss_nan_ranks": 0, "loss_rank_avg": 0.45179757475852966, "step": 255, "valid_targets_mean": 9622.8, "valid_targets_min": 1086 }, { "epoch": 2.4761904761904763, "grad_norm": 0.2547358572483063, "learning_rate": 3.275433821066237e-05, "loss": 0.4673, "loss_nan_ranks": 0, "loss_rank_avg": 0.46238890290260315, "step": 260, "valid_targets_mean": 10618.7, "valid_targets_min": 2097 }, { "epoch": 2.5238095238095237, "grad_norm": 0.23798689246177673, "learning_rate": 3.238467812299483e-05, "loss": 0.461, "loss_nan_ranks": 0, "loss_rank_avg": 0.4570256173610687, "step": 265, "valid_targets_mean": 11096.1, "valid_targets_min": 995 }, { "epoch": 2.571428571428571, "grad_norm": 0.26095888018608093, "learning_rate": 3.200802442998807e-05, "loss": 0.4723, "loss_nan_ranks": 0, "loss_rank_avg": 0.46601390838623047, "step": 270, "valid_targets_mean": 10761.1, "valid_targets_min": 1135 }, { "epoch": 2.619047619047619, "grad_norm": 0.27441200613975525, "learning_rate": 3.1624589827301395e-05, "loss": 0.4635, "loss_nan_ranks": 0, "loss_rank_avg": 0.45723530650138855, "step": 275, "valid_targets_mean": 10371.2, "valid_targets_min": 1285 }, { "epoch": 2.6666666666666665, "grad_norm": 0.23007221519947052, "learning_rate": 3.123459083976152e-05, "loss": 0.4579, "loss_nan_ranks": 0, "loss_rank_avg": 0.45222917199134827, "step": 280, "valid_targets_mean": 10307.8, "valid_targets_min": 2165 }, { "epoch": 2.7142857142857144, "grad_norm": 0.23393280804157257, "learning_rate": 3.083824769909142e-05, "loss": 0.4574, "loss_nan_ranks": 0, "loss_rank_avg": 0.44701674580574036, "step": 285, "valid_targets_mean": 9147.3, "valid_targets_min": 1563 }, { "epoch": 2.761904761904762, "grad_norm": 0.22315353155136108, "learning_rate": 3.0435784219545872e-05, "loss": 0.4529, "loss_nan_ranks": 0, "loss_rank_avg": 0.4526662826538086, "step": 290, "valid_targets_mean": 11007.2, "valid_targets_min": 2262 }, { "epoch": 2.8095238095238093, "grad_norm": 0.23970670998096466, "learning_rate": 3.0027427671523957e-05, "loss": 0.4562, "loss_nan_ranks": 0, "loss_rank_avg": 0.44976282119750977, "step": 295, "valid_targets_mean": 10453.5, "valid_targets_min": 1755 }, { "epoch": 2.857142857142857, "grad_norm": 0.20473124086856842, "learning_rate": 2.961340865322984e-05, "loss": 0.4609, "loss_nan_ranks": 0, "loss_rank_avg": 0.45694804191589355, "step": 300, "valid_targets_mean": 10648.6, "valid_targets_min": 346 }, { "epoch": 2.9047619047619047, "grad_norm": 0.2585085332393646, "learning_rate": 2.9193960960454446e-05, "loss": 0.4622, "loss_nan_ranks": 0, "loss_rank_avg": 0.4737027585506439, "step": 305, "valid_targets_mean": 10640.5, "valid_targets_min": 2157 }, { "epoch": 2.9523809523809526, "grad_norm": 0.2357761263847351, "learning_rate": 2.8769321454551327e-05, "loss": 0.4714, "loss_nan_ranks": 0, "loss_rank_avg": 0.47929224371910095, "step": 310, "valid_targets_mean": 11621.3, "valid_targets_min": 1407 }, { "epoch": 3.0, "grad_norm": 0.22410333156585693, "learning_rate": 2.833972992868154e-05, "loss": 0.4576, "loss_nan_ranks": 0, "loss_rank_avg": 0.4687689244747162, "step": 