prxy5606's picture
Training in progress, step 200, checkpoint
e62d80b verified
{
"best_metric": 1.1628694534301758,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.3104384943733023,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0015521924718665113,
"grad_norm": 0.18503686785697937,
"learning_rate": 5e-06,
"loss": 0.6515,
"step": 1
},
{
"epoch": 0.0015521924718665113,
"eval_loss": 1.4058570861816406,
"eval_runtime": 83.3584,
"eval_samples_per_second": 13.016,
"eval_steps_per_second": 6.514,
"step": 1
},
{
"epoch": 0.0031043849437330227,
"grad_norm": 0.21703191101551056,
"learning_rate": 1e-05,
"loss": 0.8251,
"step": 2
},
{
"epoch": 0.004656577415599534,
"grad_norm": 0.2690574526786804,
"learning_rate": 1.5e-05,
"loss": 0.9786,
"step": 3
},
{
"epoch": 0.006208769887466045,
"grad_norm": 0.26256296038627625,
"learning_rate": 2e-05,
"loss": 0.9597,
"step": 4
},
{
"epoch": 0.007760962359332557,
"grad_norm": 0.28159835934638977,
"learning_rate": 2.5e-05,
"loss": 0.9861,
"step": 5
},
{
"epoch": 0.009313154831199068,
"grad_norm": 0.2422163337469101,
"learning_rate": 3e-05,
"loss": 0.9501,
"step": 6
},
{
"epoch": 0.01086534730306558,
"grad_norm": 0.2566586434841156,
"learning_rate": 3.5e-05,
"loss": 1.1036,
"step": 7
},
{
"epoch": 0.01241753977493209,
"grad_norm": 0.25555717945098877,
"learning_rate": 4e-05,
"loss": 1.0891,
"step": 8
},
{
"epoch": 0.013969732246798603,
"grad_norm": 0.25616592168807983,
"learning_rate": 4.5e-05,
"loss": 1.0693,
"step": 9
},
{
"epoch": 0.015521924718665115,
"grad_norm": 0.2807532846927643,
"learning_rate": 5e-05,
"loss": 1.1407,
"step": 10
},
{
"epoch": 0.017074117190531625,
"grad_norm": 0.29218876361846924,
"learning_rate": 5.500000000000001e-05,
"loss": 1.1332,
"step": 11
},
{
"epoch": 0.018626309662398137,
"grad_norm": 0.3137388825416565,
"learning_rate": 6e-05,
"loss": 1.1886,
"step": 12
},
{
"epoch": 0.02017850213426465,
"grad_norm": 0.3073325455188751,
"learning_rate": 6.500000000000001e-05,
"loss": 1.2433,
"step": 13
},
{
"epoch": 0.02173069460613116,
"grad_norm": 0.3186430037021637,
"learning_rate": 7e-05,
"loss": 1.1397,
"step": 14
},
{
"epoch": 0.023282887077997673,
"grad_norm": 0.32625216245651245,
"learning_rate": 7.500000000000001e-05,
"loss": 1.1369,
"step": 15
},
{
"epoch": 0.02483507954986418,
"grad_norm": 0.37930625677108765,
"learning_rate": 8e-05,
"loss": 1.2547,
"step": 16
},
{
"epoch": 0.026387272021730693,
"grad_norm": 0.3755185902118683,
"learning_rate": 8.5e-05,
"loss": 1.2252,
"step": 17
},
{
"epoch": 0.027939464493597205,
"grad_norm": 0.38259395956993103,
"learning_rate": 9e-05,
"loss": 1.2257,
"step": 18
},
{
"epoch": 0.029491656965463717,
"grad_norm": 0.3669893741607666,
"learning_rate": 9.5e-05,
"loss": 1.1849,
"step": 19
},
{
"epoch": 0.03104384943733023,
"grad_norm": 0.34851202368736267,
"learning_rate": 0.0001,
"loss": 1.1709,
"step": 20
},
{
"epoch": 0.03259604190919674,
"grad_norm": 0.36455070972442627,
"learning_rate": 9.999238475781957e-05,
"loss": 1.2213,
"step": 21
},
{
"epoch": 0.03414823438106325,
"grad_norm": 0.38422465324401855,
"learning_rate": 9.99695413509548e-05,
"loss": 1.2971,
"step": 22
},
{
"epoch": 0.03570042685292976,
"grad_norm": 0.36575639247894287,
"learning_rate": 9.99314767377287e-05,
"loss": 1.2899,
"step": 23
},
{
"epoch": 0.037252619324796274,
"grad_norm": 0.3730488419532776,
"learning_rate": 9.987820251299122e-05,
"loss": 1.3122,
"step": 24
},
{
"epoch": 0.038804811796662786,
"grad_norm": 0.3623234033584595,
"learning_rate": 9.980973490458728e-05,
