prxy5607's picture
Training in progress, step 200, checkpoint
05386e2 verified
{
"best_metric": 0.579417884349823,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.5475701574264202,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0027378507871321013,
"grad_norm": 0.43517810106277466,
"learning_rate": 1e-05,
"loss": 0.3216,
"step": 1
},
{
"epoch": 0.0027378507871321013,
"eval_loss": 0.926390528678894,
"eval_runtime": 46.3656,
"eval_samples_per_second": 13.264,
"eval_steps_per_second": 3.321,
"step": 1
},
{
"epoch": 0.0054757015742642025,
"grad_norm": 0.5427243113517761,
"learning_rate": 2e-05,
"loss": 0.4112,
"step": 2
},
{
"epoch": 0.008213552361396304,
"grad_norm": 0.5720736980438232,
"learning_rate": 3e-05,
"loss": 0.3856,
"step": 3
},
{
"epoch": 0.010951403148528405,
"grad_norm": 0.6458030343055725,
"learning_rate": 4e-05,
"loss": 0.4443,
"step": 4
},
{
"epoch": 0.013689253935660506,
"grad_norm": 0.5775730609893799,
"learning_rate": 5e-05,
"loss": 0.4592,
"step": 5
},
{
"epoch": 0.01642710472279261,
"grad_norm": 0.5384954214096069,
"learning_rate": 6e-05,
"loss": 0.4891,
"step": 6
},
{
"epoch": 0.019164955509924708,
"grad_norm": 0.5841982960700989,
"learning_rate": 7e-05,
"loss": 0.5664,
"step": 7
},
{
"epoch": 0.02190280629705681,
"grad_norm": 0.7082967758178711,
"learning_rate": 8e-05,
"loss": 0.4895,
"step": 8
},
{
"epoch": 0.024640657084188913,
"grad_norm": 0.5473542809486389,
"learning_rate": 9e-05,
"loss": 0.5654,
"step": 9
},
{
"epoch": 0.02737850787132101,
"grad_norm": 0.5628702044487,
"learning_rate": 0.0001,
"loss": 0.4941,
"step": 10
},
{
"epoch": 0.030116358658453114,
"grad_norm": 0.4959581792354584,
"learning_rate": 9.999316524962345e-05,
"loss": 0.4333,
"step": 11
},
{
"epoch": 0.03285420944558522,
"grad_norm": 0.6125951409339905,
"learning_rate": 9.997266286704631e-05,
"loss": 0.5806,
"step": 12
},
{
"epoch": 0.03559206023271732,
"grad_norm": 0.48384684324264526,
"learning_rate": 9.993849845741524e-05,
"loss": 0.4892,
"step": 13
},
{
"epoch": 0.038329911019849415,
"grad_norm": 0.5160670876502991,
"learning_rate": 9.989068136093873e-05,
"loss": 0.4425,
"step": 14
},
{
"epoch": 0.04106776180698152,
"grad_norm": 0.6033713817596436,
"learning_rate": 9.98292246503335e-05,
"loss": 0.5603,
"step": 15
},
{
"epoch": 0.04380561259411362,
"grad_norm": 0.5714883804321289,
"learning_rate": 9.975414512725057e-05,
"loss": 0.5684,
"step": 16
},
{
"epoch": 0.04654346338124572,
"grad_norm": 0.605557382106781,
"learning_rate": 9.966546331768191e-05,
"loss": 0.5224,
"step": 17
},
{
"epoch": 0.049281314168377825,
"grad_norm": 0.6435895562171936,
"learning_rate": 9.956320346634876e-05,
"loss": 0.6124,
"step": 18
},
{
"epoch": 0.05201916495550993,
"grad_norm": 0.5654250979423523,
"learning_rate": 9.944739353007344e-05,
"loss": 0.4892,
"step": 19
},
{
"epoch": 0.05475701574264202,
"grad_norm": 0.6192507147789001,
"learning_rate": 9.931806517013612e-05,
"loss": 0.5963,
"step": 20
},
{
"epoch": 0.057494866529774126,
"grad_norm": 0.5936669111251831,
"learning_rate": 9.917525374361912e-05,
"loss": 0.5485,
"step": 21
},
{
"epoch": 0.06023271731690623,
"grad_norm": 0.6007648706436157,
"learning_rate": 9.901899829374047e-05,
"loss": 0.5706,
"step": 22
},
{
"epoch": 0.06297056810403832,
"grad_norm": 0.6136519908905029,
"learning_rate": 9.884934153917997e-05,
"loss": 0.6268,
"step": 23
},
{
"epoch": 0.06570841889117043,
"grad_norm": 0.6226759552955627,
"learning_rate": 9.86663298624003e-05,
"loss": 0.6595,
"step": 24
},
{
"epoch": 0.06844626967830253,