315, "valid_targets_mean": 10962.5, "valid_targets_min": 1683 }, { "epoch": 3.0476190476190474, "grad_norm": 0.2000991851091385, "learning_rate": 2.7905428972402872e-05, "loss": 0.4578, "loss_nan_ranks": 0, "loss_rank_avg": 0.466886043548584, "step": 320, "valid_targets_mean": 11016.1, "valid_targets_min": 1228 }, { "epoch": 3.0952380952380953, "grad_norm": 0.231069415807724, "learning_rate": 2.7466663834679905e-05, "loss": 0.4539, "loss_nan_ranks": 0, "loss_rank_avg": 0.4406701624393463, "step": 325, "valid_targets_mean": 9873.8, "valid_targets_min": 2059 }, { "epoch": 3.142857142857143, "grad_norm": 0.24467022716999054, "learning_rate": 2.7023682285392445e-05, "loss": 0.4529, "loss_nan_ranks": 0, "loss_rank_avg": 0.45116034150123596, "step": 330, "valid_targets_mean": 10860.0, "valid_targets_min": 1929 }, { "epoch": 3.1904761904761907, "grad_norm": 0.23421397805213928, "learning_rate": 2.657673447542028e-05, "loss": 0.4495, "loss_nan_ranks": 0, "loss_rank_avg": 0.4534952938556671, "step": 335, "valid_targets_mean": 10914.8, "valid_targets_min": 1075 }, { "epoch": 3.238095238095238, "grad_norm": 0.20964963734149933, "learning_rate": 2.6126072795383416e-05, "loss": 0.4549, "loss_nan_ranks": 0, "loss_rank_avg": 0.4569459855556488, "step": 340, "valid_targets_mean": 10480.9, "valid_targets_min": 1323 }, { "epoch": 3.2857142857142856, "grad_norm": 0.2521587312221527, "learning_rate": 2.5671951733117587e-05, "loss": 0.4528, "loss_nan_ranks": 0, "loss_rank_avg": 0.4788999557495117, "step": 345, "valid_targets_mean": 10849.1, "valid_targets_min": 1193 }, { "epoch": 3.3333333333333335, "grad_norm": 0.22168569266796112, "learning_rate": 2.5214627729965396e-05, "loss": 0.4477, "loss_nan_ranks": 0, "loss_rank_avg": 0.4305855333805084, "step": 350, "valid_targets_mean": 9888.9, "valid_targets_min": 1527 }, { "epoch": 3.380952380952381, "grad_norm": 0.20934681594371796, "learning_rate": 2.47543590359644e-05, "loss": 0.4518, "loss_nan_ranks": 0, "loss_rank_avg": 0.451143354177475, "step": 355, "valid_targets_mean": 10741.3, "valid_targets_min": 1722 }, { "epoch": 3.4285714285714284, "grad_norm": 0.21030135452747345, "learning_rate": 2.4291405564013727e-05, "loss": 0.4532, "loss_nan_ranks": 0, "loss_rank_avg": 0.4656308591365814, "step": 360, "valid_targets_mean": 10297.5, "valid_targets_min": 1197 }, { "epoch": 3.4761904761904763, "grad_norm": 0.21608564257621765, "learning_rate": 2.3826028743101763e-05, "loss": 0.4563, "loss_nan_ranks": 0, "loss_rank_avg": 0.4556739330291748, "step": 365, "valid_targets_mean": 9781.0, "valid_targets_min": 1440 }, { "epoch": 3.5238095238095237, "grad_norm": 0.21990816295146942, "learning_rate": 2.3358491370677693e-05, "loss": 0.4503, "loss_nan_ranks": 0, "loss_rank_avg": 0.43988335132598877, "step": 370, "valid_targets_mean": 9350.0, "valid_targets_min": 2125 }, { "epoch": 3.571428571428571, "grad_norm": 0.2016260176897049, "learning_rate": 2.2889057464250196e-05, "loss": 0.4465, "loss_nan_ranks": 0, "loss_rank_avg": 0.4483100175857544, "step": 375, "valid_targets_mean": 9666.7, "valid_targets_min": 971 }, { "epoch": 3.619047619047619, "grad_norm": 0.2452867329120636, "learning_rate": 2.2417992112297293e-05, "loss": 0.4443, "loss_nan_ranks": 0, "loss_rank_avg": 0.44237199425697327, "step": 380, "valid_targets_mean": 10183.1, "valid_targets_min": 1600 }, { "epoch": 3.6666666666666665, "grad_norm": 0.22541393339633942, "learning_rate": 2.1945561324571366e-05, "loss": 0.4477, "loss_nan_ranks": 0, "loss_rank_avg": 0.4404517114162445, "step": 385, "valid_targets_mean": 10663.6, "valid_targets_min": 1391 }, { "epoch": 3.7142857142857144, "grad_norm": 0.21644438803195953, "learning_rate": 2.1472031881883856e-05, "loss": 0.4402, "loss_nan_ranks": 0, "loss_rank_avg": 0.4442715346813202, "step": 390, "valid_targets_mean": 10567.3, "valid_targets_min": 2345 }, { "epoch": 3.761904761904762, "grad_norm": 0.23878459632396698, "learning_rate": 2.0997671185454714e-05, "loss": 0.4472, "loss_nan_ranks": 0, "loss_rank_avg": 0.44484564661979675, "step": 395, "valid_targets_mean": 9077.4, "valid_targets_min": 1314 }, { "epoch": 3.8095238095238093, "grad_norm": 0.21471506357192993, "learning_rate": 2.0522747105911378e-05, "loss": 0.4532, "loss_nan_ranks": 0, "loss_rank_avg": 0.45848822593688965, "step": 400, "valid_targets_mean": 10683.8, "valid_targets_min": 1242 }, { "epoch": 3.857142857142857, "grad_norm": 0.21900102496147156, "learning_rate": 2.0047527832022674e-05, "loss": 0.4456, "loss_nan_ranks": 0, "loss_rank_avg": 0.4426546096801758, "step": 405, "valid_targets_mean": 9082.0, "valid_targets_min": 1242 }, { "epoch": 3.9047619047619047, "grad_norm": 0.23612160980701447, "learning_rate": 1.9572281719253186e-05, "loss": 0.4511, "loss_nan_ranks": 0, "loss_rank_avg": 0.42625102400779724, "step": 410, "valid_targets_mean": 9350.7, "valid_targets_min": 1397 }, { "epoch": 3.9523809523809526, "grad_norm": 0.2100141942501068, "learning_rate": 1.909727713822333e-05, "loss": 0.455, "loss_nan_ranks": 0, "loss_rank_avg": 0.4657195508480072, "step": 415, "valid_targets_mean": 11093.6, "valid_targets_min": 1355 }, { "epoch": 4.0, "grad_norm": 0.21113039553165436, "learning_rate": 1.8622782323161014e-05, "loss": 0.4548, "loss_nan_ranks": 0, "loss_rank_avg": 0.4469023048877716, "step": 420, "valid_targets_mean": 10532.8, "valid_targets_min": 2388 }, { "epoch": 4.0476190476190474, "grad_norm": 0.2279236912727356, "learning_rate": 1.8149065220430197e-05, "loss": 0.4419, "loss_nan_ranks": 0, "loss_rank_avg": 0.44380679726600647, "step": 425, "valid_targets_mean": 10220.7, "valid_targets_min": 915 }, { "epoch": 4.095238095238095, "grad_norm": 0.19087187945842743, "learning_rate": 1.7676393337222115e-05, "loss": 0.439, "loss_nan_ranks": 0, "loss_rank_avg": 0.4420897960662842, "step": 430, "valid_targets_mean": 10200.5, "valid_targets_min": 1391 }, { "epoch": 4.142857142857143, "grad_norm": 0.19136783480644226, "learning_rate": 1.7205033590494426e-05, "loss": 0.4396, "loss_nan_ranks": 0, "loss_rank_avg": 0.4429967701435089, "step": 435, "valid_targets_mean": 11265.4, "valid_targets_min": 1386 }, { "epoch": 4.190476190476191, "grad_norm": 0.21110598742961884, "learning_rate": 