"loss": 1.2621,
"step": 25
},
{
"epoch": 0.0403570042685293,
"grad_norm": 0.40793418884277344,
"learning_rate": 9.972609476841367e-05,
"loss": 1.2989,
"step": 26
},
{
"epoch": 0.04190919674039581,
"grad_norm": 0.39662837982177734,
"learning_rate": 9.962730758206611e-05,
"loss": 1.3058,
"step": 27
},
{
"epoch": 0.04346138921226232,
"grad_norm": 0.42494845390319824,
"learning_rate": 9.951340343707852e-05,
"loss": 1.3119,
"step": 28
},
{
"epoch": 0.045013581684128834,
"grad_norm": 0.429860383272171,
"learning_rate": 9.938441702975689e-05,
"loss": 1.2452,
"step": 29
},
{
"epoch": 0.046565774155995346,
"grad_norm": 0.4707893133163452,
"learning_rate": 9.924038765061042e-05,
"loss": 1.1891,
"step": 30
},
{
"epoch": 0.04811796662786186,
"grad_norm": 0.5009111762046814,
"learning_rate": 9.908135917238321e-05,
"loss": 1.3307,
"step": 31
},
{
"epoch": 0.04967015909972836,
"grad_norm": 0.49140918254852295,
"learning_rate": 9.890738003669029e-05,
"loss": 1.2803,
"step": 32
},
{
"epoch": 0.051222351571594875,
"grad_norm": 0.49774688482284546,
"learning_rate": 9.871850323926177e-05,
"loss": 1.3875,
"step": 33
},
{
"epoch": 0.05277454404346139,
"grad_norm": 0.5047544836997986,
"learning_rate": 9.851478631379982e-05,
"loss": 1.2994,
"step": 34
},
{
"epoch": 0.0543267365153279,
"grad_norm": 0.5006894469261169,
"learning_rate": 9.829629131445342e-05,
"loss": 1.332,
"step": 35
},
{
"epoch": 0.05587892898719441,
"grad_norm": 0.515229344367981,
"learning_rate": 9.806308479691595e-05,
"loss": 1.2985,
"step": 36
},
{
"epoch": 0.05743112145906092,
"grad_norm": 0.5397118926048279,
"learning_rate": 9.781523779815179e-05,
"loss": 1.3506,
"step": 37
},
{
"epoch": 0.058983313930927435,
"grad_norm": 0.47588130831718445,
"learning_rate": 9.755282581475769e-05,
"loss": 1.3326,
"step": 38
},
{
"epoch": 0.06053550640279395,
"grad_norm": 0.5251979827880859,
"learning_rate": 9.727592877996585e-05,
"loss": 1.3764,
"step": 39
},
{
"epoch": 0.06208769887466046,
"grad_norm": 0.5344756841659546,
"learning_rate": 9.698463103929542e-05,
"loss": 1.2655,
"step": 40
},
{
"epoch": 0.06363989134652696,
"grad_norm": 0.5431151390075684,
"learning_rate": 9.667902132486009e-05,
"loss": 1.3312,
"step": 41
},
{
"epoch": 0.06519208381839348,
"grad_norm": 0.5688284039497375,
"learning_rate": 9.635919272833938e-05,
"loss": 1.2599,
"step": 42
},
{
"epoch": 0.06674427629025999,
"grad_norm": 0.6097058653831482,
"learning_rate": 9.602524267262203e-05,
"loss": 1.3808,
"step": 43
},
{
"epoch": 0.0682964687621265,
"grad_norm": 0.5607826709747314,
"learning_rate": 9.567727288213005e-05,
"loss": 1.3462,
"step": 44
},
{
"epoch": 0.06984866123399301,
"grad_norm": 0.5400423407554626,
"learning_rate": 9.53153893518325e-05,
"loss": 1.2345,
"step": 45
},
{
"epoch": 0.07140085370585952,
"grad_norm": 0.5579301118850708,
"learning_rate": 9.493970231495835e-05,
"loss": 1.3386,
"step": 46
},
{
"epoch": 0.07295304617772604,
"grad_norm": 0.600250780582428,
"learning_rate": 9.45503262094184e-05,
"loss": 1.473,
"step": 47
},
{
"epoch": 0.07450523864959255,
"grad_norm": 0.609580934047699,
"learning_rate": 9.414737964294636e-05,
"loss": 1.4143,
"step": 48
},
{
"epoch": 0.07605743112145906,
"grad_norm": 0.7040746808052063,
"learning_rate": 9.373098535696979e-05,
"loss": 1.465,
"step": 49
},
{
"epoch": 0.07760962359332557,
"grad_norm": 1.0788086652755737,
"learning_rate": 9.330127018922194e-05,
"loss": 1.5379,
"step": 50
},
{
"epoch": 0.07760962359332557,
"eval_loss": 1.2365593910217285,
"eval_runtime": 84.2918,
