multisubject_compsci_mc_2 / trainer_state.json
neginr's picture
End of training
43ced9b verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 6.955414012738854,
"eval_steps": 500,
"global_step": 364,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01910828025477707,
"grad_norm": 16.385162993426572,
"learning_rate": 5.405405405405406e-07,
"loss": 1.5698,
"step": 1
},
{
"epoch": 0.03821656050955414,
"grad_norm": 16.504800604597186,
"learning_rate": 1.0810810810810812e-06,
"loss": 1.5972,
"step": 2
},
{
"epoch": 0.05732484076433121,
"grad_norm": 15.46635677824654,
"learning_rate": 1.6216216216216219e-06,
"loss": 1.5254,
"step": 3
},
{
"epoch": 0.07643312101910828,
"grad_norm": 16.32262911321192,
"learning_rate": 2.1621621621621623e-06,
"loss": 1.5602,
"step": 4
},
{
"epoch": 0.09554140127388536,
"grad_norm": 14.532866256919611,
"learning_rate": 2.702702702702703e-06,
"loss": 1.4957,
"step": 5
},
{
"epoch": 0.11464968152866242,
"grad_norm": 12.429084270136249,
"learning_rate": 3.2432432432432437e-06,
"loss": 1.4258,
"step": 6
},
{
"epoch": 0.1337579617834395,
"grad_norm": 9.200276130835531,
"learning_rate": 3.7837837837837844e-06,
"loss": 1.2829,
"step": 7
},
{
"epoch": 0.15286624203821655,
"grad_norm": 7.518795812144619,
"learning_rate": 4.324324324324325e-06,
"loss": 1.265,
"step": 8
},
{
"epoch": 0.17197452229299362,
"grad_norm": 6.557943979035445,
"learning_rate": 4.864864864864866e-06,
"loss": 1.2011,
"step": 9
},
{
"epoch": 0.1910828025477707,
"grad_norm": 7.761386310023502,
"learning_rate": 5.405405405405406e-06,
"loss": 1.1285,
"step": 10
},
{
"epoch": 0.21019108280254778,
"grad_norm": 5.800801599651337,
"learning_rate": 5.945945945945947e-06,
"loss": 1.0849,
"step": 11
},
{
"epoch": 0.22929936305732485,
"grad_norm": 4.458529924701665,
"learning_rate": 6.486486486486487e-06,
"loss": 1.0295,
"step": 12
},
{
"epoch": 0.2484076433121019,
"grad_norm": 4.449464961059666,
"learning_rate": 7.027027027027028e-06,
"loss": 1.0054,
"step": 13
},
{
"epoch": 0.267515923566879,
"grad_norm": 5.151158650335397,
"learning_rate": 7.567567567567569e-06,
"loss": 0.9589,
"step": 14
},
{
"epoch": 0.28662420382165604,
"grad_norm": 4.757079257630854,
"learning_rate": 8.108108108108109e-06,
"loss": 0.9881,
"step": 15
},
{
"epoch": 0.3057324840764331,
"grad_norm": 4.440520703195754,
"learning_rate": 8.64864864864865e-06,
"loss": 0.955,
"step": 16
},
{
"epoch": 0.3248407643312102,
"grad_norm": 2.8333651824679036,
"learning_rate": 9.189189189189191e-06,
"loss": 0.9141,
"step": 17
},
{
"epoch": 0.34394904458598724,
"grad_norm": 2.759048068164436,
"learning_rate": 9.729729729729732e-06,
"loss": 0.9251,
"step": 18
},
{
"epoch": 0.3630573248407643,
"grad_norm": 3.20055476511223,
"learning_rate": 1.027027027027027e-05,
"loss": 0.9106,
"step": 19
},
{
"epoch": 0.3821656050955414,
"grad_norm": 3.541249127738148,
"learning_rate": 1.0810810810810812e-05,
"loss": 0.8812,
"step": 20
},
{
"epoch": 0.4012738853503185,
"grad_norm": 2.807031455712289,
"learning_rate": 1.1351351351351352e-05,
"loss": 0.8684,
"step": 21
},
{
"epoch": 0.42038216560509556,
"grad_norm": 2.042523718413902,
"learning_rate": 1.1891891891891894e-05,
"loss": 0.8832,
"step": 22
},
{
"epoch": 0.4394904458598726,
"grad_norm": 2.1481689144751694,
"learning_rate": 1.2432432432432433e-05,
"loss": 0.878,
"step": 23
},
{
"epoch": 0.4585987261146497,
"grad_norm": 2.4022110137127726,
"learning_rate": 1.2972972972972975e-05,
"loss": 0.864,
"step": 24
},
{
"epoch": 0.47770700636942676,
"grad_norm": 2.1446981991533782,
"learning_rate": 1.3513513513513515e-05,
"loss": 0.8365,
"step": 25
},
{
"epoch": 0.4968152866242038,
"grad_norm": 2.0893745183886896,
"learning_rate": 1.4054054054054055e-05,
"loss": 0.8362,
"step": 26
},
{
"epoch": 0.5159235668789809,
"grad_norm": 1.6488707388541979,
"learning_rate": 1.4594594594594596e-05,
"loss": 0.8495,
"step": 27
},
{
"epoch": 0.535031847133758,
"grad_norm": 1.6921694203114936,
"learning_rate": 1.5135135135135138e-05,
"loss": 0.8239,
"step": 28
},
{
"epoch": 0.554140127388535,
"grad_norm": 2.0573030839069117,
"learning_rate": 1.5675675675675676e-05,
"loss": 0.8448,
"step": 29
},
{
"epoch": 0.5732484076433121,
"grad_norm": 1.7248249635999773,
"learning_rate": 1.6216216216216218e-05,
"loss": 0.8311,
"step": 30
},
{
"epoch": 0.5923566878980892,
"grad_norm": 1.6940388762105907,
"learning_rate": 1.6756756756756757e-05,
"loss": 0.8207,
"step": 31
},
{
"epoch": 0.6114649681528662,
"grad_norm": 1.6926871774648706,
"learning_rate": 1.72972972972973e-05,
"loss": 0.8042,
"step": 32
},
{
"epoch": 0.6305732484076433,
"grad_norm": 1.6302594155794337,
"learning_rate": 1.783783783783784e-05,
"loss": 0.809,
"step": 33
},
{
"epoch": 0.6496815286624203,
"grad_norm": 1.8069821223276006,
"learning_rate": 1.8378378378378383e-05,
"loss": 0.8475,
"step": 34
},
{
"epoch": 0.6687898089171974,
"grad_norm": 1.6810398894595866,
"learning_rate": 1.891891891891892e-05,
"loss": 0.795,
"step": 35
},
{
"epoch": 0.6878980891719745,
"grad_norm": 1.6752610079484405,
"learning_rate": 1.9459459459459463e-05,
"loss": 0.8243,
"step": 36
},
{
"epoch": 0.7070063694267515,
"grad_norm": 1.748395181450843,
"learning_rate": 2e-05,
"loss": 0.8132,
"step": 37
},
{
"epoch": 0.7261146496815286,
"grad_norm": 1.648537098710576,
"learning_rate": 1.9999538500851633e-05,
"loss": 0.8151,
"step": 38
},
{
"epoch": 0.7452229299363057,
"grad_norm": 1.5757172038673941,
"learning_rate": 1.9998154046002822e-05,
"loss": 0.8062,
"step": 39
},
{
"epoch": 0.7643312101910829,
"grad_norm": 1.8845590574584812,
"learning_rate": 1.9995846763238514e-05,
"loss": 0.8148,
"step": 40
},
{
"epoch": 0.7834394904458599,
"grad_norm": 2.094114813878872,
"learning_rate": 1.9992616865520515e-05,
"loss": 0.8219,
"step": 41
},
{
"epoch": 0.802547770700637,
"grad_norm": 1.6890917880505276,
"learning_rate": 1.9988464650967834e-05,
"loss": 0.8053,
"step": 42
},
{
"epoch": 0.821656050955414,
"grad_norm": 1.606154927757665,
"learning_rate": 1.9983390502829168e-05,
"loss": 0.8001,
"step": 43
},
{
"epoch": 0.8407643312101911,
"grad_norm": 1.4922460443430643,
"learning_rate": 1.9977394889447526e-05,
"loss": 0.8023,
"step": 44
},
{
"epoch": 0.8598726114649682,
"grad_norm": 1.721473976909461,
