{ "best_metric": null, "best_model_checkpoint": null, "epoch": 51.336898395721924, "eval_steps": 400, "global_step": 2400, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0213903743315508, "grad_norm": 0.0, "learning_rate": 0.0, "loss": 1.8558, "step": 1 }, { "epoch": 0.21390374331550802, "grad_norm": 0.0, "learning_rate": 0.0, "loss": 2.0957, "step": 10 }, { "epoch": 0.42780748663101603, "grad_norm": 63.96761703491211, "learning_rate": 8e-08, "loss": 2.1274, "step": 20 }, { "epoch": 0.6417112299465241, "grad_norm": 56.0494270324707, "learning_rate": 4.4e-07, "loss": 2.0513, "step": 30 }, { "epoch": 0.8556149732620321, "grad_norm": 31.82117462158203, "learning_rate": 8.400000000000001e-07, "loss": 1.6275, "step": 40 }, { "epoch": 1.0695187165775402, "grad_norm": 27.546764373779297, "learning_rate": 1.2400000000000002e-06, "loss": 1.3922, "step": 50 }, { "epoch": 1.2834224598930482, "grad_norm": 27.145185470581055, "learning_rate": 1.6400000000000002e-06, "loss": 1.0424, "step": 60 }, { "epoch": 1.4973262032085561, "grad_norm": 33.02227020263672, "learning_rate": 2.04e-06, "loss": 1.0434, "step": 70 }, { "epoch": 1.7112299465240641, "grad_norm": 23.329740524291992, "learning_rate": 2.4400000000000004e-06, "loss": 1.0585, "step": 80 }, { "epoch": 1.9251336898395723, "grad_norm": 26.408071517944336, "learning_rate": 2.84e-06, "loss": 0.8849, "step": 90 }, { "epoch": 2.1390374331550803, "grad_norm": 17.790225982666016, "learning_rate": 3.2400000000000003e-06, "loss": 0.5427, "step": 100 }, { "epoch": 2.3529411764705883, "grad_norm": 29.846942901611328, "learning_rate": 3.6400000000000003e-06, "loss": 0.2784, "step": 110 }, { "epoch": 2.5668449197860963, "grad_norm": 20.77630043029785, "learning_rate": 4.04e-06, "loss": 0.2569, "step": 120 }, { "epoch": 2.7807486631016043, "grad_norm": 33.25271987915039, "learning_rate": 4.440000000000001e-06, "loss": 0.1836, "step": 130 }, { "epoch": 2.9946524064171123, "grad_norm": 66.23503875732422, "learning_rate": 4.84e-06, "loss": 0.3042, "step": 140 }, { "epoch": 3.2085561497326203, "grad_norm": 4.618898868560791, "learning_rate": 5.240000000000001e-06, "loss": 0.0455, "step": 150 }, { "epoch": 3.4224598930481283, "grad_norm": 5.856906890869141, "learning_rate": 5.64e-06, "loss": 0.0558, "step": 160 }, { "epoch": 3.6363636363636362, "grad_norm": 25.529407501220703, "learning_rate": 6.040000000000001e-06, "loss": 0.0835, "step": 170 }, { "epoch": 3.8502673796791442, "grad_norm": 16.971477508544922, "learning_rate": 6.440000000000001e-06, "loss": 0.1126, "step": 180 }, { "epoch": 4.064171122994653, "grad_norm": 9.28547191619873, "learning_rate": 6.8400000000000014e-06, "loss": 0.0838, "step": 190 }, { "epoch": 4.278074866310161, "grad_norm": 17.296798706054688, "learning_rate": 7.24e-06, "loss": 0.0518, "step": 200 }, { "epoch": 4.491978609625669, "grad_norm": 12.538177490234375, "learning_rate": 7.640000000000001e-06, "loss": 0.0532, "step": 210 }, { "epoch": 4.705882352941177, "grad_norm": 24.446659088134766, "learning_rate": 8.040000000000001e-06, "loss": 0.1583, "step": 220 }, { "epoch": 4.919786096256685, "grad_norm": 25.139781951904297, "learning_rate": 8.44e-06, "loss": 0.0894, "step": 230 }, { "epoch": 5.133689839572193, "grad_norm": 2.361607074737549, "learning_rate": 8.84e-06, "loss": 0.0531, "step": 240 }, { "epoch": 5.347593582887701, "grad_norm": 4.768627643585205, "learning_rate": 9.240000000000001e-06, "loss": 0.0664, "step": 250 }, { "epoch": 5.561497326203209, "grad_norm": 37.02785873413086, "learning_rate": 9.640000000000001e-06, "loss": 0.1502, "step": 260 }, { "epoch": 5.775401069518717, "grad_norm": 48.693763732910156, "learning_rate": 1e-05, "loss": 0.1953, "step": 270 }, { "epoch": 5.989304812834225, "grad_norm": 37.84030532836914, "learning_rate": 1e-05, "loss": 0.1806, "step": 280 }, { "epoch": 6.2032085561497325, "grad_norm": 39.74201965332031, "learning_rate": 1e-05, "loss": 0.0866, "step": 290 }, { "epoch": 6.4171122994652405, "grad_norm": 7.8511834144592285, "learning_rate": 1e-05, "loss": 0.0994, "step": 300 }, { "epoch": 6.6310160427807485, "grad_norm": 54.63271713256836, "learning_rate": 1e-05, "loss": 0.1712, "step": 310 }, { "epoch": 6.8449197860962565, "grad_norm": 44.596153259277344, "learning_rate": 1e-05, "loss": 0.1442, "step": 320 }, { "epoch": 7.0588235294117645, "grad_norm": 5.094964504241943, "learning_rate": 1e-05, "loss": 0.0526, "step": 330 }, { "epoch": 7.2727272727272725, "grad_norm": 12.109665870666504, "learning_rate": 1e-05, "loss": 0.03, "step": 340 }, { "epoch": 7.4866310160427805, "grad_norm": 34.3682975769043, "learning_rate": 1e-05, "loss": 0.0759, "step": 350 }, { "epoch": 7.7005347593582885, "grad_norm": 2.3397929668426514, "learning_rate": 1e-05, "loss": 0.0685, "step": 360 }, { "epoch": 7.9144385026737964, "grad_norm": 21.006542205810547, "learning_rate": 1e-05, "loss": 0.0637, "step": 370 }, { "epoch": 8.128342245989305, "grad_norm": 2.5418567657470703, "learning_rate": 1e-05, "loss": 0.057, "step": 380 }, { "epoch": 8.342245989304812, "grad_norm": 18.59604263305664, "learning_rate": 1e-05, "loss": 0.1096, "step": 390 }, { "epoch": 8.556149732620321, "grad_norm": 52.85743713378906, "learning_rate": 1e-05, "loss": 0.1422, "step": 400 }, { "epoch": 8.556149732620321, "eval_accuracy": 0.4, "eval_loss": 4.6875, "eval_runtime": 0.8724, "eval_samples_per_second": 11.462, "eval_steps_per_second": 1.146, "step": 400 }, { "epoch": 8.770053475935828, "grad_norm": 36.897674560546875, "learning_rate": 1e-05, "loss": 0.1633, "step": 410 }, { "epoch": 8.983957219251337, "grad_norm": 16.528366088867188, "learning_rate": 1e-05, "loss": 0.0336, "step": 420 }, { "epoch": 9.197860962566844, "grad_norm": 87.09658813476562, "learning_rate": 1e-05, "loss": 0.1071, "step": 430 }, { "epoch": 9.411764705882353, "grad_norm": 4.741786479949951, "learning_rate": 1e-05, "loss": 0.0701, "step": 440 }, { "epoch": 9.62566844919786, "grad_norm": 12.09588623046875, "learning_rate": 1e-05, "loss": 0.0746, "step": 450 }, { "epoch": 9.83957219251337, "grad_norm": 32.604068756103516, "learning_rate": 1e-05, "loss": 0.0872, "step": 460 }, { "epoch": 10.053475935828876, "grad_norm": 4.408775806427002, "learning_rate": 1e-05, "loss": 0.1084, "step": 470 }, { "epoch": 10.267379679144385, "grad_norm": 22.274890899658203, "learning_rate": 1e-05, "loss": 0.0297, "step": 480 }, { "epoch": 10.481283422459892, "grad_norm": 58.223323822021484, "learning_rate": 1e-05, "loss": 0.0637, "step": 490 }, { "epoch": 10.695187165775401, "grad_norm": 2.7027640342712402, "learning_rate": 1e-05, "loss": 0.1206, "step": 500 }, { "epoch": 10.909090909090908, "grad_norm": 43.47382736206055, "learning_rate": 1e-05, "loss": 0.045, "step": 510 }, { "epoch": 11.122994652406417, "grad_norm": 1.6665784120559692, "learning_rate": 1e-05, "loss": 0.045, "step": 520 }, { "epoch": 11.336898395721924, "grad_norm": 0.5738474130630493, "learning_rate": 1e-05, "loss": 0.008, "step": 530 }, { "epoch": 11.550802139037433, "grad_norm": 16.410573959350586, "learning_rate": 1e-05, "loss": 0.0995, "step": 540 }, { "epoch": 11.764705882352942, "grad_norm": 0.7015154361724854, "learning_rate": 1e-05, "loss": 0.0313, "step": 550 }, { "epoch": 11.97860962566845, "grad_norm": 11.851508140563965, "learning_rate": 1e-05, "loss": 0.0724, "step": 560 }, { "epoch": 12.192513368983958, "grad_norm": 16.754575729370117, "learning_rate": 1e-05, "loss": 0.0272, "step": 570 }, { "epoch": 12.406417112299465, "grad_norm": 15.92441177368164, "learning_rate": 1e-05, "loss": 0.0241, "step": 580 }, { "epoch": 12.620320855614974, "grad_norm": 0.05043609067797661, "learning_rate": 1e-05, "loss": 