"eval_samples_per_second": 12.872,
"eval_steps_per_second": 6.442,
"step": 50
},
{
"epoch": 0.07916181606519208,
"grad_norm": 0.208244189620018,
"learning_rate": 9.285836503510562e-05,
"loss": 0.7064,
"step": 51
},
{
"epoch": 0.0807140085370586,
"grad_norm": 0.25803104043006897,
"learning_rate": 9.24024048078213e-05,
"loss": 0.835,
"step": 52
},
{
"epoch": 0.08226620100892511,
"grad_norm": 0.2872063219547272,
"learning_rate": 9.193352839727121e-05,
"loss": 0.9635,
"step": 53
},
{
"epoch": 0.08381839348079162,
"grad_norm": 0.27456480264663696,
"learning_rate": 9.145187862775209e-05,
"loss": 1.0085,
"step": 54
},
{
"epoch": 0.08537058595265813,
"grad_norm": 0.2541908323764801,
"learning_rate": 9.09576022144496e-05,
"loss": 0.98,
"step": 55
},
{
"epoch": 0.08692277842452464,
"grad_norm": 0.24798186123371124,
"learning_rate": 9.045084971874738e-05,
"loss": 1.043,
"step": 56
},
{
"epoch": 0.08847497089639116,
"grad_norm": 0.24266217648983002,
"learning_rate": 8.993177550236464e-05,
"loss": 0.975,
"step": 57
},
{
"epoch": 0.09002716336825767,
"grad_norm": 0.23755359649658203,
"learning_rate": 8.940053768033609e-05,
"loss": 1.103,
"step": 58
},
{
"epoch": 0.09157935584012418,
"grad_norm": 0.2594914734363556,
"learning_rate": 8.885729807284856e-05,
"loss": 1.1108,
"step": 59
},
{
"epoch": 0.09313154831199069,
"grad_norm": 0.260532945394516,
"learning_rate": 8.83022221559489e-05,
"loss": 0.9986,
"step": 60
},
{
"epoch": 0.0946837407838572,
"grad_norm": 0.26638638973236084,
"learning_rate": 8.773547901113862e-05,
"loss": 1.1747,
"step": 61
},
{
"epoch": 0.09623593325572372,
"grad_norm": 0.25695279240608215,
"learning_rate": 8.715724127386972e-05,
"loss": 1.1011,
"step": 62
},
{
"epoch": 0.09778812572759023,
"grad_norm": 0.28216707706451416,
"learning_rate": 8.656768508095853e-05,
"loss": 1.1402,
"step": 63
},
{
"epoch": 0.09934031819945673,
"grad_norm": 0.27320596575737,
"learning_rate": 8.596699001693255e-05,
"loss": 1.1755,
"step": 64
},
{
"epoch": 0.10089251067132324,
"grad_norm": 0.30737578868865967,
"learning_rate": 8.535533905932738e-05,
"loss": 1.106,
"step": 65
},
{
"epoch": 0.10244470314318975,
"grad_norm": 0.28403839468955994,
"learning_rate": 8.473291852294987e-05,
"loss": 1.1238,
"step": 66
},
{
"epoch": 0.10399689561505626,
"grad_norm": 0.2960684597492218,
"learning_rate": 8.409991800312493e-05,
"loss": 1.1425,
"step": 67
},
{
"epoch": 0.10554908808692277,
"grad_norm": 0.29324308037757874,
"learning_rate": 8.345653031794292e-05,
"loss": 1.1544,
"step": 68
},
{
"epoch": 0.10710128055878929,
"grad_norm": 0.30567237734794617,
"learning_rate": 8.280295144952536e-05,
"loss": 1.2075,
"step": 69
},
{
"epoch": 0.1086534730306558,
"grad_norm": 0.32144761085510254,
"learning_rate": 8.213938048432697e-05,
"loss": 1.2646,
"step": 70
},
{
"epoch": 0.11020566550252231,
"grad_norm": 0.3119107186794281,
"learning_rate": 8.146601955249188e-05,
"loss": 1.154,
"step": 71
},
{
"epoch": 0.11175785797438882,
"grad_norm": 0.34419557452201843,
"learning_rate": 8.07830737662829e-05,
"loss": 1.1839,
"step": 72
},
{
"epoch": 0.11331005044625533,
"grad_norm": 0.32192665338516235,
"learning_rate": 8.009075115760243e-05,
"loss": 1.2252,
"step": 73
},
{
"epoch": 0.11486224291812185,
"grad_norm": 0.3307979106903076,
"learning_rate": 7.938926261462366e-05,
"loss": 1.1931,
"step": 74
},
{
"epoch": 0.11641443538998836,
"grad_norm": 0.3643626272678375,
"learning_rate": 7.86788218175523e-05,
"loss": 1.2355,
"step": 75
},
{
"epoch": 0.11796662786185487,
"grad_norm": 0.3622789680957794,