1.6735252156243675e-05, "loss": 0.4432, "loss_nan_ranks": 0, "loss_rank_avg": 0.43789541721343994, "step": 440, "valid_targets_mean": 10057.8, "valid_targets_min": 1546 }, { "epoch": 4.238095238095238, "grad_norm": 0.20755375921726227, "learning_rate": 1.6267314319196215e-05, "loss": 0.4393, "loss_nan_ranks": 0, "loss_rank_avg": 0.43908944725990295, "step": 445, "valid_targets_mean": 11036.9, "valid_targets_min": 2106 }, { "epoch": 4.285714285714286, "grad_norm": 0.20232301950454712, "learning_rate": 1.580148432300241e-05, "loss": 0.4411, "loss_nan_ranks": 0, "loss_rank_avg": 0.42553338408470154, "step": 450, "valid_targets_mean": 10535.1, "valid_targets_min": 2257 }, { "epoch": 4.333333333333333, "grad_norm": 0.19662712514400482, "learning_rate": 1.5338025221018668e-05, "loss": 0.445, "loss_nan_ranks": 0, "loss_rank_avg": 0.4404326379299164, "step": 455, "valid_targets_mean": 11668.5, "valid_targets_min": 1915 }, { "epoch": 4.380952380952381, "grad_norm": 0.1773589700460434, "learning_rate": 1.4877198727761748e-05, "loss": 0.4454, "loss_nan_ranks": 0, "loss_rank_avg": 0.45294705033302307, "step": 460, "valid_targets_mean": 11352.0, "valid_targets_min": 518 }, { "epoch": 4.428571428571429, "grad_norm": 0.21333052217960358, "learning_rate": 1.4419265071119038e-05, "loss": 0.4374, "loss_nan_ranks": 0, "loss_rank_avg": 0.424248069524765, "step": 465, "valid_targets_mean": 9814.9, "valid_targets_min": 1652 }, { "epoch": 4.476190476190476, "grad_norm": 0.20808833837509155, "learning_rate": 1.3964482845398281e-05, "loss": 0.4501, "loss_nan_ranks": 0, "loss_rank_avg": 0.4347710907459259, "step": 470, "valid_targets_mean": 10299.0, "valid_targets_min": 1547 }, { "epoch": 4.523809523809524, "grad_norm": 0.20887579023838043, "learning_rate": 1.3513108865299907e-05, "loss": 0.4441, "loss_nan_ranks": 0, "loss_rank_avg": 0.4441516697406769, "step": 475, "valid_targets_mean": 11044.6, "valid_targets_min": 1307 }, { "epoch": 4.571428571428571, "grad_norm": 0.22309023141860962, "learning_rate": 1.3065398020894202e-05, "loss": 0.4433, "loss_nan_ranks": 0, "loss_rank_avg": 0.4627133309841156, "step": 480, "valid_targets_mean": 11029.4, "valid_targets_min": 1539 }, { "epoch": 4.619047619047619, "grad_norm": 0.20956307649612427, "learning_rate": 1.2621603133685343e-05, "loss": 0.4434, "loss_nan_ranks": 0, "loss_rank_avg": 0.44400516152381897, "step": 485, "valid_targets_mean": 9374.1, "valid_targets_min": 971 }, { "epoch": 4.666666666666667, "grad_norm": 0.19290389120578766, "learning_rate": 1.218197481384356e-05, "loss": 0.449, "loss_nan_ranks": 0, "loss_rank_avg": 0.43824276328086853, "step": 490, "valid_targets_mean": 11172.0, "valid_targets_min": 1773 }, { "epoch": 4.714285714285714, "grad_norm": 0.20596766471862793, "learning_rate": 1.1746761318686044e-05, "loss": 0.4405, "loss_nan_ranks": 0, "loss_rank_avg": 0.4291389286518097, "step": 495, "valid_targets_mean": 10622.1, "valid_targets_min": 996 }, { "epoch": 4.761904761904762, "grad_norm": 0.18378686904907227, "learning_rate": 1.1316208412486443e-05, "loss": 