prxy5608's picture
Training in progress, step 200, checkpoint
cf23557 verified
{
"best_metric": 1.3446228504180908,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.10527701013291223,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0005263850506645612,
"grad_norm": 93.07259368896484,
"learning_rate": 1e-05,
"loss": 12.3105,
"step": 1
},
{
"epoch": 0.0005263850506645612,
"eval_loss": 2.796645402908325,
"eval_runtime": 309.2946,
"eval_samples_per_second": 10.346,
"eval_steps_per_second": 2.587,
"step": 1
},
{
"epoch": 0.0010527701013291224,
"grad_norm": 131.77566528320312,
"learning_rate": 2e-05,
"loss": 9.2268,
"step": 2
},
{
"epoch": 0.0015791551519936833,
"grad_norm": 71.25743865966797,
"learning_rate": 3e-05,
"loss": 8.0512,
"step": 3
},
{
"epoch": 0.0021055402026582447,
"grad_norm": 46.8036003112793,
"learning_rate": 4e-05,
"loss": 7.2551,
"step": 4
},
{
"epoch": 0.0026319252533228057,
"grad_norm": 36.05014419555664,
"learning_rate": 5e-05,
"loss": 6.3495,
"step": 5
},
{
"epoch": 0.0031583103039873666,
"grad_norm": 26.287073135375977,
"learning_rate": 6e-05,
"loss": 5.9319,
"step": 6
},
{
"epoch": 0.003684695354651928,
"grad_norm": 38.00836944580078,
"learning_rate": 7e-05,
"loss": 5.5911,
"step": 7
},
{
"epoch": 0.004211080405316489,
"grad_norm": 23.294231414794922,
"learning_rate": 8e-05,
"loss": 5.2376,
"step": 8
},
{
"epoch": 0.00473746545598105,
"grad_norm": 22.907855987548828,
"learning_rate": 9e-05,
"loss": 4.5457,
"step": 9
},
{
"epoch": 0.005263850506645611,
"grad_norm": 27.766204833984375,
"learning_rate": 0.0001,
"loss": 6.4629,
"step": 10
},
{
"epoch": 0.005790235557310172,
"grad_norm": 24.227497100830078,
"learning_rate": 9.999316524962345e-05,
"loss": 5.8682,
"step": 11
},
{
"epoch": 0.006316620607974733,
"grad_norm": 20.358135223388672,
"learning_rate": 9.997266286704631e-05,
"loss": 5.0779,
"step": 12
},
{
"epoch": 0.006843005658639294,
"grad_norm": 22.879426956176758,
"learning_rate": 9.993849845741524e-05,
"loss": 5.0858,
"step": 13
},
{
"epoch": 0.007369390709303856,
"grad_norm": 22.2658634185791,
"learning_rate": 9.989068136093873e-05,
"loss": 5.305,
"step": 14
},
{
"epoch": 0.007895775759968417,
"grad_norm": 29.477561950683594,
"learning_rate": 9.98292246503335e-05,
"loss": 4.8577,
"step": 15
},
{
"epoch": 0.008422160810632979,
"grad_norm": 21.121549606323242,
"learning_rate": 9.975414512725057e-05,
"loss": 6.6094,
"step": 16
},
{
"epoch": 0.008948545861297539,
"grad_norm": 21.887968063354492,
"learning_rate": 9.966546331768191e-05,
"loss": 6.1797,
"step": 17
},
{
"epoch": 0.0094749309119621,
"grad_norm": 19.13234519958496,
"learning_rate": 9.956320346634876e-05,
"loss": 5.6551,
"step": 18
},
{
"epoch": 0.010001315962626661,
"grad_norm": 18.616533279418945,
"learning_rate": 9.944739353007344e-05,
"loss": 5.9483,
"step": 19
},
{
"epoch": 0.010527701013291223,
"grad_norm": 18.95231056213379,
"learning_rate": 9.931806517013612e-05,
"loss": 5.4522,
"step": 20
},
{
"epoch": 0.011054086063955783,
"grad_norm": 18.209264755249023,
"learning_rate": 9.917525374361912e-05,
"loss": 6.1536,
"step": 21
},
{
"epoch": 0.011580471114620345,
"grad_norm": 16.42949867248535,
"learning_rate": 9.901899829374047e-05,
"loss": 6.0107,
"step": 22
},
{
"epoch": 0.012106856165284906,
"grad_norm": 15.05119514465332,
"learning_rate": 9.884934153917997e-05,
"loss": 6.5074,
"step": 23
},
{
"epoch": 0.012633241215949467,
"grad_norm": 16.25713348388672,
"learning_rate": 9.86663298624003e-05,
"loss": 7.0152,
"step": 24
},
{
"epoch": 0.013159626266614028,