"learning_rate": 1.9970478364217e-05,
"loss": 0.7922,
"step": 45
},
{
"epoch": 0.8789808917197452,
"grad_norm": 1.492822163666417,
"learning_rate": 1.9962641565531694e-05,
"loss": 0.8043,
"step": 46
},
{
"epoch": 0.8980891719745223,
"grad_norm": 1.4028695347925793,
"learning_rate": 1.9953885216726788e-05,
"loss": 0.8107,
"step": 47
},
{
"epoch": 0.9171974522292994,
"grad_norm": 1.4948166631903215,
"learning_rate": 1.994421012601179e-05,
"loss": 0.7702,
"step": 48
},
{
"epoch": 0.9363057324840764,
"grad_norm": 1.5163532996354703,
"learning_rate": 1.9933617186395917e-05,
"loss": 0.8117,
"step": 49
},
{
"epoch": 0.9554140127388535,
"grad_norm": 1.550783453013226,
"learning_rate": 1.99221073756057e-05,
"loss": 0.7898,
"step": 50
},
{
"epoch": 0.9745222929936306,
"grad_norm": 1.6260454029830684,
"learning_rate": 1.990968175599471e-05,
"loss": 0.8044,
"step": 51
},
{
"epoch": 0.9936305732484076,
"grad_norm": 1.6316779083657356,
"learning_rate": 1.9896341474445526e-05,
"loss": 0.7751,
"step": 52
},
{
"epoch": 1.0127388535031847,
"grad_norm": 1.6273455814047662,
"learning_rate": 1.9882087762263857e-05,
"loss": 0.7185,
"step": 53
},
{
"epoch": 1.0318471337579618,
"grad_norm": 1.3702016927688272,
"learning_rate": 1.9866921935064907e-05,
"loss": 0.6317,
"step": 54
},
{
"epoch": 1.0509554140127388,
"grad_norm": 1.3702776063715345,
"learning_rate": 1.985084539265195e-05,
"loss": 0.5979,
"step": 55
},
{
"epoch": 1.070063694267516,
"grad_norm": 1.357835755609063,
"learning_rate": 1.983385961888711e-05,
"loss": 0.599,
"step": 56
},
{
"epoch": 1.089171974522293,
"grad_norm": 1.5607197079673851,
"learning_rate": 1.9815966181554412e-05,
"loss": 0.602,
"step": 57
},
{
"epoch": 1.10828025477707,
"grad_norm": 1.5351352622145285,
"learning_rate": 1.9797166732215078e-05,
"loss": 0.6138,
"step": 58
},
{
"epoch": 1.127388535031847,
"grad_norm": 1.7266095022061323,
"learning_rate": 1.977746300605507e-05,
"loss": 0.5711,
"step": 59
},
{
"epoch": 1.1464968152866242,
"grad_norm": 1.587015285885074,
"learning_rate": 1.975685682172497e-05,
"loss": 0.5927,
"step": 60
},
{
"epoch": 1.1656050955414012,
"grad_norm": 1.3602798340924052,
"learning_rate": 1.973535008117207e-05,
"loss": 0.5961,
"step": 61
},
{
"epoch": 1.1847133757961783,
"grad_norm": 1.5396673283104687,
"learning_rate": 1.9712944769464864e-05,
"loss": 0.5776,
"step": 62
},
{
"epoch": 1.2038216560509554,
"grad_norm": 1.4151140824773938,
"learning_rate": 1.9689642954609808e-05,
"loss": 0.5703,
"step": 63
},
{
"epoch": 1.2229299363057324,
"grad_norm": 1.6305530726818593,
"learning_rate": 1.9665446787360444e-05,
"loss": 0.6179,
"step": 64
},
{
"epoch": 1.2420382165605095,
"grad_norm": 1.5052390637526016,
"learning_rate": 1.9640358501018885e-05,
"loss": 0.5533,
"step": 65
},
{
"epoch": 1.2611464968152866,
"grad_norm": 1.4443125571283753,
"learning_rate": 1.9614380411229693e-05,
"loss": 0.5839,
"step": 66
},
{
"epoch": 1.2802547770700636,
"grad_norm": 1.3308482373115775,
"learning_rate": 1.9587514915766124e-05,
"loss": 0.5883,
"step": 67
},
{
"epoch": 1.2993630573248407,
"grad_norm": 1.42729767228037,
"learning_rate": 1.9559764494308838e-05,
"loss": 0.5448,
"step": 68
},
{
"epoch": 1.3184713375796178,
"grad_norm": 1.3781970251357278,
"learning_rate": 1.9531131708217005e-05,
"loss": 0.5767,
"step": 69
},
{
"epoch": 1.3375796178343948,
"grad_norm": 1.3677879447269978,
"learning_rate": 1.950161920029191e-05,
"loss": 0.5755,
"step": 70
},
{
"epoch": 1.356687898089172,
"grad_norm": 1.453105482367857,
"learning_rate": 1.9471229694533003e-05,
"loss": 0.5469,
"step": 71
},
{
"epoch": 1.3757961783439492,
"grad_norm": 1.4482246018744436,
"learning_rate": 1.943996599588649e-05,
"loss": 0.5784,
"step": 72
},
{
"epoch": 1.394904458598726,
"grad_norm": 1.401709151246391,
"learning_rate": 1.940783098998643e-05,
"loss": 0.592,
"step": 73
},
{
"epoch": 1.4140127388535033,
"grad_norm": 1.445141295836924,
"learning_rate": 1.93748276428884e-05,
"loss": 0.5365,
"step": 74
},
{
"epoch": 1.4331210191082802,
"grad_norm": 1.3732889276145823,
"learning_rate": 1.9340959000795707e-05,
"loss": 0.5772,
"step": 75
},
{
"epoch": 1.4522292993630574,
"grad_norm": 1.2182338563233495,
"learning_rate": 1.9306228189778255e-05,
"loss": 0.5819,
"step": 76
},
{
"epoch": 1.4713375796178343,
"grad_norm": 1.470612047637857,
"learning_rate": 1.927063841548398e-05,
"loss": 0.5574,
"step": 77
},
{
"epoch": 1.4904458598726116,
"grad_norm": 1.586990211389091,
"learning_rate": 1.9234192962842996e-05,
"loss": 0.5665,
"step": 78
},
{
"epoch": 1.5095541401273884,
"grad_norm": 1.3622127174538021,
"learning_rate": 1.9196895195764363e-05,
"loss": 0.6213,
"step": 79
},
{
"epoch": 1.5286624203821657,
"grad_norm": 1.5279213108356509,
"learning_rate": 1.9158748556825637e-05,
"loss": 0.5928,
"step": 80
},
{
"epoch": 1.5477707006369426,
"grad_norm": 1.381548176474239,
"learning_rate": 1.9119756566955092e-05,
"loss": 0.6015,
"step": 81
},
{
"epoch": 1.5668789808917198,
"grad_norm": 1.4791457207376197,
"learning_rate": 1.907992282510675e-05,
"loss": 0.5937,
"step": 82
},
{
"epoch": 1.5859872611464967,
"grad_norm": 1.3848517552915744,
"learning_rate": 1.90392510079282e-05,
"loss": 0.5835,
"step": 83
},
{
"epoch": 1.605095541401274,
"grad_norm": 1.4796492304425215,
"learning_rate": 1.8997744869421248e-05,
"loss": 0.5785,
"step": 84
},
{
"epoch": 1.6242038216560508,
"grad_norm": 1.4205681356051292,
"learning_rate": 1.8955408240595396e-05,
"loss": 0.5773,
"step": 85
},
{
"epoch": 1.643312101910828,
"grad_norm": 1.5299136367520119,
"learning_rate": 1.891224502911428e-05,
"loss": 0.6068,
"step": 86
},
{
"epoch": 1.662420382165605,
"grad_norm": 1.4517525362811488,
"learning_rate": 1.886825921893497e-05,
"loss": 0.5602,
"step": 87
},
{
"epoch": 1.6815286624203822,
"grad_norm": 1.3605482820727088,
"learning_rate": 1.8823454869940243e-05,
"loss": 0.582,
"step": 88
},
{
"epoch": 1.700636942675159,
"grad_norm": 1.462809151995504,
"learning_rate": 1.8777836117563894e-05,
"loss": 0.578,
"step": 89
},
{
"epoch": 1.7197452229299364,
"grad_norm": 1.309078307464712,
"learning_rate": 1.873140717240899e-05,
"loss": 0.6215,
"step": 90
},
{
"epoch": 1.7388535031847132,
"grad_norm": 1.3851134513499674,
"learning_rate": 1.8684172319859258e-05,