0.042, "step": 590 }, { "epoch": 12.834224598930481, "grad_norm": 0.3494648337364197, "learning_rate": 1e-05, "loss": 0.0083, "step": 600 }, { "epoch": 13.04812834224599, "grad_norm": 23.260435104370117, "learning_rate": 1e-05, "loss": 0.026, "step": 610 }, { "epoch": 13.262032085561497, "grad_norm": 5.789357662200928, "learning_rate": 1e-05, "loss": 0.0224, "step": 620 }, { "epoch": 13.475935828877006, "grad_norm": 0.056954510509967804, "learning_rate": 1e-05, "loss": 0.0642, "step": 630 }, { "epoch": 13.689839572192513, "grad_norm": 72.28430938720703, "learning_rate": 1e-05, "loss": 0.0366, "step": 640 }, { "epoch": 13.903743315508022, "grad_norm": 0.5189899802207947, "learning_rate": 1e-05, "loss": 0.033, "step": 650 }, { "epoch": 14.117647058823529, "grad_norm": 0.07448354363441467, "learning_rate": 1e-05, "loss": 0.0088, "step": 660 }, { "epoch": 14.331550802139038, "grad_norm": 0.05018957331776619, "learning_rate": 1e-05, "loss": 0.0082, "step": 670 }, { "epoch": 14.545454545454545, "grad_norm": 33.61125183105469, "learning_rate": 1e-05, "loss": 0.0753, "step": 680 }, { "epoch": 14.759358288770054, "grad_norm": 0.023922119289636612, "learning_rate": 1e-05, "loss": 0.0267, "step": 690 }, { "epoch": 14.973262032085561, "grad_norm": 0.04713653773069382, "learning_rate": 1e-05, "loss": 0.096, "step": 700 }, { "epoch": 15.18716577540107, "grad_norm": 0.0457034632563591, "learning_rate": 1e-05, "loss": 0.0083, "step": 710 }, { "epoch": 15.401069518716577, "grad_norm": 0.011708029545843601, "learning_rate": 1e-05, "loss": 0.072, "step": 720 }, { "epoch": 15.614973262032086, "grad_norm": 0.3412806987762451, "learning_rate": 1e-05, "loss": 0.0032, "step": 730 }, { "epoch": 15.828877005347593, "grad_norm": 1.667181372642517, "learning_rate": 1e-05, "loss": 0.0512, "step": 740 }, { "epoch": 16.0427807486631, "grad_norm": 0.004597651772201061, "learning_rate": 1e-05, "loss": 0.0555, "step": 750 }, { "epoch": 16.25668449197861, "grad_norm": 0.01679002121090889, "learning_rate": 1e-05, "loss": 0.0294, "step": 760 }, { "epoch": 16.470588235294116, "grad_norm": 24.51487922668457, "learning_rate": 1e-05, "loss": 0.0979, "step": 770 }, { "epoch": 16.684491978609625, "grad_norm": 0.010406852699816227, "learning_rate": 1e-05, "loss": 0.0361, "step": 780 }, { "epoch": 16.898395721925134, "grad_norm": 4.567187786102295, "learning_rate": 1e-05, "loss": 0.1229, "step": 790 }, { "epoch": 17.112299465240643, "grad_norm": 1.7842605113983154, "learning_rate": 1e-05, "loss": 0.0121, "step": 800 }, { "epoch": 17.112299465240643, "eval_accuracy": 0.5, "eval_loss": 6.6640625, "eval_runtime": 0.8689, "eval_samples_per_second": 11.509, "eval_steps_per_second": 1.151, "step": 800 }, { "epoch": 17.32620320855615, "grad_norm": 0.061683282256126404, "learning_rate": 1e-05, "loss": 0.0079, "step": 810 }, { "epoch": 17.540106951871657, "grad_norm": 0.11749367415904999, "learning_rate": 1e-05, "loss": 0.0857, "step": 820 }, { "epoch": 17.754010695187166, "grad_norm": 0.02787230722606182, "learning_rate": 1e-05, "loss": 0.0051, "step": 830 }, { "epoch": 17.967914438502675, "grad_norm": 0.015304004773497581, "learning_rate": 1e-05, "loss": 0.0882, "step": 840 }, { "epoch": 18.181818181818183, "grad_norm": 0.41026026010513306, "learning_rate": 1e-05, "loss": 0.0002, "step": 850 }, { "epoch": 18.39572192513369, "grad_norm": 0.012662127614021301, "learning_rate": 1e-05, "loss": 0.0013, "step": 860 }, { "epoch": 18.609625668449198, "grad_norm": 0.10844732820987701, "learning_rate": 1e-05, "loss": 0.0062, "step": 870 }, { "epoch": 18.823529411764707, "grad_norm": 2.6394922733306885, "learning_rate": 1e-05, "loss": 0.0335, "step": 880 }, { "epoch": 19.037433155080215, "grad_norm": 0.28504815697669983, "learning_rate": 1e-05, "loss": 0.0092, "step": 890 }, { "epoch": 19.25133689839572, "grad_norm": 