"grad_norm": 13.90926742553711,
"learning_rate": 9.847001329696653e-05,
"loss": 5.5108,
"step": 25
},
{
"epoch": 0.013686011317278588,
"grad_norm": 18.535930633544922,
"learning_rate": 9.826044551386744e-05,
"loss": 5.9702,
"step": 26
},
{
"epoch": 0.01421239636794315,
"grad_norm": 15.170503616333008,
"learning_rate": 9.803768380684242e-05,
"loss": 5.659,
"step": 27
},
{
"epoch": 0.014738781418607712,
"grad_norm": 17.371408462524414,
"learning_rate": 9.780178907671789e-05,
"loss": 5.9414,
"step": 28
},
{
"epoch": 0.015265166469272272,
"grad_norm": 15.820178031921387,
"learning_rate": 9.755282581475769e-05,
"loss": 5.1419,
"step": 29
},
{
"epoch": 0.015791551519936834,
"grad_norm": 14.776792526245117,
"learning_rate": 9.729086208503174e-05,
"loss": 5.402,
"step": 30
},
{
"epoch": 0.016317936570601394,
"grad_norm": 16.17049217224121,
"learning_rate": 9.701596950580806e-05,
"loss": 6.1015,
"step": 31
},
{
"epoch": 0.016844321621265958,
"grad_norm": 15.148641586303711,
"learning_rate": 9.672822322997305e-05,
"loss": 4.9903,
"step": 32
},
{
"epoch": 0.017370706671930518,
"grad_norm": 15.8573637008667,
"learning_rate": 9.642770192448536e-05,
"loss": 6.3152,
"step": 33
},
{
"epoch": 0.017897091722595078,
"grad_norm": 14.71132755279541,
"learning_rate": 9.611448774886924e-05,
"loss": 5.4481,
"step": 34
},
{
"epoch": 0.018423476773259638,
"grad_norm": 14.21374797821045,
"learning_rate": 9.578866633275288e-05,
"loss": 6.3535,
"step": 35
},
{
"epoch": 0.0189498618239242,
"grad_norm": 15.075162887573242,
"learning_rate": 9.545032675245813e-05,
"loss": 7.1606,
"step": 36
},
{
"epoch": 0.01947624687458876,
"grad_norm": 14.579214096069336,
"learning_rate": 9.509956150664796e-05,
"loss": 7.253,
"step": 37
},
{
"epoch": 0.020002631925253322,
"grad_norm": 13.596733093261719,
"learning_rate": 9.473646649103818e-05,
"loss": 6.1713,
"step": 38
},
{
"epoch": 0.020529016975917885,
"grad_norm": 12.464555740356445,
"learning_rate": 9.43611409721806e-05,
"loss": 5.6624,
"step": 39
},
{
"epoch": 0.021055402026582445,
"grad_norm": 15.085432052612305,
"learning_rate": 9.397368756032445e-05,
"loss": 6.6267,
"step": 40
},
{
"epoch": 0.021581787077247006,
"grad_norm": 15.069063186645508,
"learning_rate": 9.357421218136386e-05,
"loss": 7.4622,
"step": 41
},
{
"epoch": 0.022108172127911566,
"grad_norm": 13.953812599182129,
"learning_rate": 9.316282404787871e-05,
"loss": 6.3665,
"step": 42
},
{
"epoch": 0.02263455717857613,
"grad_norm": 13.846559524536133,
"learning_rate": 9.273963562927695e-05,
"loss": 7.0589,
"step": 43
},
{
"epoch": 0.02316094222924069,
"grad_norm": 14.49377155303955,
"learning_rate": 9.230476262104677e-05,
"loss": 7.26,
"step": 44
},
{
"epoch": 0.02368732727990525,
"grad_norm": 12.730331420898438,
"learning_rate": 9.185832391312644e-05,
"loss": 7.1364,
"step": 45
},
{
"epoch": 0.024213712330569813,
"grad_norm": 12.382709503173828,
"learning_rate": 9.140044155740101e-05,
"loss": 6.424,
"step": 46
},
{
"epoch": 0.024740097381234373,
"grad_norm": 13.245918273925781,
"learning_rate": 9.093124073433463e-05,
"loss": 6.5557,
"step": 47
},
{
"epoch": 0.025266482431898933,
"grad_norm": 16.19131851196289,
"learning_rate": 9.045084971874738e-05,
"loss": 6.636,
"step": 48
},
{
"epoch": 0.025792867482563497,
"grad_norm": 13.08187484741211,
"learning_rate": 8.995939984474624e-05,
"loss": 7.1473,
"step": 49
},
{
"epoch": 0.026319252533228057,
"grad_norm": 13.130578994750977,
"learning_rate": 8.945702546981969e-05,
"loss": 7.0864,
"step": 50
},
{
"epoch": 0.026319252533228057,