"loss": 0.6236,
"step": 91
},
{
"epoch": 1.7579617834394905,
"grad_norm": 1.3737393579288095,
"learning_rate": 1.863613591968355e-05,
"loss": 0.5538,
"step": 92
},
{
"epoch": 1.7770700636942676,
"grad_norm": 1.2714423428796768,
"learning_rate": 1.858730240563342e-05,
"loss": 0.5492,
"step": 93
},
{
"epoch": 1.7961783439490446,
"grad_norm": 1.3886107352803891,
"learning_rate": 1.8537676285033886e-05,
"loss": 0.6016,
"step": 94
},
{
"epoch": 1.8152866242038217,
"grad_norm": 1.3906573234567905,
"learning_rate": 1.848726213836744e-05,
"loss": 0.5578,
"step": 95
},
{
"epoch": 1.8343949044585988,
"grad_norm": 1.3072957741832658,
"learning_rate": 1.8436064618851225e-05,
"loss": 0.5573,
"step": 96
},
{
"epoch": 1.8535031847133758,
"grad_norm": 1.3086263321701983,
"learning_rate": 1.838408845200758e-05,
"loss": 0.5524,
"step": 97
},
{
"epoch": 1.872611464968153,
"grad_norm": 1.6817742508337377,
"learning_rate": 1.8331338435227838e-05,
"loss": 0.5807,
"step": 98
},
{
"epoch": 1.89171974522293,
"grad_norm": 1.4420032351612682,
"learning_rate": 1.8277819437329577e-05,
"loss": 0.5997,
"step": 99
},
{
"epoch": 1.910828025477707,
"grad_norm": 1.2716603040915755,
"learning_rate": 1.8223536398107177e-05,
"loss": 0.5822,
"step": 100
},
{
"epoch": 1.929936305732484,
"grad_norm": 1.255547700459211,
"learning_rate": 1.8168494327875918e-05,
"loss": 0.6029,
"step": 101
},
{
"epoch": 1.9490445859872612,
"grad_norm": 1.5220214086917268,
"learning_rate": 1.8112698307009506e-05,
"loss": 0.5896,
"step": 102
},
{
"epoch": 1.9681528662420382,
"grad_norm": 1.3560096197263136,
"learning_rate": 1.8056153485471167e-05,
"loss": 0.5807,
"step": 103
},
{
"epoch": 1.9872611464968153,
"grad_norm": 1.4780227859635648,
"learning_rate": 1.799886508233829e-05,
"loss": 0.5835,
"step": 104
},
{
"epoch": 2.0063694267515926,
"grad_norm": 1.2866181457082495,
"learning_rate": 1.7940838385320732e-05,
"loss": 0.4879,
"step": 105
},
{
"epoch": 2.0254777070063694,
"grad_norm": 1.2198554612027852,
"learning_rate": 1.788207875027274e-05,
"loss": 0.3399,
"step": 106
},
{
"epoch": 2.0445859872611467,
"grad_norm": 1.1638004148938548,
"learning_rate": 1.7822591600698632e-05,
"loss": 0.3263,
"step": 107
},
{
"epoch": 2.0636942675159236,
"grad_norm": 1.6947898795763063,
"learning_rate": 1.776238242725217e-05,
"loss": 0.3745,
"step": 108
},
{
"epoch": 2.082802547770701,
"grad_norm": 1.4731026648636676,
"learning_rate": 1.7701456787229805e-05,
"loss": 0.3178,
"step": 109
},
{
"epoch": 2.1019108280254777,
"grad_norm": 1.2004912660652227,
"learning_rate": 1.7639820304057745e-05,
"loss": 0.3473,
"step": 110
},
{
"epoch": 2.121019108280255,
"grad_norm": 1.2476423160721966,
"learning_rate": 1.7577478666772886e-05,
"loss": 0.3422,
"step": 111
},
{
"epoch": 2.140127388535032,
"grad_norm": 1.193306106849365,
"learning_rate": 1.751443762949772e-05,
"loss": 0.3631,
"step": 112
},
{
"epoch": 2.159235668789809,
"grad_norm": 1.0898051156699036,
"learning_rate": 1.7450703010909263e-05,
"loss": 0.3147,
"step": 113
},
{
"epoch": 2.178343949044586,
"grad_norm": 1.3273161284848005,
"learning_rate": 1.738628069370195e-05,
"loss": 0.3676,
"step": 114
},
{
"epoch": 2.1974522292993632,
"grad_norm": 1.2284704646661384,
"learning_rate": 1.732117662404469e-05,
"loss": 0.3665,
"step": 115
},
{
"epoch": 2.21656050955414,
"grad_norm": 1.2096350181391013,
"learning_rate": 1.7255396811032014e-05,
"loss": 0.3573,
"step": 116
},
{
"epoch": 2.2356687898089174,
"grad_norm": 1.2389791773164829,
"learning_rate": 1.718894732612947e-05,
"loss": 0.322,
"step": 117
},
{
"epoch": 2.254777070063694,
"grad_norm": 1.111622582088061,
"learning_rate": 1.712183430261319e-05,
"loss": 0.3427,
"step": 118
},
{
"epoch": 2.2738853503184715,
"grad_norm": 1.180404315815012,
"learning_rate": 1.7054063935003813e-05,
"loss": 0.3678,
"step": 119
},
{
"epoch": 2.2929936305732483,
"grad_norm": 1.1375955561384368,
"learning_rate": 1.698564247849473e-05,
"loss": 0.3314,
"step": 120
},
{
"epoch": 2.3121019108280256,
"grad_norm": 1.1098720646050049,
"learning_rate": 1.691657624837472e-05,
"loss": 0.3298,
"step": 121
},
{
"epoch": 2.3312101910828025,
"grad_norm": 1.210067269931286,
"learning_rate": 1.684687161944506e-05,
"loss": 0.3599,
"step": 122
},
{
"epoch": 2.3503184713375798,
"grad_norm": 1.1374262295996864,
"learning_rate": 1.677653502543113e-05,
"loss": 0.359,
"step": 123
},
{
"epoch": 2.3694267515923566,
"grad_norm": 1.111840116040498,
"learning_rate": 1.6705572958388576e-05,
"loss": 0.3477,
"step": 124
},
{
"epoch": 2.388535031847134,
"grad_norm": 1.1183070469663134,
"learning_rate": 1.6633991968104095e-05,
"loss": 0.3131,
"step": 125
},
{
"epoch": 2.4076433121019107,
"grad_norm": 1.0815893984722618,
"learning_rate": 1.6561798661490904e-05,
"loss": 0.3548,
"step": 126
},
{
"epoch": 2.426751592356688,
"grad_norm": 1.1159336391630241,
"learning_rate": 1.6488999701978905e-05,
"loss": 0.3491,
"step": 127
},
{
"epoch": 2.445859872611465,
"grad_norm": 1.0974239822986869,
"learning_rate": 1.6415601808899658e-05,
"loss": 0.3177,
"step": 128
},
{
"epoch": 2.464968152866242,
"grad_norm": 1.181955191907005,
"learning_rate": 1.63416117568662e-05,
"loss": 0.3594,
"step": 129
},
{
"epoch": 2.484076433121019,
"grad_norm": 1.1059188589471078,
"learning_rate": 1.6267036375147728e-05,
"loss": 0.3424,
"step": 130
},
{
"epoch": 2.5031847133757963,
"grad_norm": 1.1747469983595025,
"learning_rate": 1.619188254703927e-05,
"loss": 0.3567,
"step": 131
},
{
"epoch": 2.522292993630573,
"grad_norm": 1.1490766705292863,
"learning_rate": 1.6116157209226356e-05,
"loss": 0.3231,
"step": 132
},
{
"epoch": 2.5414012738853504,
"grad_norm": 1.147679134732286,
"learning_rate": 1.6039867351144778e-05,
"loss": 0.362,
"step": 133
},
{
"epoch": 2.5605095541401273,
"grad_norm": 1.1049665212638309,
"learning_rate": 1.5963020014335437e-05,
"loss": 0.3236,
"step": 134
},
{
"epoch": 2.5796178343949046,
"grad_norm": 1.2888513595868938,
"learning_rate": 1.588562229179443e-05,
"loss": 0.3675,
"step": 135
},
{
"epoch": 2.5987261146496814,
"grad_norm": 1.153461765608754,
"learning_rate": 1.5807681327318372e-05,
"loss": 0.3488,
"step": 136
},
{
"epoch": 2.6178343949044587,
"grad_norm": 1.1111216445665915,
"learning_rate": 1.5729204314845002e-05,