0.03371066227555275, "learning_rate": 1e-05, "loss": 0.0001, "step": 900 }, { "epoch": 19.46524064171123, "grad_norm": 0.01855628192424774, "learning_rate": 1e-05, "loss": 0.0046, "step": 910 }, { "epoch": 19.67914438502674, "grad_norm": 0.008938683196902275, "learning_rate": 1e-05, "loss": 0.0014, "step": 920 }, { "epoch": 19.893048128342247, "grad_norm": 0.0025397331919521093, "learning_rate": 1e-05, "loss": 0.0023, "step": 930 }, { "epoch": 20.106951871657753, "grad_norm": 0.0024771266616880894, "learning_rate": 1e-05, "loss": 0.001, "step": 940 }, { "epoch": 20.32085561497326, "grad_norm": 56.46254348754883, "learning_rate": 1e-05, "loss": 0.0533, "step": 950 }, { "epoch": 20.53475935828877, "grad_norm": 0.046234406530857086, "learning_rate": 1e-05, "loss": 0.0113, "step": 960 }, { "epoch": 20.74866310160428, "grad_norm": 0.03888735547661781, "learning_rate": 1e-05, "loss": 0.0001, "step": 970 }, { "epoch": 20.962566844919785, "grad_norm": 4.142932415008545, "learning_rate": 1e-05, "loss": 0.0078, "step": 980 }, { "epoch": 21.176470588235293, "grad_norm": 0.01926487125456333, "learning_rate": 1e-05, "loss": 0.0015, "step": 990 }, { "epoch": 21.390374331550802, "grad_norm": 0.03864801302552223, "learning_rate": 1e-05, "loss": 0.0032, "step": 1000 }, { "epoch": 21.60427807486631, "grad_norm": 0.40588998794555664, "learning_rate": 1e-05, "loss": 0.0003, "step": 1010 }, { "epoch": 21.818181818181817, "grad_norm": 0.2934487760066986, "learning_rate": 1e-05, "loss": 0.0081, "step": 1020 }, { "epoch": 22.032085561497325, "grad_norm": 0.004641254432499409, "learning_rate": 1e-05, "loss": 0.0, "step": 1030 }, { "epoch": 22.245989304812834, "grad_norm": 14.084956169128418, "learning_rate": 1e-05, "loss": 0.0018, "step": 1040 }, { "epoch": 22.459893048128343, "grad_norm": 1.7572118043899536, "learning_rate": 1e-05, "loss": 0.001, "step": 1050 }, { "epoch": 22.67379679144385, "grad_norm": 2.7290031909942627, "learning_rate": 1e-05, "loss": 0.0002, "step": 1060 }, { "epoch": 22.887700534759357, "grad_norm": 0.005051525309681892, "learning_rate": 1e-05, "loss": 0.0007, "step": 1070 }, { "epoch": 23.101604278074866, "grad_norm": 0.002047200920060277, "learning_rate": 1e-05, "loss": 0.0, "step": 1080 }, { "epoch": 23.315508021390375, "grad_norm": 0.0035107170697301626, "learning_rate": 1e-05, "loss": 0.0494, "step": 1090 }, { "epoch": 23.529411764705884, "grad_norm": 0.004472868517041206, "learning_rate": 1e-05, "loss": 0.0034, "step": 1100 }, { "epoch": 23.74331550802139, "grad_norm": 0.08594793826341629, "learning_rate": 1e-05, "loss": 0.0063, "step": 1110 }, { "epoch": 23.9572192513369, "grad_norm": 0.752574622631073, "learning_rate": 1e-05, "loss": 0.0002, "step": 1120 }, { "epoch": 24.171122994652407, "grad_norm": 0.021934740245342255, "learning_rate": 1e-05, "loss": 0.0019, "step": 1130 }, { "epoch": 24.385026737967916, "grad_norm": 0.007998108863830566, "learning_rate": 1e-05, "loss": 0.0, "step": 1140 }, { "epoch": 24.59893048128342, "grad_norm": 0.010390130802989006, "learning_rate": 1e-05, "loss": 0.0072, "step": 1150 }, { "epoch": 24.81283422459893, "grad_norm": 0.002071298658847809, "learning_rate": 1e-05, "loss": 0.0013, "step": 1160 }, { "epoch": 25.02673796791444, "grad_norm": 0.0045625255443155766, "learning_rate": 1e-05, "loss": 0.002, "step": 1170 }, { "epoch": 25.240641711229948, "grad_norm": 0.017212701961398125, "learning_rate": 1e-05, "loss": 0.0048, "step": 1180 }, { "epoch": 25.454545454545453, "grad_norm": 12.734994888305664, "learning_rate": 1e-05, "loss": 0.0018, "step": 1190 }, { "epoch": 25.668449197860962, "grad_norm": 0.0035849984269589186, "learning_rate": 1e-05, "loss": 0.0, "step": 1200 }, { "epoch": 25.668449197860962, "eval_accuracy": 0.8, "eval_loss": 4.71484375, "eval_runtime": 0.8712, "eval_samples_per_second": 