"learning_rate": 7.795964517353735e-05,
"loss": 1.2064,
"step": 76
},
{
"epoch": 0.11951882033372138,
"grad_norm": 0.3453439474105835,
"learning_rate": 7.723195175075136e-05,
"loss": 1.0944,
"step": 77
},
{
"epoch": 0.1210710128055879,
"grad_norm": 0.373737633228302,
"learning_rate": 7.649596321166024e-05,
"loss": 1.2976,
"step": 78
},
{
"epoch": 0.1226232052774544,
"grad_norm": 0.40315911173820496,
"learning_rate": 7.575190374550272e-05,
"loss": 1.2818,
"step": 79
},
{
"epoch": 0.12417539774932092,
"grad_norm": 0.44741833209991455,
"learning_rate": 7.500000000000001e-05,
"loss": 1.3029,
"step": 80
},
{
"epoch": 0.12572759022118743,
"grad_norm": 0.41700729727745056,
"learning_rate": 7.424048101231686e-05,
"loss": 1.3157,
"step": 81
},
{
"epoch": 0.12727978269305393,
"grad_norm": 0.42594003677368164,
"learning_rate": 7.347357813929454e-05,
"loss": 1.2919,
"step": 82
},
{
"epoch": 0.12883197516492045,
"grad_norm": 0.4305015206336975,
"learning_rate": 7.269952498697734e-05,
"loss": 1.2893,
"step": 83
},
{
"epoch": 0.13038416763678695,
"grad_norm": 0.4550113081932068,
"learning_rate": 7.191855733945387e-05,
"loss": 1.4103,
"step": 84
},
{
"epoch": 0.13193636010865348,
"grad_norm": 0.4780341386795044,
"learning_rate": 7.113091308703498e-05,
"loss": 1.3371,
"step": 85
},
{
"epoch": 0.13348855258051998,
"grad_norm": 0.4826207160949707,
"learning_rate": 7.033683215379002e-05,
"loss": 1.3083,
"step": 86
},
{
"epoch": 0.1350407450523865,
"grad_norm": 0.5050732493400574,
"learning_rate": 6.953655642446368e-05,
"loss": 1.3091,
"step": 87
},
{
"epoch": 0.136592937524253,
"grad_norm": 0.5040425658226013,
"learning_rate": 6.873032967079561e-05,
"loss": 1.2558,
"step": 88
},
{
"epoch": 0.13814512999611953,
"grad_norm": 0.5459226965904236,
"learning_rate": 6.7918397477265e-05,
"loss": 1.1998,
"step": 89
},
{
"epoch": 0.13969732246798602,
"grad_norm": 0.5227588415145874,
"learning_rate": 6.710100716628344e-05,
"loss": 1.3123,
"step": 90
},
{
"epoch": 0.14124951493985255,
"grad_norm": 0.5383272767066956,
"learning_rate": 6.627840772285784e-05,
"loss": 1.264,
"step": 91
},
{
"epoch": 0.14280170741171905,
"grad_norm": 0.5507062077522278,
"learning_rate": 6.545084971874738e-05,
"loss": 1.3205,
"step": 92
},
{
"epoch": 0.14435389988358557,
"grad_norm": 0.5608528256416321,
"learning_rate": 6.461858523613684e-05,
"loss": 1.3012,
"step": 93
},
{
"epoch": 0.14590609235545207,
"grad_norm": 0.5358137488365173,
"learning_rate": 6.378186779084995e-05,
"loss": 1.2865,
"step": 94
},
{
"epoch": 0.1474582848273186,
"grad_norm": 0.5364001393318176,
"learning_rate": 6.294095225512603e-05,
"loss": 1.3138,
"step": 95
},
{
"epoch": 0.1490104772991851,
"grad_norm": 0.5460485816001892,
"learning_rate": 6.209609477998338e-05,
"loss": 1.4544,
"step": 96
},
{
"epoch": 0.15056266977105162,
"grad_norm": 0.5636151432991028,
"learning_rate": 6.124755271719325e-05,
"loss": 1.3556,
"step": 97
},
{
"epoch": 0.15211486224291812,
"grad_norm": 0.5942332148551941,
"learning_rate": 6.0395584540887963e-05,
"loss": 1.331,
"step": 98
},
{
"epoch": 0.15366705471478465,
"grad_norm": 0.6374626159667969,
"learning_rate": 5.9540449768827246e-05,
"loss": 1.4722,
"step": 99
},
{
"epoch": 0.15521924718665114,
"grad_norm": 0.8560624122619629,
"learning_rate": 5.868240888334653e-05,
"loss": 1.2749,
"step": 100
},
{
"epoch": 0.15521924718665114,
"eval_loss": 1.1981837749481201,
"eval_runtime": 84.0952,
"eval_samples_per_second": 12.902,
"eval_steps_per_second": 6.457,
"step": 100
},
{
"epoch": 0.15677143965851767,