"grad_norm": 0.6184474229812622,
"learning_rate": 9.847001329696653e-05,
"loss": 0.5882,
"step": 25
},
{
"epoch": 0.07118412046543464,
"grad_norm": 0.5875909924507141,
"learning_rate": 9.826044551386744e-05,
"loss": 0.6738,
"step": 26
},
{
"epoch": 0.07392197125256673,
"grad_norm": 0.6501748561859131,
"learning_rate": 9.803768380684242e-05,
"loss": 0.6174,
"step": 27
},
{
"epoch": 0.07665982203969883,
"grad_norm": 0.6310875415802002,
"learning_rate": 9.780178907671789e-05,
"loss": 0.6519,
"step": 28
},
{
"epoch": 0.07939767282683094,
"grad_norm": 0.5908788442611694,
"learning_rate": 9.755282581475769e-05,
"loss": 0.6536,
"step": 29
},
{
"epoch": 0.08213552361396304,
"grad_norm": 0.5551558136940002,
"learning_rate": 9.729086208503174e-05,
"loss": 0.6556,
"step": 30
},
{
"epoch": 0.08487337440109514,
"grad_norm": 0.5629632472991943,
"learning_rate": 9.701596950580806e-05,
"loss": 0.6827,
"step": 31
},
{
"epoch": 0.08761122518822724,
"grad_norm": 0.5703944563865662,
"learning_rate": 9.672822322997305e-05,
"loss": 0.6382,
"step": 32
},
{
"epoch": 0.09034907597535935,
"grad_norm": 0.637473464012146,
"learning_rate": 9.642770192448536e-05,
"loss": 0.761,
"step": 33
},
{
"epoch": 0.09308692676249145,
"grad_norm": 0.580679714679718,
"learning_rate": 9.611448774886924e-05,
"loss": 0.6359,
"step": 34
},
{
"epoch": 0.09582477754962354,
"grad_norm": 0.6390615105628967,
"learning_rate": 9.578866633275288e-05,
"loss": 0.7359,
"step": 35
},
{
"epoch": 0.09856262833675565,
"grad_norm": 0.6327382922172546,
"learning_rate": 9.545032675245813e-05,
"loss": 0.6657,
"step": 36
},
{
"epoch": 0.10130047912388775,
"grad_norm": 0.724295973777771,
"learning_rate": 9.509956150664796e-05,
"loss": 0.8016,
"step": 37
},
{
"epoch": 0.10403832991101986,
"grad_norm": 0.6537374258041382,
"learning_rate": 9.473646649103818e-05,
"loss": 0.6627,
"step": 38
},
{
"epoch": 0.10677618069815195,
"grad_norm": 0.7102088332176208,
"learning_rate": 9.43611409721806e-05,
"loss": 0.6737,
"step": 39
},
{
"epoch": 0.10951403148528405,
"grad_norm": 0.6802128553390503,
"learning_rate": 9.397368756032445e-05,
"loss": 0.6478,
"step": 40
},
{
"epoch": 0.11225188227241616,
"grad_norm": 0.7987683415412903,
"learning_rate": 9.357421218136386e-05,
"loss": 0.6532,
"step": 41
},
{
"epoch": 0.11498973305954825,
"grad_norm": 0.7601432204246521,
"learning_rate": 9.316282404787871e-05,
"loss": 0.6658,
"step": 42
},
{
"epoch": 0.11772758384668036,
"grad_norm": 0.8191288113594055,
"learning_rate": 9.273963562927695e-05,
"loss": 0.6368,
"step": 43
},
{
"epoch": 0.12046543463381246,
"grad_norm": 0.6822831630706787,
"learning_rate": 9.230476262104677e-05,
"loss": 0.6164,
"step": 44
},
{
"epoch": 0.12320328542094455,
"grad_norm": 0.803491473197937,
"learning_rate": 9.185832391312644e-05,
"loss": 0.7305,
"step": 45
},
{
"epoch": 0.12594113620807665,
"grad_norm": 0.8561087250709534,
"learning_rate": 9.140044155740101e-05,
"loss": 0.6755,
"step": 46
},
{
"epoch": 0.12867898699520877,
"grad_norm": 0.8675937652587891,
"learning_rate": 9.093124073433463e-05,
"loss": 0.6851,
"step": 47
},
{
"epoch": 0.13141683778234087,
"grad_norm": 0.8451431393623352,
"learning_rate": 9.045084971874738e-05,
"loss": 0.6557,
"step": 48
},
{
"epoch": 0.13415468856947296,
"grad_norm": 0.9068272709846497,
"learning_rate": 8.995939984474624e-05,
"loss": 0.5305,
"step": 49
},
{
"epoch": 0.13689253935660506,
"grad_norm": 1.224993109703064,
"learning_rate": 8.945702546981969e-05,
"loss": 0.5894,
"step": 50
},
{
"epoch": 0.13689253935660506,