"eval_loss": 1.5200674533843994,
"eval_runtime": 312.2573,
"eval_samples_per_second": 10.248,
"eval_steps_per_second": 2.562,
"step": 50
},
{
"epoch": 0.026845637583892617,
"grad_norm": 19.267629623413086,
"learning_rate": 8.894386393810563e-05,
"loss": 9.1401,
"step": 51
},
{
"epoch": 0.027372022634557177,
"grad_norm": 17.245580673217773,
"learning_rate": 8.842005554284296e-05,
"loss": 6.092,
"step": 52
},
{
"epoch": 0.02789840768522174,
"grad_norm": 15.794323921203613,
"learning_rate": 8.788574348801675e-05,
"loss": 5.6327,
"step": 53
},
{
"epoch": 0.0284247927358863,
"grad_norm": 14.931527137756348,
"learning_rate": 8.73410738492077e-05,
"loss": 6.219,
"step": 54
},
{
"epoch": 0.02895117778655086,
"grad_norm": 14.541658401489258,
"learning_rate": 8.678619553365659e-05,
"loss": 6.4612,
"step": 55
},
{
"epoch": 0.029477562837215424,
"grad_norm": 14.111733436584473,
"learning_rate": 8.622126023955446e-05,
"loss": 6.5942,
"step": 56
},
{
"epoch": 0.030003947887879984,
"grad_norm": 13.476927757263184,
"learning_rate": 8.564642241456986e-05,
"loss": 5.099,
"step": 57
},
{
"epoch": 0.030530332938544544,
"grad_norm": 15.090818405151367,
"learning_rate": 8.506183921362443e-05,
"loss": 4.8915,
"step": 58
},
{
"epoch": 0.031056717989209108,
"grad_norm": 14.353198051452637,
"learning_rate": 8.44676704559283e-05,
"loss": 5.1166,
"step": 59
},
{
"epoch": 0.03158310303987367,
"grad_norm": 16.560720443725586,
"learning_rate": 8.386407858128706e-05,
"loss": 4.8429,
"step": 60
},
{
"epoch": 0.03210948809053823,
"grad_norm": 13.897335052490234,
"learning_rate": 8.32512286056924e-05,
"loss": 4.1389,
"step": 61
},
{
"epoch": 0.03263587314120279,
"grad_norm": 16.702407836914062,
"learning_rate": 8.262928807620843e-05,
"loss": 4.9801,
"step": 62
},
{
"epoch": 0.03316225819186735,
"grad_norm": 17.112253189086914,
"learning_rate": 8.199842702516583e-05,
"loss": 5.6549,
"step": 63
},
{
"epoch": 0.033688643242531915,
"grad_norm": 15.21346378326416,
"learning_rate": 8.135881792367686e-05,
"loss": 5.5022,
"step": 64
},
{
"epoch": 0.034215028293196476,
"grad_norm": 14.541852951049805,
"learning_rate": 8.07106356344834e-05,
"loss": 5.4754,
"step": 65
},
{
"epoch": 0.034741413343861036,
"grad_norm": 13.415721893310547,
"learning_rate": 8.005405736415126e-05,
"loss": 4.9441,
"step": 66
},
{
"epoch": 0.035267798394525596,
"grad_norm": 14.754863739013672,
"learning_rate": 7.938926261462366e-05,
"loss": 5.6391,
"step": 67
},
{
"epoch": 0.035794183445190156,
"grad_norm": 12.466286659240723,
"learning_rate": 7.871643313414718e-05,
"loss": 4.4355,
"step": 68
},
{
"epoch": 0.036320568495854716,
"grad_norm": 11.988637924194336,
"learning_rate": 7.803575286758364e-05,
"loss": 5.0228,
"step": 69
},
{
"epoch": 0.036846953546519276,
"grad_norm": 12.856491088867188,
"learning_rate": 7.734740790612136e-05,
"loss": 4.4895,
"step": 70
},
{
"epoch": 0.03737333859718384,
"grad_norm": 15.164680480957031,
"learning_rate": 7.66515864363997e-05,
"loss": 4.8249,
"step": 71
},
{
"epoch": 0.0378997236478484,
"grad_norm": 13.548012733459473,
"learning_rate": 7.594847868906076e-05,
"loss": 5.7685,
"step": 72
},
{
"epoch": 0.03842610869851296,
"grad_norm": 13.549013137817383,
"learning_rate": 7.52382768867422e-05,
"loss": 4.5342,
"step": 73
},
{
"epoch": 0.03895249374917752,
"grad_norm": 14.29944896697998,
"learning_rate": 7.452117519152542e-05,
"loss": 5.9741,
"step": 74
},
{
"epoch": 0.03947887879984208,
"grad_norm": 12.570438385009766,
"learning_rate": 7.379736965185368e-05,
"loss": 5.0425,
"step": 75
},