"loss": 0.3616,
"step": 137
},
{
"epoch": 2.6369426751592355,
"grad_norm": 1.1610643251674635,
"learning_rate": 1.56501984977892e-05,
"loss": 0.3413,
"step": 138
},
{
"epoch": 2.656050955414013,
"grad_norm": 1.0992867252068856,
"learning_rate": 1.557067116837444e-05,
"loss": 0.3049,
"step": 139
},
{
"epoch": 2.6751592356687897,
"grad_norm": 1.1231428941054005,
"learning_rate": 1.5490629666959668e-05,
"loss": 0.3631,
"step": 140
},
{
"epoch": 2.694267515923567,
"grad_norm": 1.1373285108620568,
"learning_rate": 1.541008138136183e-05,
"loss": 0.3233,
"step": 141
},
{
"epoch": 2.713375796178344,
"grad_norm": 1.0712877988374556,
"learning_rate": 1.5329033746173975e-05,
"loss": 0.358,
"step": 142
},
{
"epoch": 2.732484076433121,
"grad_norm": 1.0291514447015422,
"learning_rate": 1.5247494242079024e-05,
"loss": 0.37,
"step": 143
},
{
"epoch": 2.7515923566878984,
"grad_norm": 1.1128200584801455,
"learning_rate": 1.5165470395159314e-05,
"loss": 0.3301,
"step": 144
},
{
"epoch": 2.770700636942675,
"grad_norm": 1.1323881148146315,
"learning_rate": 1.5082969776201948e-05,
"loss": 0.3067,
"step": 145
},
{
"epoch": 2.789808917197452,
"grad_norm": 1.0308429646272341,
"learning_rate": 1.5000000000000002e-05,
"loss": 0.3289,
"step": 146
},
{
"epoch": 2.8089171974522293,
"grad_norm": 1.0552781992097453,
"learning_rate": 1.4916568724649688e-05,
"loss": 0.3226,
"step": 147
},
{
"epoch": 2.8280254777070066,
"grad_norm": 1.1483190940288472,
"learning_rate": 1.483268365084351e-05,
"loss": 0.341,
"step": 148
},
{
"epoch": 2.8471337579617835,
"grad_norm": 1.1983775278717306,
"learning_rate": 1.4748352521159492e-05,
"loss": 0.3085,
"step": 149
},
{
"epoch": 2.8662420382165603,
"grad_norm": 1.0020507576002027,
"learning_rate": 1.466358311934654e-05,
"loss": 0.3429,
"step": 150
},
{
"epoch": 2.8853503184713376,
"grad_norm": 1.1972458385216016,
"learning_rate": 1.4578383269606004e-05,
"loss": 0.2933,
"step": 151
},
{
"epoch": 2.904458598726115,
"grad_norm": 1.1589718554108799,
"learning_rate": 1.4492760835869504e-05,
"loss": 0.345,
"step": 152
},
{
"epoch": 2.9235668789808917,
"grad_norm": 1.1444814297688288,
"learning_rate": 1.4406723721073088e-05,
"loss": 0.3898,
"step": 153
},
{
"epoch": 2.9426751592356686,
"grad_norm": 1.1048277109165345,
"learning_rate": 1.4320279866427798e-05,
"loss": 0.3674,
"step": 154
},
{
"epoch": 2.961783439490446,
"grad_norm": 1.14131770709984,
"learning_rate": 1.4233437250686695e-05,
"loss": 0.3271,
"step": 155
},
{
"epoch": 2.980891719745223,
"grad_norm": 1.0730828437212399,
"learning_rate": 1.4146203889408418e-05,
"loss": 0.3342,
"step": 156
},
{
"epoch": 3.0,
"grad_norm": 1.0986481112547453,
"learning_rate": 1.4058587834217356e-05,
"loss": 0.3276,
"step": 157
},
{
"epoch": 3.0191082802547773,
"grad_norm": 0.9727813760048125,
"learning_rate": 1.3970597172060482e-05,
"loss": 0.2086,
"step": 158
},
{
"epoch": 3.038216560509554,
"grad_norm": 0.9351469513287544,
"learning_rate": 1.3882240024460928e-05,
"loss": 0.2144,
"step": 159
},
{
"epoch": 3.0573248407643314,
"grad_norm": 0.9596216840602939,
"learning_rate": 1.3793524546768358e-05,
"loss": 0.1854,
"step": 160
},
{
"epoch": 3.0764331210191083,
"grad_norm": 1.0070708882490527,
"learning_rate": 1.3704458927406261e-05,
"loss": 0.1979,
"step": 161
},
{
"epoch": 3.0955414012738856,
"grad_norm": 1.1947399346702603,
"learning_rate": 1.3615051387116131e-05,
"loss": 0.2177,
"step": 162
},
{
"epoch": 3.1146496815286624,
"grad_norm": 0.9221956509184932,
"learning_rate": 1.3525310178198707e-05,
"loss": 0.2099,
"step": 163
},
{
"epoch": 3.1337579617834397,
"grad_norm": 0.9410399106958189,
"learning_rate": 1.3435243583752294e-05,
"loss": 0.2038,
"step": 164
},
{
"epoch": 3.1528662420382165,
"grad_norm": 0.9814965993205671,
"learning_rate": 1.3344859916908206e-05,
"loss": 0.2378,
"step": 165
},
{
"epoch": 3.171974522292994,
"grad_norm": 0.9231538478983656,
"learning_rate": 1.325416752006351e-05,
"loss": 0.1767,
"step": 166
},
{
"epoch": 3.1910828025477707,
"grad_norm": 0.8950308599796192,
"learning_rate": 1.3163174764110985e-05,
"loss": 0.1753,
"step": 167
},
{
"epoch": 3.210191082802548,
"grad_norm": 0.9109948031677837,
"learning_rate": 1.3071890047666498e-05,
"loss": 0.2195,
"step": 168
},
{
"epoch": 3.229299363057325,
"grad_norm": 0.9602237468554572,
"learning_rate": 1.2980321796293838e-05,
"loss": 0.2231,
"step": 169
},
{
"epoch": 3.248407643312102,
"grad_norm": 0.9472126025942549,
"learning_rate": 1.288847846172701e-05,
"loss": 0.233,
"step": 170
},
{
"epoch": 3.267515923566879,
"grad_norm": 0.9448974877228525,
"learning_rate": 1.2796368521090143e-05,
"loss": 0.2293,
"step": 171
},
{
"epoch": 3.286624203821656,
"grad_norm": 0.8735754301637381,
"learning_rate": 1.2704000476115079e-05,
"loss": 0.1923,
"step": 172
},
{
"epoch": 3.305732484076433,
"grad_norm": 0.9320466823822048,
"learning_rate": 1.2611382852356632e-05,
"loss": 0.241,
"step": 173
},
{
"epoch": 3.3248407643312103,
"grad_norm": 0.8692677947193066,
"learning_rate": 1.2518524198405699e-05,
"loss": 0.227,
"step": 174
},
{
"epoch": 3.343949044585987,
"grad_norm": 0.8801146416841564,
"learning_rate": 1.2425433085100224e-05,
"loss": 0.1892,
"step": 175
},
{
"epoch": 3.3630573248407645,
"grad_norm": 1.024131338299322,
"learning_rate": 1.233211810473411e-05,
"loss": 0.2217,
"step": 176
},
{
"epoch": 3.3821656050955413,
"grad_norm": 0.8806375469042244,
"learning_rate": 1.2238587870264152e-05,
"loss": 0.2289,
"step": 177
},
{
"epoch": 3.4012738853503186,
"grad_norm": 0.8949628237735877,
"learning_rate": 1.2144851014515055e-05,
"loss": 0.1952,
"step": 178
},
{
"epoch": 3.4203821656050954,
"grad_norm": 0.9317408522256906,
"learning_rate": 1.2050916189382646e-05,
"loss": 0.2116,
"step": 179
},
{
"epoch": 3.4394904458598727,
"grad_norm": 0.8998850494532862,
"learning_rate": 1.1956792065035281e-05,
"loss": 0.1798,
"step": 180
},
{
"epoch": 3.4585987261146496,
"grad_norm": 0.854442662864881,
"learning_rate": 1.1862487329113606e-05,
"loss": 0.213,
"step": 181
},
{
"epoch": 3.477707006369427,
"grad_norm": 0.904951729039575,
"learning_rate": 1.1768010685928686e-05,
"loss": 0.1573,
"step": 182
},
{
"epoch": 3.4968152866242037,
"grad_norm": 0.8905053917581376,
"learning_rate": 1.1673370855658592e-05,