"eval_loss": 0.644649088382721,
"eval_runtime": 47.1945,
"eval_samples_per_second": 13.031,
"eval_steps_per_second": 3.263,
"step": 50
},
{
"epoch": 0.13963039014373715,
"grad_norm": 0.7921010255813599,
"learning_rate": 8.894386393810563e-05,
"loss": 0.4175,
"step": 51
},
{
"epoch": 0.14236824093086928,
"grad_norm": 0.813897967338562,
"learning_rate": 8.842005554284296e-05,
"loss": 0.4333,
"step": 52
},
{
"epoch": 0.14510609171800137,
"grad_norm": 0.7878113985061646,
"learning_rate": 8.788574348801675e-05,
"loss": 0.4463,
"step": 53
},
{
"epoch": 0.14784394250513347,
"grad_norm": 0.566604733467102,
"learning_rate": 8.73410738492077e-05,
"loss": 0.463,
"step": 54
},
{
"epoch": 0.15058179329226556,
"grad_norm": 0.4362064003944397,
"learning_rate": 8.678619553365659e-05,
"loss": 0.4526,
"step": 55
},
{
"epoch": 0.15331964407939766,
"grad_norm": 0.4391869604587555,
"learning_rate": 8.622126023955446e-05,
"loss": 0.4836,
"step": 56
},
{
"epoch": 0.15605749486652978,
"grad_norm": 0.617132306098938,
"learning_rate": 8.564642241456986e-05,
"loss": 0.5036,
"step": 57
},
{
"epoch": 0.15879534565366188,
"grad_norm": 0.5929650664329529,
"learning_rate": 8.506183921362443e-05,
"loss": 0.4649,
"step": 58
},
{
"epoch": 0.16153319644079397,
"grad_norm": 0.4837006628513336,
"learning_rate": 8.44676704559283e-05,
"loss": 0.4318,
"step": 59
},
{
"epoch": 0.16427104722792607,
"grad_norm": 0.5933226346969604,
"learning_rate": 8.386407858128706e-05,
"loss": 0.4412,
"step": 60
},
{
"epoch": 0.16700889801505817,
"grad_norm": 0.5108177065849304,
"learning_rate": 8.32512286056924e-05,
"loss": 0.4354,
"step": 61
},
{
"epoch": 0.1697467488021903,
"grad_norm": 0.500123143196106,
"learning_rate": 8.262928807620843e-05,
"loss": 0.5675,
"step": 62
},
{
"epoch": 0.17248459958932238,
"grad_norm": 0.5396602749824524,
"learning_rate": 8.199842702516583e-05,
"loss": 0.497,
"step": 63
},
{
"epoch": 0.17522245037645448,
"grad_norm": 0.4962864816188812,
"learning_rate": 8.135881792367686e-05,
"loss": 0.525,
"step": 64
},
{
"epoch": 0.17796030116358658,
"grad_norm": 0.4592442214488983,
"learning_rate": 8.07106356344834e-05,
"loss": 0.4767,
"step": 65
},
{
"epoch": 0.1806981519507187,
"grad_norm": 0.5142685174942017,
"learning_rate": 8.005405736415126e-05,
"loss": 0.532,
"step": 66
},
{
"epoch": 0.1834360027378508,
"grad_norm": 0.4658433496952057,
"learning_rate": 7.938926261462366e-05,
"loss": 0.5276,
"step": 67
},
{
"epoch": 0.1861738535249829,
"grad_norm": 0.5266741514205933,
"learning_rate": 7.871643313414718e-05,
"loss": 0.6303,
"step": 68
},
{
"epoch": 0.188911704312115,
"grad_norm": 0.5233520865440369,
"learning_rate": 7.803575286758364e-05,
"loss": 0.5421,
"step": 69
},
{
"epoch": 0.19164955509924708,
"grad_norm": 0.5366149544715881,
"learning_rate": 7.734740790612136e-05,
"loss": 0.6719,
"step": 70
},
{
"epoch": 0.1943874058863792,
"grad_norm": 0.4782525599002838,
"learning_rate": 7.66515864363997e-05,
"loss": 0.631,
"step": 71
},
{
"epoch": 0.1971252566735113,
"grad_norm": 0.5469753742218018,
"learning_rate": 7.594847868906076e-05,
"loss": 0.5352,
"step": 72
},
{
"epoch": 0.1998631074606434,
"grad_norm": 0.5301793217658997,
"learning_rate": 7.52382768867422e-05,
"loss": 0.5856,
"step": 73
},
{
"epoch": 0.2026009582477755,
"grad_norm": 0.5326776504516602,
"learning_rate": 7.452117519152542e-05,
"loss": 0.616,
"step": 74
},
{
"epoch": 0.2053388090349076,
"grad_norm": 0.5593509674072266,
"learning_rate": 7.379736965185368e-05,
"loss": 0.5797,
"step": 75
},
{