{
"epoch": 0.040005263850506644,
"grad_norm": 11.083076477050781,
"learning_rate": 7.30670581489344e-05,
"loss": 4.0083,
"step": 76
},
{
"epoch": 0.040531648901171204,
"grad_norm": 13.603141784667969,
"learning_rate": 7.233044034264034e-05,
"loss": 6.5059,
"step": 77
},
{
"epoch": 0.04105803395183577,
"grad_norm": 13.763607025146484,
"learning_rate": 7.158771761692464e-05,
"loss": 5.2911,
"step": 78
},
{
"epoch": 0.04158441900250033,
"grad_norm": 13.06667423248291,
"learning_rate": 7.083909302476453e-05,
"loss": 4.4704,
"step": 79
},
{
"epoch": 0.04211080405316489,
"grad_norm": 13.00338077545166,
"learning_rate": 7.008477123264848e-05,
"loss": 5.3127,
"step": 80
},
{
"epoch": 0.04263718910382945,
"grad_norm": 13.851142883300781,
"learning_rate": 6.932495846462261e-05,
"loss": 6.4596,
"step": 81
},
{
"epoch": 0.04316357415449401,
"grad_norm": 12.976868629455566,
"learning_rate": 6.855986244591104e-05,
"loss": 6.0087,
"step": 82
},
{
"epoch": 0.04368995920515857,
"grad_norm": 12.991766929626465,
"learning_rate": 6.778969234612584e-05,
"loss": 5.1351,
"step": 83
},
{
"epoch": 0.04421634425582313,
"grad_norm": 14.363101959228516,
"learning_rate": 6.701465872208216e-05,
"loss": 6.3058,
"step": 84
},
{
"epoch": 0.0447427293064877,
"grad_norm": 14.271668434143066,
"learning_rate": 6.623497346023418e-05,
"loss": 5.8214,
"step": 85
},
{
"epoch": 0.04526911435715226,
"grad_norm": 12.844442367553711,
"learning_rate": 6.545084971874738e-05,
"loss": 5.541,
"step": 86
},
{
"epoch": 0.04579549940781682,
"grad_norm": 15.242436408996582,
"learning_rate": 6.466250186922325e-05,
"loss": 6.5904,
"step": 87
},
{
"epoch": 0.04632188445848138,
"grad_norm": 13.513579368591309,
"learning_rate": 6.387014543809223e-05,
"loss": 6.675,
"step": 88
},
{
"epoch": 0.04684826950914594,
"grad_norm": 13.96888256072998,
"learning_rate": 6.307399704769099e-05,
"loss": 6.8751,
"step": 89
},
{
"epoch": 0.0473746545598105,
"grad_norm": 12.633319854736328,
"learning_rate": 6.227427435703997e-05,
"loss": 6.353,
"step": 90
},
{
"epoch": 0.047901039610475066,
"grad_norm": 13.461629867553711,
"learning_rate": 6.147119600233758e-05,
"loss": 6.6228,
"step": 91
},
{
"epoch": 0.048427424661139626,
"grad_norm": 12.572783470153809,
"learning_rate": 6.066498153718735e-05,
"loss": 6.7246,
"step": 92
},
{
"epoch": 0.048953809711804186,
"grad_norm": 13.10534381866455,
"learning_rate": 5.985585137257401e-05,
"loss": 6.7975,
"step": 93
},
{
"epoch": 0.049480194762468746,
"grad_norm": 11.880861282348633,
"learning_rate": 5.90440267166055e-05,
"loss": 6.4121,
"step": 94
},
{
"epoch": 0.050006579813133306,
"grad_norm": 14.787824630737305,
"learning_rate": 5.8229729514036705e-05,
"loss": 7.202,
"step": 95
},
{
"epoch": 0.050532964863797866,
"grad_norm": 11.559120178222656,
"learning_rate": 5.74131823855921e-05,
"loss": 6.5163,
"step": 96
},
{
"epoch": 0.051059349914462426,
"grad_norm": 11.575690269470215,
"learning_rate": 5.6594608567103456e-05,
"loss": 6.5387,
"step": 97
},
{
"epoch": 0.05158573496512699,
"grad_norm": 13.372803688049316,
"learning_rate": 5.577423184847932e-05,
"loss": 6.9658,
"step": 98
},
{
"epoch": 0.05211212001579155,
"grad_norm": 11.88024616241455,
"learning_rate": 5.495227651252315e-05,
"loss": 6.3991,
"step": 99
},
{
"epoch": 0.052638505066456114,
"grad_norm": 11.660654067993164,
"learning_rate": 5.4128967273616625e-05,
"loss": 6.3039,
"step": 100
},
{
"epoch": 0.052638505066456114,
"eval_loss": 1.4342728853225708,
"eval_runtime": 310.4236,
"eval_samples_per_second": 10.308,