11.478, "eval_steps_per_second": 1.148, "step": 1200 }, { "epoch": 25.88235294117647, "grad_norm": 0.005425190087407827, "learning_rate": 1e-05, "loss": 0.0, "step": 1210 }, { "epoch": 26.09625668449198, "grad_norm": 0.007795536890625954, "learning_rate": 1e-05, "loss": 0.0034, "step": 1220 }, { "epoch": 26.310160427807485, "grad_norm": 0.00858351681381464, "learning_rate": 1e-05, "loss": 0.0032, "step": 1230 }, { "epoch": 26.524064171122994, "grad_norm": 0.0035222836304455996, "learning_rate": 1e-05, "loss": 0.0103, "step": 1240 }, { "epoch": 26.737967914438503, "grad_norm": 0.004781092517077923, "learning_rate": 1e-05, "loss": 0.0002, "step": 1250 }, { "epoch": 26.951871657754012, "grad_norm": 0.0031953530851751566, "learning_rate": 1e-05, "loss": 0.0013, "step": 1260 }, { "epoch": 27.165775401069517, "grad_norm": 0.00516524026170373, "learning_rate": 1e-05, "loss": 0.0007, "step": 1270 }, { "epoch": 27.379679144385026, "grad_norm": 0.004281027242541313, "learning_rate": 1e-05, "loss": 0.0106, "step": 1280 }, { "epoch": 27.593582887700535, "grad_norm": 0.0015023744199424982, "learning_rate": 1e-05, "loss": 0.0, "step": 1290 }, { "epoch": 27.807486631016044, "grad_norm": 0.005484332330524921, "learning_rate": 1e-05, "loss": 0.0023, "step": 1300 }, { "epoch": 28.02139037433155, "grad_norm": 0.0035302124451845884, "learning_rate": 1e-05, "loss": 0.0001, "step": 1310 }, { "epoch": 28.235294117647058, "grad_norm": 0.0033441612031310797, "learning_rate": 1e-05, "loss": 0.0025, "step": 1320 }, { "epoch": 28.449197860962567, "grad_norm": 0.0035446221008896828, "learning_rate": 1e-05, "loss": 0.0014, "step": 1330 }, { "epoch": 28.663101604278076, "grad_norm": 0.010898416861891747, "learning_rate": 1e-05, "loss": 0.002, "step": 1340 }, { "epoch": 28.87700534759358, "grad_norm": 0.008727981708943844, "learning_rate": 1e-05, "loss": 0.1828, "step": 1350 }, { "epoch": 29.09090909090909, "grad_norm": 0.004256559070199728, "learning_rate": 1e-05, "loss": 0.0431, "step": 1360 }, { "epoch": 29.3048128342246, "grad_norm": 0.21178306639194489, "learning_rate": 1e-05, "loss": 0.0099, "step": 1370 }, { "epoch": 29.518716577540108, "grad_norm": 0.2352713793516159, "learning_rate": 1e-05, "loss": 0.0835, "step": 1380 }, { "epoch": 29.732620320855617, "grad_norm": 0.03791838884353638, "learning_rate": 1e-05, "loss": 0.0522, "step": 1390 }, { "epoch": 29.946524064171122, "grad_norm": 0.04343949630856514, "learning_rate": 1e-05, "loss": 0.0004, "step": 1400 }, { "epoch": 30.16042780748663, "grad_norm": 2.7350242137908936, "learning_rate": 1e-05, "loss": 0.003, "step": 1410 }, { "epoch": 30.37433155080214, "grad_norm": 0.030035167932510376, "learning_rate": 1e-05, "loss": 0.006, "step": 1420 }, { "epoch": 30.58823529411765, "grad_norm": 3.1150763034820557, "learning_rate": 1e-05, "loss": 0.0016, "step": 1430 }, { "epoch": 30.802139037433154, "grad_norm": 0.028651399537920952, "learning_rate": 1e-05, "loss": 0.0016, "step": 1440 }, { "epoch": 31.016042780748663, "grad_norm": 37.155609130859375, "learning_rate": 1e-05, "loss": 0.0128, "step": 1450 }, { "epoch": 31.22994652406417, "grad_norm": 0.002968219807371497, "learning_rate": 1e-05, "loss": 0.0141, "step": 1460 }, { "epoch": 31.44385026737968, "grad_norm": 5.24705696105957, "learning_rate": 1e-05, "loss": 0.0121, "step": 1470 }, { "epoch": 31.657754010695186, "grad_norm": 0.0024348751176148653, "learning_rate": 1e-05, "loss": 0.1083, "step": 1480 }, { "epoch": 31.871657754010695, "grad_norm": 0.5254661440849304, "learning_rate": 1e-05, "loss": 0.1179, "step": 1490 }, { "epoch": 32.0855614973262, "grad_norm": 72.65499114990234, "learning_rate": 1e-05, "loss": 0.1361, "step": 1500 }, { "epoch": 32.29946524064171, "grad_norm": 14.370610237121582, "learning_rate": 1e-05, "loss": 0.0346, "step": 1510 }, { "epoch": 32.51336898395722, "grad_norm": 