"epoch": 0.2080766598220397,
"grad_norm": 0.5312638878822327,
"learning_rate": 7.30670581489344e-05,
"loss": 0.6376,
"step": 76
},
{
"epoch": 0.2108145106091718,
"grad_norm": 0.5712041258811951,
"learning_rate": 7.233044034264034e-05,
"loss": 0.7024,
"step": 77
},
{
"epoch": 0.2135523613963039,
"grad_norm": 0.5954808592796326,
"learning_rate": 7.158771761692464e-05,
"loss": 0.7057,
"step": 78
},
{
"epoch": 0.216290212183436,
"grad_norm": 0.5758192539215088,
"learning_rate": 7.083909302476453e-05,
"loss": 0.6547,
"step": 79
},
{
"epoch": 0.2190280629705681,
"grad_norm": 0.541934072971344,
"learning_rate": 7.008477123264848e-05,
"loss": 0.6639,
"step": 80
},
{
"epoch": 0.22176591375770022,
"grad_norm": 0.5503019690513611,
"learning_rate": 6.932495846462261e-05,
"loss": 0.6194,
"step": 81
},
{
"epoch": 0.2245037645448323,
"grad_norm": 0.579630434513092,
"learning_rate": 6.855986244591104e-05,
"loss": 0.6102,
"step": 82
},
{
"epoch": 0.2272416153319644,
"grad_norm": 0.5917394161224365,
"learning_rate": 6.778969234612584e-05,
"loss": 0.6337,
"step": 83
},
{
"epoch": 0.2299794661190965,
"grad_norm": 0.6438761949539185,
"learning_rate": 6.701465872208216e-05,
"loss": 0.7141,
"step": 84
},
{
"epoch": 0.2327173169062286,
"grad_norm": 0.6107388138771057,
"learning_rate": 6.623497346023418e-05,
"loss": 0.7259,
"step": 85
},
{
"epoch": 0.23545516769336072,
"grad_norm": 0.5899257659912109,
"learning_rate": 6.545084971874738e-05,
"loss": 0.6022,
"step": 86
},
{
"epoch": 0.23819301848049282,
"grad_norm": 0.6176659464836121,
"learning_rate": 6.466250186922325e-05,
"loss": 0.7267,
"step": 87
},
{
"epoch": 0.24093086926762491,
"grad_norm": 0.6755535006523132,
"learning_rate": 6.387014543809223e-05,
"loss": 0.7527,
"step": 88
},
{
"epoch": 0.243668720054757,
"grad_norm": 0.6364076137542725,
"learning_rate": 6.307399704769099e-05,
"loss": 0.7547,
"step": 89
},
{
"epoch": 0.2464065708418891,
"grad_norm": 0.5683395266532898,
"learning_rate": 6.227427435703997e-05,
"loss": 0.5567,
"step": 90
},
{
"epoch": 0.24914442162902123,
"grad_norm": 0.6077064871788025,
"learning_rate": 6.147119600233758e-05,
"loss": 0.6636,
"step": 91
},
{
"epoch": 0.2518822724161533,
"grad_norm": 0.6424183249473572,
"learning_rate": 6.066498153718735e-05,
"loss": 0.6276,
"step": 92
},
{
"epoch": 0.2546201232032854,
"grad_norm": 0.6167230010032654,
"learning_rate": 5.985585137257401e-05,
"loss": 0.6197,
"step": 93
},
{
"epoch": 0.25735797399041754,
"grad_norm": 0.6204406023025513,
"learning_rate": 5.90440267166055e-05,
"loss": 0.6442,
"step": 94
},
{
"epoch": 0.2600958247775496,
"grad_norm": 0.6621037721633911,
"learning_rate": 5.8229729514036705e-05,
"loss": 0.6569,
"step": 95
},
{
"epoch": 0.26283367556468173,
"grad_norm": 0.7806676626205444,
"learning_rate": 5.74131823855921e-05,
"loss": 0.5706,
"step": 96
},
{
"epoch": 0.2655715263518138,
"grad_norm": 0.7557117342948914,
"learning_rate": 5.6594608567103456e-05,
"loss": 0.6183,
"step": 97
},
{
"epoch": 0.2683093771389459,
"grad_norm": 0.8610388040542603,
"learning_rate": 5.577423184847932e-05,
"loss": 0.6069,
"step": 98
},
{
"epoch": 0.27104722792607805,
"grad_norm": 0.8896455764770508,
"learning_rate": 5.495227651252315e-05,
"loss": 0.5797,
"step": 99
},
{
"epoch": 0.2737850787132101,
"grad_norm": 0.9964320659637451,
"learning_rate": 5.4128967273616625e-05,
"loss": 0.5656,
"step": 100
},
{
"epoch": 0.2737850787132101,
"eval_loss": 0.614917516708374,
"eval_runtime": 46.9586,
"eval_samples_per_second": 13.097,
"eval_steps_per_second": 3.279,