"eval_steps_per_second": 2.577,
"step": 100
},
{
"epoch": 0.053164890117120674,
"grad_norm": 20.367204666137695,
"learning_rate": 5.330452921628497e-05,
"loss": 8.8982,
"step": 101
},
{
"epoch": 0.053691275167785234,
"grad_norm": 18.706098556518555,
"learning_rate": 5.247918773366112e-05,
"loss": 6.6485,
"step": 102
},
{
"epoch": 0.054217660218449794,
"grad_norm": 14.060456275939941,
"learning_rate": 5.165316846586541e-05,
"loss": 5.2166,
"step": 103
},
{
"epoch": 0.054744045269114354,
"grad_norm": 17.20137596130371,
"learning_rate": 5.0826697238317935e-05,
"loss": 6.642,
"step": 104
},
{
"epoch": 0.05527043031977892,
"grad_norm": 11.964149475097656,
"learning_rate": 5e-05,
"loss": 5.254,
"step": 105
},
{
"epoch": 0.05579681537044348,
"grad_norm": 11.72870922088623,
"learning_rate": 4.917330276168208e-05,
"loss": 5.2702,
"step": 106
},
{
"epoch": 0.05632320042110804,
"grad_norm": 11.874157905578613,
"learning_rate": 4.834683153413459e-05,
"loss": 4.67,
"step": 107
},
{
"epoch": 0.0568495854717726,
"grad_norm": 10.981062889099121,
"learning_rate": 4.7520812266338885e-05,
"loss": 4.426,
"step": 108
},
{
"epoch": 0.05737597052243716,
"grad_norm": 11.234898567199707,
"learning_rate": 4.669547078371504e-05,
"loss": 5.3235,
"step": 109
},
{
"epoch": 0.05790235557310172,
"grad_norm": 12.923269271850586,
"learning_rate": 4.5871032726383386e-05,
"loss": 5.076,
"step": 110
},
{
"epoch": 0.05842874062376629,
"grad_norm": 12.604551315307617,
"learning_rate": 4.504772348747687e-05,
"loss": 4.8287,
"step": 111
},
{
"epoch": 0.05895512567443085,
"grad_norm": 12.087059020996094,
"learning_rate": 4.4225768151520694e-05,
"loss": 4.7475,
"step": 112
},
{
"epoch": 0.05948151072509541,
"grad_norm": 11.601035118103027,
"learning_rate": 4.3405391432896555e-05,
"loss": 4.3745,
"step": 113
},
{
"epoch": 0.06000789577575997,
"grad_norm": 11.774445533752441,
"learning_rate": 4.2586817614407895e-05,
"loss": 3.7109,
"step": 114
},
{
"epoch": 0.06053428082642453,
"grad_norm": 11.968523979187012,
"learning_rate": 4.17702704859633e-05,
"loss": 4.1646,
"step": 115
},
{
"epoch": 0.06106066587708909,
"grad_norm": 11.92697525024414,
"learning_rate": 4.095597328339452e-05,
"loss": 3.759,
"step": 116
},
{
"epoch": 0.06158705092775365,
"grad_norm": 11.931136131286621,
"learning_rate": 4.0144148627425993e-05,
"loss": 4.3903,
"step": 117
},
{
"epoch": 0.062113435978418216,
"grad_norm": 13.77640151977539,
"learning_rate": 3.933501846281267e-05,
"loss": 5.2051,
"step": 118
},
{
"epoch": 0.06263982102908278,
"grad_norm": 12.995139122009277,
"learning_rate": 3.852880399766243e-05,
"loss": 5.2394,
"step": 119
},
{
"epoch": 0.06316620607974734,
"grad_norm": 14.54707145690918,
"learning_rate": 3.772572564296005e-05,
"loss": 5.6322,
"step": 120
},
{
"epoch": 0.0636925911304119,
"grad_norm": 11.94774055480957,
"learning_rate": 3.6926002952309016e-05,
"loss": 4.3082,
"step": 121
},
{
"epoch": 0.06421897618107646,
"grad_norm": 11.902386665344238,
"learning_rate": 3.612985456190778e-05,
"loss": 4.8839,
"step": 122
},
{
"epoch": 0.06474536123174102,
"grad_norm": 13.23066520690918,
"learning_rate": 3.533749813077677e-05,
"loss": 5.3997,
"step": 123
},
{
"epoch": 0.06527174628240558,
"grad_norm": 11.977374076843262,
"learning_rate": 3.4549150281252636e-05,
"loss": 5.5766,
"step": 124
},
{
"epoch": 0.06579813133307014,
"grad_norm": 13.329026222229004,
"learning_rate": 3.3765026539765834e-05,
"loss": 5.5163,
"step": 125
},
{
"epoch": 0.0663245163837347,
"grad_norm": 11.015464782714844,
"learning_rate": 3.298534127791785e-05,