"loss": 0.1893,
"step": 183
},
{
"epoch": 3.515923566878981,
"grad_norm": 0.8324598623669239,
"learning_rate": 1.1578576573543541e-05,
"loss": 0.2159,
"step": 184
},
{
"epoch": 3.535031847133758,
"grad_norm": 1.0077484019543617,
"learning_rate": 1.1483636589079627e-05,
"loss": 0.1904,
"step": 185
},
{
"epoch": 3.554140127388535,
"grad_norm": 0.8809032468402521,
"learning_rate": 1.1388559665211241e-05,
"loss": 0.2147,
"step": 186
},
{
"epoch": 3.573248407643312,
"grad_norm": 0.8655097326224989,
"learning_rate": 1.1293354577522264e-05,
"loss": 0.2162,
"step": 187
},
{
"epoch": 3.5923566878980893,
"grad_norm": 0.8789799920919437,
"learning_rate": 1.1198030113426074e-05,
"loss": 0.19,
"step": 188
},
{
"epoch": 3.611464968152866,
"grad_norm": 0.903268539210289,
"learning_rate": 1.1102595071354471e-05,
"loss": 0.1852,
"step": 189
},
{
"epoch": 3.6305732484076434,
"grad_norm": 0.9455765723436995,
"learning_rate": 1.1007058259945584e-05,
"loss": 0.2172,
"step": 190
},
{
"epoch": 3.6496815286624202,
"grad_norm": 0.854386751908126,
"learning_rate": 1.0911428497230834e-05,
"loss": 0.2218,
"step": 191
},
{
"epoch": 3.6687898089171975,
"grad_norm": 0.8554909616748702,
"learning_rate": 1.0815714609821027e-05,
"loss": 0.2033,
"step": 192
},
{
"epoch": 3.6878980891719744,
"grad_norm": 0.9177260635164998,
"learning_rate": 1.0719925432091671e-05,
"loss": 0.2166,
"step": 193
},
{
"epoch": 3.7070063694267517,
"grad_norm": 0.8574723299072876,
"learning_rate": 1.0624069805367558e-05,
"loss": 0.208,
"step": 194
},
{
"epoch": 3.7261146496815285,
"grad_norm": 0.8427079553036521,
"learning_rate": 1.0528156577106703e-05,
"loss": 0.2083,
"step": 195
},
{
"epoch": 3.745222929936306,
"grad_norm": 0.8880834494398775,
"learning_rate": 1.043219460008374e-05,
"loss": 0.2112,
"step": 196
},
{
"epoch": 3.7643312101910826,
"grad_norm": 0.895077225646693,
"learning_rate": 1.0336192731572805e-05,
"loss": 0.2181,
"step": 197
},
{
"epoch": 3.78343949044586,
"grad_norm": 0.8535144125727894,
"learning_rate": 1.0240159832530007e-05,
"loss": 0.1875,
"step": 198
},
{
"epoch": 3.802547770700637,
"grad_norm": 0.8852101248249045,
"learning_rate": 1.0144104766775574e-05,
"loss": 0.2243,
"step": 199
},
{
"epoch": 3.821656050955414,
"grad_norm": 0.8844111940812327,
"learning_rate": 1.004803640017571e-05,
"loss": 0.2107,
"step": 200
},
{
"epoch": 3.840764331210191,
"grad_norm": 0.8703098886346262,
"learning_rate": 9.951963599824294e-06,
"loss": 0.2522,
"step": 201
},
{
"epoch": 3.859872611464968,
"grad_norm": 0.8379951683247892,
"learning_rate": 9.855895233224431e-06,
"loss": 0.2271,
"step": 202
},
{
"epoch": 3.8789808917197455,
"grad_norm": 0.8485804093654242,
"learning_rate": 9.759840167469995e-06,
"loss": 0.2111,
"step": 203
},
{
"epoch": 3.8980891719745223,
"grad_norm": 0.9209244983709053,
"learning_rate": 9.663807268427197e-06,
"loss": 0.2085,
"step": 204
},
{
"epoch": 3.917197452229299,
"grad_norm": 0.8341014031710875,
"learning_rate": 9.56780539991626e-06,
"loss": 0.2054,
"step": 205
},
{
"epoch": 3.9363057324840764,
"grad_norm": 0.830481999318346,
"learning_rate": 9.471843422893299e-06,
"loss": 0.1696,
"step": 206
},
{
"epoch": 3.9554140127388537,
"grad_norm": 0.870075031630067,
"learning_rate": 9.375930194632447e-06,
"loss": 0.2088,
"step": 207
},
{
"epoch": 3.9745222929936306,
"grad_norm": 0.8949036645858451,
"learning_rate": 9.28007456790833e-06,
"loss": 0.1856,
"step": 208
},
{
"epoch": 3.9936305732484074,
"grad_norm": 0.8409816207558508,
"learning_rate": 9.184285390178978e-06,
"loss": 0.1888,
"step": 209
},
{
"epoch": 4.012738853503185,
"grad_norm": 0.7770572252155418,
"learning_rate": 9.08857150276917e-06,
"loss": 0.1449,
"step": 210
},
{
"epoch": 4.031847133757962,
"grad_norm": 0.7207065511670053,
"learning_rate": 8.992941740054418e-06,
"loss": 0.1393,
"step": 211
},
{
"epoch": 4.050955414012739,
"grad_norm": 0.6573904924432173,
"learning_rate": 8.897404928645529e-06,
"loss": 0.1382,
"step": 212
},
{
"epoch": 4.070063694267516,
"grad_norm": 0.5998961182192761,
"learning_rate": 8.80196988657393e-06,
"loss": 0.1179,
"step": 213
},
{
"epoch": 4.089171974522293,
"grad_norm": 0.7353709913341053,
"learning_rate": 8.706645422477739e-06,
"loss": 0.1296,
"step": 214
},
{
"epoch": 4.10828025477707,
"grad_norm": 0.8195740194511104,
"learning_rate": 8.611440334788762e-06,
"loss": 0.1485,
"step": 215
},
{
"epoch": 4.127388535031847,
"grad_norm": 0.7112832621893119,
"learning_rate": 8.516363410920376e-06,
"loss": 0.1182,
"step": 216
},
{
"epoch": 4.146496815286624,
"grad_norm": 0.7215183552128456,
"learning_rate": 8.42142342645646e-06,
"loss": 0.1575,
"step": 217
},
{
"epoch": 4.165605095541402,
"grad_norm": 0.6361659814580954,
"learning_rate": 8.326629144341408e-06,
"loss": 0.1021,
"step": 218
},
{
"epoch": 4.1847133757961785,
"grad_norm": 0.6779558705834515,
"learning_rate": 8.231989314071318e-06,
"loss": 0.1243,
"step": 219
},
{
"epoch": 4.203821656050955,
"grad_norm": 0.6707598534659711,
"learning_rate": 8.137512670886397e-06,
"loss": 0.0998,
"step": 220
},
{
"epoch": 4.222929936305732,
"grad_norm": 0.6470471778032241,
"learning_rate": 8.043207934964722e-06,
"loss": 0.148,
"step": 221
},
{
"epoch": 4.24203821656051,
"grad_norm": 0.661244303933043,
"learning_rate": 7.949083810617358e-06,
"loss": 0.1246,
"step": 222
},
{
"epoch": 4.261146496815287,
"grad_norm": 0.6142982587848405,
"learning_rate": 7.855148985484946e-06,
"loss": 0.1198,
"step": 223
},
{
"epoch": 4.280254777070064,
"grad_norm": 0.6629685162864739,
"learning_rate": 7.761412129735853e-06,
"loss": 0.1212,
"step": 224
},
{
"epoch": 4.2993630573248405,
"grad_norm": 0.6952845083203738,
"learning_rate": 7.667881895265895e-06,
"loss": 0.1298,
"step": 225
},
{
"epoch": 4.318471337579618,
"grad_norm": 0.6333882044772869,
"learning_rate": 7.574566914899779e-06,
"loss": 0.1225,
"step": 226
},
{
"epoch": 4.337579617834395,
"grad_norm": 0.6333292253877881,
"learning_rate": 7.481475801594302e-06,
"loss": 0.0954,
"step": 227
},
{
"epoch": 4.356687898089172,
"grad_norm": 0.6771048371022191,
"learning_rate": 7.388617147643371e-06,
"loss": 0.1156,
"step": 228
},
{
"epoch": 4.375796178343949,
"grad_norm": 0.6522245094480688,
"learning_rate": 7.295999523884921e-06,