"grad_norm": 0.17679108679294586,
"learning_rate": 5.782172325201155e-05,
"loss": 0.799,
"step": 101
},
{
"epoch": 0.15832363213038417,
"grad_norm": 0.21500533819198608,
"learning_rate": 5.695865504800327e-05,
"loss": 0.8486,
"step": 102
},
{
"epoch": 0.15987582460225067,
"grad_norm": 0.22146056592464447,
"learning_rate": 5.6093467170257374e-05,
"loss": 0.8614,
"step": 103
},
{
"epoch": 0.1614280170741172,
"grad_norm": 0.26255136728286743,
"learning_rate": 5.522642316338268e-05,
"loss": 1.0168,
"step": 104
},
{
"epoch": 0.1629802095459837,
"grad_norm": 0.23788823187351227,
"learning_rate": 5.435778713738292e-05,
"loss": 1.0063,
"step": 105
},
{
"epoch": 0.16453240201785022,
"grad_norm": 0.24406470358371735,
"learning_rate": 5.348782368720626e-05,
"loss": 0.9463,
"step": 106
},
{
"epoch": 0.1660845944897167,
"grad_norm": 0.2359701246023178,
"learning_rate": 5.26167978121472e-05,
"loss": 1.0042,
"step": 107
},
{
"epoch": 0.16763678696158324,
"grad_norm": 0.45982709527015686,
"learning_rate": 5.174497483512506e-05,
"loss": 1.0701,
"step": 108
},
{
"epoch": 0.16918897943344974,
"grad_norm": 0.2334708571434021,
"learning_rate": 5.0872620321864185e-05,
"loss": 1.0063,
"step": 109
},
{
"epoch": 0.17074117190531626,
"grad_norm": 0.24308626353740692,
"learning_rate": 5e-05,
"loss": 1.0113,
"step": 110
},
{
"epoch": 0.17229336437718276,
"grad_norm": 0.2540592551231384,
"learning_rate": 4.912737967813583e-05,
"loss": 1.0861,
"step": 111
},
{
"epoch": 0.1738455568490493,
"grad_norm": 0.2556550204753876,
"learning_rate": 4.825502516487497e-05,
"loss": 1.1639,
"step": 112
},
{
"epoch": 0.17539774932091579,
"grad_norm": 0.2509619891643524,
"learning_rate": 4.738320218785281e-05,
"loss": 1.1022,
"step": 113
},
{
"epoch": 0.1769499417927823,
"grad_norm": 0.27927160263061523,
"learning_rate": 4.6512176312793736e-05,
"loss": 1.0619,
"step": 114
},
{
"epoch": 0.1785021342646488,
"grad_norm": 0.27921226620674133,
"learning_rate": 4.564221286261709e-05,
"loss": 1.135,
"step": 115
},
{
"epoch": 0.18005432673651534,
"grad_norm": 0.27985909581184387,
"learning_rate": 4.477357683661734e-05,
"loss": 1.2055,
"step": 116
},
{
"epoch": 0.18160651920838183,
"grad_norm": 0.28013497591018677,
"learning_rate": 4.390653282974264e-05,
"loss": 1.1392,
"step": 117
},
{
"epoch": 0.18315871168024836,
"grad_norm": 0.2879810631275177,
"learning_rate": 4.3041344951996746e-05,
"loss": 1.1487,
"step": 118
},
{
"epoch": 0.18471090415211486,
"grad_norm": 0.29554373025894165,
"learning_rate": 4.2178276747988446e-05,
"loss": 1.1189,
"step": 119
},
{
"epoch": 0.18626309662398138,
"grad_norm": 0.29500454664230347,
"learning_rate": 4.131759111665349e-05,
"loss": 1.1911,
"step": 120
},
{
"epoch": 0.18781528909584788,
"grad_norm": 0.2961357831954956,
"learning_rate": 4.045955023117276e-05,
"loss": 1.1043,
"step": 121
},
{
"epoch": 0.1893674815677144,
"grad_norm": 0.3352125287055969,
"learning_rate": 3.960441545911204e-05,
"loss": 1.2578,
"step": 122
},
{
"epoch": 0.1909196740395809,
"grad_norm": 0.33993181586265564,
"learning_rate": 3.875244728280676e-05,
"loss": 1.2228,
"step": 123
},
{
"epoch": 0.19247186651144743,
"grad_norm": 0.3543814718723297,
"learning_rate": 3.790390522001662e-05,
"loss": 1.2523,
"step": 124
},
{
"epoch": 0.19402405898331393,
"grad_norm": 0.34547507762908936,
"learning_rate": 3.705904774487396e-05,
"loss": 1.233,
"step": 125
},
{
"epoch": 0.19557625145518046,
"grad_norm": 0.33998626470565796,
"learning_rate": 3.6218132209150045e-05,
"loss": 1.2057,
"step": 126
},