20.988916397094727, "learning_rate": 1e-05, "loss": 0.0025, "step": 1520 }, { "epoch": 32.72727272727273, "grad_norm": 0.002341994782909751, "learning_rate": 1e-05, "loss": 0.0004, "step": 1530 }, { "epoch": 32.94117647058823, "grad_norm": 2.404449701309204, "learning_rate": 1e-05, "loss": 0.013, "step": 1540 }, { "epoch": 33.155080213903744, "grad_norm": 0.005042242351919413, "learning_rate": 1e-05, "loss": 0.0011, "step": 1550 }, { "epoch": 33.36898395721925, "grad_norm": 0.00044189911568537354, "learning_rate": 1e-05, "loss": 0.0139, "step": 1560 }, { "epoch": 33.58288770053476, "grad_norm": 0.0014409746509045362, "learning_rate": 1e-05, "loss": 0.0284, "step": 1570 }, { "epoch": 33.79679144385027, "grad_norm": 2.608125686645508, "learning_rate": 1e-05, "loss": 0.015, "step": 1580 }, { "epoch": 34.01069518716577, "grad_norm": 0.0005788679700344801, "learning_rate": 1e-05, "loss": 0.0201, "step": 1590 }, { "epoch": 34.224598930481285, "grad_norm": 75.40068817138672, "learning_rate": 1e-05, "loss": 0.028, "step": 1600 }, { "epoch": 34.224598930481285, "eval_accuracy": 0.7, "eval_loss": 6.69921875, "eval_runtime": 0.8667, "eval_samples_per_second": 11.537, "eval_steps_per_second": 1.154, "step": 1600 }, { "epoch": 34.43850267379679, "grad_norm": 0.005270595662295818, "learning_rate": 1e-05, "loss": 0.0087, "step": 1610 }, { "epoch": 34.6524064171123, "grad_norm": 5.715099334716797, "learning_rate": 1e-05, "loss": 0.0131, "step": 1620 }, { "epoch": 34.86631016042781, "grad_norm": 7.6973066329956055, "learning_rate": 1e-05, "loss": 0.0071, "step": 1630 }, { "epoch": 35.080213903743314, "grad_norm": 0.04163156822323799, "learning_rate": 1e-05, "loss": 0.0432, "step": 1640 }, { "epoch": 35.294117647058826, "grad_norm": 0.8603066205978394, "learning_rate": 1e-05, "loss": 0.081, "step": 1650 }, { "epoch": 35.50802139037433, "grad_norm": 0.02197711355984211, "learning_rate": 1e-05, "loss": 0.0087, "step": 1660 }, { "epoch": 35.72192513368984, "grad_norm": 0.2183353304862976, "learning_rate": 1e-05, "loss": 0.0463, "step": 1670 }, { "epoch": 35.93582887700535, "grad_norm": 1.1545729637145996, "learning_rate": 1e-05, "loss": 0.0073, "step": 1680 }, { "epoch": 36.149732620320854, "grad_norm": 0.5573898553848267, "learning_rate": 1e-05, "loss": 0.0011, "step": 1690 }, { "epoch": 36.36363636363637, "grad_norm": 0.0014353781007230282, "learning_rate": 1e-05, "loss": 0.077, "step": 1700 }, { "epoch": 36.57754010695187, "grad_norm": 0.0148012051358819, "learning_rate": 1e-05, "loss": 0.0052, "step": 1710 }, { "epoch": 36.79144385026738, "grad_norm": 0.03192583844065666, "learning_rate": 1e-05, "loss": 0.086, "step": 1720 }, { "epoch": 37.00534759358289, "grad_norm": 82.85762023925781, "learning_rate": 1e-05, "loss": 0.0983, "step": 1730 }, { "epoch": 37.219251336898395, "grad_norm": 0.08266828954219818, "learning_rate": 1e-05, "loss": 0.0279, "step": 1740 }, { "epoch": 37.4331550802139, "grad_norm": 0.008177646435797215, "learning_rate": 1e-05, "loss": 0.0143, "step": 1750 }, { "epoch": 37.64705882352941, "grad_norm": 0.009183383546769619, "learning_rate": 1e-05, "loss": 0.0107, "step": 1760 }, { "epoch": 37.86096256684492, "grad_norm": 1.8703384399414062, "learning_rate": 1e-05, "loss": 0.0479, "step": 1770 }, { "epoch": 38.07486631016043, "grad_norm": 0.004155300557613373, "learning_rate": 1e-05, "loss": 0.0595, "step": 1780 }, { "epoch": 38.288770053475936, "grad_norm": 2.2654850482940674, "learning_rate": 1e-05, "loss": 0.033, "step": 1790 }, { "epoch": 38.50267379679144, "grad_norm": 0.20017670094966888, "learning_rate": 1e-05, "loss": 0.0078, "step": 1800 }, { "epoch": 38.716577540106954, "grad_norm": 53.791812896728516, "learning_rate": 1e-05, "loss": 0.058, "step": 1810 }, { "epoch": 38.93048128342246, "grad_norm": 47.128692626953125, "learning_rate": 