"loss": 0.1123,
"step": 229
},
{
"epoch": 4.3949044585987265,
"grad_norm": 0.6404010369130144,
"learning_rate": 7.203631478909857e-06,
"loss": 0.113,
"step": 230
},
{
"epoch": 4.414012738853503,
"grad_norm": 0.6917698578909479,
"learning_rate": 7.111521538272997e-06,
"loss": 0.1179,
"step": 231
},
{
"epoch": 4.43312101910828,
"grad_norm": 0.6432868110985619,
"learning_rate": 7.019678203706164e-06,
"loss": 0.1284,
"step": 232
},
{
"epoch": 4.452229299363057,
"grad_norm": 0.5862011184671926,
"learning_rate": 6.928109952333506e-06,
"loss": 0.1318,
"step": 233
},
{
"epoch": 4.471337579617835,
"grad_norm": 0.5983391729216361,
"learning_rate": 6.83682523588902e-06,
"loss": 0.1361,
"step": 234
},
{
"epoch": 4.490445859872612,
"grad_norm": 0.7384156441048828,
"learning_rate": 6.745832479936492e-06,
"loss": 0.1202,
"step": 235
},
{
"epoch": 4.509554140127388,
"grad_norm": 0.5801257613679321,
"learning_rate": 6.655140083091794e-06,
"loss": 0.1142,
"step": 236
},
{
"epoch": 4.528662420382165,
"grad_norm": 0.6644460629119762,
"learning_rate": 6.564756416247712e-06,
"loss": 0.1132,
"step": 237
},
{
"epoch": 4.547770700636943,
"grad_norm": 0.6338897010453224,
"learning_rate": 6.474689821801295e-06,
"loss": 0.1224,
"step": 238
},
{
"epoch": 4.56687898089172,
"grad_norm": 0.6265192886702466,
"learning_rate": 6.384948612883872e-06,
"loss": 0.1081,
"step": 239
},
{
"epoch": 4.585987261146497,
"grad_norm": 0.6375524943746127,
"learning_rate": 6.2955410725937405e-06,
"loss": 0.142,
"step": 240
},
{
"epoch": 4.6050955414012735,
"grad_norm": 0.6024003247740342,
"learning_rate": 6.206475453231644e-06,
"loss": 0.1098,
"step": 241
},
{
"epoch": 4.624203821656051,
"grad_norm": 0.5422627616710795,
"learning_rate": 6.117759975539075e-06,
"loss": 0.1084,
"step": 242
},
{
"epoch": 4.643312101910828,
"grad_norm": 0.6082249236985866,
"learning_rate": 6.029402827939519e-06,
"loss": 0.1356,
"step": 243
},
{
"epoch": 4.662420382165605,
"grad_norm": 0.6409844864728751,
"learning_rate": 5.941412165782645e-06,
"loss": 0.1072,
"step": 244
},
{
"epoch": 4.681528662420382,
"grad_norm": 0.6047083213755711,
"learning_rate": 5.853796110591583e-06,
"loss": 0.1199,
"step": 245
},
{
"epoch": 4.7006369426751595,
"grad_norm": 0.578772450983975,
"learning_rate": 5.766562749313309e-06,
"loss": 0.1397,
"step": 246
},
{
"epoch": 4.719745222929936,
"grad_norm": 0.651473421215594,
"learning_rate": 5.6797201335722064e-06,
"loss": 0.1534,
"step": 247
},
{
"epoch": 4.738853503184713,
"grad_norm": 0.5959248362521793,
"learning_rate": 5.593276278926912e-06,
"loss": 0.1258,
"step": 248
},
{
"epoch": 4.757961783439491,
"grad_norm": 0.5896005713691379,
"learning_rate": 5.507239164130501e-06,
"loss": 0.1215,
"step": 249
},
{
"epoch": 4.777070063694268,
"grad_norm": 0.6246354502017855,
"learning_rate": 5.421616730394e-06,
"loss": 0.1421,
"step": 250
},
{
"epoch": 4.796178343949045,
"grad_norm": 0.5802170532932973,
"learning_rate": 5.336416880653461e-06,
"loss": 0.1217,
"step": 251
},
{
"epoch": 4.8152866242038215,
"grad_norm": 0.6301892377174323,
"learning_rate": 5.251647478840511e-06,
"loss": 0.1253,
"step": 252
},
{
"epoch": 4.834394904458598,
"grad_norm": 0.6324248660174402,
"learning_rate": 5.167316349156495e-06,
"loss": 0.1049,
"step": 253
},
{
"epoch": 4.853503184713376,
"grad_norm": 0.6270125086141117,
"learning_rate": 5.083431275350312e-06,
"loss": 0.0929,
"step": 254
},
{
"epoch": 4.872611464968153,
"grad_norm": 0.589626433719279,
"learning_rate": 5.000000000000003e-06,
"loss": 0.1183,
"step": 255
},
{
"epoch": 4.89171974522293,
"grad_norm": 0.6333892873260404,
"learning_rate": 4.917030223798057e-06,
"loss": 0.1385,
"step": 256
},
{
"epoch": 4.9108280254777075,
"grad_norm": 0.6049252674697725,
"learning_rate": 4.834529604840686e-06,
"loss": 0.106,
"step": 257
},
{
"epoch": 4.929936305732484,
"grad_norm": 0.5901985327547369,
"learning_rate": 4.7525057579209775e-06,
"loss": 0.096,
"step": 258
},
{
"epoch": 4.949044585987261,
"grad_norm": 0.5559455099052016,
"learning_rate": 4.670966253826027e-06,
"loss": 0.1009,
"step": 259
},
{
"epoch": 4.968152866242038,
"grad_norm": 0.6211677396356956,
"learning_rate": 4.589918618638173e-06,
"loss": 0.1286,
"step": 260
},
{
"epoch": 4.987261146496815,
"grad_norm": 0.5873071270705379,
"learning_rate": 4.5093703330403385e-06,
"loss": 0.1145,
"step": 261
},
{
"epoch": 5.006369426751593,
"grad_norm": 0.469843710090882,
"learning_rate": 4.429328831625565e-06,
"loss": 0.1196,
"step": 262
},
{
"epoch": 5.025477707006369,
"grad_norm": 0.43945316537836715,
"learning_rate": 4.349801502210801e-06,
"loss": 0.0876,
"step": 263
},
{
"epoch": 5.044585987261146,
"grad_norm": 0.37285253307993454,
"learning_rate": 4.270795685155001e-06,
"loss": 0.0992,
"step": 264
},
{
"epoch": 5.063694267515924,
"grad_norm": 0.36075563930480936,
"learning_rate": 4.192318672681631e-06,
"loss": 0.0811,
"step": 265
},
{
"epoch": 5.082802547770701,
"grad_norm": 0.36018265438822283,
"learning_rate": 4.1143777082055715e-06,
"loss": 0.0765,
"step": 266
},
{
"epoch": 5.101910828025478,
"grad_norm": 0.40524551115007706,
"learning_rate": 4.036979985664566e-06,
"loss": 0.0993,
"step": 267
},
{
"epoch": 5.1210191082802545,
"grad_norm": 0.3902710741865906,
"learning_rate": 3.960132648855226e-06,
"loss": 0.0704,
"step": 268
},
{
"epoch": 5.140127388535032,
"grad_norm": 0.4257168548853022,
"learning_rate": 3.883842790773647e-06,
"loss": 0.078,
"step": 269
},
{
"epoch": 5.159235668789809,
"grad_norm": 0.42709657802643913,
"learning_rate": 3.8081174529607346e-06,
"loss": 0.0901,
"step": 270
},
{
"epoch": 5.178343949044586,
"grad_norm": 0.4464466835988097,
"learning_rate": 3.732963624852275e-06,
"loss": 0.1005,
"step": 271
},
{
"epoch": 5.197452229299363,
"grad_norm": 0.43813407531215287,
"learning_rate": 3.6583882431338047e-06,
"loss": 0.0794,
"step": 272
},
{
"epoch": 5.2165605095541405,
"grad_norm": 0.42534884458138056,
"learning_rate": 3.584398191100341e-06,
"loss": 0.0804,
"step": 273
},
{
"epoch": 5.235668789808917,
"grad_norm": 0.3904545598805854,
"learning_rate": 3.511000298021098e-06,
"loss": 0.0746,
"step": 274
},
{
"epoch": 5.254777070063694,
"grad_norm": 0.38122125804588974,
"learning_rate": 3.4382013385090985e-06,
"loss": 0.0771,