"step": 100
},
{
"epoch": 0.27652292950034224,
"grad_norm": 0.48303577303886414,
"learning_rate": 5.330452921628497e-05,
"loss": 0.3853,
"step": 101
},
{
"epoch": 0.2792607802874743,
"grad_norm": 0.5548361539840698,
"learning_rate": 5.247918773366112e-05,
"loss": 0.4113,
"step": 102
},
{
"epoch": 0.28199863107460643,
"grad_norm": 0.5756526589393616,
"learning_rate": 5.165316846586541e-05,
"loss": 0.4357,
"step": 103
},
{
"epoch": 0.28473648186173856,
"grad_norm": 0.41660749912261963,
"learning_rate": 5.0826697238317935e-05,
"loss": 0.4322,
"step": 104
},
{
"epoch": 0.2874743326488706,
"grad_norm": 0.4867987334728241,
"learning_rate": 5e-05,
"loss": 0.5057,
"step": 105
},
{
"epoch": 0.29021218343600275,
"grad_norm": 0.3548595905303955,
"learning_rate": 4.917330276168208e-05,
"loss": 0.3582,
"step": 106
},
{
"epoch": 0.2929500342231348,
"grad_norm": 0.37873682379722595,
"learning_rate": 4.834683153413459e-05,
"loss": 0.475,
"step": 107
},
{
"epoch": 0.29568788501026694,
"grad_norm": 0.4003033936023712,
"learning_rate": 4.7520812266338885e-05,
"loss": 0.4763,
"step": 108
},
{
"epoch": 0.29842573579739906,
"grad_norm": 0.4076235592365265,
"learning_rate": 4.669547078371504e-05,
"loss": 0.4791,
"step": 109
},
{
"epoch": 0.30116358658453113,
"grad_norm": 0.4385930001735687,
"learning_rate": 4.5871032726383386e-05,
"loss": 0.452,
"step": 110
},
{
"epoch": 0.30390143737166325,
"grad_norm": 0.505478024482727,
"learning_rate": 4.504772348747687e-05,
"loss": 0.461,
"step": 111
},
{
"epoch": 0.3066392881587953,
"grad_norm": 0.5559423565864563,
"learning_rate": 4.4225768151520694e-05,
"loss": 0.5371,
"step": 112
},
{
"epoch": 0.30937713894592744,
"grad_norm": 0.42501118779182434,
"learning_rate": 4.3405391432896555e-05,
"loss": 0.4882,
"step": 113
},
{
"epoch": 0.31211498973305957,
"grad_norm": 0.4787626564502716,
"learning_rate": 4.2586817614407895e-05,
"loss": 0.4129,
"step": 114
},
{
"epoch": 0.31485284052019163,
"grad_norm": 0.4444711208343506,
"learning_rate": 4.17702704859633e-05,
"loss": 0.4805,
"step": 115
},
{
"epoch": 0.31759069130732376,
"grad_norm": 0.49078381061553955,
"learning_rate": 4.095597328339452e-05,
"loss": 0.5592,
"step": 116
},
{
"epoch": 0.3203285420944558,
"grad_norm": 0.48520082235336304,
"learning_rate": 4.0144148627425993e-05,
"loss": 0.5818,
"step": 117
},
{
"epoch": 0.32306639288158795,
"grad_norm": 0.5862752199172974,
"learning_rate": 3.933501846281267e-05,
"loss": 0.5289,
"step": 118
},
{
"epoch": 0.3258042436687201,
"grad_norm": 0.4802629351615906,
"learning_rate": 3.852880399766243e-05,
"loss": 0.5038,
"step": 119
},
{
"epoch": 0.32854209445585214,
"grad_norm": 0.5067372918128967,
"learning_rate": 3.772572564296005e-05,
"loss": 0.6878,
"step": 120
},
{
"epoch": 0.33127994524298426,
"grad_norm": 0.5483866930007935,
"learning_rate": 3.6926002952309016e-05,
"loss": 0.5261,
"step": 121
},
{
"epoch": 0.33401779603011633,
"grad_norm": 0.5017358064651489,
"learning_rate": 3.612985456190778e-05,
"loss": 0.6451,
"step": 122
},
{
"epoch": 0.33675564681724846,
"grad_norm": 0.5086657404899597,
"learning_rate": 3.533749813077677e-05,
"loss": 0.6002,
"step": 123
},
{
"epoch": 0.3394934976043806,
"grad_norm": 0.5248523950576782,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.6267,
"step": 124
},
{
"epoch": 0.34223134839151265,
"grad_norm": 0.5921753644943237,
"learning_rate": 3.3765026539765834e-05,
"loss": 0.5616,
"step": 125
},
{
"epoch": 0.34496919917864477,
"grad_norm": 0.5002638697624207,
"learning_rate": 3.298534127791785e-05,