0.4486, "loss_nan_ranks": 0, "loss_rank_avg": 0.44633662700653076, "step": 500, "valid_targets_mean": 11159.3, "valid_targets_min": 1407 }, { "epoch": 4.809523809523809, "grad_norm": 0.1979859471321106, "learning_rate": 1.0890559227692265e-05, "loss": 0.4455, "loss_nan_ranks": 0, "loss_rank_avg": 0.4464368522167206, "step": 505, "valid_targets_mean": 9961.4, "valid_targets_min": 1277 }, { "epoch": 4.857142857142857, "grad_norm": 0.25758323073387146, "learning_rate": 1.0470054127628411e-05, "loss": 0.4414, "loss_nan_ranks": 0, "loss_rank_avg": 0.4472590386867523, "step": 510, "valid_targets_mean": 11638.4, "valid_targets_min": 1695 }, { "epoch": 4.904761904761905, "grad_norm": 0.2068321853876114, "learning_rate": 1.0054930570764427e-05, "loss": 0.4416, "loss_nan_ranks": 0, "loss_rank_avg": 0.4409043788909912, "step": 515, "valid_targets_mean": 9860.2, "valid_targets_min": 1193 }, { "epoch": 4.9523809523809526, "grad_norm": 0.22515769302845, "learning_rate": 9.645422976622154e-06, "loss": 0.4358, "loss_nan_ranks": 0, "loss_rank_avg": 0.4464632570743561, "step": 520, "valid_targets_mean": 10226.5, "valid_targets_min": 346 }, { "epoch": 5.0, "grad_norm": 0.22349441051483154, "learning_rate": 9.241762593399437e-06, "loss": 0.4431, "loss_nan_ranks": 0, "loss_rank_avg": 0.4462651014328003, "step": 525, "valid_targets_mean": 10547.0, "valid_targets_min": 267 }, { "epoch": 5.0476190476190474, "grad_norm": 0.19069649279117584, "learning_rate": 8.844177367384689e-06, "loss": 0.44, "loss_nan_ranks": 0, "loss_rank_avg": 0.43878093361854553, "step": 530, "valid_targets_mean": 9826.1, "valid_targets_min": 1517 }, { "epoch": 5.095238095238095, "grad_norm": 0.176970973610878, "learning_rate": 8.452891814236037e-06, "loss": 0.4382, "loss_nan_ranks": 0, "loss_rank_avg": 0.4395877420902252, "step": 535, "valid_targets_mean": 11575.5, "valid_targets_min": 1765 }, { "epoch": 5.142857142857143, "grad_norm": 0.18036945164203644, "learning_rate": 8.068126892197728e-06, "loss": 0.4361, "loss_nan_ranks": 0, "loss_rank_avg": 0.439093679189682, "step": 540, "valid_targets_mean": 10604.6, "valid_targets_min": 1157 }, { "epoch": 5.190476190476191, "grad_norm": 0.180902361869812, "learning_rate": 7.690099877325419e-06, "loss": 0.4504, "loss_nan_ranks": 0, "loss_rank_avg": 0.4543825685977936, "step": 545, "valid_targets_mean": 11103.2, "valid_targets_min": 1392 }, { "epoch": 5.238095238095238, "grad_norm": 0.1751468926668167, "learning_rate": 7.319024240790768e-06, "loss": 0.4427, "loss_nan_ranks": 0, "loss_rank_avg": 0.4390667676925659, "step": 550, "valid_targets_mean": 10293.1, "valid_targets_min": 1243 }, { "epoch": 5.285714285714286, "grad_norm": 0.173446387052536, "learning_rate": 6.955109528334667e-06, "loss": 0.4312, "loss_nan_ranks": 0, "loss_rank_avg": 0.4159672260284424, "step": 555, "valid_targets_mean": 9913.7, "valid_targets_min": 1938 }, { "epoch": 5.333333333333333, "grad_norm": 0.18824054300785065, "learning_rate": 6.59856124193712e-06, "loss": 0.4383, "loss_nan_ranks": 0, "loss_rank_avg": 0.44193482398986816, "step": 560, "valid_targets_mean": 