"step": 275
},
{
"epoch": 5.273885350318471,
"grad_norm": 0.3910636832792095,
"learning_rate": 3.3660080318959043e-06,
"loss": 0.0763,
"step": 276
},
{
"epoch": 5.292993630573249,
"grad_norm": 0.3943252213563477,
"learning_rate": 3.2944270416114256e-06,
"loss": 0.0824,
"step": 277
},
{
"epoch": 5.312101910828026,
"grad_norm": 0.4153720046814973,
"learning_rate": 3.223464974568874e-06,
"loss": 0.0808,
"step": 278
},
{
"epoch": 5.3312101910828025,
"grad_norm": 0.37449475995730286,
"learning_rate": 3.153128380554941e-06,
"loss": 0.0669,
"step": 279
},
{
"epoch": 5.350318471337579,
"grad_norm": 0.3678087641481315,
"learning_rate": 3.0834237516252817e-06,
"loss": 0.078,
"step": 280
},
{
"epoch": 5.369426751592357,
"grad_norm": 0.39958648443736494,
"learning_rate": 3.0143575215052732e-06,
"loss": 0.1098,
"step": 281
},
{
"epoch": 5.388535031847134,
"grad_norm": 0.44061456973739005,
"learning_rate": 2.94593606499619e-06,
"loss": 0.0736,
"step": 282
},
{
"epoch": 5.407643312101911,
"grad_norm": 0.40798693413680315,
"learning_rate": 2.878165697386812e-06,
"loss": 0.0743,
"step": 283
},
{
"epoch": 5.426751592356688,
"grad_norm": 0.40002583724881186,
"learning_rate": 2.8110526738705345e-06,
"loss": 0.0973,
"step": 284
},
{
"epoch": 5.445859872611465,
"grad_norm": 0.4027836230760282,
"learning_rate": 2.7446031889679893e-06,
"loss": 0.0863,
"step": 285
},
{
"epoch": 5.464968152866242,
"grad_norm": 0.4223422247231742,
"learning_rate": 2.678823375955314e-06,
"loss": 0.0827,
"step": 286
},
{
"epoch": 5.484076433121019,
"grad_norm": 0.3753472338541051,
"learning_rate": 2.6137193062980506e-06,
"loss": 0.0927,
"step": 287
},
{
"epoch": 5.503184713375796,
"grad_norm": 0.4371880580691285,
"learning_rate": 2.5492969890907383e-06,
"loss": 0.0862,
"step": 288
},
{
"epoch": 5.522292993630574,
"grad_norm": 0.43678290237390494,
"learning_rate": 2.485562370502279e-06,
"loss": 0.1076,
"step": 289
},
{
"epoch": 5.54140127388535,
"grad_norm": 0.4686470682614719,
"learning_rate": 2.4225213332271203e-06,
"loss": 0.0658,
"step": 290
},
{
"epoch": 5.560509554140127,
"grad_norm": 0.399090511069466,
"learning_rate": 2.3601796959422585e-06,
"loss": 0.0867,
"step": 291
},
{
"epoch": 5.579617834394904,
"grad_norm": 0.38033742520384534,
"learning_rate": 2.2985432127701945e-06,
"loss": 0.0939,
"step": 292
},
{
"epoch": 5.598726114649682,
"grad_norm": 0.4195573707985727,
"learning_rate": 2.2376175727478346e-06,
"loss": 0.0792,
"step": 293
},
{
"epoch": 5.617834394904459,
"grad_norm": 0.39410042613894186,
"learning_rate": 2.1774083993013715e-06,
"loss": 0.0939,
"step": 294
},
{
"epoch": 5.6369426751592355,
"grad_norm": 0.42028801078240485,
"learning_rate": 2.1179212497272582e-06,
"loss": 0.0914,
"step": 295
},
{
"epoch": 5.656050955414012,
"grad_norm": 0.4373301107215838,
"learning_rate": 2.0591616146792705e-06,
"loss": 0.0612,
"step": 296
},
{
"epoch": 5.67515923566879,
"grad_norm": 0.42230760844766996,
"learning_rate": 2.0011349176617133e-06,
"loss": 0.0745,
"step": 297
},
{
"epoch": 5.694267515923567,
"grad_norm": 0.43204660972362535,
"learning_rate": 1.9438465145288377e-06,
"loss": 0.0862,
"step": 298
},
{
"epoch": 5.713375796178344,
"grad_norm": 0.42621175764084096,
"learning_rate": 1.8873016929904942e-06,
"loss": 0.0902,
"step": 299
},
{
"epoch": 5.732484076433121,
"grad_norm": 0.3834518525429406,
"learning_rate": 1.8315056721240831e-06,
"loss": 0.0651,
"step": 300
},
{
"epoch": 5.751592356687898,
"grad_norm": 0.37147796573780106,
"learning_rate": 1.7764636018928249e-06,
"loss": 0.0725,
"step": 301
},
{
"epoch": 5.770700636942675,
"grad_norm": 0.3537695521438638,
"learning_rate": 1.722180562670428e-06,
"loss": 0.0805,
"step": 302
},
{
"epoch": 5.789808917197452,
"grad_norm": 0.3894501723809,
"learning_rate": 1.6686615647721638e-06,
"loss": 0.0774,
"step": 303
},
{
"epoch": 5.80891719745223,
"grad_norm": 0.37961916616617003,
"learning_rate": 1.6159115479924259e-06,
"loss": 0.0927,
"step": 304
},
{
"epoch": 5.828025477707007,
"grad_norm": 0.3872561941363768,
"learning_rate": 1.5639353811487744e-06,
"loss": 0.0741,
"step": 305
},
{
"epoch": 5.8471337579617835,
"grad_norm": 0.34833321067453243,
"learning_rate": 1.5127378616325606e-06,
"loss": 0.0744,
"step": 306
},
{
"epoch": 5.86624203821656,
"grad_norm": 0.3855037708428381,
"learning_rate": 1.462323714966114e-06,
"loss": 0.0908,
"step": 307
},
{
"epoch": 5.885350318471337,
"grad_norm": 0.40297529412539035,
"learning_rate": 1.4126975943665844e-06,
"loss": 0.0998,
"step": 308
},
{
"epoch": 5.904458598726115,
"grad_norm": 0.4029126709486481,
"learning_rate": 1.3638640803164516e-06,
"loss": 0.0911,
"step": 309
},
{
"epoch": 5.923566878980892,
"grad_norm": 0.4258982687557646,
"learning_rate": 1.3158276801407432e-06,
"loss": 0.0849,
"step": 310
},
{
"epoch": 5.942675159235669,
"grad_norm": 0.3553371859042462,
"learning_rate": 1.2685928275910142e-06,
"loss": 0.0676,
"step": 311
},
{
"epoch": 5.961783439490446,
"grad_norm": 0.3979066431111897,
"learning_rate": 1.222163882436107e-06,
"loss": 0.0509,
"step": 312
},
{
"epoch": 5.980891719745223,
"grad_norm": 0.4141884197499124,
"learning_rate": 1.1765451300597574e-06,
"loss": 0.089,
"step": 313
},
{
"epoch": 6.0,
"grad_norm": 0.3770050896807073,
"learning_rate": 1.1317407810650372e-06,
"loss": 0.0544,
"step": 314
},
{
"epoch": 6.019108280254777,
"grad_norm": 0.32674830108323855,
"learning_rate": 1.0877549708857228e-06,
"loss": 0.0603,
"step": 315
},
{
"epoch": 6.038216560509555,
"grad_norm": 0.3123835583619939,
"learning_rate": 1.0445917594046073e-06,
"loss": 0.0645,
"step": 316
},
{
"epoch": 6.057324840764331,
"grad_norm": 0.2533884278161009,
"learning_rate": 1.0022551305787564e-06,
"loss": 0.0571,
"step": 317
},
{
"epoch": 6.076433121019108,
"grad_norm": 0.25372043981270836,
"learning_rate": 9.607489920717983e-07,
"loss": 0.0677,
"step": 318
},
{
"epoch": 6.095541401273885,
"grad_norm": 0.28932834883810127,
"learning_rate": 9.200771748932513e-07,
"loss": 0.0665,
"step": 319
},
{
"epoch": 6.114649681528663,
"grad_norm": 0.29574813210798573,
"learning_rate": 8.802434330449128e-07,
"loss": 0.0605,
"step": 320
},
{
"epoch": 6.13375796178344,
"grad_norm": 0.32412205688268597,
"learning_rate": 8.412514431743657e-07,