"loss": 0.6335,
"step": 126
},
{
"epoch": 0.34770704996577684,
"grad_norm": 0.480435848236084,
"learning_rate": 3.221030765387417e-05,
"loss": 0.5823,
"step": 127
},
{
"epoch": 0.35044490075290896,
"grad_norm": 0.5894069671630859,
"learning_rate": 3.144013755408895e-05,
"loss": 0.6518,
"step": 128
},
{
"epoch": 0.3531827515400411,
"grad_norm": 0.4762018620967865,
"learning_rate": 3.0675041535377405e-05,
"loss": 0.6609,
"step": 129
},
{
"epoch": 0.35592060232717315,
"grad_norm": 0.5682873725891113,
"learning_rate": 2.991522876735154e-05,
"loss": 0.609,
"step": 130
},
{
"epoch": 0.3586584531143053,
"grad_norm": 0.5159348845481873,
"learning_rate": 2.916090697523549e-05,
"loss": 0.6969,
"step": 131
},
{
"epoch": 0.3613963039014374,
"grad_norm": 0.5835972428321838,
"learning_rate": 2.8412282383075363e-05,
"loss": 0.646,
"step": 132
},
{
"epoch": 0.36413415468856947,
"grad_norm": 0.5606144666671753,
"learning_rate": 2.766955965735968e-05,
"loss": 0.617,
"step": 133
},
{
"epoch": 0.3668720054757016,
"grad_norm": 0.579714298248291,
"learning_rate": 2.693294185106562e-05,
"loss": 0.6353,
"step": 134
},
{
"epoch": 0.36960985626283366,
"grad_norm": 0.5519105195999146,
"learning_rate": 2.6202630348146324e-05,
"loss": 0.6553,
"step": 135
},
{
"epoch": 0.3723477070499658,
"grad_norm": 0.5206592679023743,
"learning_rate": 2.547882480847461e-05,
"loss": 0.6049,
"step": 136
},
{
"epoch": 0.3750855578370979,
"grad_norm": 0.6127930283546448,
"learning_rate": 2.476172311325783e-05,
"loss": 0.67,
"step": 137
},
{
"epoch": 0.37782340862423,
"grad_norm": 0.5896944403648376,
"learning_rate": 2.405152131093926e-05,
"loss": 0.6948,
"step": 138
},
{
"epoch": 0.3805612594113621,
"grad_norm": 0.6119083166122437,
"learning_rate": 2.3348413563600325e-05,
"loss": 0.646,
"step": 139
},
{
"epoch": 0.38329911019849416,
"grad_norm": 0.6493367552757263,
"learning_rate": 2.2652592093878666e-05,
"loss": 0.6156,
"step": 140
},
{
"epoch": 0.3860369609856263,
"grad_norm": 0.6688011288642883,
"learning_rate": 2.196424713241637e-05,
"loss": 0.7724,
"step": 141
},
{
"epoch": 0.3887748117727584,
"grad_norm": 0.6897553205490112,
"learning_rate": 2.128356686585282e-05,
"loss": 0.7065,
"step": 142
},
{
"epoch": 0.3915126625598905,
"grad_norm": 0.716960608959198,
"learning_rate": 2.061073738537635e-05,
"loss": 0.7023,
"step": 143
},
{
"epoch": 0.3942505133470226,
"grad_norm": 0.7197480201721191,
"learning_rate": 1.9945942635848748e-05,
"loss": 0.6764,
"step": 144
},
{
"epoch": 0.39698836413415467,
"grad_norm": 0.6134107112884521,
"learning_rate": 1.928936436551661e-05,
"loss": 0.5805,
"step": 145
},
{
"epoch": 0.3997262149212868,
"grad_norm": 0.6910088658332825,
"learning_rate": 1.8641182076323148e-05,
"loss": 0.6979,
"step": 146
},
{
"epoch": 0.4024640657084189,
"grad_norm": 0.6125485301017761,
"learning_rate": 1.800157297483417e-05,
"loss": 0.519,
"step": 147
},
{
"epoch": 0.405201916495551,
"grad_norm": 0.6933930516242981,
"learning_rate": 1.7370711923791567e-05,
"loss": 0.5607,
"step": 148
},
{
"epoch": 0.4079397672826831,
"grad_norm": 0.8938409686088562,
"learning_rate": 1.6748771394307585e-05,
"loss": 0.6244,
"step": 149
},
{
"epoch": 0.4106776180698152,
"grad_norm": 0.92192143201828,
"learning_rate": 1.6135921418712956e-05,
"loss": 0.5068,
"step": 150
},
{
"epoch": 0.4106776180698152,
"eval_loss": 0.5806074738502502,
"eval_runtime": 46.9176,
"eval_samples_per_second": 13.108,
"eval_steps_per_second": 3.282,
"step": 150
},
{
"epoch": 0.4134154688569473,