{
"epoch": 0.19712844392704695,
"grad_norm": 0.37567129731178284,
"learning_rate": 3.5381414763863166e-05,
"loss": 1.3237,
"step": 127
},
{
"epoch": 0.19868063639891345,
"grad_norm": 0.36463621258735657,
"learning_rate": 3.4549150281252636e-05,
"loss": 1.2959,
"step": 128
},
{
"epoch": 0.20023282887077998,
"grad_norm": 0.38328975439071655,
"learning_rate": 3.372159227714218e-05,
"loss": 1.2529,
"step": 129
},
{
"epoch": 0.20178502134264648,
"grad_norm": 0.3917052447795868,
"learning_rate": 3.289899283371657e-05,
"loss": 1.2928,
"step": 130
},
{
"epoch": 0.203337213814513,
"grad_norm": 0.3970443308353424,
"learning_rate": 3.2081602522734986e-05,
"loss": 1.1732,
"step": 131
},
{
"epoch": 0.2048894062863795,
"grad_norm": 0.43389272689819336,
"learning_rate": 3.12696703292044e-05,
"loss": 1.3013,
"step": 132
},
{
"epoch": 0.20644159875824603,
"grad_norm": 0.4360358715057373,
"learning_rate": 3.046344357553632e-05,
"loss": 1.2674,
"step": 133
},
{
"epoch": 0.20799379123011252,
"grad_norm": 0.45030710101127625,
"learning_rate": 2.9663167846209998e-05,
"loss": 1.2964,
"step": 134
},
{
"epoch": 0.20954598370197905,
"grad_norm": 0.45357832312583923,
"learning_rate": 2.886908691296504e-05,
"loss": 1.2428,
"step": 135
},
{
"epoch": 0.21109817617384555,
"grad_norm": 0.4770860970020294,
"learning_rate": 2.8081442660546125e-05,
"loss": 1.252,
"step": 136
},
{
"epoch": 0.21265036864571207,
"grad_norm": 0.46414923667907715,
"learning_rate": 2.7300475013022663e-05,
"loss": 1.2981,
"step": 137
},
{
"epoch": 0.21420256111757857,
"grad_norm": 0.4736550748348236,
"learning_rate": 2.6526421860705473e-05,
"loss": 1.269,
"step": 138
},
{
"epoch": 0.2157547535894451,
"grad_norm": 0.47675976157188416,
"learning_rate": 2.575951898768315e-05,
"loss": 1.2472,
"step": 139
},
{
"epoch": 0.2173069460613116,
"grad_norm": 0.48701146245002747,
"learning_rate": 2.500000000000001e-05,
"loss": 1.3839,
"step": 140
},
{
"epoch": 0.21885913853317812,
"grad_norm": 0.5033087730407715,
"learning_rate": 2.4248096254497288e-05,
"loss": 1.1504,
"step": 141
},
{
"epoch": 0.22041133100504462,
"grad_norm": 0.5181295871734619,
"learning_rate": 2.350403678833976e-05,
"loss": 1.3645,
"step": 142
},
{
"epoch": 0.22196352347691115,
"grad_norm": 0.5079509019851685,
"learning_rate": 2.2768048249248648e-05,
"loss": 1.2558,
"step": 143
},
{
"epoch": 0.22351571594877764,
"grad_norm": 0.5224129557609558,
"learning_rate": 2.2040354826462668e-05,
"loss": 1.3698,
"step": 144
},
{
"epoch": 0.22506790842064417,
"grad_norm": 0.5362732410430908,
"learning_rate": 2.132117818244771e-05,
"loss": 1.2566,
"step": 145
},
{
"epoch": 0.22662010089251067,
"grad_norm": 0.5596816539764404,
"learning_rate": 2.061073738537635e-05,
"loss": 1.396,
"step": 146
},
{
"epoch": 0.2281722933643772,
"grad_norm": 0.5064431428909302,
"learning_rate": 1.9909248842397584e-05,
"loss": 1.2597,
"step": 147
},
{
"epoch": 0.2297244858362437,
"grad_norm": 0.5758273601531982,
"learning_rate": 1.9216926233717085e-05,
"loss": 1.2895,
"step": 148
},
{
"epoch": 0.23127667830811022,
"grad_norm": 0.6258172988891602,
"learning_rate": 1.8533980447508137e-05,
"loss": 1.3318,
"step": 149
},
{
"epoch": 0.23282887077997672,
"grad_norm": 0.8499401211738586,
"learning_rate": 1.7860619515673033e-05,
"loss": 1.519,
"step": 150
},
{
"epoch": 0.23282887077997672,
"eval_loss": 1.1672673225402832,
"eval_runtime": 84.0738,
"eval_samples_per_second": 12.905,
"eval_steps_per_second": 6.459,
"step": 150
},
{
"epoch": 0.23438106325184324,
"grad_norm": 0.17299634218215942,