"loss": 0.0759,
"step": 321
},
{
"epoch": 6.1528662420382165,
"grad_norm": 0.298971869628302,
"learning_rate": 8.031048042356393e-07,
"loss": 0.0944,
"step": 322
},
{
"epoch": 6.171974522292993,
"grad_norm": 0.28058094255268096,
"learning_rate": 7.65807037157007e-07,
"loss": 0.0737,
"step": 323
},
{
"epoch": 6.191082802547771,
"grad_norm": 0.26273990851994955,
"learning_rate": 7.293615845160196e-07,
"loss": 0.0801,
"step": 324
},
{
"epoch": 6.210191082802548,
"grad_norm": 0.26749718281850127,
"learning_rate": 6.937718102217461e-07,
"loss": 0.0843,
"step": 325
},
{
"epoch": 6.229299363057325,
"grad_norm": 0.27788643017096765,
"learning_rate": 6.590409992042957e-07,
"loss": 0.0479,
"step": 326
},
{
"epoch": 6.248407643312102,
"grad_norm": 0.32662056891673275,
"learning_rate": 6.251723571116031e-07,
"loss": 0.0996,
"step": 327
},
{
"epoch": 6.267515923566879,
"grad_norm": 0.34232243605883206,
"learning_rate": 5.921690100135713e-07,
"loss": 0.1195,
"step": 328
},
{
"epoch": 6.286624203821656,
"grad_norm": 0.26341475326491803,
"learning_rate": 5.600340041135133e-07,
"loss": 0.041,
"step": 329
},
{
"epoch": 6.305732484076433,
"grad_norm": 0.32091863933742903,
"learning_rate": 5.287703054670012e-07,
"loss": 0.0896,
"step": 330
},
{
"epoch": 6.32484076433121,
"grad_norm": 0.26324953620812674,
"learning_rate": 4.983807997080925e-07,
"loss": 0.0507,
"step": 331
},
{
"epoch": 6.343949044585988,
"grad_norm": 0.31884114580503486,
"learning_rate": 4.6886829178299676e-07,
"loss": 0.0916,
"step": 332
},
{
"epoch": 6.3630573248407645,
"grad_norm": 0.2987800921220235,
"learning_rate": 4.402355056911656e-07,
"loss": 0.0787,
"step": 333
},
{
"epoch": 6.382165605095541,
"grad_norm": 0.27285623552894217,
"learning_rate": 4.124850842338779e-07,
"loss": 0.0898,
"step": 334
},
{
"epoch": 6.401273885350318,
"grad_norm": 0.32925345757232627,
"learning_rate": 3.8561958877030957e-07,
"loss": 0.082,
"step": 335
},
{
"epoch": 6.420382165605096,
"grad_norm": 0.25722868705327834,
"learning_rate": 3.5964149898111587e-07,
"loss": 0.0537,
"step": 336
},
{
"epoch": 6.439490445859873,
"grad_norm": 0.309845365274313,
"learning_rate": 3.345532126395579e-07,
"loss": 0.0579,
"step": 337
},
{
"epoch": 6.45859872611465,
"grad_norm": 0.2977940307136604,
"learning_rate": 3.1035704539019384e-07,
"loss": 0.0726,
"step": 338
},
{
"epoch": 6.477707006369426,
"grad_norm": 0.31025376844846553,
"learning_rate": 2.870552305351382e-07,
"loss": 0.0706,
"step": 339
},
{
"epoch": 6.496815286624204,
"grad_norm": 0.2554835376087535,
"learning_rate": 2.646499188279328e-07,
"loss": 0.0424,
"step": 340
},
{
"epoch": 6.515923566878981,
"grad_norm": 0.3180912293312616,
"learning_rate": 2.4314317827503375e-07,
"loss": 0.1085,
"step": 341
},
{
"epoch": 6.535031847133758,
"grad_norm": 0.2982157435124411,
"learning_rate": 2.2253699394493066e-07,
"loss": 0.0576,
"step": 342
},
{
"epoch": 6.554140127388535,
"grad_norm": 0.3315729789977526,
"learning_rate": 2.028332677849254e-07,
"loss": 0.0573,
"step": 343
},
{
"epoch": 6.573248407643312,
"grad_norm": 0.25427048529330454,
"learning_rate": 1.840338184455881e-07,
"loss": 0.059,
"step": 344
},
{
"epoch": 6.592356687898089,
"grad_norm": 0.2785181993003191,
"learning_rate": 1.6614038111289034e-07,
"loss": 0.0611,
"step": 345
},
{
"epoch": 6.611464968152866,
"grad_norm": 0.29248938451924733,
"learning_rate": 1.49154607348051e-07,
"loss": 0.0793,
"step": 346
},
{
"epoch": 6.630573248407643,
"grad_norm": 0.24475616642622175,
"learning_rate": 1.330780649350938e-07,
"loss": 0.0613,
"step": 347
},
{
"epoch": 6.649681528662421,
"grad_norm": 0.28091544427398124,
"learning_rate": 1.1791223773614635e-07,
"loss": 0.0487,
"step": 348
},
{
"epoch": 6.6687898089171975,
"grad_norm": 0.30442981684389875,
"learning_rate": 1.0365852555447642e-07,
"loss": 0.0642,
"step": 349
},
{
"epoch": 6.687898089171974,
"grad_norm": 0.2746202449333878,
"learning_rate": 9.031824400528854e-08,
"loss": 0.0756,
"step": 350
},
{
"epoch": 6.707006369426751,
"grad_norm": 0.3087108598983567,
"learning_rate": 7.789262439430012e-08,
"loss": 0.0848,
"step": 351
},
{
"epoch": 6.726114649681529,
"grad_norm": 0.24776098383715156,
"learning_rate": 6.638281360408339e-08,
"loss": 0.0532,
"step": 352
},
{
"epoch": 6.745222929936306,
"grad_norm": 0.26456060953324073,
"learning_rate": 5.578987398821345e-08,
"loss": 0.0662,
"step": 353
},
{
"epoch": 6.764331210191083,
"grad_norm": 0.2955614791032562,
"learning_rate": 4.6114783273213395e-08,
"loss": 0.0583,
"step": 354
},
{
"epoch": 6.7834394904458595,
"grad_norm": 0.30673675317506477,
"learning_rate": 3.735843446830867e-08,
"loss": 0.0782,
"step": 355
},
{
"epoch": 6.802547770700637,
"grad_norm": 0.28925621808565305,
"learning_rate": 2.9521635783001932e-08,
"loss": 0.0671,
"step": 356
},
{
"epoch": 6.821656050955414,
"grad_norm": 0.30205551410687065,
"learning_rate": 2.2605110552477162e-08,
"loss": 0.0832,
"step": 357
},
{
"epoch": 6.840764331210191,
"grad_norm": 0.2919584904581562,
"learning_rate": 1.6609497170834154e-08,
"loss": 0.0729,
"step": 358
},
{
"epoch": 6.859872611464969,
"grad_norm": 0.24648188888791672,
"learning_rate": 1.1535349032167908e-08,
"loss": 0.0611,
"step": 359
},
{
"epoch": 6.8789808917197455,
"grad_norm": 0.3133304348225492,
"learning_rate": 7.3831344794872415e-09,
"loss": 0.0791,
"step": 360
},
{
"epoch": 6.898089171974522,
"grad_norm": 0.3021167233528452,
"learning_rate": 4.153236761488266e-09,
"loss": 0.0523,
"step": 361
},
{
"epoch": 6.917197452229299,
"grad_norm": 0.2634021956191592,
"learning_rate": 1.8459539971804608e-09,
"loss": 0.0352,
"step": 362
},
{
"epoch": 6.936305732484076,
"grad_norm": 0.30858275497051213,
"learning_rate": 4.614991483686826e-10,
"loss": 0.0874,
"step": 363
},
{
"epoch": 6.955414012738854,
"grad_norm": 0.2820445593615768,
"learning_rate": 0.0,
"loss": 0.0458,
"step": 364
},
{
"epoch": 6.955414012738854,
"step": 364,
"total_flos": 8.44150893179945e+16,
"train_loss": 0.3398333612092576,
"train_runtime": 2635.8839,
"train_samples_per_second": 13.278,
"train_steps_per_second": 0.138
}
],
"logging_steps": 1,
"max_steps": 364,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 8.44150893179945e+16,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}