"grad_norm": 0.30867281556129456,
"learning_rate": 1.553232954407171e-05,
"loss": 0.3624,
"step": 151
},
{
"epoch": 0.4161533196440794,
"grad_norm": 0.3327908515930176,
"learning_rate": 1.4938160786375572e-05,
"loss": 0.3836,
"step": 152
},
{
"epoch": 0.4188911704312115,
"grad_norm": 0.3034404516220093,
"learning_rate": 1.435357758543015e-05,
"loss": 0.5372,
"step": 153
},
{
"epoch": 0.4216290212183436,
"grad_norm": 0.35872888565063477,
"learning_rate": 1.3778739760445552e-05,
"loss": 0.4157,
"step": 154
},
{
"epoch": 0.4243668720054757,
"grad_norm": 0.36119580268859863,
"learning_rate": 1.3213804466343421e-05,
"loss": 0.4569,
"step": 155
},
{
"epoch": 0.4271047227926078,
"grad_norm": 0.3833640217781067,
"learning_rate": 1.2658926150792322e-05,
"loss": 0.3625,
"step": 156
},
{
"epoch": 0.42984257357973993,
"grad_norm": 0.4162719249725342,
"learning_rate": 1.2114256511983274e-05,
"loss": 0.4055,
"step": 157
},
{
"epoch": 0.432580424366872,
"grad_norm": 0.40643706917762756,
"learning_rate": 1.157994445715706e-05,
"loss": 0.4304,
"step": 158
},
{
"epoch": 0.4353182751540041,
"grad_norm": 0.4088394343852997,
"learning_rate": 1.1056136061894384e-05,
"loss": 0.5193,
"step": 159
},
{
"epoch": 0.4380561259411362,
"grad_norm": 0.3853205442428589,
"learning_rate": 1.0542974530180327e-05,
"loss": 0.4765,
"step": 160
},
{
"epoch": 0.4407939767282683,
"grad_norm": 0.3788997530937195,
"learning_rate": 1.0040600155253765e-05,
"loss": 0.4599,
"step": 161
},
{
"epoch": 0.44353182751540043,
"grad_norm": 0.44248494505882263,
"learning_rate": 9.549150281252633e-06,
"loss": 0.5097,
"step": 162
},
{
"epoch": 0.4462696783025325,
"grad_norm": 0.428284615278244,
"learning_rate": 9.068759265665384e-06,
"loss": 0.5318,
"step": 163
},
{
"epoch": 0.4490075290896646,
"grad_norm": 0.36314842104911804,
"learning_rate": 8.599558442598998e-06,
"loss": 0.3789,
"step": 164
},
{
"epoch": 0.4517453798767967,
"grad_norm": 0.3726077675819397,
"learning_rate": 8.141676086873572e-06,
"loss": 0.443,
"step": 165
},
{
"epoch": 0.4544832306639288,
"grad_norm": 0.43893277645111084,
"learning_rate": 7.695237378953223e-06,
"loss": 0.6153,
"step": 166
},
{
"epoch": 0.45722108145106094,
"grad_norm": 0.4690017104148865,
"learning_rate": 7.260364370723044e-06,
"loss": 0.6564,
"step": 167
},
{
"epoch": 0.459958932238193,
"grad_norm": 0.4478749930858612,
"learning_rate": 6.837175952121306e-06,
"loss": 0.549,
"step": 168
},
{
"epoch": 0.46269678302532513,
"grad_norm": 0.5050341486930847,
"learning_rate": 6.425787818636131e-06,
"loss": 0.4429,
"step": 169
},
{
"epoch": 0.4654346338124572,
"grad_norm": 0.4265983998775482,
"learning_rate": 6.026312439675552e-06,
"loss": 0.579,
"step": 170
},
{
"epoch": 0.4681724845995893,
"grad_norm": 0.4081089198589325,
"learning_rate": 5.6388590278194096e-06,
"loss": 0.6018,
"step": 171
},
{
"epoch": 0.47091033538672145,
"grad_norm": 0.44113799929618835,
"learning_rate": 5.263533508961827e-06,
"loss": 0.5076,
"step": 172
},
{
"epoch": 0.4736481861738535,
"grad_norm": 0.5111371874809265,
"learning_rate": 4.900438493352055e-06,
"loss": 0.6401,
"step": 173
},
{
"epoch": 0.47638603696098564,
"grad_norm": 0.4455251097679138,
"learning_rate": 4.549673247541875e-06,
"loss": 0.5662,
"step": 174
},
{
"epoch": 0.4791238877481177,
"grad_norm": 0.5298932790756226,
"learning_rate": 4.2113336672471245e-06,
"loss": 0.6069,
"step": 175
},
{
"epoch": 0.48186173853524983,
"grad_norm": 0.4841381907463074,
"learning_rate": 3.885512251130763e-06,
"loss": 0.5805,
"step": 176
},
{