9919.7, "valid_targets_min": 2123 }, { "epoch": 5.380952380952381, "grad_norm": 0.1922815442085266, "learning_rate": 6.249580723770665e-06, "loss": 0.4398, "loss_nan_ranks": 0, "loss_rank_avg": 0.44894376397132874, "step": 565, "valid_targets_mean": 10213.7, "valid_targets_min": 1250 }, { "epoch": 5.428571428571429, "grad_norm": 0.17625091969966888, "learning_rate": 5.908365042502801e-06, "loss": 0.4401, "loss_nan_ranks": 0, "loss_rank_avg": 0.42889514565467834, "step": 570, "valid_targets_mean": 11648.2, "valid_targets_min": 1535 }, { "epoch": 5.476190476190476, "grad_norm": 0.19493943452835083, "learning_rate": 5.5751068820116784e-06, "loss": 0.438, "loss_nan_ranks": 0, "loss_rank_avg": 0.4378260672092438, "step": 575, "valid_targets_mean": 11193.7, "valid_targets_min": 2288 }, { "epoch": 5.523809523809524, "grad_norm": 0.21737957000732422, "learning_rate": 5.24999443257785e-06, "loss": 0.4446, "loss_nan_ranks": 0, "loss_rank_avg": 0.46308979392051697, "step": 580, "valid_targets_mean": 10749.8, "valid_targets_min": 1639 }, { "epoch": 5.571428571428571, "grad_norm": 0.2082742601633072, "learning_rate": 4.9332112846135664e-06, "loss": 0.4345, "loss_nan_ranks": 0, "loss_rank_avg": 0.4396940767765045, "step": 585, "valid_targets_mean": 9398.3, "valid_targets_min": 1775 }, { "epoch": 5.619047619047619, "grad_norm": 0.18518823385238647, "learning_rate": 4.624936324989602e-06, "loss": 0.4297, "loss_nan_ranks": 0, "loss_rank_avg": 0.42118358612060547, "step": 590, "valid_targets_mean": 9676.2, "valid_targets_min": 1814 }, { "epoch": 5.666666666666667, "grad_norm": 0.18208129703998566, "learning_rate": 4.325343636018165e-06, "loss": 0.4359, "loss_nan_ranks": 0, "loss_rank_avg": 0.4350763261318207, "step": 595, "valid_targets_mean": 10548.8, "valid_targets_min": 309 }, { "epoch": 5.714285714285714, "grad_norm": 0.17130884528160095, "learning_rate": 4.0346023971489215e-06, "loss": 0.4379, "loss_nan_ranks": 0, "loss_rank_avg": 0.4484126567840576, "step": 600, "valid_targets_mean": 10558.0, "valid_targets_min": 1478 }, { "epoch": 5.761904761904762, "grad_norm": 0.18925878405570984, "learning_rate": 3.752876789433677e-06, "loss": 0.4431, "loss_nan_ranks": 0, "loss_rank_avg": 0.45218753814697266, "step": 605, "valid_targets_mean": 10494.7, "valid_targets_min": 1629 }, { "epoch": 5.809523809523809, "grad_norm": 0.17503197491168976, "learning_rate": 3.480325902813624e-06, "loss": 0.4364, "loss_nan_ranks": 0, "loss_rank_avg": 0.44668635725975037, "step": 610, "valid_targets_mean": 11100.2, "valid_targets_min": 1652 }, { "epoch": 5.857142857142857, "grad_norm": 0.18204058706760406, "learning_rate": 3.2171036462815563e-06, "loss": 0.4416, "loss_nan_ranks": 0, "loss_rank_avg": 0.4363596737384796, "step": 615, "valid_targets_mean": 10854.3, "valid_targets_min": 1515 }, { "epoch": 5.904761904761905, "grad_norm": 0.16673018038272858, "learning_rate": 2.9633586609697086e-06, "loss": 0.4387, "loss_nan_ranks": 0, "loss_rank_avg": 0.45320454239845276, "step": 620, "valid_targets_mean": 11283.6, "valid_targets_min": 1778 }, { "epoch": 