"loss": 4.8713,
"step": 126
},
{
"epoch": 0.06685090143439926,
"grad_norm": 11.989096641540527,
"learning_rate": 3.221030765387417e-05,
"loss": 5.1716,
"step": 127
},
{
"epoch": 0.06737728648506383,
"grad_norm": 11.40512466430664,
"learning_rate": 3.144013755408895e-05,
"loss": 4.6448,
"step": 128
},
{
"epoch": 0.06790367153572839,
"grad_norm": 13.799883842468262,
"learning_rate": 3.0675041535377405e-05,
"loss": 4.7036,
"step": 129
},
{
"epoch": 0.06843005658639295,
"grad_norm": 11.917877197265625,
"learning_rate": 2.991522876735154e-05,
"loss": 5.3958,
"step": 130
},
{
"epoch": 0.06895644163705751,
"grad_norm": 11.720928192138672,
"learning_rate": 2.916090697523549e-05,
"loss": 5.4023,
"step": 131
},
{
"epoch": 0.06948282668772207,
"grad_norm": 12.156689643859863,
"learning_rate": 2.8412282383075363e-05,
"loss": 5.8364,
"step": 132
},
{
"epoch": 0.07000921173838663,
"grad_norm": 12.81257438659668,
"learning_rate": 2.766955965735968e-05,
"loss": 5.9446,
"step": 133
},
{
"epoch": 0.07053559678905119,
"grad_norm": 13.053471565246582,
"learning_rate": 2.693294185106562e-05,
"loss": 6.1621,
"step": 134
},
{
"epoch": 0.07106198183971575,
"grad_norm": 11.917896270751953,
"learning_rate": 2.6202630348146324e-05,
"loss": 6.2142,
"step": 135
},
{
"epoch": 0.07158836689038031,
"grad_norm": 13.821593284606934,
"learning_rate": 2.547882480847461e-05,
"loss": 6.2556,
"step": 136
},
{
"epoch": 0.07211475194104487,
"grad_norm": 12.433488845825195,
"learning_rate": 2.476172311325783e-05,
"loss": 6.4588,
"step": 137
},
{
"epoch": 0.07264113699170943,
"grad_norm": 12.372336387634277,
"learning_rate": 2.405152131093926e-05,
"loss": 6.2338,
"step": 138
},
{
"epoch": 0.07316752204237399,
"grad_norm": 10.557406425476074,
"learning_rate": 2.3348413563600325e-05,
"loss": 5.8078,
"step": 139
},
{
"epoch": 0.07369390709303855,
"grad_norm": 11.982460975646973,
"learning_rate": 2.2652592093878666e-05,
"loss": 6.768,
"step": 140
},
{
"epoch": 0.07422029214370311,
"grad_norm": 11.688639640808105,
"learning_rate": 2.196424713241637e-05,
"loss": 5.6643,
"step": 141
},
{
"epoch": 0.07474667719436769,
"grad_norm": 12.019471168518066,
"learning_rate": 2.128356686585282e-05,
"loss": 6.3878,
"step": 142
},
{
"epoch": 0.07527306224503225,
"grad_norm": 11.111176490783691,
"learning_rate": 2.061073738537635e-05,
"loss": 6.4321,
"step": 143
},
{
"epoch": 0.0757994472956968,
"grad_norm": 10.541357040405273,
"learning_rate": 1.9945942635848748e-05,
"loss": 6.4127,
"step": 144
},
{
"epoch": 0.07632583234636137,
"grad_norm": 12.148856163024902,
"learning_rate": 1.928936436551661e-05,
"loss": 6.2329,
"step": 145
},
{
"epoch": 0.07685221739702593,
"grad_norm": 12.134868621826172,
"learning_rate": 1.8641182076323148e-05,
"loss": 6.2659,
"step": 146
},
{
"epoch": 0.07737860244769049,
"grad_norm": 11.201704025268555,
"learning_rate": 1.800157297483417e-05,
"loss": 5.8522,
"step": 147
},
{
"epoch": 0.07790498749835505,
"grad_norm": 11.124740600585938,
"learning_rate": 1.7370711923791567e-05,
"loss": 6.5159,
"step": 148
},
{
"epoch": 0.0784313725490196,
"grad_norm": 11.063993453979492,
"learning_rate": 1.6748771394307585e-05,
"loss": 6.2262,
"step": 149
},
{
"epoch": 0.07895775759968417,
"grad_norm": 14.342657089233398,
"learning_rate": 1.6135921418712956e-05,
"loss": 6.7652,
"step": 150
},
{
"epoch": 0.07895775759968417,
"eval_loss": 1.3660376071929932,
"eval_runtime": 310.4891,
"eval_samples_per_second": 10.306,
"eval_steps_per_second": 2.577,
"step": 150
},
{
"epoch": 0.07948414265034873,