"epoch": 0.48459958932238195,
"grad_norm": 0.528912365436554,
"learning_rate": 3.5722980755146517e-06,
"loss": 0.6935,
"step": 177
},
{
"epoch": 0.487337440109514,
"grad_norm": 0.49814772605895996,
"learning_rate": 3.271776770026963e-06,
"loss": 0.6417,
"step": 178
},
{
"epoch": 0.49007529089664614,
"grad_norm": 0.644501805305481,
"learning_rate": 2.9840304941919415e-06,
"loss": 0.7321,
"step": 179
},
{
"epoch": 0.4928131416837782,
"grad_norm": 0.5219155550003052,
"learning_rate": 2.7091379149682685e-06,
"loss": 0.6499,
"step": 180
},
{
"epoch": 0.49555099247091033,
"grad_norm": 0.5591123104095459,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.6235,
"step": 181
},
{
"epoch": 0.49828884325804246,
"grad_norm": 0.5643157362937927,
"learning_rate": 2.1982109232821178e-06,
"loss": 0.6322,
"step": 182
},
{
"epoch": 0.5010266940451745,
"grad_norm": 0.525851845741272,
"learning_rate": 1.962316193157593e-06,
"loss": 0.6018,
"step": 183
},
{
"epoch": 0.5037645448323066,
"grad_norm": 0.557957112789154,
"learning_rate": 1.7395544861325718e-06,
"loss": 0.6399,
"step": 184
},
{
"epoch": 0.5065023956194388,
"grad_norm": 0.5874179005622864,
"learning_rate": 1.5299867030334814e-06,
"loss": 0.6415,
"step": 185
},
{
"epoch": 0.5092402464065708,
"grad_norm": 0.543042778968811,
"learning_rate": 1.333670137599713e-06,
"loss": 0.6422,
"step": 186
},
{
"epoch": 0.5119780971937029,
"grad_norm": 0.5876917839050293,
"learning_rate": 1.1506584608200367e-06,
"loss": 0.6594,
"step": 187
},
{
"epoch": 0.5147159479808351,
"grad_norm": 0.6201353073120117,
"learning_rate": 9.810017062595322e-07,
"loss": 0.6686,
"step": 188
},
{
"epoch": 0.5174537987679672,
"grad_norm": 0.5771745443344116,
"learning_rate": 8.247462563808817e-07,
"loss": 0.6264,
"step": 189
},
{
"epoch": 0.5201916495550992,
"grad_norm": 0.5823987722396851,
"learning_rate": 6.819348298638839e-07,
"loss": 0.6398,
"step": 190
},
{
"epoch": 0.5229295003422314,
"grad_norm": 0.696465015411377,
"learning_rate": 5.526064699265753e-07,
"loss": 0.7191,
"step": 191
},
{
"epoch": 0.5256673511293635,
"grad_norm": 0.6874654293060303,
"learning_rate": 4.367965336512403e-07,
"loss": 0.6821,
"step": 192
},
{
"epoch": 0.5284052019164955,
"grad_norm": 0.6809566020965576,
"learning_rate": 3.3453668231809286e-07,
"loss": 0.7152,
"step": 193
},
{
"epoch": 0.5311430527036276,
"grad_norm": 0.6779336333274841,
"learning_rate": 2.458548727494292e-07,
"loss": 0.6317,
"step": 194
},
{
"epoch": 0.5338809034907598,
"grad_norm": 0.7187902927398682,
"learning_rate": 1.7077534966650766e-07,
"loss": 0.7142,
"step": 195
},
{
"epoch": 0.5366187542778919,
"grad_norm": 0.7348049283027649,
"learning_rate": 1.0931863906127327e-07,
"loss": 0.7586,
"step": 196
},
{
"epoch": 0.5393566050650239,
"grad_norm": 0.825839102268219,
"learning_rate": 6.150154258476315e-08,
"loss": 0.6164,
"step": 197
},
{
"epoch": 0.5420944558521561,
"grad_norm": 0.8022580742835999,
"learning_rate": 2.7337132953697554e-08,
"loss": 0.5633,
"step": 198
},
{
"epoch": 0.5448323066392882,
"grad_norm": 0.8996812701225281,
"learning_rate": 6.834750376549792e-09,
"loss": 0.6302,
"step": 199
},
{
"epoch": 0.5475701574264202,
"grad_norm": 1.0095319747924805,
"learning_rate": 0.0,
"loss": 0.4508,
"step": 200
},
{
"epoch": 0.5475701574264202,
"eval_loss": 0.579417884349823,
"eval_runtime": 47.2156,
"eval_samples_per_second": 13.025,
"eval_steps_per_second": 3.262,
"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": 3.066053848800952e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}