5.9523809523809526, "grad_norm": 0.1611456274986267, "learning_rate": 2.7192342362124048e-06, "loss": 0.4358, "loss_nan_ranks": 0, "loss_rank_avg": 0.44078150391578674, "step": 625, "valid_targets_mean": 10528.4, "valid_targets_min": 995 }, { "epoch": 6.0, "grad_norm": 0.17028920352458954, "learning_rate": 2.4848682286308346e-06, "loss": 0.4312, "loss_nan_ranks": 0, "loss_rank_avg": 0.43743446469306946, "step": 630, "valid_targets_mean": 10760.8, "valid_targets_min": 1386 }, { "epoch": 6.0476190476190474, "grad_norm": 0.18112342059612274, "learning_rate": 2.260392984285633e-06, "loss": 0.4317, "loss_nan_ranks": 0, "loss_rank_avg": 0.4303453862667084, "step": 635, "valid_targets_mean": 9819.8, "valid_targets_min": 1228 }, { "epoch": 6.095238095238095, "grad_norm": 0.16256897151470184, "learning_rate": 2.0459352639413343e-06, "loss": 0.4369, "loss_nan_ranks": 0, "loss_rank_avg": 0.42814159393310547, "step": 640, "valid_targets_mean": 10641.3, "valid_targets_min": 1060 }, { "epoch": 6.142857142857143, "grad_norm": 0.20285063982009888, "learning_rate": 1.841616171484797e-06, "loss": 0.4371, "loss_nan_ranks": 0, "loss_rank_avg": 0.4268749952316284, "step": 645, "valid_targets_mean": 9974.1, "valid_targets_min": 1245 }, { "epoch": 6.190476190476191, "grad_norm": 0.17999224364757538, "learning_rate": 1.6475510855380195e-06, "loss": 0.4383, "loss_nan_ranks": 0, "loss_rank_avg": 0.4317034184932709, "step": 650, "valid_targets_mean": 10107.1, "valid_targets_min": 1695 }, { "epoch": 6.238095238095238, "grad_norm": 0.1909116506576538, "learning_rate": 1.4638495943040854e-06, "loss": 0.4387, "loss_nan_ranks": 0, "loss_rank_avg": 0.4486290514469147, "step": 655, "valid_targets_mean": 10502.2, "valid_targets_min": 1610 }, { "epoch": 6.285714285714286, "grad_norm": 0.17877644300460815, "learning_rate": 1.2906154336828913e-06, "loss": 0.4325, "loss_nan_ranks": 0, "loss_rank_avg": 0.4392260015010834, "step": 660, "valid_targets_mean": 10547.3, "valid_targets_min": 975 }, { "epoch": 6.333333333333333, "grad_norm": 0.1902361363172531, "learning_rate": 1.1279464286916508e-06, "loss": 0.4324, "loss_nan_ranks": 0, "loss_rank_avg": 0.427330881357193, "step": 665, "valid_targets_mean": 10113.3, "valid_targets_min": 1520 }, { "epoch": 6.380952380952381, "grad_norm": 0.16514748334884644, "learning_rate": 9.759344382233048e-07, "loss": 0.429, "loss_nan_ranks": 0, "loss_rank_avg": 0.42980971932411194, "step": 670, "valid_targets_mean": 10894.8, "valid_targets_min": 2130 }, { "epoch": 6.428571428571429, "grad_norm": 0.17610912024974823, "learning_rate": 8.34665303173976e-07, "loss": 0.439, "loss_nan_ranks": 0, "loss_rank_avg": 0.45283421874046326, "step": 675, "valid_targets_mean": 10147.8, "valid_targets_min": 1334 }, { "epoch": 6.476190476190476, "grad_norm": 0.18840855360031128, "learning_rate": 7.042187979687432e-07, "loss": 0.4418, "loss_nan_ranks": 0, "loss_rank_avg": 0.44663646817207336, "step": 680, "valid_targets_mean": 10371.0, "valid_targets_min": 267 }, { "epoch": 6.523809523809524, "grad_norm": 0.15983620285987854, "learning_rate": 5.846685855131929e-07, "loss": 