"grad_norm": 16.622774124145508,
"learning_rate": 1.553232954407171e-05,
"loss": 6.6075,
"step": 151
},
{
"epoch": 0.08001052770101329,
"grad_norm": 14.846519470214844,
"learning_rate": 1.4938160786375572e-05,
"loss": 5.52,
"step": 152
},
{
"epoch": 0.08053691275167785,
"grad_norm": 12.70969009399414,
"learning_rate": 1.435357758543015e-05,
"loss": 4.9792,
"step": 153
},
{
"epoch": 0.08106329780234241,
"grad_norm": 13.970699310302734,
"learning_rate": 1.3778739760445552e-05,
"loss": 5.0739,
"step": 154
},
{
"epoch": 0.08158968285300698,
"grad_norm": 12.604689598083496,
"learning_rate": 1.3213804466343421e-05,
"loss": 4.1007,
"step": 155
},
{
"epoch": 0.08211606790367154,
"grad_norm": 11.775655746459961,
"learning_rate": 1.2658926150792322e-05,
"loss": 4.2018,
"step": 156
},
{
"epoch": 0.0826424529543361,
"grad_norm": 11.937134742736816,
"learning_rate": 1.2114256511983274e-05,
"loss": 4.6492,
"step": 157
},
{
"epoch": 0.08316883800500066,
"grad_norm": 13.603174209594727,
"learning_rate": 1.157994445715706e-05,
"loss": 4.7931,
"step": 158
},
{
"epoch": 0.08369522305566522,
"grad_norm": 13.220638275146484,
"learning_rate": 1.1056136061894384e-05,
"loss": 4.8519,
"step": 159
},
{
"epoch": 0.08422160810632978,
"grad_norm": 10.09309196472168,
"learning_rate": 1.0542974530180327e-05,
"loss": 3.647,
"step": 160
},
{
"epoch": 0.08474799315699434,
"grad_norm": 12.403929710388184,
"learning_rate": 1.0040600155253765e-05,
"loss": 4.4756,
"step": 161
},
{
"epoch": 0.0852743782076589,
"grad_norm": 13.083516120910645,
"learning_rate": 9.549150281252633e-06,
"loss": 5.1003,
"step": 162
},
{
"epoch": 0.08580076325832346,
"grad_norm": 12.505382537841797,
"learning_rate": 9.068759265665384e-06,
"loss": 4.7213,
"step": 163
},
{
"epoch": 0.08632714830898802,
"grad_norm": 13.353013038635254,
"learning_rate": 8.599558442598998e-06,
"loss": 5.4313,
"step": 164
},
{
"epoch": 0.08685353335965258,
"grad_norm": 11.2360258102417,
"learning_rate": 8.141676086873572e-06,
"loss": 4.4819,
"step": 165
},
{
"epoch": 0.08737991841031714,
"grad_norm": 11.619230270385742,
"learning_rate": 7.695237378953223e-06,
"loss": 4.7151,
"step": 166
},
{
"epoch": 0.0879063034609817,
"grad_norm": 12.413002014160156,
"learning_rate": 7.260364370723044e-06,
"loss": 4.2748,
"step": 167
},
{
"epoch": 0.08843268851164626,
"grad_norm": 12.870382308959961,
"learning_rate": 6.837175952121306e-06,
"loss": 4.6202,
"step": 168
},
{
"epoch": 0.08895907356231084,
"grad_norm": 12.119048118591309,
"learning_rate": 6.425787818636131e-06,
"loss": 5.0414,
"step": 169
},
{
"epoch": 0.0894854586129754,
"grad_norm": 13.448798179626465,
"learning_rate": 6.026312439675552e-06,
"loss": 4.5453,
"step": 170
},
{
"epoch": 0.09001184366363996,
"grad_norm": 10.608859062194824,
"learning_rate": 5.6388590278194096e-06,
"loss": 4.1188,
"step": 171
},
{
"epoch": 0.09053822871430452,
"grad_norm": 11.093206405639648,
"learning_rate": 5.263533508961827e-06,
"loss": 4.611,
"step": 172
},
{
"epoch": 0.09106461376496908,
"grad_norm": 9.835367202758789,
"learning_rate": 4.900438493352055e-06,
"loss": 3.3329,
"step": 173
},
{
"epoch": 0.09159099881563364,
"grad_norm": 10.847572326660156,
"learning_rate": 4.549673247541875e-06,
"loss": 4.6726,
"step": 174
},
{
"epoch": 0.0921173838662982,
"grad_norm": 11.087268829345703,
"learning_rate": 4.2113336672471245e-06,
"loss": 4.0335,
"step": 175
},
{
"epoch": 0.09264376891696276,
"grad_norm": 12.334137916564941,
"learning_rate": 3.885512251130763e-06,
"loss": 4.7912,
"step": 176
},
{
"epoch": 0.09317015396762732,