"learning_rate": 1.7197048550474643e-05,
"loss": 0.7786,
"step": 151
},
{
"epoch": 0.23593325572370974,
"grad_norm": 0.19577302038669586,
"learning_rate": 1.6543469682057106e-05,
"loss": 0.8748,
"step": 152
},
{
"epoch": 0.23748544819557627,
"grad_norm": 0.20664645731449127,
"learning_rate": 1.5900081996875083e-05,
"loss": 0.8597,
"step": 153
},
{
"epoch": 0.23903764066744276,
"grad_norm": 0.20882728695869446,
"learning_rate": 1.526708147705013e-05,
"loss": 0.95,
"step": 154
},
{
"epoch": 0.24058983313930926,
"grad_norm": 0.22323079407215118,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.936,
"step": 155
},
{
"epoch": 0.2421420256111758,
"grad_norm": 0.23030349612236023,
"learning_rate": 1.4033009983067452e-05,
"loss": 1.0173,
"step": 156
},
{
"epoch": 0.24369421808304229,
"grad_norm": 0.23430734872817993,
"learning_rate": 1.3432314919041478e-05,
"loss": 1.0162,
"step": 157
},
{
"epoch": 0.2452464105549088,
"grad_norm": 0.23629391193389893,
"learning_rate": 1.2842758726130283e-05,
"loss": 1.0534,
"step": 158
},
{
"epoch": 0.2467986030267753,
"grad_norm": 0.2447493076324463,
"learning_rate": 1.22645209888614e-05,
"loss": 1.0471,
"step": 159
},
{
"epoch": 0.24835079549864184,
"grad_norm": 0.25912949442863464,
"learning_rate": 1.1697777844051105e-05,
"loss": 1.0991,
"step": 160
},
{
"epoch": 0.24990298797050833,
"grad_norm": 0.2570056617259979,
"learning_rate": 1.1142701927151456e-05,
"loss": 1.0746,
"step": 161
},
{
"epoch": 0.25145518044237486,
"grad_norm": 0.25544220209121704,
"learning_rate": 1.0599462319663905e-05,
"loss": 1.124,
"step": 162
},
{
"epoch": 0.25300737291424136,
"grad_norm": 0.27445948123931885,
"learning_rate": 1.006822449763537e-05,
"loss": 1.1435,
"step": 163
},
{
"epoch": 0.25455956538610786,
"grad_norm": 0.2732482850551605,
"learning_rate": 9.549150281252633e-06,
"loss": 1.2122,
"step": 164
},
{
"epoch": 0.2561117578579744,
"grad_norm": 0.2644514739513397,
"learning_rate": 9.042397785550405e-06,
"loss": 1.114,
"step": 165
},
{
"epoch": 0.2576639503298409,
"grad_norm": 0.27963027358055115,
"learning_rate": 8.548121372247918e-06,
"loss": 1.2008,
"step": 166
},
{
"epoch": 0.2592161428017074,
"grad_norm": 0.28873342275619507,
"learning_rate": 8.066471602728803e-06,
"loss": 1.157,
"step": 167
},
{
"epoch": 0.2607683352735739,
"grad_norm": 0.2958706021308899,
"learning_rate": 7.597595192178702e-06,
"loss": 1.174,
"step": 168
},
{
"epoch": 0.26232052774544046,
"grad_norm": 0.3139137029647827,
"learning_rate": 7.1416349648943894e-06,
"loss": 1.139,
"step": 169
},
{
"epoch": 0.26387272021730696,
"grad_norm": 0.3384767174720764,
"learning_rate": 6.698729810778065e-06,
"loss": 1.2659,
"step": 170
},
{
"epoch": 0.26542491268917345,
"grad_norm": 0.32462865114212036,
"learning_rate": 6.269014643030213e-06,
"loss": 1.1862,
"step": 171
},
{
"epoch": 0.26697710516103995,
"grad_norm": 0.3157460689544678,
"learning_rate": 5.852620357053651e-06,
"loss": 1.2289,
"step": 172
},
{
"epoch": 0.2685292976329065,
"grad_norm": 0.35785654187202454,
"learning_rate": 5.449673790581611e-06,
"loss": 1.2688,
"step": 173
},
{
"epoch": 0.270081490104773,
"grad_norm": 0.3600394129753113,
"learning_rate": 5.060297685041659e-06,
"loss": 1.249,
"step": 174
},
{
"epoch": 0.2716336825766395,
"grad_norm": 0.35414648056030273,
"learning_rate": 4.684610648167503e-06,
"loss": 1.1348,
"step": 175
},
{
"epoch": 0.273185875048506,
"grad_norm": 0.39005619287490845,
"learning_rate": 4.322727117869951e-06,
"loss": 1.2229,
"step": 176
},
{
"epoch": 0.27473806752037255,