0.4352, "loss_nan_ranks": 0, "loss_rank_avg": 0.4321114718914032, "step": 685, "valid_targets_mean": 11962.8, "valid_targets_min": 1591 }, { "epoch": 6.571428571428571, "grad_norm": 0.17415718734264374, "learning_rate": 4.760821755961065e-07, "loss": 0.4375, "loss_nan_ranks": 0, "loss_rank_avg": 0.443795770406723, "step": 690, "valid_targets_mean": 9948.1, "valid_targets_min": 1135 }, { "epoch": 6.619047619047619, "grad_norm": 0.17314453423023224, "learning_rate": 3.7852088676678665e-07, "loss": 0.4339, "loss_nan_ranks": 0, "loss_rank_avg": 0.42952966690063477, "step": 695, "valid_targets_mean": 10110.8, "valid_targets_min": 1481 }, { "epoch": 6.666666666666667, "grad_norm": 0.1725008487701416, "learning_rate": 2.920398117086043e-07, "loss": 0.435, "loss_nan_ranks": 0, "loss_rank_avg": 0.43847766518592834, "step": 700, "valid_targets_mean": 10822.0, "valid_targets_min": 1197 }, { "epoch": 6.714285714285714, "grad_norm": 0.17323048412799835, "learning_rate": 2.1668778612825347e-07, "loss": 0.4332, "loss_nan_ranks": 0, "loss_rank_avg": 0.44469061493873596, "step": 705, "valid_targets_mean": 11074.7, "valid_targets_min": 1368 }, { "epoch": 6.761904761904762, "grad_norm": 0.1832982748746872, "learning_rate": 1.5250736117830455e-07, "loss": 0.4404, "loss_nan_ranks": 0, "loss_rank_avg": 0.4256347119808197, "step": 710, "valid_targets_mean": 9906.4, "valid_targets_min": 2598 }, { "epoch": 6.809523809523809, "grad_norm": 0.16123178601264954, "learning_rate": 9.953477942866052e-08, "loss": 0.4369, "loss_nan_ranks": 0, "loss_rank_avg": 0.43369975686073303, "step": 715, "valid_targets_mean": 10846.9, "valid_targets_min": 1448 }, { "epoch": 6.857142857142857, "grad_norm": 0.1590285748243332, "learning_rate": 5.779995440044594e-08, "loss": 0.4353, "loss_nan_ranks": 0, "loss_rank_avg": 0.4261643588542938, "step": 720, "valid_targets_mean": 10662.7, "valid_targets_min": 1696 }, { "epoch": 6.904761904761905, "grad_norm": 0.17242933809757233, "learning_rate": 2.7326453673872653e-08, "loss": 0.4411, "loss_nan_ranks": 0, "loss_rank_avg": 0.4442724883556366, "step": 725, "valid_targets_mean": 11019.9, "valid_targets_min": 2596 }, { "epoch": 6.9523809523809526, "grad_norm": 0.17852503061294556, "learning_rate": 8.131485579692121e-09, "loss": 0.4432, "loss_nan_ranks": 0, "loss_rank_avg": 0.4505399763584137, "step": 730, "valid_targets_mean": 10760.5, "valid_targets_min": 346 }, { "epoch": 7.0, "grad_norm": 0.17249806225299835, "learning_rate": 2.2588948167756586e-10, "loss": 0.4358, "loss_nan_ranks": 0, "loss_rank_avg": 0.4335353374481201, "step": 735, "valid_targets_mean": 10050.6, "valid_targets_min": 1517 }, { "epoch": 7.0, "step": 735, "total_flos": 4706601917218816.0, "train_loss": 0.0, "train_runtime": 3.6306, "train_samples_per_second": 19280.632, "train_steps_per_second": 202.447 } ], "logging_steps": 5, "max_steps": 735, "num_input_tokens_seen": 0, "num_train_epochs": 7, "save_steps": 400, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4706601917218816.0, "train_batch_size": 1, "trial_name": null, "trial_params": null }