"grad_norm": 13.143092155456543,
"learning_rate": 3.5722980755146517e-06,
"loss": 5.2709,
"step": 177
},
{
"epoch": 0.09369653901829188,
"grad_norm": 12.453194618225098,
"learning_rate": 3.271776770026963e-06,
"loss": 5.4586,
"step": 178
},
{
"epoch": 0.09422292406895644,
"grad_norm": 12.238334655761719,
"learning_rate": 2.9840304941919415e-06,
"loss": 3.9605,
"step": 179
},
{
"epoch": 0.094749309119621,
"grad_norm": 12.200905799865723,
"learning_rate": 2.7091379149682685e-06,
"loss": 5.4847,
"step": 180
},
{
"epoch": 0.09527569417028556,
"grad_norm": 12.460379600524902,
"learning_rate": 2.4471741852423237e-06,
"loss": 4.9445,
"step": 181
},
{
"epoch": 0.09580207922095013,
"grad_norm": 12.011752128601074,
"learning_rate": 2.1982109232821178e-06,
"loss": 5.0377,
"step": 182
},
{
"epoch": 0.09632846427161469,
"grad_norm": 12.021615028381348,
"learning_rate": 1.962316193157593e-06,
"loss": 5.4708,
"step": 183
},
{
"epoch": 0.09685484932227925,
"grad_norm": 12.846208572387695,
"learning_rate": 1.7395544861325718e-06,
"loss": 6.1394,
"step": 184
},
{
"epoch": 0.09738123437294381,
"grad_norm": 12.173249244689941,
"learning_rate": 1.5299867030334814e-06,
"loss": 6.0229,
"step": 185
},
{
"epoch": 0.09790761942360837,
"grad_norm": 11.38800048828125,
"learning_rate": 1.333670137599713e-06,
"loss": 6.2028,
"step": 186
},
{
"epoch": 0.09843400447427293,
"grad_norm": 12.05564022064209,
"learning_rate": 1.1506584608200367e-06,
"loss": 6.3845,
"step": 187
},
{
"epoch": 0.09896038952493749,
"grad_norm": 12.936962127685547,
"learning_rate": 9.810017062595322e-07,
"loss": 6.1623,
"step": 188
},
{
"epoch": 0.09948677457560205,
"grad_norm": 12.60428524017334,
"learning_rate": 8.247462563808817e-07,
"loss": 6.1015,
"step": 189
},
{
"epoch": 0.10001315962626661,
"grad_norm": 11.307320594787598,
"learning_rate": 6.819348298638839e-07,
"loss": 5.8205,
"step": 190
},
{
"epoch": 0.10053954467693117,
"grad_norm": 12.578415870666504,
"learning_rate": 5.526064699265753e-07,
"loss": 6.678,
"step": 191
},
{
"epoch": 0.10106592972759573,
"grad_norm": 10.613789558410645,
"learning_rate": 4.367965336512403e-07,
"loss": 5.7437,
"step": 192
},
{
"epoch": 0.10159231477826029,
"grad_norm": 11.73043441772461,
"learning_rate": 3.3453668231809286e-07,
"loss": 6.6499,
"step": 193
},
{
"epoch": 0.10211869982892485,
"grad_norm": 10.590353012084961,
"learning_rate": 2.458548727494292e-07,
"loss": 6.2539,
"step": 194
},
{
"epoch": 0.10264508487958941,
"grad_norm": 12.387429237365723,
"learning_rate": 1.7077534966650766e-07,
"loss": 6.4081,
"step": 195
},
{
"epoch": 0.10317146993025399,
"grad_norm": 11.481491088867188,
"learning_rate": 1.0931863906127327e-07,
"loss": 5.98,
"step": 196
},
{
"epoch": 0.10369785498091855,
"grad_norm": 13.055595397949219,
"learning_rate": 6.150154258476315e-08,
"loss": 5.9356,
"step": 197
},
{
"epoch": 0.1042242400315831,
"grad_norm": 12.20886516571045,
"learning_rate": 2.7337132953697554e-08,
"loss": 5.8957,
"step": 198
},
{
"epoch": 0.10475062508224767,
"grad_norm": 12.601096153259277,
"learning_rate": 6.834750376549792e-09,
"loss": 6.1263,
"step": 199
},
{
"epoch": 0.10527701013291223,
"grad_norm": 13.229594230651855,
"learning_rate": 0.0,
"loss": 6.3569,
"step": 200
},
{
"epoch": 0.10527701013291223,
"eval_loss": 1.3446228504180908,
"eval_runtime": 311.7876,
"eval_samples_per_second": 10.263,
"eval_steps_per_second": 2.566,
"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": 2.897770968199987e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}