"grad_norm": 0.3633173108100891,
"learning_rate": 3.974757327377981e-06,
"loss": 1.0981,
"step": 177
},
{
"epoch": 0.27629025999223905,
"grad_norm": 0.3896339237689972,
"learning_rate": 3.6408072716606346e-06,
"loss": 1.239,
"step": 178
},
{
"epoch": 0.27784245246410555,
"grad_norm": 0.3801780343055725,
"learning_rate": 3.3209786751399187e-06,
"loss": 1.1479,
"step": 179
},
{
"epoch": 0.27939464493597205,
"grad_norm": 0.410643994808197,
"learning_rate": 3.0153689607045845e-06,
"loss": 1.2703,
"step": 180
},
{
"epoch": 0.28094683740783855,
"grad_norm": 0.41522127389907837,
"learning_rate": 2.724071220034158e-06,
"loss": 1.2798,
"step": 181
},
{
"epoch": 0.2824990298797051,
"grad_norm": 0.4511876404285431,
"learning_rate": 2.4471741852423237e-06,
"loss": 1.2399,
"step": 182
},
{
"epoch": 0.2840512223515716,
"grad_norm": 0.44222402572631836,
"learning_rate": 2.1847622018482283e-06,
"loss": 1.3106,
"step": 183
},
{
"epoch": 0.2856034148234381,
"grad_norm": 0.4436941146850586,
"learning_rate": 1.9369152030840556e-06,
"loss": 1.2857,
"step": 184
},
{
"epoch": 0.2871556072953046,
"grad_norm": 0.4583612382411957,
"learning_rate": 1.70370868554659e-06,
"loss": 1.3339,
"step": 185
},
{
"epoch": 0.28870779976717115,
"grad_norm": 0.4590003490447998,
"learning_rate": 1.4852136862001764e-06,
"loss": 1.2323,
"step": 186
},
{
"epoch": 0.29025999223903765,
"grad_norm": 0.4813213348388672,
"learning_rate": 1.2814967607382432e-06,
"loss": 1.2357,
"step": 187
},
{
"epoch": 0.29181218471090414,
"grad_norm": 0.4743642210960388,
"learning_rate": 1.0926199633097157e-06,
"loss": 1.3341,
"step": 188
},
{
"epoch": 0.29336437718277064,
"grad_norm": 0.5076556205749512,
"learning_rate": 9.186408276168013e-07,
"loss": 1.2657,
"step": 189
},
{
"epoch": 0.2949165696546372,
"grad_norm": 0.5171471238136292,
"learning_rate": 7.596123493895991e-07,
"loss": 1.3414,
"step": 190
},
{
"epoch": 0.2964687621265037,
"grad_norm": 0.5316108465194702,
"learning_rate": 6.15582970243117e-07,
"loss": 1.2698,
"step": 191
},
{
"epoch": 0.2980209545983702,
"grad_norm": 0.5149205327033997,
"learning_rate": 4.865965629214819e-07,
"loss": 1.1859,
"step": 192
},
{
"epoch": 0.2995731470702367,
"grad_norm": 0.5591493248939514,
"learning_rate": 3.7269241793390085e-07,
"loss": 1.3979,
"step": 193
},
{
"epoch": 0.30112533954210324,
"grad_norm": 0.5425105690956116,
"learning_rate": 2.7390523158633554e-07,
"loss": 1.2699,
"step": 194
},
{
"epoch": 0.30267753201396974,
"grad_norm": 0.5106943845748901,
"learning_rate": 1.9026509541272275e-07,
"loss": 1.3963,
"step": 195
},
{
"epoch": 0.30422972448583624,
"grad_norm": 0.520468533039093,
"learning_rate": 1.2179748700879012e-07,
"loss": 1.3648,
"step": 196
},
{
"epoch": 0.30578191695770274,
"grad_norm": 0.5118442177772522,
"learning_rate": 6.852326227130834e-08,
"loss": 1.3784,
"step": 197
},
{
"epoch": 0.3073341094295693,
"grad_norm": 0.5514056086540222,
"learning_rate": 3.04586490452119e-08,
"loss": 1.4421,
"step": 198
},
{
"epoch": 0.3088863019014358,
"grad_norm": 0.6693518757820129,
"learning_rate": 7.615242180436522e-09,
"loss": 1.376,
"step": 199
},
{
"epoch": 0.3104384943733023,
"grad_norm": 1.0523006916046143,
"learning_rate": 0.0,
"loss": 1.4615,
"step": 200
},
{
"epoch": 0.3104384943733023,
"eval_loss": 1.1628694534301758,
"eval_runtime": 84.1145,
"eval_samples_per_second": 12.899,
"eval_steps_per_second": 6.455,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.8757698661056512e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}