1e-05, "loss": 0.045, "step": 1820 }, { "epoch": 39.144385026737964, "grad_norm": 41.79620361328125, "learning_rate": 1e-05, "loss": 0.156, "step": 1830 }, { "epoch": 39.35828877005348, "grad_norm": 4.738333702087402, "learning_rate": 1e-05, "loss": 0.0736, "step": 1840 }, { "epoch": 39.57219251336898, "grad_norm": 0.09291240572929382, "learning_rate": 1e-05, "loss": 0.0921, "step": 1850 }, { "epoch": 39.786096256684495, "grad_norm": 11.098824501037598, "learning_rate": 1e-05, "loss": 0.0778, "step": 1860 }, { "epoch": 40.0, "grad_norm": 40.247833251953125, "learning_rate": 1e-05, "loss": 0.0217, "step": 1870 }, { "epoch": 40.213903743315505, "grad_norm": 2.459455728530884, "learning_rate": 1e-05, "loss": 0.008, "step": 1880 }, { "epoch": 40.42780748663102, "grad_norm": 0.03633593022823334, "learning_rate": 1e-05, "loss": 0.0053, "step": 1890 }, { "epoch": 40.64171122994652, "grad_norm": 0.0483514666557312, "learning_rate": 1e-05, "loss": 0.0566, "step": 1900 }, { "epoch": 40.855614973262036, "grad_norm": 53.63500213623047, "learning_rate": 1e-05, "loss": 0.0183, "step": 1910 }, { "epoch": 41.06951871657754, "grad_norm": 0.13120533525943756, "learning_rate": 1e-05, "loss": 0.0099, "step": 1920 }, { "epoch": 41.283422459893046, "grad_norm": 0.0008334398153237998, "learning_rate": 1e-05, "loss": 0.0007, "step": 1930 }, { "epoch": 41.49732620320856, "grad_norm": 0.028349481523036957, "learning_rate": 1e-05, "loss": 0.0011, "step": 1940 }, { "epoch": 41.711229946524064, "grad_norm": 72.34516906738281, "learning_rate": 1e-05, "loss": 0.0117, "step": 1950 }, { "epoch": 41.92513368983957, "grad_norm": 0.0020225769840180874, "learning_rate": 1e-05, "loss": 0.0097, "step": 1960 }, { "epoch": 42.13903743315508, "grad_norm": 43.7913703918457, "learning_rate": 1e-05, "loss": 0.0821, "step": 1970 }, { "epoch": 42.35294117647059, "grad_norm": 18.823827743530273, "learning_rate": 1e-05, "loss": 0.01, "step": 1980 }, { "epoch": 42.5668449197861, "grad_norm": 0.01237189769744873, "learning_rate": 1e-05, "loss": 0.013, "step": 1990 }, { "epoch": 42.780748663101605, "grad_norm": 0.00256702140904963, "learning_rate": 1e-05, "loss": 0.0041, "step": 2000 }, { "epoch": 42.780748663101605, "eval_accuracy": 0.4, "eval_loss": 7.45703125, "eval_runtime": 0.871, "eval_samples_per_second": 11.481, "eval_steps_per_second": 1.148, "step": 2000 }, { "epoch": 42.99465240641711, "grad_norm": 1.2592170238494873, "learning_rate": 1e-05, "loss": 0.0114, "step": 2010 }, { "epoch": 43.20855614973262, "grad_norm": 0.007054993882775307, "learning_rate": 1e-05, "loss": 0.0012, "step": 2020 }, { "epoch": 43.42245989304813, "grad_norm": 0.01072179526090622, "learning_rate": 1e-05, "loss": 0.0322, "step": 2030 }, { "epoch": 43.63636363636363, "grad_norm": 0.06874937564134598, "learning_rate": 1e-05, "loss": 0.0056, "step": 2040 }, { "epoch": 43.850267379679146, "grad_norm": 0.3548222482204437, "learning_rate": 1e-05, "loss": 0.0567, "step": 2050 }, { "epoch": 44.06417112299465, "grad_norm": 0.00958499126136303, "learning_rate": 1e-05, "loss": 0.0002, "step": 2060 }, { "epoch": 44.27807486631016, "grad_norm": 0.022511236369609833, "learning_rate": 1e-05, "loss": 0.0001, "step": 2070 }, { "epoch": 44.49197860962567, "grad_norm": 0.0012719137594103813, "learning_rate": 1e-05, "loss": 0.0056, "step": 2080 }, { "epoch": 44.705882352941174, "grad_norm": 0.0017934085335582495, "learning_rate": 1e-05, "loss": 0.0, "step": 2090 }, { "epoch": 44.919786096256686, "grad_norm": 0.001212795963510871, "learning_rate": 1e-05, "loss": 0.0043, "step": 2100 }, { "epoch": 45.13368983957219, "grad_norm": 0.001217988203279674, "learning_rate": 1e-05, "loss": 0.0054, "step": 2110 }, { "epoch": 45.3475935828877, "grad_norm": 0.0004769123042933643, "learning_rate": 1e-05, "loss": 0.0076, "step": 2120 }, { "epoch": 45.56149732620321, "grad_norm": 0.04562573507428169, "learning_rate": 1e-05, "loss": 0.0002, "step": 2130 }, { "epoch": 45.775401069518715, "grad_norm": 0.009098031558096409, "learning_rate": 1e-05, "loss": 0.0072, "step": 2140 }, { "epoch": 45.98930481283423, "grad_norm": 0.0003972891136072576, "learning_rate": 1e-05, "loss": 0.0327, "step": 2150 }, { "epoch": 46.20320855614973, "grad_norm": 0.001338423229753971, "learning_rate": 1e-05, "loss": 0.0001, "step": 2160 }, { "epoch": 46.41711229946524, "grad_norm": 62.341766357421875, "learning_rate": 1e-05, "loss": 0.0439, "step": 2170 }, { "epoch": 46.63101604278075, "grad_norm": 0.00038688722997903824, "learning_rate": 1e-05, "loss": 0.0002, "step": 2180 }, { "epoch": 46.844919786096256, "grad_norm": 0.001497891847975552, "learning_rate": 1e-05, "loss": 0.0, "step": 2190 }, { "epoch": 47.05882352941177, "grad_norm": 0.013468620367348194, "learning_rate": 1e-05, "loss": 0.0018, "step": 2200 }, { "epoch": 47.27272727272727, "grad_norm": 0.00993560440838337, "learning_rate": 1e-05, "loss": 0.0029, "step": 2210 }, { "epoch": 47.48663101604278, "grad_norm": 0.0010626667644828558, "learning_rate": 1e-05, "loss": 0.0001, "step": 2220 }, { "epoch": 47.70053475935829, "grad_norm": 0.00042168135405518115, "learning_rate": 1e-05, "loss": 0.0052, "step": 2230 }, { "epoch": 47.9144385026738, "grad_norm": 0.0007084342068992555, "learning_rate": 1e-05, "loss": 0.0016, "step": 2240 }, { "epoch": 48.1283422459893, "grad_norm": 0.0010569526348263025, "learning_rate": 1e-05, "loss": 0.0, "step": 2250 }, { "epoch": 48.342245989304814, "grad_norm": 0.00023022103414405137, "learning_rate": 1e-05, "loss": 0.0008, "step": 2260 }, { "epoch": 48.55614973262032, "grad_norm": 0.005315893329679966, "learning_rate": 1e-05, "loss": 0.0091, "step": 2270 }, { "epoch": 48.77005347593583, "grad_norm": 0.007200363092124462, "learning_rate": 1e-05, "loss": 0.0, "step": 2280 }, { "epoch": 48.98395721925134, "grad_norm": 0.0005015671486034989, "learning_rate": 1e-05, "loss": 0.0, "step": 2290 }, { "epoch": 49.19786096256684, "grad_norm": 0.0022118561901152134, "learning_rate": 1e-05, "loss": 0.001, "step": 2300 }, { "epoch": 49.411764705882355, "grad_norm": 0.0009918130235746503, "learning_rate": 1e-05, "loss": 0.0028, "step": 2310 }, { "epoch": 49.62566844919786, "grad_norm": 0.0068803769536316395, "learning_rate": 1e-05, "loss": 0.0, "step": 2320 }, { "epoch": 49.839572192513366, "grad_norm": 0.0005201214225962758, "learning_rate": 1e-05, "loss": 0.0, "step": 2330 }, { "epoch": 50.05347593582888, "grad_norm": 0.003280508564785123, "learning_rate": 1e-05, "loss": 0.0021, "step": 2340 }, { "epoch": 50.26737967914438, "grad_norm": 0.0004493014421314001, "learning_rate": 1e-05, "loss": 0.005, "step": 2350 }, { "epoch": 50.481283422459896, "grad_norm": 0.0019184891134500504, "learning_rate": 1e-05, "loss": 0.0, "step": 2360 }, { "epoch": 50.6951871657754, "grad_norm": 0.000974490656517446, "learning_rate": 1e-05, "loss": 0.0009, "step": 2370 }, { "epoch": 50.90909090909091, "grad_norm": 0.0006326729780994356, "learning_rate": 1e-05, "loss": 0.0006, "step": 2380 }, { "epoch": 51.12299465240642, "grad_norm": 0.0008777513867244124, "learning_rate": 1e-05, "loss": 0.0, "step": 2390 }, { "epoch": 51.336898395721924, "grad_norm": 0.0005483902059495449, "learning_rate": 1e-05, "loss": 0.0021, "step": 2400 }, { "epoch": 51.336898395721924, "eval_accuracy": 0.4, "eval_loss": 7.8984375, "eval_runtime": 0.8716, "eval_samples_per_second": 11.474, "eval_steps_per_second": 1.147, "step": 2400 } ], "logging_steps": 10, "max_steps": 2500, "num_input_tokens_seen": 0, "num_train_epochs": 55, "save_steps": 400, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.9814468053798748e+18, "train_batch_size": 4, "trial_name": null, "trial_params": null }